ICML 2026 Schedule

Poster

None

A Decision-Theoretic View of Test-Time Training: When, How Far, and Which Directions to Adapt

Tomoya Wakayama

[ OpenReview]

Poster

None

Belief Dynamics Reveal the Dual Nature of In-Context Learning and Activation Steering

Eric Bigelow ⋅ Daniel Wurgaft ⋅ YingQiao Wang ⋅ Hidenori Tanaka ⋅ Tomer Ullman ⋅ Noah Goodman ⋅ Ekdeep Singh Lubana

[ OpenReview]

Poster

None

Pluralistic Leaderboards

Nika Haghtalab ⋅ Ariel Procaccia ⋅ Han Shao ⋅ Serena Wang ⋅ Kunhe Yang

[ OpenReview]

Poster

None

Beyond Reactivity: Proactive Adaptive Conformal Inference for Online LLM Factuality

Xinyu Liu ⋅ Jun Wu

[ OpenReview]

Poster

None

Revisiting Asymmetries in Black-box Link Stealing against Graph Neural Networks

Paul Agbaje ⋅ Habeeb Olufowobi

[ OpenReview]

Poster

None

AC-ODM: Actor–Critic Online Data Mixing for Sample-Efficient LLM Pretraining

Jing Ma ⋅ Chenhao Dang ⋅ Mingjie Liao

[ Poster] [ OpenReview]

Poster

None

Assistive Prompt Mediation: Evaluating Language Models Under Accessibility Constraints

Priyaranjan Pattnayak ⋅ Ishan Banerjee

[ Slides] [ Poster] [ OpenReview]

Poster

None

Capturing Gaze Shifts for Guidance: Cross-Modal Fusion Enhancement for VLM Hallucination Mitigation

Zheng Qi ⋅ Chao Shang ⋅ Evangelia Spiliopoulou ⋅ Nikolaos Pappas

[ OpenReview]

Poster

None

Position: Vector Prompt Interfaces Should Be Exposed to Enable Customization of Large Language Models

Liangwei Yang ⋅ Shiyu Wang ⋅ Haolin Chen ⋅ Rithesh Murthy ⋅ Ming Zhu ⋅ Jielin Qiu ⋅ Zixiang Chen ⋅ Juntao Tan ⋅ Jianguo Zhang ⋅ Zhiwei Liu ⋅ Wenting Zhao ⋅ Silvio Savarese ⋅ Caiming Xiong ⋅ Huan Wang ⋅ Shelby Heinecke

[ OpenReview]

Poster

None

Finding Most Influential Sets

Lucas D. Konrad ⋅ Nikolas Kuschnig

[ OpenReview]

Poster

None

Prompt Injection as Role Confusion

Charles Ye ⋅ Jasmine Cui ⋅ Dylan Hadfield-Menell

[ OpenReview]

Poster

None

On the Theory of Continual Learning with Gradient Descent for Neural Networks

Hossein Taheri ⋅ Avishek Ghosh ⋅ Arya Mazumdar

[ OpenReview]

Poster

None

New Wide-Net-Casting Jailbreak Attacks Risk Large Models

Qiuchi Xiang ⋅ Haoxuan Qu ⋅ Hossein Rahmani ⋅ Jun Liu

[ OpenReview]

Poster

None

Explaining Concept Shift with Interpretable Feature Attribution

Ruiqi Lyu ⋅ Alistair Turcan ⋅ Bryan Wilder

[ Poster] [ OpenReview]

Poster

None

1-Bit Wonder: Improving QAT Performance in the Low-Bit Regime through K-Means Quantization

Sohir Maskey ⋅ Constantin Eichenberg ⋅ Johannes Messner ⋅ Douglas Orr

[ OpenReview]

Poster

None

Learning Molecular Semantic Invariant Representation with Prototype Constraint

Zhiqiang Li ⋅ Jianqing Liang ⋅ Zhiqiang Wang ⋅ Xizhao Luo ⋅ Jiye Liang

[ Poster] [ OpenReview]

Poster

None

Reconstruction Outcomes Look Similar but Processes Differ: Improving Context Consistency and Coverage in Graph Masked Auto-Encoder

Geng Tang ⋅ Keyu Liu ⋅ Xibei Yang ⋅ Yuhua Qian

[ OpenReview]

Poster

None

Physics-Guided Motion Loss for Video Generation Model

Bowen Xue ⋅ Giuseppe Guarnera ⋅ Shuang Zhao ⋅ Zahra Montazeri

[ OpenReview]

Poster

None

Position: Generative Engine Optimization Creates Underexamined Risks, Governance Must Target Concentration, Disclosure, and Academic Blind Spots

Yizhu Wen ⋅ Nan Zhang ⋅ Haohan Yuan ⋅ Xun Chen ⋅ Haopeng Zhang ⋅ Hanqing Guo

[ OpenReview]

Poster

None

EntRAG: Entity-Centric Retrieval-Augmented Generation for Knowledge-based Visual Question Answering

Yiheng Hu ⋅ Xiaoyang Wang ⋅ Qing Liu ⋅ Sherry Xu ⋅ Qian Fu ⋅ Wenjie Zhang

[ Poster] [ OpenReview]

Poster

None

Target-Driven Policy Optimization for Sequential Counterfactual Outcome Control

Xin Wang ⋅ Xiangyu Zhang ⋅ Shengfei Lyu ⋅ Huanhuan Chen

[ Slides] [ Poster] [ OpenReview]

Poster

None

Granularity-Aware Adaptive Classifier Expansion via Zero-Shot Learning

Xiangyu Wang ⋅ Yanze Gao ⋅ Changxin Rong ⋅ Lyuzhou Chen ⋅ Xiren Zhou ⋅ Huanhuan Chen

[ OpenReview]

Poster

None

Hyperbolic neural population geometry benefits computation

Dennis Wu ⋅ Yi-Chun Hung ⋅ Braden Yuille ⋅ James Fitzgerald ⋅ Han Liu

[ Slides] [ Poster] [ OpenReview]

Poster

None

Multiview Self-Representation Learning across Heterogeneous Views

Jie Chen ⋅ Zhu Wang ⋅ Chuanbin Liu ⋅ Xi Peng

[ Poster] [ OpenReview]

Poster

None

Reliable Confidence Alignment for Generalized Category Discovery

Jiawei Yu ⋅ Zijian Gao ⋅ Tianjiao Wan ⋅ Xuan Liu ⋅ Cheng Yang ⋅ Kele Xu

[ Poster] [ OpenReview]

Poster

None

Linear Bandits beyond Inner Product Spaces, the case of Bandit Optimal Transport

Lorenzo Croissant

[ Slides] [ OpenReview]

Poster

None

Mechanisms of Introspective Awareness

Uzay Macar ⋅ Li Yang ⋅ Atticus Wang ⋅ Peter Wallich ⋅ Emmanuel Ameisen ⋅ Jack Lindsey

[ OpenReview]

Poster

None

TEFormer: Structured Bidirectional Temporal Enhancement Modeling in Spiking Transformers

Sicheng Shen ⋅ Mingyang Lv ⋅ Bing Han ⋅ Dongcheng Zhao ⋅ Guobin Shen ⋅ Feifei Zhao ⋅ Yi Zeng

[ Poster] [ OpenReview]

Poster

None

MSP: Probabilistically Consistent Multi-Scale Action Generation

Zhixuan Lin ⋅ Gengqi Liu ⋅ Chao Zheng ⋅ Gao Lin ⋅ Jindong Yu ⋅ Song Gao ⋅ Fei Wang

[ Slides] [ OpenReview]

Poster

None

OmniVL-Guard: Towards Unified Vision-Language Forgery Detection and Grounding via Balanced RL

Jinjie Shen ⋅ Jing Wu ⋅ Yaxiong Wang ⋅ Lechao Cheng ⋅ Shengeng Tang ⋅ Tianrui Hui ⋅ Nan Pu ⋅ Zhun Zhong

[ OpenReview]

Poster

None

CLINIC: Towards High-quality Graph Out-Of-Distribution Detection

Yifan Wang ⋅ Haodong Zhang ⋅ Changhu Wang ⋅ Tao Ren ⋅ Dongjie Wang ⋅ Wei Ju ⋅ Chong Chen ⋅ Xian-Sheng Hua ⋅ Xiao Luo

[ OpenReview]

Poster

None

Efficient, Validation-Free Intrinsic Quality Estimation for Large-Scale Face Recognition Datasets

Zhichao Chen ⋅ Yongle Zhao ⋅ Kaicheng Yang ⋅ Meng Yang ⋅ Yin Xie ⋅ Ziyong Feng

[ Poster] [ OpenReview]

Poster

None

WinDeskGround: A Benchmark for Robust GUI Grounding in Complex Multi-Window Desktop Environments

Haoren Zhao ⋅ Tianyi Chen ⋅ Zhen Wang

[ OpenReview]

Poster

None

Simple yet Effective: Low-Rank Spatial Attention for Neural Operators

Zherui Yang ⋅ Haiyang Xin ⋅ Tao Du ⋅ Ligang Liu

[ OpenReview]

Poster

None

SciVideoBench: Benchmarking Scientific Video Reasoning in Large Multimodal Models

Andong Deng ⋅ Taojiannan Yang ⋅ Shoubin Yu ⋅ Lincoln Spencer ⋅ Mohit Bansal ⋅ Chen Chen ⋅ Serena Yeung ⋅ Xiaohan Wang

[ OpenReview]

Poster

None

DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model

Shibo Hong ⋅ Boxian Ai ⋅ Jun Kuang ⋅ Wei Wang ⋅ FengJiao Chen ⋅ Zhongyuan Peng ⋅ Chenhao Huang ⋅ Yixin Cao

[ OpenReview]

Poster

None

GI-GCN: Global Interacted Graph Convolutional Networks via Dominant Sets for Graph Classification

Xinya Qin ⋅ Lu Bai ⋅ Lixin Cui ⋅ Ming Li ⋅ Hangyuan Du ⋅ Ziyu Lyu ⋅ Xin Jin

[ Poster] [ OpenReview]

Poster

None

Drift is a Sampling Error: SNR-Aware Power Distributions for Long-Horizon Robotic Planning

Kewei Chen ⋅ Yayu Long ⋅ mingsheng shang

[ Poster] [ OpenReview]

Poster

None

FedScar: Correcting Geometric Bias for Flatness-Consistent Federated Learning

Jianfeng Lu ⋅ YuZhao Xiang ⋅ Yue Chen ⋅ Gang Li ⋅ Shuqin Cao ⋅ Guanghui Wen

[ Slides] [ Poster] [ OpenReview]

Poster

None

AIR: Improving Agent Safety through Incident Response

Zibo Xiao ⋅ Jun Sun ⋅ Junjie Chen

[ OpenReview]

Poster

None

AesFormer: Transform Everyday Photos into Beautiful Memories

Tianxiang Du ⋅ Hulingxiao He ⋅ Yuxin Peng

[ OpenReview]

Poster

None

On the Robustness of Langevin Dynamics to Score Function Error

Daniel Cao ⋅ August Chen ⋅ Karthik Sridharan ⋅ Yuchen Wu

[ OpenReview]

Poster

None

Fast kernel methods: Sobolev, physics-informed, and additive models

Nathan Doumèche ⋅ Francis Bach ⋅ Gérard Biau ⋅ Claire Boyer

[ OpenReview]

Poster

None

AMDP: Asynchronous Multi-Directional Pipeline Parallelism for Large-Scale Models Training

Ling Chen ⋅ Houming Wu ⋅ Wenjie Yu

[ Poster] [ OpenReview]

Poster

None

AdLift: Lifting Adversarial Perturbations to Safeguard 3D Gaussian Splatting Assets Against Instruction-Driven Editing

Ziming Hong ⋅ Tianyu Huang ⋅ Runnan Chen ⋅ Shanshan Ye ⋅ Mingming Gong ⋅ Bo Han ⋅ Tongliang Liu

[ Poster] [ OpenReview]

Poster

None

SilentWood: Efficient Private Inference Over Gradient Boosting Decision Forests

Ronny Ko

[ OpenReview]

Poster

None

Efficient Adaptive Testing via Gradient Path Matching Subset Selection for AI Education

Yan Zhuang ⋅ Junhao Yu ⋅ Bohou Zhang ⋅ Zachary Pardos ⋅ Jinze Wu ⋅ Daoqiang Zhang

[ OpenReview]

Poster

None

Efficient Learned Image Compression without Entropy Coding

Hao Cao ⋅ Wenqi Guo ⋅ Zhijin Qin ⋅ Jungong Han

[ OpenReview]

Poster

None

Improving Explicit Dynamic Gaussian Splatting Optimization via Update Mixture

Renjie Ding ⋅ Yaonan Wang ⋅ Min Liu ⋅ Jialin Zhu ⋅ Jiazheng Wang ⋅ Jiahao Zhao ⋅ tan xiao ⋅ Feixiang He ⋅ xiang chen

[ Poster] [ OpenReview]

Poster

None

The Loss Is Not Enough: Sampling Conditions and Inductive Bias in Contrastive Representation Learning

Justinas Zaliaduonis ⋅ Sergios Gatidis ⋅ Till Richter ⋅ Patrick Putzky

[ OpenReview]

Poster

None

Group-wise Data Ordering: Enhancing Instruction Tuning of Large Language Models via Embedding Proximity

Yiwen Ye ⋅ Boyuan Jiang ⋅ Xiaobin Hu ⋅ Shengzhi Wang ⋅ Xiaozhong Ji ⋅ Jinghao Lin ⋅ Deli Yu ⋅ Jiale Chen ⋅ kai wu ⋅ Haihua Yang ⋅ Yong Xia

[ OpenReview]

Poster

None

On the Salience of Low-Probability Tokens for AI-Generated Text Detection: A Multiscale Uncertainty Perspective

Yikai Guo ⋅ Bin Wang ⋅ Xilai Fan ⋅ Wenjun Ke ⋅ Haoran Luo

[ OpenReview]

Poster

None

ProEval: Proactive Failure Discovery and Efficient Performance Estimation for Generative AI Evaluation

Yizheng Huang ⋅ Wenjun Zeng ⋅ Aditi Kumaresan ⋅ Zi Wang

[ OpenReview]

Poster

None

UOTIP: Unbalanced Optimal Transport Map for Unpaired Inverse Problems

Donggyu Lee ⋅ Taekyung Lee ⋅ Jaewoong Choi

[ OpenReview]

Poster

None

PretrainZero: Reinforcement Active Pretraining

Xingrun Xing ⋅ Zhiyuan Fan ⋅ Jie Lou ⋅ Guoqi Li ⋅ Jiajun Zhang ⋅ Debing Zhang

[ OpenReview]

Poster

None

Time Series, Vision, and Language: Exploring the Limits of Alignment in Contrastive Representation Spaces

Pratham Yashwante ⋅ Rose Yu

[ OpenReview]

Poster

None

Softplus Attention with Re-weighting Boosts Length Extrapolation in Large Language Models

Bo Gao ⋅ Michael Spratling ⋅ Letizia Gionfrida

[ OpenReview]

Poster

None

Theoretical Challenges in Learning for Branch-and-Cut

Hongyu Cheng ⋅ Amitabh Basu

[ OpenReview]

Poster

None

GCIB: Graph Contrastive Information Bottleneck for Multi-Behavior Recommendation

Likang Wu ⋅ Zihao Chen ⋅ Jianxin Zhang ⋅ Sangqi Zhu ⋅ Yuanyuan Ge ⋅ Haipeng Yang ⋅ Lei Zhang

[ OpenReview]

Poster

None

Looking Locally: Object-Centric Vision Transformers as Foundation Models for Efficient Segmentation

Manuel Traub ⋅ Martin V Butz

[ Poster] [ OpenReview]

Poster

None

Correctness-Optimized Residual Activation Lens (CORAL): Transferrable and Calibration-Aware Inference-Time Steering

Miranda Miao ⋅ Young Min Cho ⋅ Lyle Ungar

[ Slides] [ Poster] [ OpenReview]

Poster

None

DeltaEvolve: Accelerating Scientific Discovery through Momentum-Driven Evolution

Jiachen Jiang ⋅ Tianyu Ding ⋅ Zhihui Zhu

[ OpenReview]

Poster

None

Towards Feedback-to-Plan Decisions for Self-Evolving LLM Agents in CUDA Kernel Generation

Yee Hin Chong ⋅ Jiaming Wu ⋅ Youhui Zhang ⋅ Peng Qu

[ Slides] [ Poster] [ OpenReview]

Poster

None

Structure-Aware Riemannian Flow Matching for Registration and Fusion of Hyperspectral and Multispectral Images

Quan Zhang ⋅ Jun Li ⋅ Weilong Zhu ⋅ MINGYANG LI ⋅ Qinmu Shen ⋅ Yuanxi Peng

[ OpenReview]

Poster

None

Beyond Drift: Stabilizing Subjective LLM Evaluation with Information-Theoretic Rubrics

Shan Zhao ⋅ Wang Xu ⋅ Tianwei Yan ⋅ Chengyu Wang ⋅ Haolan Chen ⋅ Shizhao Chen ⋅ Qian Wan

[ OpenReview]

Poster

None

Small Agent Group is the Future of Digital Health

Yuqiao Meng ⋅ Luoxi Tang ⋅ Dazheng Zhang ⋅ Rafael Brens ⋅ Elvys Romero ⋅ Nancy Guo ⋅ Safa Elkefi ⋅ Zhaohan Xi

[ OpenReview]

Poster

None

Foreground-Aware Token Routing Vision Transformer for Real-Time Satellite Video Tracking

Jiahao Wang ⋅ Fang Liu ⋅ Licheng Jiao ⋅ Shuo Li ⋅ Hao Wang ⋅ Lingling Li ⋅ Xinyi Wang ⋅ Xu Liu

[ Poster] [ OpenReview]

Poster

None

From Static Constraints to Dynamic Adaptation: Sample-Level Constraint Release for Offline-to-Online Reinforcement Learning

Lipeng Zu ⋅ YU QIAN ⋅ Shayok Chakraborty ⋅ Xiaonan Zhang

[ OpenReview]

Poster

None

TWLA: Breaking the Barrier to W1.58A4 Post-Training Quantization for LLMs

Zhixiong Zhao ⋅ Zukang Xu ⋅ Zhixuan Chen ⋅ Xing Hu ⋅ Zhe jiang ⋅ Dawei Yang

[ Poster] [ OpenReview]

Poster

None

Provably Protecting Fine-Tuned LLMs from Training Data Extraction

Tom Segal ⋅ Asaf Shabtai ⋅ Yuval Elovici

[ Poster] [ OpenReview]

Poster

None

Adaptive Multiscale Binary Expansion Tests for Independence

Yang Yang ⋅ Duo Zheng ⋅ Sandeep Jain ⋅ Kai Zhang ⋅ Ping-Shou Zhong

[ OpenReview]

Poster

None

PLSemanticsBench: A Formal Semantics Reasoning Benchmark for Code

Aditya Thimmaiah ⋅ Jiyang Zhang ⋅ Jayanth Srinivasa ⋅ Junyi Jessy Li ⋅ Milos Gligoric

[ OpenReview]

Poster

None

Nonparametric LLM Evaluation from Preference Data

Dennis Frauen ⋅ Athiya Deviyani ⋅ Mihaela van der Schaar ⋅ Stefan Feuerriegel

[ OpenReview]

Poster

None

What Does Thompson Sampling Optimize?

Yanlin Qu ⋅ Hongseok Namkoong ⋅ Assaf Zeevi

[ OpenReview]

Poster

None

Evaluating and Rewarding LALMs for Expressive Role-Play TTS via Mean Continuation Log-Probability

Yong Ren ⋅ Jingbei Li ⋅ Haiyang Sun ⋅ Yujie Chen ⋅ Cheng Yi ⋅ Yechang Huang ⋅ Hao Gu ⋅ Ye Bai ⋅ Xuerui Yang

[ Poster] [ OpenReview]

Poster

None

From Bits to Rounds: Parallel Decoding with Exploration for Diffusion Language Models

Hengyu Fu ⋅ Baihe Huang ⋅ Virginia Adams ⋅ Charles Wang ⋅ Junkeun Yi ⋅ Mohammad Mahdi Kamani ⋅ Venkat Krishna Srinivasan ⋅ Jiantao Jiao

[ OpenReview]

Poster

None

On the Convergence of Decentralized Stochastic Minimax Optimization Algorithm with Compressed Communication

Yihan Zhang ⋅ Xinghua Shi ⋅ Meikang Qiu ⋅ Yu Wang ⋅ Hongchang Gao

[ OpenReview]

Poster

None

Energy-based Compositional Diffusion Planning

Tao Sun ⋅ Utkarsh Mishra ⋅ Jiaxin Lu ⋅ Danfei Xu ⋅ Iro Armeni

[ OpenReview]

Poster

None

UFO: Chain-of-Evaluation for Omni-Condition Alignment in Multi-Modal Image Generation

Danning Zhang ⋅ Yijing Lin ⋅ Shuhan Zhuang ⋅ Mengqi Huang ⋅ Shaojin Wu ⋅ Shancheng Fang ⋅ Zhendong Mao

[ OpenReview]

Poster

None

Allocating Variance to Maximize Expectation

Renato Leme ⋅ Clifford Stein ⋅ Yifeng Teng ⋅ Pratik Worah

[ OpenReview]

Poster

None

From Winning to Understanding: A Diagnostic Long-Horizon RTS Benchmark for LLMs

Jiacheng Li ⋅ Jiahui Liu ⋅ Yuqing Wang ⋅ Gaochen Cui ⋅ Xiao Zhang ⋅ Qianchuan Zhao ⋅ Ziyou Zhang ⋅ Chenghao Li

[ OpenReview]

Poster

None

Towards Universal Gene Regulatory Network Inference: Unlocking Generalizable Regulatory Knowledge in Single-cell Foundation Models

Jiaxin Qi ⋅ Hang Li ⋅ Yan Cui ⋅ Yuhua Zheng ⋅ Jianqiang Huang

[ OpenReview]

Poster

None

mHC: Manifold-Constrained Hyper-Connections

Zhenda Xie ⋅ Yixuan Wei ⋅ Huanqi Cao ⋅ Chenggang Zhao ⋅ Chengqi Deng ⋅ Jiashi Li ⋅ Damai Dai ⋅ Huazuo Gao ⋅ Mingyu Xu ⋅ Kuai Yu ⋅ Liang Zhao ⋅ Shangyan Zhou ⋅ Zhean Xu ⋅ Zhengyan Zhang ⋅ Wangding Zeng ⋅ Shengding Hu ⋅ Yuqing Wang ⋅ Jingyang Yuan ⋅ Lean Wang ⋅ Wenfeng Liang

[ OpenReview]

Poster

None

A Control-Theoretic View of Mamba on Stability and Robustness

Liang Cao ⋅ Weide Liu ⋅ Zhuo Chen ⋅ Yan Qin

[ OpenReview]

Poster

None

SymSpectra: Symmetric Information Bottleneck Framework for Molecular Structure Recognition under Imbalanced Settings

Xiaohan Qin ⋅ Wenjie Du ⋅ Yang Wang

[ OpenReview]

Poster

None

Causal Feature Learning via Generalized Rayleigh Quotients

Liang Cao ⋅ Jun Wan ⋅ Yan Qin ⋅ Weide Liu

[ OpenReview]

Poster

None

LLM-Guided Diagnostic Evidence Alignment for Medical Vision–Language Pretraining under Limited Pairing

Huimin Yan ⋅ Liang Bai ⋅ Xian Yang ⋅ Long Chen

[ Poster] [ OpenReview]

Poster

None

SWE-Compass: Towards Unified Evaluation of Agentic Coding Abilities for Large Language Models

Jingxuan Xu ⋅ Ken Deng ⋅ Weihao Li ⋅ Songwei Yu ⋅ Haoyang Huang ⋅ Yifan Yao ⋅ Huaixi Tang ⋅ Zhiyi Lai ⋅ Kepeng Lei ⋅ Zizheng Zhan ⋅ Yanan Wu ⋅ Chenchen Zhang ⋅ Xinping Lei ⋅ Wenqiang Zhu ⋅ wen xiang ⋅ Zongxian Feng ⋅ Han Li ⋅ Junqi Xiong ⋅ Dailin Li ⋅ GAO Zuchen ⋅ Kun Wu ⋅ Yuanxing Zhang ⋅ Wuxuan Gong ⋅ Ziyuan Gao ⋅ Guanxiang Wang ⋅ Yirong Xue ⋅ Mengfei Xie ⋅ Xiaojiang Zhang ⋅ Jinghui Wang ⋅ Wenhao Zhuang ⋅ Zheng Lin ⋅ Huiming Wang ⋅ Zhaoxiang Zhang ⋅ Yuqun Zhang ⋅ Haotian Zhang ⋅ Ming Sun ⋅ chenbin ⋅ Jiaheng Liu

[ OpenReview]

Poster

None

Toward Training Superintelligent Software Agents through Self-Play SWE-RL

Yuxiang Wei ⋅ Zhiqing Sun ⋅ Emily McMilin ⋅ Jonas Gehring ⋅ David Zhang ⋅ Gabriel Synnaeve ⋅ Daniel Fried ⋅ LINGMING ZHANG ⋅ Sida Wang

[ OpenReview]

Poster

None

From Kepler to Newton: Inductive Biases Guide Learned World Models in Transformers

Ziming Liu ⋅ Surya Ganguli ⋅ Andreas Tolias

[ OpenReview]

Poster

None

PPDL: LLM-Based Flows as Probabilistic Programs

Louis Mandel ⋅ Guillaume Baudart ⋅ Mandana Vaziri ⋅ Martin Hirzel

[ OpenReview]

Poster

None

Sparse and Faithful Local Explanations with Piecewise Linear Surrogates

Yixin Wang ⋅ Yucheng Dong

[ OpenReview]

Poster

None

Spatio-Temporal LLM: Reasoning about Environments and Actions

Haozhen Zheng ⋅ beitong tian ⋅ Mingyuan Wu ⋅ Zhenggang Tang ⋅ Klara Nahrstedt ⋅ Alex Schwing

[ OpenReview]

Poster

None

PACE: Post-Causal Entropy Modeling for Learned LiDAR Point Cloud Compression

Jiahao Zhu ⋅ Kang You ⋅ Dandan Ding ⋅ Zhan Ma

[ Poster] [ OpenReview]

Poster

None

Lightning Unified Video Editing via In-Context Sparse Attention

Shitong Shao ⋅ zikai ZHOU ⋅ Haopeng Li ⋅ Yingwei Song ⋅ Wenliang Zhong ⋅ Lichen Bai ⋅ Zeke Xie

[ OpenReview]

Poster

None

Negative Sampling From the Ground Up: A Redesign for Graph-based Recommendations

Yanbang Wang ⋅ Jon Kleinberg ⋅ Yanhong Wu

[ OpenReview]

Poster

None

Must All Negatives Be Pushed Away Equally? Uncertainty-Aware Cross-View Geo-Localization via Normal Inverse Gamma Distribution

Songsong Ouyang ⋅ Le Wu ⋅ Yingying Zhu

[ Poster] [ OpenReview]

Poster

None

APIC: Orthogonalized Neuro-Symbolic Modeling for Nonlinear Dissipative Dynamics

YanHui Zhu ⋅ Chen Zhao ⋅ Yinhao Li ⋅ Xiangfu Meng

[ OpenReview]

Poster

None

In-Context Learning as Rate–Distortion Optimization

Jiayu Zhang ⋅ Changbang Li ⋅ Canran Xiao

[ OpenReview]

Poster

None

Removing Sandbagging in LLMs by Training with Weak Supervision

Emil Ryd ⋅ Henning Bartsch ⋅ Julian Stastny ⋅ Joe Benton ⋅ Vivek Hebbar

[ OpenReview]

Poster

None

IEC: When Information-Driven Exploration Meets Spectral Consensus via Primal–Dual Reward Regularization in Decentralized Multi-Agent RL

Jiajun Wu ⋅ Xuefeng Du ⋅ Yuduo Zheng ⋅ Fengqi Li

[ OpenReview]

Poster

None

HieRD: Hierarchical Relational Distillation for Vision-Language Embedding Models

Vinh Le ⋅ Nguyen Dang ⋅ Tu Vu ⋅ Linh Van ⋅ Duc Nguyen ⋅ Trung Le

[ OpenReview]

Poster

None

SOPE: Situation-Aware and Statistically Indistinguishable Privacy Exfiltration for MCP-enabled Agents

Ruixiao Lin ⋅ Qingming Li ⋅ Jiahao Chen ⋅ Chunyi Zhou ⋅ Shouling Ji

[ OpenReview]

Poster

None

Continual Learning With Participation Privacy: An Auditable Buffering-Aggregation Recipe

Hubert Chan ⋅ Elaine Shi ⋅ Mengshi Zhao ⋅ Mingxun Zhou

[ Poster] [ OpenReview]

Poster

None

Certificate-Guided Pruning for Stochastic Lipschitz Optimization

Ibne Farabi Shihab ⋅ SANJEDA AKTER ⋅ Anuj Sharma

[ Poster] [ OpenReview]

Poster

None

Reason with Thumbnails, Answer with Focus: An Efficient and Effective Paradigm for Multimodal Grounded Visual Reasoning

An-Lan Wang ⋅ Guozhi Tang ⋅ Lei Liao ⋅ Hanshen Zhu ⋅ Kai Huang ⋅ Jingqun Tang ⋅ Jiaming Zhou ⋅ Kun-Yu Lin

[ Slides] [ Poster] [ OpenReview]

Poster

None

MMKU-Bench: A Multimodal Update Benchmark for Diverse Visual Knowledge

Baochen Fu ⋅ Yuntao Du ⋅ Cheng Chang ⋅ Baihao Jin ⋅ Wenzhi Deng ⋅ Muhao Xu ⋅ Hongmei Yan ⋅ Weiye Song ⋅ Yi Wan

[ OpenReview]

Poster

None

DREAM-R: Multimodal Speculative Reasoning with RL-Based Refined Drafting, Precise Verification, and Fully Parallel Execution

Yunhai Hu ⋅ Zining Liu ⋅ Xiangyang Yin ⋅ Tianhua Xia ⋅ BO BAO ⋅ Eric Sather ⋅ Vithursan Thangarasa ⋅ Sai Qian Zhang

[ OpenReview]

Poster

None

TRACER: Trajectory Risk Aggregation for Critical Episodes in Agentic Reasoning

Sina Tayebati ⋅ Divake Kumar ⋅ Nastaran Darabi ⋅ Davide Ettori ⋅ Ranganath Krishnan ⋅ Amit Trivedi

[ OpenReview]

Poster

None

VIBE: Disentangling Social Dynamics via Kinematics-Informed Variational Inference for Behavioral Emotion

Abhishek Pratap Singh ⋅ Vaibhav Singh ⋅ Deepak Kumar ⋅ Balasubramanian Raman

[ Poster] [ OpenReview]

Poster

None

A Two-Tier Perspective on Inference-Time Parallelism in Multi-Agent LLM Systems

Zihan Xu ⋅ Haolin Tian ⋅ Hai Jiang

[ OpenReview]

Poster

None

Advantage Collapse in Group Relative Policy Optimization: Diagnosis and Mitigation

Xixiang He ⋅ Qiyao Sun ⋅ Ao Cheng ⋅ Xingming Li ⋅ Xuanyu Ji ⋅ Hailun Lu ⋅ Runke Huang ⋅ Qingyong Hu

[ Poster] [ OpenReview]

Poster

None

Cluster-Aware Causal Mixer for Online Anomaly Detection in Multivariate Time Series

Md Mahmuddun Nabi Murad ⋅ Yasin Yilmaz

[ Poster] [ OpenReview]

Poster

None

Latent Space Robust Optimization of Neural Processes with Aligned Stratified Order-Statistic Loss Reduction

Qi Tao ⋅ Jiarong Wen ⋅ Jing Yang ⋅ Guanlin Wu ⋅ Zhang Kaiyu ⋅ Yiqin Lv ⋅ Wumei Du ⋅ Xingxing Liang ⋅ Qi Wang

[ OpenReview]

Poster

None

Position: Profiling Game Worlds by Transition Complexity

Lele Cao

[ Slides] [ Poster] [ OpenReview]

Poster

None

BVS: Bayesian Visual Search with Multimodal Large Language Model for Fine-grained Perception

Geng Li ⋅ Yuxin Peng

[ OpenReview]

Poster

None

GOTabPFN: From Feature Ordering to Compact Tokenization for Tabular Foundation Models on High-Dimensional Data

Al Zadid Sultan Bin Habib ⋅ Md Younus Ahamed ⋅ Prashnna Gyawali ⋅ Gianfranco Doretto ⋅ Donald Adjeroh

[ Slides] [ OpenReview]

Poster

None

Implicit Safety Alignment from Crowd Preferences

Qian Lin ⋅ Daniel S Brown

[ Slides] [ Poster] [ OpenReview]

Poster

None

Federated Multi-view Clustering for Remote Sensing Data

Renxiang Guan ⋅ Xiang Yang ⋅ Hao Yu ⋅ Siwei Wang ⋅ Suyuan Liu ⋅ Wenjing Yang ⋅ Jun-Jie Huang ⋅ Ao Li ⋅ Xinwang Liu ⋅ Yuhua Tang

[ Poster] [ OpenReview]

Poster

None

Scaling the Prior: Size-Consistent Geometric Diffusion for 3D Molecular Generation

Wenhan Gao ⋅ Jingxiang Qu ⋅ Yi Liu

[ Poster] [ OpenReview]

Poster

None

Med-SegLens: Latent-Level Model Diffing for Interpretable Medical Image Segmentation

Salma Ahmed ⋅ Emad Mohammed ⋅ Azam Bidgoli

[ Poster] [ OpenReview]

Poster

None

Hard-Constrained Graph Generation with Discrete-Projection Diffusion

Xuesong Zhang ⋅ Haifeng Sun ⋅ Qi Qi ⋅ Shengkuan Li ⋅ Yuhao Li ⋅ Tianyi Kou ⋅ Zirui Zhuang ⋅ Bo He ⋅ Jianxin Liao ⋅ Jingyu Wang

[ OpenReview]

Poster

None

Learning Rewrite-Invariant Reasoning with Targeted Alternation Training

Mousa Arraf ⋅ Ido Guy ⋅ Kira Radinsky

[ Slides] [ OpenReview]

Poster

None

No Retraining at Edge: Efficient Resource-Aware Mixed-Precision Quantization via Federated Supernet Learning

Lianbo Ma ⋅ Yonghui Su ⋅ Nan Li ⋅ Xingwei Wang

[ OpenReview]

Poster

None

Coverage ≠ Exposure: Auditable Control of Same-Support Tail Failures under Multimodal Missingness

Ziteng Hong ⋅ Bingzhi Chen ⋅ Yishu Liu ⋅ Sudong Cai ⋅ Guangming Lu

[ OpenReview]

Poster

None

Position: Behavioral Systems Require Behavioral Tests

Manuel Cherep ⋅ Nikhil Singh ⋅ Pattie Maes

[ OpenReview]

Poster

None

Label-Guided Representation Learning for Incomplete Multi-View Multi-Label Classification

Yang Li ⋅ Quanjiang Li ⋅ Tingjin Luo

[ OpenReview]

Poster

None

Visual Persuasion: What Influences Decisions of Vision-Language Models?

Manuel Cherep ⋅ Pranav M R ⋅ Pattie Maes ⋅ Nikhil Singh

[ OpenReview]

Poster

None

Kronecker Generative Networks: A General Neural Architecture for Parameter-Efficient Learning Across Classification Tasks

Yang Yang ⋅ Zhengmin Kong ⋅ Yuan Liu ⋅ Tao Huang ⋅ Wei Xiang

[ OpenReview]

Poster

None

Knowing Bias, Doing Better: Mitigating Social Bias in LLMs via Know-Bias Neuron Enhancement

Jinhao Pan ⋅ Chahat Raj ⋅ Anjishnu Mukherjee ⋅ Sina Mansouri ⋅ Bowen Wei ⋅ Shloka Yada ⋅ Ziwei Zhu

[ Slides] [ Poster] [ OpenReview]

Poster

None

Do-Prompt: Causal Interventions Meet Variational Prompt Bottlenecks

Xueting Chen ⋅ Jun-Jie Huang ⋅ Yan Yan ⋅ Long Lan ⋅ Yuhua Tang ⋅ Wenjing Yang

[ Slides] [ OpenReview]

Poster

None

SpanNorm: Reconciling Training Stability and Performance in Deep Transformers

Chao Wang ⋅ Bei Li ⋅ Jiaqi Zhang ⋅ Xinyu Liu ⋅ Yuchun Fan ⋅ Linkun Lyu ⋅ Xin Chen ⋅ Jingang Wang ⋅ Tong Xiao ⋅ Peng Pei ⋅ Xunliang Cai

[ Poster] [ OpenReview]

Poster

None

Learning Decentralized LLM Collaboration with Multi-Agent Actor Critic

Shuo Liu ⋅ Tianle Chen ⋅ Ryan Amiri ⋅ Christopher Amato

[ Slides] [ Poster] [ OpenReview]

Poster

None

Cure-SFT: Diagnostic-Guided Data Curation for Instruction Tuning

Yuankang Fu ⋅ Xinrong Gong ⋅ Chen Gong ⋅ Tong Zhang ⋅ Kaixiang Yang

[ OpenReview]

Poster

None

Self-supervised Hierarchical Visual Reasoning with World Model

Yuanfei Xu ⋅ Lin Liu ⋅ Wengang Zhou ⋅ Mingxiao Feng ⋅ Houqiang Li

[ OpenReview]

Poster

None

Resource-Efficient Reinforcement for Reasoning Large Language Models via Dynamic One-Shot Policy Refinement

Yunjian Zhang ⋅ Sudong Wang ⋅ Yang Li ⋅ Peiran Xu ⋅ Conghao Zhou ⋅ Xiaoyue Ma ⋅ Jianing Li ⋅ Yao Zhu

[ OpenReview]

Poster

None

BAT: Better Audio Transformer Guided by Convex Gated Probing

Houtan Ghaffari ⋅ Lukas Rauch ⋅ Christoph Scholz ⋅ Paul Devos

[ OpenReview]

Poster

None

AvAtar: Learning to Align via Active Optimal Transport

Qi Yu ⋅ Ruizhong Qiu ⋅ Zhichen Zeng ⋅ My T. Thai ⋅ huan liu ⋅ Hanghang Tong

[ OpenReview]

Poster

None

Spherical SO(3) Equivariant Local Attention

Yusuke Sekikawa ⋅ Jun Nagata ⋅ Itsumi Araki ⋅ Ruka Eto

[ OpenReview]

Poster

None

Learning Rate Annealing Improves Tuning Robustness in Stochastic Optimization

Amit Attia ⋅ Tomer Koren

[ OpenReview]

Poster

None

CRAG: Can 3D Generative Models Help 3D Assembly?

Zeyu Jiang ⋅ Sihang Li ⋅ Siqi Tan ⋅ Chenyang Xu ⋅ Juexiao Zhang ⋅ Julia Galway-Witham ⋅ Xue Wang ⋅ Scott Williams ⋅ Radu Iovita ⋅ Chen Feng ⋅ Jing Zhang

[ OpenReview]

Poster

None

Broadening the Backdoor Basin: Understanding LLM Backdoors Collapse and Making Backdoors Persistent

Xingyi Zhao ⋅ Tian Xie ⋅ Xiaojun Qi ⋅ Depeng Xu ⋅ Shuhan Yuan

[ Slides] [ Poster] [ OpenReview]

Poster

None

PGD-NO: A Neural Operator with Precomputed Geometry Decomposition for 3D Million-Scale physics simulations

Weiheng Zhong ⋅ Jing Bi ⋅ Victor Oancea ⋅ Hadi Meidani

[ Poster] [ OpenReview]

Poster

None

Layer-wise Gradient Disentanglement: Decoupling Semantics and Preferences in Direct Preference Optimization

Mengyang Li ⋅ Shuang Liu ⋅ Zhong Zhang

[ OpenReview]

Poster

None

STAND: Self-Aware Precondition Induction for Interactive Task Learning

Daniel Weitekamp ⋅ Glen Smith ⋅ Ken Koedinger ⋅ Christopher MacLellan

[ OpenReview]

Poster

None

Diversity-Driven Offline Multi-Objective Optimization via Bi-Level Pareto Set Learning

Yiyi Zhu ⋅ Yaolin Wen ⋅ Xiang Xia ⋅ Xin An ⋅ Hanyi Si ⋅ Xiang Shu ⋅ Yangde Fu ⋅ Liang Dou ⋅ Hong Qian

[ OpenReview]

Poster

None

AD-MIR: Bridging the Gap from Perception to Persuasion in Advertising Video Understanding via Structured Reasoning

Binxiao Xu ⋅ Junyu Feng ⋅ Xiaopeng Lin ⋅ Haodong Li ⋅ ZhiYuan Feng ⋅ Bohan Zeng ⋅ Ruichuan An ⋅ Ming Lu ⋅ Qi She ⋅ Wentao Zhang

[ OpenReview]

Poster

None

Towards Understanding Generalization of Federated Adversarial Learning: Perspective of Algorithmic Stability

Yongkang Yang ⋅ Chang Cao ⋅ Ke Zhang ⋅ Han Li ⋅ Hong Chen ⋅ Rushi Lan

[ Poster] [ OpenReview]

Poster

None

VR-Thinker: Boosting Multimodal Reward Models through Think with Image Reasoning

Qunzhong Wang ⋅ Jie Liu ⋅ Jiajun Liang ⋅ Yuanxing Zhang ⋅ Yilei Jiang ⋅ Yaozhi ZHENG ⋅ Xintao Wang ⋅ Pengfei Wan ⋅ Xiangyu Yue ⋅ Jiaheng Liu

[ OpenReview]

Poster

None

Diffusion Flow Matching: Dimension-Improved KL Bounds and Wasserstein Guarantees

Marta Gentiloni Silveri ⋅ Giovanni Conforti ⋅ Alain Oliviero Durmus

[ Poster] [ OpenReview]

Poster

None

ReasonEdit: Editing Vision--Language Models using Human Reasoning

Jiaxing Qiu ⋅ Kaihua Hou ⋅ Roxana Daneshjou ⋅ Ahmed Alaa ⋅ Thomas Hartvigsen

[ Slides] [ Poster] [ OpenReview]

Poster

None

Less Is More: Fast and Accurate Reasoning with Cross-Head Unified Sparse Attention

Lijie Yang ⋅ Zhihao Zhang ⋅ Arti Jain ⋅ Shijie Cao ⋅ Baihong Yuan ⋅ Yiwei Chen ⋅ Zhihao Jia ⋅ Ravi Netravali

[ OpenReview]

Poster

None

A Two-Layer Framework for Joint Online Configuration Selection and Admission Control

Owen Shen ⋅ Haoran Xu ⋅ Yinyu Ye ⋅ Peter Glynn ⋅ Patrick Jaillet

[ OpenReview]

Poster

None

Estimation of Treatment Effects Under Nonstationarity via the Truncated Policy Gradient Estimator

Ramesh Johari ⋅ Tianyi Peng ⋅ Wenqian Xing

[ OpenReview]

Poster

None

SafeSeek: Universal Attribution of Safety Circuits in Language Models

Miao Yu ⋅ Siyuan Fu ⋅ Moayad Aloqaily ⋅ Zhenhong Zhou ⋅ Safa Otoum ⋅ Xing fan ⋅ Kun Wang ⋅ Yufei Guo ⋅ Qingsong Wen

[ OpenReview]

Poster

None

DecoderTCR: Compositional Pretraining and Entropy-Guided Decoding for TCR-pMHC Interactions

Ben Lai ⋅ Melissa Englund ⋅ Ramit Bharanikumar ⋅ Isabel Nocedal ⋅ Ali Davariashtiyani ⋅ Jason Perera ⋅ Aly Khan

[ OpenReview]

Poster

None

Do Transformers Need Three Projections? Systematic Study of QKV Variants

Ali Kayyam ⋅ Anusha Gopal ⋅ M Lewis

[ Slides] [ OpenReview]

Poster

None

Curated Synthetic Data Doesn’t Have to Collapse: A Theoretical Study of Generative Retraining with Pluralistic Preferences

Ali Falahati ⋅ Mohammad Mohammadi Amiri ⋅ Kate Larson ⋅ Lukasz Golab

[ OpenReview]

Poster

None

Optimal Anytime Algorithms for Online Convex Optimization with Adversarial Constraints

Dhruv Sarkar ⋅ Abhishek Sinha

[ OpenReview]

Poster

None

G$^2$RPO: Geometric GRPO; Escaping LLM's Reasoning Rut to Break Accuracy--Entropy Trade-off

Ali Rad ⋅ Khashayar Filom ⋅ Darioush Keivan ⋅ Peyman Mohajerin Esfahani ⋅ Ehsan Kamalinejad

[ OpenReview]

Poster

None

Autobidding Auctions with LLM-Powered Creatives

Bingzhe Wang ⋅ Bowei Zhang ⋅ Changyuan Yu ⋅ Qi Qi

[ OpenReview]

Poster

None

Distribution Transformers: Fast Approximate Bayesian Inference With On-The-Fly Prior Adaptation

George Whittle ⋅ Juliusz Ziomek ⋅ Jacob Rawling ⋅ Michael A Osborne

[ OpenReview]

Poster

None

Unsupervised Camouflaged Object Detection with Dual-Eigenvector Spectral Pseudo-Labeling and Contrastive Refinement

Pingzhu Liu ⋅ Chunming He ⋅ Zunnan Xu ⋅ Chao Hao ⋅ Bo Zhao ⋅ Xingyu Shao ⋅ Jun Zhou ⋅ Zitong YU ⋅ Xiu Li

[ OpenReview]

Poster

None

Adaptive Symmetry Discovery for Dynamical System Identification

Behrooz Tahmasebi ⋅ Melanie Weber

[ OpenReview]

Poster

None

Reading the Cell, Designing the Cure: Perturbation-Conditioned Molecular Diffusion for Function-Oriented Drug Design

ZIYU XU ⋅ zijian zhang ⋅ Liang Wang ⋅ Zhiyuan Liu ⋅ Qiang Liu ⋅ Shu Wu ⋅ Liang Wang

[ Poster] [ OpenReview]

Poster

None

MemIncept: Steering LLM Agents via Cooperative Stealthy Memory Injections

Nan Yan ⋅ Qian Lou ⋅ Jiarong Xing

[ OpenReview]

Poster

None

TreeCUA: Efficiently Scaling GUI Automation with Tree-Structured Verifiable Evolution

Deyang Jiang ⋅ Jing Huang ⋅ Xuanle Zhao ⋅ Lei Chen ⋅ Liming Zheng ⋅ Fanfan Liu ⋅ Haibo Qiu ⋅ Peng Shi ⋅ Zhixiong Zeng

[ OpenReview]

Poster

None

A Linear Expectation Constraint for Selective Prediction and Routing with False-Discovery Control

Zhiyuan Wang ⋅ Aniri - ⋅ Tianlong Chen ⋅ Yue Zhang ⋅ Heng Tao Shen ⋅ Xiaoshuang Shi ⋅ Kaidi Xu

[ Poster] [ OpenReview]

Poster

None

DLO-Lab: Benchmarking Deformable Linear Object Manipulations with Differentiable Physics

Junyi Cao ⋅ Yian Wang ⋅ Ziyan Xiong ⋅ Chunru Lin ⋅ Zhehuan Chen ⋅ Chuang Gan

[ Slides] [ Poster] [ OpenReview]

Poster

None

MIND: Decoupling Model-Induced Label Noise via Latent Manifold Disentanglement

Dayong Ren

[ OpenReview]

Poster

None

Corruption-Tolerant Asynchronous Q-Learning with Near-Optimal Rates

Sreejeet Maity ⋅ Aritra Mitra

[ Slides] [ Poster] [ OpenReview]

Poster

None

Position: Carbon Footprint Reporting Should Be Routine in Machine Learning Research

Guan-Ming Chiu

[ Slides] [ Poster] [ OpenReview]

Poster

None

IBMA: Information Bottleneck-Based Multimodal Alignment

Yancheng Wang ⋅ Zeyu Dong ⋅ Dongfang Sun ⋅ Alvin Silva ⋅ Teresa Wu ⋅ Yingzhen Yang

[ Slides] [ Poster] [ OpenReview]

Poster

None

SHARP-Q: Spectral Hessian Alignment and Rectification for Post-training Quantization

Menghao Lv ⋅ Huiqiong Wang ⋅ Li Sun ⋅ Mingli Song

[ OpenReview]

Poster

None

PolarDepth: Monocular Transparent Object Depth from Polar-Physics Priors

Wen Dong ⋅ Haiyang Mei ⋅ Yinglian Ji ⋅ Zijun Zhang ⋅ Wenyuan Zhang ⋅ Pengwei Luo ⋅ Bo Dong ⋅ Shengfeng He ⋅ Xin Yang

[ Poster] [ OpenReview]

Poster

None

Causal Structure Learning for Sparse Matrix Fill-in Reduction

Ziwei Li ⋅ Shuzi Niu ⋅ Tao Yuan ⋅ Huiyuan Li

[ OpenReview]

Poster

None

Artificial Hippocampus Networks for Efficient Long-Context Modeling

Yunhao Fang ⋅ Weihao Yu ⋅ Shu Zhong ⋅ Qinghao Ye ⋅ Xuehan Xiong ⋅ Lai Wei

[ OpenReview]

Poster

None

The Geometry of Projection Heads: Conditioning, Invariance, and Collapse

Faris Chaudhry

[ Poster] [ OpenReview]

Poster

None

Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models

Siyan Zhao ⋅ Zhihui Xie ⋅ Mengchen Liu ⋅ Jing Huang ⋅ Guan Pang ⋅ Feiyu Chen ⋅ Aditya Grover

[ OpenReview]

Poster

None

Why ReLU? A Bit-Model Dichotomy for Deep Network Training

Ilan Doron-Arad ⋅ Elchanan Mossel

[ OpenReview]

Poster

None

Stability-Aware Feature Design for Robust Watermark Detection in Machine-Generated Text

Sina Mansouri ⋅ Mohit Marvania ⋅ Abolfazl Safikhani

[ OpenReview]

Poster

None

Protein Circuit Tracing via Cross-layer Transcoders

Darin Tsui ⋅ Kunal Talreja ⋅ Daniel Saeedi ⋅ Amirali Aghazadeh

[ Slides] [ Poster] [ OpenReview]

Poster

None

Position: Benchmarks Do Not Measure Deployment Readiness in Clinical AI

Haoran Zhang ⋅ Hyewon Jeong ⋅ Olawale Salaudeen ⋅ Walter Gerych ⋅ Nigam Shah ⋅ Marzyeh Ghassemi

[ OpenReview]

Poster

None

Partial Fusion of Neural Networks: Efficient Tradeoffs Between Ensembles and Weight Aggregation

Fabian Morelli ⋅ Stephan Eckstein

[ OpenReview]

Poster

None

Reward Modeling from Natural Language Human Feedback

Zongqi Wang ⋅ Rui Wang ⋅ Yuchuan Wu ⋅ Yiyao Yu ⋅ Pinyi Zhang ⋅ Shaoning Sun ⋅ Yujiu Yang ⋅ Yongbin Li

[ OpenReview]

Poster

None

Masked Multi-path Contrast with Confidence-Gated Semantic Imputation for Incomplete Multi-view Clustering

Fan Yang ⋅ Haikun Xu

[ OpenReview]

Poster

None

QHyer: Q-conditioned Hybrid Attention-mamba Transformer for Offline Goal-conditioned RL

Xing Lei ⋅ Jincheng Wang ⋅ Xuetao Zhang ⋅ Donglin Wang

[ Slides] [ Poster] [ OpenReview]

Poster

None

gp2Scale: A Class of Compactly Supported Non-Stationary Kernels and Distributed Computing for Exact Gaussian Processes on 10 Million Data Points

Marcus Noack ⋅ Mark Risser ⋅ HENGRUI LUO ⋅ Vardaan Tekriwal ⋅ Ronald Pandolfi

[ Slides] [ OpenReview]

Poster

None

ScaLoRA: Optimally Scaled Low-Rank Adaptation for Efficient High-Rank Fine-Tuning

Yilang Zhang ⋅ Xiaodong Yang ⋅ Yiwei Cai ⋅ Georgios B. Giannakis

[ OpenReview]

Poster

None

LogicSAGE: Neuro-Symbolic Reasoning with Socratic-Guided Enhancement

Jinlong Tian ⋅ Jiang Yu ⋅ Kewei Cheng ⋅ Fengxiang Cheng ⋅ Yue He ⋅ Yunfei Wang ⋅ Haotian Wang ⋅ Haoxuan Li ⋅ Wenjing Yang ⋅ Shixuan Liu

[ OpenReview]

Poster

None

A Solver-Free Training Method for Predict-then-Optimize

Beichen Wan ⋅ Mo Liu

[ OpenReview]

Poster

None

RSA-CP: Efficient Conformal Prediction in Small-Sample Regimes via Random Score Alignment

Pankaj Bhagwat ⋅ Zhixian Yang ⋅ yihao wang ⋅ Bei Jiang ⋅ Linglong Kong

[ Slides] [ Poster] [ OpenReview]

Poster

None

From Interactions to Principles: Experience-Driven Self-Distillation for Evolving LLM Agents

Rong Wu ⋅ Xiaoman Wang ⋅ Jianbiao Mei ⋅ Pinlong Cai ⋅ Daocheng Fu ⋅ Cheng Yang ⋅ Licheng Wen ⋅ Xuemeng Yang ⋅ Yufan Shen ⋅ Yuxin Wang ⋅ Botian Shi

[ OpenReview]

Poster

None

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models

Yuefeng Peng ⋅ Parnian Afshar ⋅ Megan Ganji ⋅ Thomas Butler ⋅ Amir Houmansadr ⋅ Mingxian Wang ⋅ Dezhi Hong

[ OpenReview]

Poster

None

Position: Preregister Experiments with AI Agents

Michelle Vaccaro

[ Slides] [ OpenReview]

Poster

None

AgentTailor: A Semantic-Aware LLM-Based Multi-Agent System with Actor-Critic Structure

Peiting Yang ⋅ Jiahao Shi ⋅ Caiyi Xu ⋅ Ming Liu ⋅ Yanxia Wu ⋅ Rongsheng Li

[ OpenReview]

Poster

None

Orchestrating Spatial Semantics via a Zone-Graph Paradigm for Intricate Indoor Scene Generation

Meisheng Zhang ⋅ Shizhao Sun ⋅ Yang Zhao ⋅ Ziyuan Liu ⋅ Zhijun Gao ⋅ Jiang Bian

[ OpenReview]

Poster

None

Gauge-Equivariant Graph Networks via Self-Interference Cancellation

Yoonhyuk Choi ⋅ Jiho Choi ⋅ Jiwoo Kang

[ OpenReview]

Poster

None

Sample Complexity Bounds for Robust Mean Estimation with Mean-Shift Contamination

Ilias Diakonikolas ⋅ Giannis Iakovidis ⋅ Daniel Kane ⋅ Sihan Liu

[ OpenReview]

Poster

None

Position: Stop Reactively Patching Your Model Every Time and Start Proactive Test-Driven AI Development

Nadine Chang ⋅ Maying Shen ⋅ Jialiang Wang ⋅ Rafid Mahmood ⋅ Jose Alvarez

[ Poster] [ OpenReview]

Poster

None

Amodal Instance Segmentation with IRAIS Dataset for Sim-to-Real Transfer

Lingui Li ⋅ Bidong Chen

[ Poster] [ OpenReview]

Poster

None

DenseMLLM: Standard Multimodal LLMs are Intrinsic Dense Predictors

Yi Li ⋅ Hongze Shen ⋅ Lexiang Tang ⋅ Xin Li ⋅ Xinpeng Ding ⋅ Yinsong Liu ⋅ Deqiang Jiang ⋅ Xing Sun ⋅ Xiaomeng Li

[ OpenReview]

Poster

None

The (Marginal) Value of a Search Ad: An Online Causal Framework for Repeated Second-price Auctions

Yuxiao Wen ⋅ Zihao Hu ⋅ Yanjun Han ⋅ Yuan YAO ⋅ Zhengyuan Zhou

[ OpenReview]

Poster

None

Watermarking LLM Agent Trajectories

Wenlong Meng ⋅ Chen GONG ⋅ Terry Yue Zhuo ⋅ Fan Zhang ⋅ Kecen Li ⋅ Zheng Liu ⋅ Zhou Yang ⋅ Chengkun Wei ⋅ Wenzhi CHEN

[ OpenReview]

Poster

None

Causal Disentangled Anchor Learning for Scalable Fair Multi-view Clustering

Suyuan Liu ⋅ Shengfei Wei ⋅ Wenjing Yang ⋅ Shengju Yu ⋅ Siwei Wang ⋅ Xueqiong Li ⋅ Wenpeng Lu ⋅ Xinwang Liu

[ OpenReview]

Poster

None

Better, Faster: Harnessing Self-Improvement in Large Reasoning Models

Qihuang Zhong ⋅ Liang Ding ⋅ Juhua Liu ⋅ Bo Du ⋅ Leszek Rutkowski ⋅ Dacheng Tao

[ OpenReview]

Poster

None

RGGT: A Generative-Prior-Guided Transformer for Unified Rigid and Non-Rigid Point Cloud Registration

Chengyu Zheng ⋅ Songlin Yang ⋅ Jin Huang ⋅ Honghua Chen ⋅ Weiming Wang ⋅ Haoran Xie ⋅ Fu Lee Wang ⋅ Mingqiang Wei

[ OpenReview]

Poster

None

SemBind: Binding Diffusion Watermarks to Semantics Against Black-Box Forgery Attacks

Xin Zhang ⋅ Zijin Yang ⋅ Kejiang Chen ⋅ Linfeng Ma ⋅ Weiming Zhang ⋅ Nenghai Yu

[ OpenReview]

Poster

None

SafeSearch: Automated Red-Teaming of LLM-Based Search Agents

Jianshuo Dong ⋅ Sheng Guo ⋅ Hao Wang ⋅ Xun Chen ⋅ Zhuotao Liu ⋅ Tianwei Zhang ⋅ Ke Xu ⋅ Minlie Huang ⋅ Han Qiu

[ OpenReview]

Poster

None

From Distribution to Geometry: Stable Graph Generalization via Invariant Barycenters

Hangyuan Du ⋅ Rong Wang ⋅ Weihong Zhang ⋅ Lu Bai ⋅ Liang Bai ⋅ Yu Xie ⋅ Wenjian Wang

[ Poster] [ OpenReview]

Poster

None

CoPE: A Framework for Optimizing Coordination between Planning and Execution in LLM-based Agents

Huanxi Liu ⋅ Kun Hu ⋅ Qiang Wang ⋅ Yuanzhao Zhai ⋅ Feng Dawei ⋅ Bo Ding ⋅ Huaimin Wang

[ OpenReview]

Poster

None

CGRiC: Compositional Risk Certification for Structured LLM Outputs

Ibne Farabi Shihab ⋅ SANJEDA AKTER ⋅ Anuj Sharma

[ Poster] [ OpenReview]

Poster

None

Variational inference via Gaussian interacting particles in the Bures-Wasserstein geometry

Giacomo Borghi ⋅ Jose Carrillo

[ Slides] [ OpenReview]

Poster

None

Asymptotic Universal Alignment: A New Alignment Framework via Test-Time Scaling

Yang Cai ⋅ Weiqiang Zheng

[ Poster] [ OpenReview]

Poster

None

Deep Flow Networks

Ozan Candogan ⋅ Ayoub Foussoul

[ Poster] [ OpenReview]

Poster

None

Causal Preference Elicitation

Edwin V. Bonilla ⋅ He Zhao ⋅ Daniel Steinberg

[ Slides] [ OpenReview]

Poster

None

TACTIC: Task-Aware Sparse Coordination Graphs for Multi-Task Multi-agent Reinforcement Learning

Kexing Peng ⋅ Pengyi Li ⋅ tinghuai ma ⋅ Jianye Hao

[ OpenReview]

Poster

None

Learning the Best Under Constraints: A Duality-Based Framework

Mingjie HU ⋅ Enlu Zhou ⋅ Jianqiang Hu

[ OpenReview]

Poster

None

FedSSM: State Space Model-based Proactive Inference for Heterogeneous Multimodal Federated Learning

Hengyi Ren ⋅ Yuchen Xie ⋅ Changlong Wang ⋅ Xin Li ⋅ Yue Huang ⋅ Jian Guo ⋅ Lijuan Sun

[ OpenReview]

Poster

None

Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation

Bo Yuan ⋅ Zelin Zhao ⋅ Petr Molodyk ⋅ Bin Hu ⋅ Yongxin Chen

[ OpenReview]

Poster

None

Enhancing Cross-subject Emotion Recognition via Heterogeneous Distribution Augmentation and Collaborative Learning

Wending Xiong ⋅ Ruimin Hu ⋅ Lingfei Ren ⋅ Junhang Wu ⋅ Mei Wang ⋅ Dengshi Li ⋅ Mang Ye

[ Poster] [ OpenReview]

Poster

None

On the Separability of Information in Diffusion Models

Akhil Premkumar

[ OpenReview]

Poster

None

Plan, Decouple, Assimilate: Physics-Aware Object Insertion in Remote Sensing Imagery

Yingyan Hou ⋅ Xianchi Dong ⋅ Chao Ren ⋅ Wanxuan Lu ⋅ Zihan Wei ⋅ Hongfeng Yu ⋅ Yixiao Wang ⋅ Yaning Zhou

[ OpenReview]

Poster

None

OSCS: Online Selection with Provable FAR Control for LLM Safety

Zirui Hu ⋅ Zheng Zhang ⋅ Yingjie Wang ⋅ Dacheng Tao

[ Slides] [ Poster] [ OpenReview]

Poster

None

(Be Cautious!) Bio-Foundation Models Are Not Yet Robust to Biologically Plausible Perturbations and ML Transformations

Jinhao Duan ⋅ Ruichen Zhang ⋅ Gengwei Zhang ⋅ Huaizhi Qu ⋅ Jie Peng ⋅ Sijia Liu ⋅ Tianlong Chen

[ Slides] [ Poster] [ OpenReview]

Poster

None

Memory Savings at What Cost? A Study of Alternatives to Backpropagation

Kunjal Panchal ⋅ Sunav Choudhary ⋅ Yuriy Brun ⋅ Hui Guan

[ OpenReview]

Poster

None

Uncovering Hidden Triggers: Backdoor Attribution in Language Models

Miao Yu ⋅ Zhenhong Zhou ⋅ Moayad Aloqaily ⋅ Kun Wang ⋅ Biwei Huang ⋅ Stephen Wang ⋅ Yueming Jin ⋅ Qingsong Wen

[ OpenReview]

Poster

None

Batched First-Order Methods for Parallel LP Solving in MIP

Nicolas Blin ⋅ Stefano Gualandi ⋅ Christopher Maes ⋅ Andrea Lodi ⋅ Bartolomeo Stellato

[ OpenReview]

Poster

None

A Short and Unified Convergence Analysis of the SAG, SAGA, and IAG Algorithms

Feng Zhu ⋅ Robert Heath ⋅ Aritra Mitra

[ Slides] [ Poster] [ OpenReview]

Poster

None

(Sparse) Attention to the Details: Preserving Spectral Fidelity in ML-based Weather Forecasting Models

Maksim Zhdanov ⋅ Ana Lucic ⋅ Max Welling ⋅ Jan-Willem van de Meent

[ Slides] [ OpenReview]

Poster

None

CONGA:Confidence-and-Gradient-Aware Learning Rate Schedule for Test Time Adaptation

Shaoran Lv ⋅ Xinyao Li ⋅ Jingjing Li

[ OpenReview]

Poster

None

ManifoldKV: Training-Free KV Cache Compression via Euclidean Outlier Detection

Debajyoti Datta ⋅ Trishala Neeraj ⋅ Bibek Paudel ⋅ Vyom Sharma ⋅ subhabrata mukherjee

[ OpenReview]

Poster

None

Amortized Variational Inference for Partial-Label Learning: A Probabilistic Approach to Label Disambiguation

Tobias Fuchs ⋅ Nadja Klein

[ OpenReview]

Poster

None

Learning $U$-Statistics with Active Inference

Xiaoning Wang ⋅ Huo Yuyang ⋅ Liuhua Peng ⋅ Changliang Zou

[ OpenReview]

Poster

None

Let the Prototype Guide You: Robust Aggregation of Sparse Multi-Class Annotations via Annotator Prototype Learning

Ju Chen ⋅ Jun Feng ⋅ Shenyu Zhang

[ Poster] [ OpenReview]

Poster

None

Implicit Preference Alignment for Human Image Animation

Yuanzhi Wang ⋅ Xuhua Ren ⋅ Jiaxiang Cheng ⋅ bing ma ⋅ Kai Yu ⋅ Tianxiang Zheng ⋅ Qinglin Lu ⋅ Zhen Cui

[ OpenReview]

Poster

None

Unifying Heterogeneous Multi-Modal Remote Sensing Detection Via Language-Pivoted Pretraining

Yuxuan Li ⋅ Yuming Chen ⋅ Yunheng Li ⋅ Ming-Ming Cheng ⋅ Xiang Li ⋅ jian Yang

[ OpenReview]

Poster

None

How Reasoning Evolves from Post-Training Data: An Empirical Study Using Chess

Lucas Dionisopoulos ⋅ Nicklas Majamaki ⋅ Prithviraj Ammanabrolu

[ OpenReview]

Poster

None

When Simple Problems Wear Complex Costumes: Improving Efficiency in LRM’s Adaptive Reasoning

Junnan Ren ⋅ Yan Zhang ⋅ Qian Chen ⋅ Yunhang Shen ⋅ Ke Li ⋅ Shengchuan Zhang ⋅ Liujuan Cao ⋅ Rongrong Ji

[ OpenReview]

Poster

None

effGen: Enabling Small Language Models as Capable Autonomous Agents

Gaurav Srivastava ⋅ Aafiya Hussain ⋅ Chi Wang ⋅ Yingyan (Celine) Lin ⋅ Xuan Wang

[ Slides] [ Poster] [ OpenReview]

Poster

None

AAD-1: Asymmetric Adversarial Distillation for One-Step Autoregressive Video Generation

Haobo Li ⋅ Yanhong Zeng ⋅ Yunhong Lu ⋅ Jiapeng Zhu ⋅ Hao Ouyang ⋅ Qiuyu Wang ⋅ Ka Leong Cheng ⋅ Yujun Shen ⋅ Zhipeng Zhang

[ Slides] [ OpenReview]

Poster

None

What Language is This? Ask Your Tokenizer.

Clara Meister ⋅ Ahmetcan Yavuz ⋅ Pietro Lesci ⋅ Tiago Pimentel

[ OpenReview]

Poster

None

PRIM：Cooperative Dynamic Token Compression for Efficient Large Multimodal Models

Song Li ⋅ yongping xiong

[ OpenReview]

Poster

None

The Cost of Information: Phase Transitions in Contextual Bandits with Paid Observations

Xueping Gong ⋅ Jiheng Zhang

[ OpenReview]

Poster

None

Vegas: Self-Speculative Decoding with Verification-Guided Sparse Attention

Yikang Yue ⋅ Yuqi Xue ⋅ Jian Huang

[ OpenReview]

Poster

None

Active Learning with Foundation Model Priors: Efficient Learning under Class Imbalance

Jiancheng Zhang ⋅ Meiqing Li ⋅ Qi Zhang ⋅ Yinglun Zhu

[ OpenReview]

Poster

None

ViSurf: Visual Supervised-and-Reinforcement Fine-Tuning for Large Vision-and-Language Models

Yuqi Liu ⋅ Liangyu Chen ⋅ Jiazhen Liu ⋅ Mingkang Zhu ⋅ Zhisheng Zhong ⋅ Bei Yu ⋅ Jiaya Jia

[ Slides] [ Poster] [ OpenReview]

Poster

None

Bipartite Graph Attention-based Clustering for Large-scale scRNA-seq Data

Zhuomin Liang ⋅ Liang Bai ⋅ Xian Yang

[ OpenReview]

Poster

None

Learning to Decode Against Compositional Hallucination in Video Multimodal Large Language Models

Wenbin Xing ⋅ Quanxing Zha ⋅ Lizheng Zu ⋅ Mengran Li ⋅ Ming Li ⋅ Junchi Yan

[ Slides] [ Poster] [ OpenReview]

Poster

None

Leveraging Gauge Freedom for Learning Non-Gradient Population Dynamics of Stochastic Systems

Jules Berman ⋅ Tobias Blickhan ⋅ Benjamin Peherstorfer

[ OpenReview]

Poster

None

A Theory of Contrastive Learning with Natural Images

Antonio Torralba ⋅ Yair Weiss

[ OpenReview]

Poster

None

The Geometric Origin of Grokking: Accelerating Generalization via Active Structural Reorganization

Kefei Tao ⋅ Zhang Zhang ⋅ Mingze Qi ⋅ Xiaojun Duan

[ OpenReview]

Poster

None

CalPro: Prior-Aware Evidential Conformal Prediction with Structure-Aware Sensitivity Bounds for Protein Structures

Ibne Farabi Shihab ⋅ SANJEDA AKTER ⋅ Anuj Sharma

[ Poster] [ OpenReview]

Poster

None

Scaling up Multi-Turn Off-Policy RL and Multi-Agent Tree Search for LLM Step-Provers

Ran Xin ⋅ Zeyu Zheng ⋅ Yanchen Nie ⋅ Kun Yuan ⋅ Xia Xiao

[ OpenReview]

Poster

None

Desirable Effort Fairness and Optimality Trade-offs in Strategic Learning

Valia Efthymiou ⋅ Ekaterina Fedorova ⋅ Chara Podimata

[ OpenReview]

Poster

None

rePIRL: Learn PRM with Inverse RL for LLM Reasoning

Xian Wu ⋅ Kaijie Zhu ⋅ Ying Zhang ⋅ Lun Wang ⋅ Wenbo Guo

[ OpenReview]

Poster

None

Plain Transformers are Surprisingly Powerful Link Predictors

Quang Truong ⋅ Yu Song ⋅ Donald Loveland ⋅ Mingxuan Ju ⋅ Tong Zhao ⋅ Neil Shah ⋅ Jiliang Tang

[ OpenReview]

Poster

None

Distributed Stochastic $K$-Level Optimization Over Networks

Xinwen Zhang ⋅ Yihan Zhang ⋅ Hongchang Gao ⋅ Heng Huang

[ OpenReview]

Poster

None

API: Adaptive Prototype Imputation for Incomplete Multimodal Sentiment Analysis

Xiaotao Wang ⋅ Yiyang Fang ⋅ Wenke Huang ⋅ Bin Yang ⋅ Guancheng Wan ⋅ Mang Ye

[ OpenReview]

Poster

None

Towards Scalable and Consistent 3D Editing

Ruihao Xia ⋅ Yang Tang ⋅ Pan Zhou

[ OpenReview]

Poster

None

SSDCN: Spatial-Spectral Dual-Clustering-based Network for Hyperspectral Image Super-resolution

Yong Yang ⋅ Xuran Zhang ⋅ Shuying Huang ⋅ Xiaozheng Wang ⋅ Weiguo Wan ⋅ Hangyuan Lu

[ Poster] [ OpenReview]

Poster

None

DreamID-Omni: Unified Framework for Controllable Human-Centric Audio-Video Generation

Xu Guo ⋅ Fulong Ye ⋅ Qichao Sun ⋅ Liyang Chen ⋅ Bingchuan Li ⋅ Pengze Zhang ⋅ Jiawei Liu ⋅ Songtao Zhao ⋅ Qian HE ⋅ Xiangwang Hou

[ OpenReview]

Poster

None

Approximation Preserving Coresets

Milind Prabhu ⋅ Chris Schwiegelshohn ⋅ Sudarshan Shyam

[ OpenReview]

Poster

None

Black-Box Combinatorial Optimization with Order-Invariant Reinforcement Learning

Olivier Goudet ⋅ Quentin Suire ⋅ Adrien Goëffon ⋅ Frédéric Saubion ⋅ sylvain lamprier

[ OpenReview]

Poster

None

Provably Learning Attention with Queries

Satwik Bhattamishra ⋅ Kulin Shah ⋅ Michael Hahn ⋅ Varun Kanade

[ OpenReview]

Poster

None

Solving Positive Linear Programs with Differential Privacy

Alina Ene ⋅ Huy L Nguyen ⋅ Ta Duy Nguyen ⋅ Adrian Vladu

[ OpenReview]

Poster

None

Learn to Think: Improving Multimodal Reasoning through Vision-Aware Self-Improvement Training

Qihuang Zhong ⋅ Liang Ding ⋅ Wenjie Xuan ⋅ Juhua Liu ⋅ Bo Du ⋅ Dacheng Tao

[ OpenReview]

Poster

None

Effective Reasoning Chains Reduce Intrinsic Dimensionality

Archiki Prasad ⋅ Mandar Joshi ⋅ Kenton Lee ⋅ Mohit Bansal ⋅ Peter Shaw

[ OpenReview]

Poster

None

Revisiting Pre-Propagation GNNs: Robust Diffusion Operators and Hidden-State Re-Propagation

Zichao Yue ⋅ Zhiru Zhang

[ OpenReview]

Poster

None

AnyBand-Diff: A Unified Remote Sensing Image Generation and Band Repair Framework with Spectral Priors

Zhao zuopeng ⋅ Ying Liu ⋅ xiaoyu Li ⋅ SuLuo ⋅ Lu Li ⋅ Wen L

[ OpenReview]

Poster

None

Selective Coupling of Decoupled Informative Regions: Masked Attention Alignment for Data-Free Quantization of Vision Transformers

Biao Qian ⋅ Yang Wang ⋅ Yong Wu ⋅ Jungong Han

[ OpenReview]

Poster

None

Effective Model Pruning : Measuring the Redundancy of Model Components

Yixuan Wang ⋅ Dan Guralnik ⋅ Saiedeh Akbari ⋅ Warren Dixon

[ OpenReview]

Poster

None

AlphaRouter: Token-level Routing Between SLM and LLM with Reinforcement Learning and Tree Search

Siteng Liao ⋅ Yuzhu Liang ⋅ Hengzhong Rao ⋅ Xizhao Luo ⋅ Tian Wang

[ OpenReview]

Poster

None

FUSE: Quantifying Uncertainty in Multimodal LLMs by Bayesian Fusing Epistemic and Aleatoric Uncertainty

Harry Zhang ⋅ Luca Carlone

[ OpenReview]

Poster

None

When More Data Doesn't Help: Limits of Adaptation in Multitask Learning

Steve Hanneke ⋅ Mingyue Xu

[ OpenReview]

Poster

None

Less Diverse, Less Safe: The Indirect But Pervasive Risk of Test-Time Scaling in Large Language Models

Shahriar Kabir Nahin ⋅ Hadi Askari ⋅ Muhao Chen ⋅ Anshuman Chhabra

[ OpenReview]

Poster

None

Scalable Topology-Preserving Graph Coarsening: Concepts and Algorithms

Xiang Wu ⋅ Rong-Hua Li ⋅ Xunkai Li ⋅ Kangfei Zhao ⋅ Hongchao Qin ⋅ Guoren Wang

[ OpenReview]

Poster

None

Suppress and Diversify: Refining Robust Pathways for Corruption Robustness

Jiangang Yang ⋅ Wenhui Shi ⋅ Xiaoran Xu ⋅ Wenyue Chong ⋅ Luqing Luo ⋅ Jing Xing ⋅ Jian Liu

[ OpenReview]

Poster

None

X-MoGe: A Cross-Modal Adaptation Framework with Mixture-of-Experts and Geometry Guidance for Heterogeneous Collaborative Perception

Wenkai Lin ⋅ Zhihong Liu ⋅ Chenglu Wen

[ OpenReview]

Poster

None

The Crowded Embedding Space: A Mean-Field Mechanism for Emergent Marginalization in Retrieval-Augmented Agents

Shwan Ashrafi ⋅ Dan Roth

[ OpenReview]

Poster

None

Just Y-Prediction: Enabling Historical Cumulative Inconsistency in Label Diffusion for Learning with Noisy Label

Senyu Hou ⋅ Gaoxia Jiang ⋅ Xinyi Zheng ⋅ Yaqing Guo ⋅ Shuna Liang ⋅ Wenjian Wang

[ Poster] [ OpenReview]

Poster

None

What Reward Structure Enables Efficient Sparse-Reward RL? A Proof-of-Concept with Policy-Aware Matrix Completion

Ibne Farabi Shihab ⋅ SANJEDA AKTER ⋅ Anuj Sharma

[ Poster] [ OpenReview]

Poster

None

Text Generation as Continuous Latent Dynamics via Reinforcement Learning

Chen Jia

[ OpenReview]

Poster

None

RA-VLA: Retrieval-Augmented VLA for Test-Time Adaptation

Sanghwan Jang ⋅ Minjin Jeon ⋅ Minsoo Kim ⋅ Seong Jin Choi ⋅ Dongha Kim ⋅ Hwanjo Yu

[ OpenReview]

Poster

None

PolicyGuard: Towards Test-time and Step-level Backdoor Defense for Reinforcement Learning Agent

Junfeng Guo ⋅ Heng Huang

[ OpenReview]

Poster

None

How high is ‘high’? Rethinking the roles of dimensionality in topological data analysis and manifold learning

Hannah Sansford ⋅ Nick Whiteley ⋅ Patrick Rubin-Delanchy

[ OpenReview]

Poster

None

LALM-as-a-Judge: Benchmarking Large Audio-Language Models for Safety Evaluation in Multi-Turn Spoken Dialogues

Amir Ivry ⋅ Shinji Watanabe

[ Slides] [ OpenReview]

Poster

None

Student-Centered Distillation Narrows the Agentic Gap Between Small and Large LLMs

Yuanjie Lyu ⋅ Chengyu Wang ⋅ Jun Huang ⋅ Tong Xu

[ Poster] [ OpenReview]

Poster

None

SFedPO: Streaming Federated Learning with a Prediction Oracle under Temporal Shifts

Jinrui Zhou ⋅ Haotian Xu ⋅ Xichong zhang ⋅ He Sun ⋅ Mingjun Xiao

[ OpenReview]

Poster

None

Decoupling Regularization and Privacy in Differentially Private Ridge Regression and ERM

Wanjie Wang ⋅ Tathagata Banerjee

[ OpenReview]

Poster

None

Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing

Tong Zheng ⋅ Chengsong Huang ⋅ Runpeng Dai ⋅ Yun He ⋅ Rui Liu ⋅ Xin Ni ⋅ Huiwen Bao ⋅ Kaishen Wang ⋅ Hongtu Zhu ⋅ Jiaxin Huang ⋅ Furong Huang ⋅ Heng Huang

[ OpenReview]

Poster

None

Incomplete Multi-View Clustering via Neighborhood-Conditioned Diffusion

Qian Guo ⋅ Gaohui Zuo ⋅ Bingbing Jiang ⋅ Guangrui Fan ⋅ Zhihua Cui ⋅ Xinyan Liang ⋅ Jianjian Ding

[ Poster] [ OpenReview]

Poster

None

Degradation-Aware Metric Prompting for Hyperspectral Image Restoration

Binfeng Wang ⋅ Di Wang ⋅ Haonan Guo ⋅ Ying Fu ⋅ Jing Zhang

[ OpenReview]

Poster

None

Align Forward, Adapt Backward: Closing the Discretization Gap in Logic Gate Networks

Youngsung Kim

[ OpenReview]

Poster

None

Polyphonia: Training-Free Context-Aware Music Editing with Acoustic-Informed Attention Calibration

Haowen Li ⋅ Tianxiang Li ⋅ Yi Yang ⋅ Boyu Cao ⋅ Qi Liu

[ OpenReview]

Poster

None

Ubiquity of Homeostatic Hebbian Dynamics in Regularized Learning

David Koplow ⋅ Tomaso A Poggio ⋅ Liu Ziyin

[ OpenReview]

Poster

None

Consistent Diffusion Language Models

Hasan Amin ⋅ Yuan Gao ⋅ Yaser Souri ⋅ Subhojit Som ⋅ Ming Yin ⋅ Rajiv Khanna ⋅ Xia Song

[ OpenReview]

Poster

None

Remove the Ambiguity: Few-shot Multimodal Anomaly Detection Using Crossmodal Feature Replacers

Yuan Guo ⋅ Wanqi Zhang ⋅ Xu Wang

[ OpenReview]

Poster

None

LAVA: A Unified Framework for Finetuning Language and Vision Models

Daorui Ding ⋅ Fanhua Shang ⋅ Tiancan Feng ⋅ Junkang Liu ⋅ Hongying Liu

[ OpenReview]

Poster

None

Trajectory-Level Speculative Decoding for Diffusion Language Models

Tianxiang Pan ⋅ Baitao Gong ⋅ Mo Guang ⋅ Hongwei Yong ⋅ Tianpeng Jiang ⋅ Yaqian Li ⋅ Zheng Cao ⋅ Kaiwen Long

[ OpenReview]

Poster

None

Dense associative memory for Gaussian distributions

Chandan Tankala ⋅ Krishna Balasubramanian

[ OpenReview]

Poster

None

GOCM: Single-Step Graph Outlier Synthesis via Origin Consistency Model

Yifan Li ⋅ Zhihui Wang ⋅ Changmiao Wang ⋅ Guangxiao Ma ⋅ Peng Zhang

[ OpenReview]

Poster

None

BEAT: Tokenizing and Generating Symbolic Music by Uniform Temporal Steps

Lekai Qian ⋅ Haoyu Gu ⋅ Jingwei Zhao ⋅ Ziyu Wang

[ OpenReview]

Poster

None

Steal the Patch Size: Adversarially Manipulate Vision Language Models

Kai Hu ⋅ Akash Bharadwaj ⋅ Weichen Yu ⋅ Matt Fredrikson

[ OpenReview]

Poster

None

DexMachina: Functional Retargeting for Bimanual Dexterous Manipulation

Zhao Mandi ⋅ Yifan Hou ⋅ Dieter Fox ⋅ Yashraj Narang ⋅ Ajay Mandlekar ⋅ shuran song

[ OpenReview]

Poster

None

iTryOn: Mastering Interactive Video Virtual Try-On with Spatial-Semantic Guidance

Jun Zheng ⋅ Zhengze Xu ⋅ Mengting Chen ⋅ Wang Jing ⋅ Jinsong Lan ⋅ Xiaoyong Zhu ⋅ Kaifu Zhang ⋅ Bo Zheng ⋅ Xiaodan Liang

[ Poster] [ OpenReview]

Poster

None

Semantic Tube Prediction: Beating LLM Data Efficiency with JEPA

Hai Huang ⋅ Yann LeCun ⋅ Randall Balestriero

[ OpenReview]

Poster

None

Multicalibration Yields Better Matchings

Riccardo Colini Baldeschi ⋅ Simone Di Gregorio ⋅ Simone Fioravanti ⋅ Federico Fusco ⋅ Ido Guy ⋅ Daniel Haimovich ⋅ Stefano Leonardi ⋅ Fridolin Linder ⋅ Lorenzo Perini ⋅ Matteo Russo ⋅ Cem Sirin ⋅ Niek Tax

[ OpenReview]

Poster

None

Arboreal Neural Network

yan wubin ⋅ Wei Ma ⋅ Shixiang Wan ⋅ Dongchen Li ⋅ Shaoshun Kang ⋅ Qing Yang ⋅ Dongliang Xu

[ OpenReview]

Poster

None

Multi-scale Explainer for Graph Neural Networks

Lutong Wu ⋅ Shiying Cheng ⋅ Zhiqiang Wang ⋅ Jianqing Liang ⋅ Peng Song ⋅ Xizhao Luo ⋅ Jiye Liang

[ OpenReview]

Poster

None

History-Bootstrapped Flow Matching for Inverse Boiling Reconstruction

Xianwei Zou ⋅ Sheikh Md Shakeel Hassan ⋅ Arthur Feeney ⋅ Aparna Chandramowlishwaran

[ OpenReview]

Poster

None

Don't Ignore the Tail: Decoupling top-K Probabilities for Efficient Language Model Distillation

Sayantan Dasgupta ⋅ Trevor Cohn ⋅ Tim Baldwin

[ OpenReview]

Poster

None

Bio-Vision-Inspired Spiking Neural Networks for Object Detection with Event Cameras

Dongyang Ma ⋅ Zhengyu Ma ⋅ Yifan Huang ⋅ Chenlin Zhou ⋅ Wei Zhang ⋅ Yonghong Tian

[ OpenReview]

Poster

None

RiskZero: Plan More to Risk Less with a Learned Model

Yousef Yassin ⋅ Junfeng Wen

[ Slides] [ OpenReview]

Poster

None

RSTR: Reducing SpatioTemporal Redundancy in Diffusion Transformers

Ruitong Sun ⋅ Tianze Yang ⋅ Wei Niu ⋅ Jin Sun

[ OpenReview]

Poster

None

TIC-VLA: A Think-in-Control Vision-Language-Action Model for Robot Navigation in Dynamic Environments

Zhiyu Huang ⋅ Yun Zhang ⋅ Johnson Liu ⋅ Rui Song ⋅ Chen Tang ⋅ Jiaqi Ma

[ Slides] [ OpenReview]

Poster

None

DecodeShare: Tracing the Shared Pathways of LLM Decode-Time Decisions

Zishan Shao ⋅ Lixun Zhang ⋅ Kangning Cui ⋅ Yixiao Wang ⋅ Ting Jiang ⋅ Hancheng Ye ⋅ Qinsi Wang ⋅ Zhixu Du ⋅ Yuzhe Fu ⋅ Fan Yang ⋅ Danyang Zhuo ⋅ Yiran Chen ⋅ Hai Li

[ Slides] [ OpenReview]

Poster

None

Ask Less, See More: Communication-Conditioned Token Pruning for Vehicle-to-Vehicle Cooperative Autonomous Driving with Multimodal Large Language Models

Shiqi Sun ⋅ Yantao Lu ⋅ Bingkun Sun ⋅ Ning Liu ⋅ Bo Jiang ⋅ Ying Zhang ⋅ Jinchao Chen ⋅ Chenglie Du

[ OpenReview]

Poster

None

Decoupling Variance and Scale-Invariant Updates in Adaptive Gradient Descent for Unified Vector and Matrix Optimization

Zitao Song ⋅ Cedar Site Bai ⋅ Zhe Zhang ⋅ Brian Bullins ⋅ David Gleich

[ Poster] [ OpenReview]

Poster

None

CLoVE: Personalized Federated Learning through Clustering of Loss Vector Embeddings

Randeep Bhatia ⋅ Nikos Papadis ⋅ Murali Kodialam ⋅ T. Lakshman ⋅ Sayak Chakrabarty

[ OpenReview]

Poster

None

SEMIR: Semantic Minor-Induced Representation Learning on Graphs for Visual Segmentation

Luke Miller ⋅ Yugyung Lee

[ Poster] [ OpenReview]

Poster

None

Threat2Traffic: Multi-Agent Environment Synthesis for Malware Traffic Generation from Threat Intelligence

Haoyang Chen ⋅ Chang Liu ⋅ Zhong Guan ⋅ Junzheng Shi ⋅ Gaopeng Gou ⋅ Gang Xiong

[ OpenReview]

Poster

None

Geometry-Misalignment in Distributional Learning

Tao Wang ⋅ Xiaoting Zhong

[ OpenReview]

Poster

None

Pseudo-Mallows for Efficient Probabilistic Preference Learning

Sylvia Liu ⋅ Valeria Vitelli ⋅ Carlo Mannino ⋅ Arnoldo Frigessi ⋅ Ida Scheel

[ OpenReview]

Poster

None

Learning Partial Concept Classes and Universal Rates Under Massart Noise

Ariel Avital ⋅ Klim Efremenko ⋅ Steve Hanneke

[ OpenReview]

Poster

None

MTNL: A Unified Modeling Perspective for Enhancing Tensor Network Learning

Junhua Zeng ⋅ Yuning Qiu ⋅ Binghua Li ⋅ Chao Li ⋅ Qibin Zhao ⋅ Guoxu Zhou

[ OpenReview]

Poster

None

VGGT-Motion: Motion-Aware Calibration-Free Monocular SLAM for Long-Range Consistency

Zhuang Xiong ⋅ Chen Zhang ⋅ Qingshan Xu ⋅ Wenbing Tao

[ Poster] [ OpenReview]

Poster

None

A New Framework for Cybersecurity Refusals in AI Agents

Eliot Jones ⋅ Matt Fredrikson ⋅ Zico Kolter

[ OpenReview]

Poster

None

Profiling the Irrational Agent: Cognitive Modeling of LLM Behaviors in Sequential Jailbreaks

Xikang Yang ⋅ Biyu Zhou ⋅ Xuehai Tang ⋅ Jizhong Han ⋅ Songlin Hu

[ Slides] [ Poster] [ OpenReview]

Poster

None

Posterior Mismatch Matters: Adversarial Training for Long-Tailed Robustness

Lilin Zhang ⋅ Li Yue ⋅ Jiancheng Shi ⋅ Jiancheng Lv ⋅ Xianggen Liu

[ Poster] [ OpenReview]

Poster

None

Quantifying the Effect of Noise in Language Generation

Aaron Li ⋅ Ian Zhang

[ OpenReview]

Poster

None

Adaptively Grouped Contextual Bandits for Heterogeneous Human-AI Decision Making with Conformal Prediction Sets

Yanchen Wu ⋅ Bo Li

[ OpenReview]

Poster

None

ABSINT-AI: Agentic Heap Abstractions for Abstract Interpretation

Michael Wang ⋅ Kexin Pei ⋅ Armando Solar-Lezama

[ OpenReview]

Poster

None

MaxSAT-Based Compression for Tsetlin Machines

Stefan Szeider

[ OpenReview]

Poster

None

Deep Discriminative Structure Proxy Hashing for Cross-modal Retrieval

Kun Cheng ⋅ Qibing Qin ⋅ Lei Huang

[ OpenReview]

Poster

None

T-measure: A Topology-Consistent Metric for Binary Segmentation

Pengfei zhang ⋅ Jian Ji

[ OpenReview]

Poster

None

Multi-Agent Reinforcement Learning with Submodular Reward

Wenjing Chen ⋅ Chengyuan Qian ⋅ Shuo Xing ⋅ Yi Zhou ⋅ Victoria Crawford

[ OpenReview]

Poster

None

Causal-EPIG: Causally Aligned Active CATE Estimation

Erdun Gao ⋅ Jake Fawkes ⋅ Dino Sejdinovic

[ OpenReview]

Poster

None

Credit Assignment via Neural Manifold Noise Correlation

Byungwoo Kang ⋅ Maceo Richards ⋅ Bernardo Sabatini

[ OpenReview]

Poster

None

SparseInfer: Accelerating Large Language Model Inference with Semantics-Inspired Adaptive Sparse Activation

Qinsi Wang ⋅ Saeed Vahidian ⋅ Hancheng Ye ⋅ Jianyang Gu ⋅ Jianyi Zhang ⋅ Yiran Chen

[ OpenReview]

Poster

None

Optimal Top-$k$ Identification from Pairwise Comparisons

Motti Goldberger ⋅ Nils Rudi

[ OpenReview]

Poster

None

Predicting Dynamic Stability Landscapes in Synchronization Networks

Christian Nauck ⋅ Junyou Zhu ⋅ Michael Lindner ⋅ Frank Hellmann

[ Slides] [ Poster] [ OpenReview]

Poster

None

CacheEdit: Efficient Multi-round Image Editing via Adaptive Token-wise Reuse.

Jinxin Yu ⋅ Xueqing Chen ⋅ Yudong Pan ⋅ Lian Liu ⋅ shengwen Liang ⋅ Huawei Li ⋅ Xiaowei Li ⋅ ying wang

[ OpenReview]

Poster

None

Overcoming PINNs Failure Modes In High Dimension With Low-Rank Fourier Sum

Natan Kaminsky ⋅ Daniel Freedman ⋅ Kira Radinsky

[ OpenReview]

Poster

None

Accurate Large-scale Uncertainty Quantification using Stochastic Gradient Markov Chain Monte Carlo

Yu Wang ⋅ Jie Ding ⋅ Jonathan Huggins

[ OpenReview]

Poster

None

MC-HNN: Learning Latent Structural Semantics and High-Rank Representations for Hypergraph Neural Networks

Shuyang Fang ⋅ Yuqin Huang ⋅ Zelong Yang ⋅ Yintao Cai ⋅ Xiaoping Min

[ OpenReview]

Poster

None

Persistent Backdoor Attacks in Class-Incremental Learning via Structural Invariant Anchoring

Junhuang Huang ⋅ Linshan Hou ⋅ Jianting Ning ⋅ Yanjun Zhang ⋅ Zhongyun Hua ⋅ Leo Yu Zhang

[ OpenReview]

Poster

None

Probabilistic Modeling of Latent Agentic Substructures in Deep Neural Networks

Su Hyeong Lee ⋅ Risi Kondor ⋅ Richard Ngo

[ OpenReview]

Poster

None

Attention Hijacking: Backdooring Text Dataset Distillation via Semantic Anchors

Hang Ren ⋅ Xin Wang ⋅ Tong Yue ⋅ Chen Wen ⋅ Junqing Le

[ OpenReview]

Poster

None

New Algorithms for Fully-Dynamic k-center with Outliers

Junyu Huang ⋅ Zhize Li ⋅ Zhen Zhang ⋅ Xujia Li ⋅ Jianxin Wang ⋅ Qilong Feng

[ OpenReview]

Poster

None

FlowCloud: Learning Continuous Spatiotemporal Dynamics from Unpaired Sparse Point Cloud Snapshots

Yinbo Liu ⋅ Keyang Ye ⋅ Wenshan Sun ⋅ Handi Gao ⋅ Tian Tian

[ OpenReview]

Poster

None

MedCRP-CL: Continual Medical Image Segmentation via Bayesian Nonparametric Semantic Modality Discovery

Ziyuan Gao

[ Poster] [ OpenReview]

Poster

None

Are We Overconfident in Models and Results for Semi-Supervised 3D Medical Image Segmentation?

Jun Li ⋅ ZIWEI QIN

[ OpenReview]

Poster

None

Synergistic Space-Vision Processing for Predicate Inference

Zhenhua Lei ⋅ Zefang Han ⋅ yu qiu

[ OpenReview]

Poster

None

Coupled Training with Privileged Features and Unlabeled Data

Jiahao Shi ⋅ Omar Hagrass ⋅ Jason Klusowski

[ OpenReview]

Poster

None

AdaSCALE: Adaptive Scaling for OOD Detection

Sudarshan Regmi

[ OpenReview]

Poster

None

An Interactive Paradigm for Deep Research

Lin Ai ⋅ Victor Bursztyn ⋅ Xiang Chen ⋅ Julia Hirschberg ⋅ Saayan Mitra

[ Poster] [ OpenReview]

Poster

None

Mind the Gap: Mixtures of Gaussians in Approximate Differential Privacy

Huikang Liu ⋅ Aras Selvi ⋅ Wolfram Wiesemann

[ OpenReview]

Poster

None

Fingerprinting Pre-trained Encoders under Arbitrary Downstream Fine-Tuning via Adversarial Shifting

Tianlong Xu ⋅ Wang Zixiong ⋅ Lishuai Hou ⋅ Gaoyang Liu ⋅ Chen Wang ⋅ Xiaoyi Fan

[ Slides] [ Poster] [ OpenReview]

Poster

None

Rational Neural Networks have Expressivity Advantages

Maosen Tang ⋅ Alex Townsend

[ OpenReview]

Poster

None

Beyond Euclidean Summaries: Online Change Point Detection for Distribution-Valued Data

Yingyan Zeng ⋅ Zipan Huang ⋅ Xiaoyu Chen

[ OpenReview]

Poster

None

Generalized Boundary FDR Control under Arbitrary Dependence: An Approach on Closure Principle

Yifan Zhang ⋅ Wentao Zhang ⋅ Changliang Zou ⋅ Haojie Ren

[ OpenReview]

Poster

None

A Progressive Evidence Localization Framework Based on Wasserstein Gradient Flows for Document Visual Question Answering

Haosen Wang ⋅ Jing Xiao ⋅ Mengqiao Li ⋅ Xuanze Wang ⋅ Mingzheng Zhang ⋅ Xiaowang Zhang ⋅ Zhiyong Feng

[ OpenReview]

Poster

None

Can VLMs Diagnose and Recover from VLA Manipulation Faults?

Bowen Yan ⋅ Jiahao Xiao ⋅ Kehui Liu ⋅ Jianbo Zhang ⋅ Zicheng Zhang ⋅ Qi Jia ⋅ Zhongjie Jia ⋅ Haoming Song ⋅ Chunyi Li ⋅ Bin Zhao ⋅ Guangtao Zhai

[ OpenReview]

Poster

None

Neural-HSS: Hierarchical Semi-Separable Neural PDE Solver

Pietro Sittoni ⋅ Emanuele Zangrando ⋅ Angelo Alberto Casulli ⋅ Nicola Guglielmi ⋅ Francesco Tudisco

[ OpenReview]

Poster

None

Why DDIM Hallucinates More than DDPM: A Theoretical Analysis of Reverse Dynamics

Muhammad Ashiq ⋅ Samanyu Arora ⋅ Abhinav Narayan Harish ⋅ Ishaan Kharbanda ⋅ Hung Yun Tseng ⋅ Grigorios Chrysos

[ OpenReview]

Poster

None

Position: Virtual Cells Need Context, Not Just Scale

Payam Dibaeinia ⋅ Sudarshan Babu ⋅ Mei Knudson ⋅ Ali ElSheikh ⋅ Yibo Wen ⋅ Han Liu ⋅ Jason Perera ⋅ Aly Khan

[ OpenReview]

Poster

None

$\texttt{IDEAS}$: Interpretability Driven Evolutionary Approach for the Design of Biological Sequences

Akash Pandey ⋅ Wei Chen ⋅ Sinan Keten

[ OpenReview]

Poster

None

A Capacity-Based Rationale for Multi-Head Attention

Micah Adler

[ OpenReview]

Poster

None

Modeling Long-Tail Relations in the Operating Room via In-Context Multimodal Learning

Boqiang Xu ⋅ Wei Zhang ⋅ Ding Ma ⋅ Jian Liang ⋅ Zhenan Sun ⋅ Zhen Lei

[ OpenReview]

Poster

None

Convergence Rate Analysis of the AdamW-Style Shampoo: Unifying One-sided and Two-Sided Preconditioning

Huan Li ⋅ Yiming Dong ⋅ Zhouchen Lin

[ Slides] [ Poster] [ OpenReview]

Poster

None

Cross-Embodiment Robot Foundation World Models with Latent Actions

Huang Huang ⋅ Sriram Yenamandra ⋅ Arjun Majumdar ⋅ Elie Aljalbout ⋅ Tushar Nagarajan ⋅ Jimmy Yang ⋅ Akshara Rai ⋅ Michael Rabbat ⋅ Li Fei-Fei ⋅ Jiajun Wu ⋅ Tingfan Wu ⋅ Franziska Meier

[ OpenReview]

Poster

None

Terminal Dimension Reduction for Time Series with Applications

Alexander Munteanu ⋅ Matteo Russo ⋅ David Saulpic ⋅ Chris Schwiegelshohn

[ OpenReview]

Poster

None

Scalable and Stable Estimation of Amari $\alpha$-Divergence using Random Fourier Features

Jiaolong Wang ⋅ Fode Zhang ⋅ Lingrui Wang

[ OpenReview]

Poster

None

Rank-guided Diffusion for Noise Few-Shot Learning

Zelei Wu ⋅ Kun Zhou ⋅ xulun ye ⋅ Jie Hong ⋅ Jieyu Zhao ⋅ Yifan Mei

[ Slides] [ Poster] [ OpenReview]

Poster

None

CofactGVR: Counterfactual Intervention for Grounded Visual Reasoning

Yan Zhang ⋅ Zhijin Qin ⋅ Feng Xu ⋅ guiguang ding ⋅ Jungong Han

[ OpenReview]

Poster

None

MEC: Machine-Learning-Assisted Generalized Entropy Calibration for Semi-Supervised Mean Estimation

Se Yoon Lee ⋅ Jae-kwang Kim

[ Slides] [ OpenReview]

Poster

None

Less Token, More Signal: MoE Expert Pruning via Critical Token Selection

Zeliang Zong ⋅ Kai Zhang ⋅ Yarong Wang ⋅ wenming tan ⋅ Ye Ren ⋅ Jilin Hu

[ OpenReview]

Poster

None

Event2Vec: Processing neuromorphic events directly by representations in vector space

Wei Fang ⋅ Priyadarshini Panda

[ OpenReview]

Poster

None

Gram2Token: Enabling Run-time GPU-Native Grammar-Constrained Decoding for LLMs

Hantao Hua ⋅ Jiming Su ⋅ hao tang ⋅ Yiping Yao ⋅ Feng Zhu

[ OpenReview]

Poster

None

Efficient Stochastic Optimisation via Sequential Monte Carlo

James Cuin ⋅ Davide Carbone ⋅ Yanbo Tang ⋅ O. Akyildiz

[ OpenReview]

Poster

None

Scalable Simulation-Based Model Inference with Test-Time Complexity Control

Manuel Glöckler ⋅ Jose Pedro JP Manzano-Patron ⋅ Stamatios Sotiropoulos ⋅ Cornelius Schröder ⋅ Jakob Macke

[ OpenReview]

Poster

None

Mixture Prototype Flow Matching for Open-Set Supervised Anomaly Detection

Fuyun Wang ⋅ Yuanzhi Wang ⋅ Xu Guo ⋅ Sujia Huang ⋅ Tong Zhang ⋅ Dan Wang ⋅ Hui Yan ⋅ Xin Liu ⋅ Zhen Cui

[ OpenReview]

Poster

None

FLAG: Foundation model representation with Latent diffusion Alignment via Graph for spatial gene expression prediction

Qi Si ⋅ Penglei Wang ⋅ Yushuai Wu ⋅ Yifeng Jiao ⋅ Xuyang Liu ⋅ Xin Guo ⋅ Yuan Qi ⋅ Yuan Cheng

[ Slides] [ Poster] [ OpenReview]

Poster

None

A Linearly Convergent Proximal Subgradient Algorithm for Sparse Portfolio Optimization with Transaction Cost

Xiaoting Yao ⋅ Na Zhang

[ OpenReview]

Poster

None

MapUQ: Map with Uncertainty Quantification for Robust BEV Vectorized Construction

Shaoyuan Mo ⋅ MaQi ⋅ l r ⋅ Bohan Li ⋅ WangKe

[ OpenReview]

Poster

None

ProSAR: Prototype-Guided Semantic Augmentation and Refinement for Time Series Contrastive Learning

Caiyi Yang ⋅ Chenglin Li ⋅ Hao Zhang ⋅ Weijia Lu ⋅ ZHIFEI YANG ⋅ Wenrui Dai ⋅ xiaodong Zhang ⋅ Xiaofeng Ma ⋅ Can Zhang ⋅ Junni Zou ⋅ Hongkai Xiong

[ OpenReview]

Poster

None

Stable Localized Conformal Prediction via Transduction

Yinjie Min ⋅ Liuhua Peng ⋅ Changliang Zou

[ OpenReview]

Poster

None

TiME: Test-Time Mixture-of-Experts Routing via Asymmetric CO-Optimal Transport for Continual Test-Time Adaptation

Tianlun Liu ⋅ Zhiliang Tian ⋅ Zhen Huang ⋅ Tianle Liu ⋅ Xingzhi Zhou ⋅ Feng Liu ⋅ Dongsheng Li

[ OpenReview]

Poster

None

Position: When AI Decides Who Gets an Organ: Multi-Agentic AI Systems in Transplant Medicine Risk Amplifying Disparities Without Targeted Explainability and Deployment Strategies

Divya Sharma ⋅ Ghazal Azarfar ⋅ Bima Hasjim ⋅ Mamatha Bhat

[ OpenReview]

Poster

None

Discriminative Visual Process Rewards for Scaling Thinking at Test-Time with Images

Bo-Wen Yin ⋅ Qize Yang ⋅ Boyuan Sun ⋅ Xihan Wei ⋅ Qibin Hou

[ OpenReview]

Poster

None

Tailoring Strictly Proper Scoring Rules for Downstream Tasks: An Application to Causal Inference

Roman Plaud ⋅ Alexandre Perez-Lebel ⋅ Antoine Saillenfest ⋅ Thomas Bonald ⋅ Marine Le Morvan ⋅ Gael Varoquaux ⋅ Matthieu Labeau

[ OpenReview]

Poster

None

AgentWebBench: Benchmarking Multi-Agent Coordination in Agentic Web

Shanshan Zhong ⋅ Kate Shen ⋅ Chenyan Xiong

[ Poster] [ OpenReview]

Poster

None

OmniVideo-R1: Reinforcing Audio-visual Reasoning with Query Intention and Modality Attention

Zhangquan Chen ⋅ Jiale Tao ⋅ Ruihuang Li ⋅ Yihao Hu ⋅ Ruitao Chen ⋅ Zhantao Yang ⋅ Xinlei Yu ⋅ Haodong Jing ⋅ Manyuan Zhang ⋅ Shuai Shao ⋅ Biao Wang ⋅ Qinglin Lu ⋅ Ruqi Huang

[ OpenReview]

Poster

None

SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?

Xiang Deng ⋅ Jeff Da ⋅ Edwin Pan ⋅ Yannis Yiming He ⋅ Charles Ide ⋅ Kanak Garg ⋅ Niklas Lauffer ⋅ Andrew Park ⋅ Chetan Rane ⋅ Karmini Sampath ⋅ Maya Krishnan ⋅ Srivatsa Kundurthy ⋅ Sean Hendryx ⋅ Zifan Wang ⋅ Chen Bo Calvin Zhang ⋅ Noah Jacobson ⋅ Bing Liu ⋅ Brad Kenstler

[ OpenReview]

Poster

None

StructMAR: Structure-Aware Masked Autoregression for Explicit Layout Alignment in Text-to-Image Generation

Gang Cao ⋅ Junying Zhang

[ OpenReview]

Poster

None

PCRNet: Phase-aware Complex Refinement Network for EEG-based Auditory Attention Decoding

Xiran Chen ⋅ Xiaoke Yang ⋅ Cunhang Fan ⋅ Jian Zhou ⋅ Zhao Lv

[ Slides] [ Poster] [ OpenReview]

Poster

None

Softmax as Linear Attention in the Large-Prompt Regime: a Measure-based Perspective

Etienne Boursier ⋅ Claire Boyer

[ OpenReview]

Poster

None

HVAE: Hyperbolic Variational Autoencoder For Flexible Knowledge Transfer Across Multiple Domains

Xiaolei Liu ⋅ Binfeng Wang ⋅ Kaixin Gao ⋅ Shaoshuai Li

[ OpenReview]

Poster

None

Bridging RGB and RAW: Single-step Deterministic Flow with Homogeneous Aligned Guidance

迪东风 ⋅ Peiyi Zeng ⋅ Zhen Liu ⋅ Zhongyang Li ⋅ Bing Zeng ⋅ Shuaicheng Liu

[ OpenReview]

Poster

None

DR$^2$Seg: Decomposed Two-Stage Rollouts for Efficient Reasoning Segmentation in Multimodal Large Language Models

Yulin He ⋅ Wei Chen ⋅ Zhikang Jian ⋅ Tianhang Guo ⋅ Wenjuan Zhou ⋅ Minglong Li ⋅ Shaowu Yang ⋅ Wenjing Yang

[ OpenReview]

Poster

None

StreamFlow: Theory, Algorithm, and Implementation for High-Efficiency Rectified Flow Generation

Sen Fang ⋅ Hongbin Zhong ⋅ Yalin Feng ⋅ Yanxin Zhang ⋅ Dimitris Metaxas

[ OpenReview]

Poster

None

Credible Information Subset Decomposition: An End-to-End Multi-fidelity Learning Model by Modeling Label Information

Sihan Wang ⋅ Wenjie Du ⋅ Yang Wang

[ OpenReview]

Poster

None

Mosaic: Runtime-Efficient Multi-Agent Embodied Planning

Kunjal Panchal ⋅ Saayan Mitra ⋅ Sunav Choudhary ⋅ Victor Bursztyn ⋅ Somdeb Sarkhel ⋅ Hui Guan

[ OpenReview]

Poster

None

From Parameters to Feature Space: Task Arithmetic for Backdoor Mitigation in Model Merging

Zhenqian Zhu ⋅ Yamin Hu ⋅ Yiya Diao ⋅ Weixiang Li ⋅ Haodong Li ⋅ Wenjian Luo

[ OpenReview]

Poster

None

Turbo4DGen: Ultra-Fast Acceleration for 4D Generation

Yuanbin Man ⋅ Ying Huang ⋅ Zhile Ren ⋅ Miao Yin

[ OpenReview]

Poster

None

Coarse-Grained Boltzmann Generators

Weilong Chen ⋅ Bojun Zhao ⋅ Jan Eckwert ⋅ Julija Zavadlav

[ Slides] [ OpenReview]

Poster

None

GKD-Recruiter: Jointly Modeling Social and Task Heterogeneity for Spatial Crowdsourcing via Graph Knowledge Distillation

Yucen Gao ⋅ Zhemeng Yu ⋅ Zhuoran Li ⋅ Jianxiong Guo ⋅ Xiaofeng Gao

[ OpenReview]

Poster

None

VideoTrace-R1: Long Video-based Retrieval-Augmented Generation via Temporal Path Graph Understanding

Zongsheng Cao ⋅ Anran Liu ⋅ Jun Xie ⋅ Jing Li ⋅ Lang Chen ⋅ Feng Chen ⋅ zhepeng Wang ⋅ Zigan Wang

[ OpenReview]

Poster

None

Hair-Trigger Alignment: Black-Box Evaluation Cannot Guarantee Post-Update Alignment

Yavuz Faruk Bakman ⋅ Duygu Nur Yaldiz ⋅ Eleni Triantafillou ⋅ Peter Kairouz ⋅ Salman Avestimehr ⋅ Sai Praneeth Reddy Karimireddy

[ OpenReview]

Poster

None

SABER: Continual Learning with Representation Conflict Management

Xuandi Luo ⋅ Huaidong Zhang ⋅ Yi Xie ⋅ Shengfeng He

[ OpenReview]

Poster

None

RePro: Training Language Models to Faithfully Recycle the Web for Pretraining

Zichun Yu ⋅ Chenyan Xiong

[ OpenReview]

Poster

None

CausalXRL: Explainable Reinforcement Learning through Causal Graph Reasoning

Yanming Zhang ⋅ Eric Papenhausen ⋅ Klaus Mueller

[ Slides] [ Poster] [ OpenReview]

Poster

None

Beyond Prediction: Tail-Aware Scheduling for LLM Inference

Yueying Li ⋅ Yuanfan Chen ⋅ Jiayang Chen ⋅ Esha Choukse ⋅ Haoran Qiu ⋅ Edward Suh ⋅ Rodrigo Fonseca ⋅ Ziv Scully ⋅ Udit Gupta

[ Slides] [ Poster] [ OpenReview]

Poster

None

FairJudge : An Adaptive, Debiased, and Consistent LLM-as-a-Judge

Bo Yang ⋅ Lanfei Feng ⋅ Yunkui Chen ⋅ Xiao Xu ⋅ Yu Zhang ⋅ Shijian Li

[ OpenReview]

Poster

None

ImgCoT: Compressing Long Chain of Thought into Compact Visual Tokens for Efficient Reasoning of Large Language Model

Xiaoshu Chen ⋅ sihang zhou ⋅ KE LIANG ⋅ Taichun Zhou ⋅ Yaohua Wang ⋅ Yang Gao ⋅ Xinwang Liu

[ Slides] [ Poster] [ OpenReview]

Poster

None

On the Anisotropy of Score-Based Generative Models

Andreas Floros ⋅ Seyed-Mohsen Moosavi-Dezfooli ⋅ Pier Luigi Dragotti

[ OpenReview]

Poster

None

The Pareto-optimal Trade-off between Regret and Statistical Inference in Linear Stochastic Bandits under Safety Constraints

Yuming Shao ⋅ Zhixuan Fang

[ Poster] [ OpenReview]

Poster

None

Hierarchical Multi Scale Graph Neural Networks: Scalable Heterophilous Learning with Oversmoothing and Oversquashing Mitigation

MD SAZZAD Hossen ⋅ Avimanyu Sahoo

[ OpenReview]

Poster

None

Geometry-Guided Generative Representation for Functional Brain Graphs

Subati Abulikemu ⋅ Tiago Azevedo ⋅ Michail Mamalakis ⋅ John Suckling

[ OpenReview]

Poster

None

Demystifying When Pruning Works via Representation Hierarchies

Shwai He ⋅ Guoheng Sun ⋅ Haichao Zhang ⋅ Yun Fu ⋅ Ang Li

[ Slides] [ Poster] [ OpenReview]

Poster

None

A Flat Vocabulary or a Rich Hierarchy? Re-introducing Intrinsic Structure Transforms the Autoregressive Image Generation

Lixuan He ⋅ Shikang Zheng

[ OpenReview]

Poster

None

Risk-Bounded Distribution Reconstruction: Stable Statistic Calibration for Long-Tailed Recognition

Guanliang Liu ⋅ Wenchao Chen ⋅ Long Tian ⋅ Xuefei Cao ⋅ Hongwei Liu ⋅ Bo Chen

[ OpenReview]

Poster

None

Inducing Overthink: Hierarchical Genetic Algorithm-based DoS Attack on Black-Box Reasoning Models

Shuqiang Wang ⋅ Wei Cao ⋅ Jiaqi Weng ⋅ Jialing Tao ⋅ Licheng Pan ⋅ Hui Xue' ⋅ Zhixuan Chu

[ Poster] [ OpenReview]

Poster

None

GAM-RAG: Gain-Adaptive Memory for Evolving Retrieval in Retrieval-Augmented Generation

Yifan Wang ⋅ Mingxuan Jiang ⋅ Zhihao Sun ⋅ Yixin Cao ⋅ Yicun Liu ⋅ Keyang Chen ⋅ Guangnan Ye ⋅ Hongfeng Chai

[ OpenReview]

Poster

None

Enhanced Latent-Space Adversarial Training for Super-Resolution

Liangbin Xie ⋅ Zheyuan Li ⋅ Fanghua Yu ⋅ Xinqi Lin ⋅ Jun-hao Zhuang ⋅ Jinfan Hu ⋅ Jinjin Gu ⋅ Jiantao Zhou ⋅ Chao Dong

[ OpenReview]

Poster

None

MIST: Moment-Aligned Invariant Stability Transform for Robust Flow Matching

Liang Peng ⋅ Deqing Li ⋅ Yujia Wu ⋅ Hao Meng ⋅ Kuan Cao ⋅ Yu Wu ⋅ Xiaoxiao Xu ⋅ Lin Qu

[ Slides] [ OpenReview]

Poster

None

Learning Taxonomic Trees with Hierarchical Representation Regularization for Large Multimodal Models

Hulingxiao He ⋅ Zhi Tan ⋅ Yuxin Peng

[ OpenReview]

Poster

None

Bridging the Gap Between Average and Discounted TD Learning

Haoxing Tian ⋅ Zaiwei Chen ⋅ Ioannis Paschalidis ⋅ Alex Olshevsky

[ Poster] [ OpenReview]

Poster

None

From Teacher Pathways to Invariant Manifolds: Consensus Subspace Distillation for TSFMs

Zexing Zhang ⋅ Tianyang Lei ⋅ Jichao Li ⋅ Yang Kewei

[ Poster] [ OpenReview]

Poster

None

Autoregressive Image Generation with Masked Bit Modeling

Qihang Yu ⋅ Qihao Liu ⋅ Ju He ⋅ Xinyang Zhang ⋅ Yang Liu ⋅ Liang-Chieh Chen ⋅ Peter Chen

[ OpenReview]

Poster

None

Generative Modeling with Probabilistic Constraints

Shishang Wu ⋅ Bingjing Tang ⋅ Vinayak A Rao

[ OpenReview]

Poster

None

BiCrossNet with Decoupled Dual Generators: A Parameter‑Efficient and Generalizable Few‑Shot Custom Gesture Recognition Framework

chunyang yu ⋅ Ning SUN ⋅ Shenyue Wang

[ OpenReview]

Poster

None

Position: World Models as an Intermediary between Agents and the Real World

Sherry Yang

[ OpenReview]

Poster

None

Learning-Augmented Online Covering Problems

Afrouz Ameli ⋅ Laura Sanità ⋅ Moritz Venzin

[ OpenReview]

Poster

None

Language Generation with Feedback: Queries and Mistakes

Steve Hanneke ⋅ Amin Karbasi ⋅ Anay Mehrotra ⋅ Grigorios Velegkas

[ OpenReview]

Poster

None

Asymptotic Theory of Iterated Empirical Risk Minimization, with Applications to Active Learning

Hugo Cui ⋅ Yue Lu

[ OpenReview]

Poster

None

Stochastic Gradient Methods under Heavy-Tailed Noises in Weakly Convex Optimization

Tianxi Zhu ⋅ Yi Xu ⋅ Qi Wang ⋅ Xiangyang Ji

[ Slides] [ OpenReview]

Poster

None

Position: Reasoning After Perception Means Reasoning Without Vision

Hongcheng Gao ⋅ Zihao Huang ⋅ Jingyi Tang ⋅ Lin Xu ⋅ Xinhao Li ⋅ Haoyang Li ⋅ Yue Liu ⋅ Minhua Lin ⋅ Xinlong Yang ⋅ Taihang Hu ⋅ Ge Wu ⋅ Baolong Bi ⋅ Hongyu Chen ⋅ Zhiqi Huang ⋅ Wentao Zhang

[ Poster] [ OpenReview]

Poster

None

Large-scale Uncertainty Quantification for Latent Variable Models Using Subsampling Markov Chain Monte Carlo

Xiaoyu Wang ⋅ Jonathan Huggins

[ OpenReview]

Poster

None

Probabilistically-routed Bayesian Additive Spanning Trees for Learning on Constrained Domains

Abhisek Chakraborty ⋅ Abhishek Mandal ⋅ Anirban Chakraborty

[ OpenReview]

Poster

None

Decision Transformers As Zero-Shot Learners via Text-Behavior Alignment

Xin Zhang ⋅ Jonathan Martinez ⋅ Yanhua Li ⋅ Yingxue Zhang

[ OpenReview]

Poster

None

Contextualized Privacy Defense for LLM Agents

Yule Wen ⋅ Yanzhe Zhang ⋅ Jianxun Lian ⋅ Xiaoyuan Yi ⋅ Xing Xie ⋅ Diyi Yang

[ OpenReview]

Poster

None

Robust Self-reflective Hashing for Cross-modal Retrieval with Noisy Label

Hao Sun ⋅ Qibing Qin ⋅ Lei Huang

[ OpenReview]

Poster

None

OptMaster: A DAG-Based Framework for Formulation and Heuristic Discovery in Optimization

Hang Lin ⋅ Yuanpeng Gao ⋅ Yuzhi Zhang ⋅ Kun Yuan ⋅ Gang Yan ⋅ Siheng Chen ⋅ Linfeng Zhang ⋅ Weinan E

[ OpenReview]

Poster

None

Position: `AI Alignment' Encompasses Competing Technical Priorities

Tushita Jha ⋅ Rory Švarc ⋅ Mateusz Bagiński

[ OpenReview]

Poster

None

Position: Invisible Tokens, Visible Bills: The Urgent Need to Audit Hidden Operations in Opaque LLM Services

Guoheng Sun ⋅ Ziyao Wang ⋅ Xuandong Zhao ⋅ Bowei Tian ⋅ Zheyu Shen ⋅ Yexiao He ⋅ Jinming Xing ⋅ Ang Li

[ OpenReview]

Poster

None

FOAM: Blocked State Folding for Memory-Efficient LLM Training

Ziqing Wen ⋅ Jiahuan Wang ⋅ ping luo ⋅ Dongsheng Li ⋅ Tao Sun

[ OpenReview]

Poster

None

Feed-Forward Taylor-Gaussians-Flow: Towards Non-uniform Motion for Novel View Synthesis from Monocular Video

Yan Zaoming ⋅ Yaomin Huang ⋅ Qizhou Chen ⋅ Pengcheng Lei ⋅ Chenhao Shi ⋅ HAICHUAN SONG ⋅ Yi Xu ⋅ Faming Fang

[ Poster] [ OpenReview]

Poster

None

SegPVSG: Panoptic Video Scene Graph Generation via Temporal Focusing and Generative Augmentation

YiKai Li ⋅ Quhui Ke ⋅ Jinglin Liang ⋅ Zhiyuan Zhang ⋅ Zhidi Lin ⋅ Shuangping Huang

[ OpenReview]

Poster

None

Learning Tight Rejection Boundaries without Negatives for Strict One-Class Audio Deepfake Detection

Yuze Zhao ⋅ Kuiyuan Zhang ⋅ Zhongyun Hua ⋅ Yushu Zhang ⋅ Qing Liao ⋅ Wei Jiang

[ OpenReview]

Poster

None

Fast Estimation for Forest Matrix of Signed Graphs

Haoxin Sun ⋅ Zhongzhi Zhang

[ OpenReview]

Poster

None

Revealing Long-context Potential of Attention Heads via Frequency Kernels

Senyu Han ⋅ Yilu Cao ⋅ Kai Yu ⋅ Lu Chen

[ OpenReview]

Poster

None

Weights to Code: Extracting Interpretable Algorithms from the Discrete Transformer

Yifan Zhang ⋅ Wei Bi ⋅ Kechi Zhang ⋅ Dongming Jin ⋅ Jie Fu ⋅ Zhi Jin

[ OpenReview]

Poster

None

How to Price Data: A Market Equilibrium Based Approach

Pooja Kulkarni ⋅ Parnian Shahkar ⋅ Ruta Mehta

[ OpenReview]

Poster

None

Certifying Graph Neural Networks Against Label and Structure Poisoning

Lukas Gosch ⋅ Xichuan Chen ⋅ Yan Scholten ⋅ Stephan Günnemann

[ OpenReview]

Poster

None

Benchmarking Reward Hack Detection in Code Environments via Contrastive Analysis

Darshan Deshpande ⋅ Anand Kannappan ⋅ Rebecca Qian

[ OpenReview]

Poster

None

Beyond Euclidean Clipping: Overcoming Exploration Collapse in LLM RL via Riemannian Isometric Policy Optimization

Zhicheng Cai ⋅ Xinyuan Guo ⋅ Hanlin Wu ⋅ Mingxuan Wang ⋅ Wei-Ying Ma ⋅ Ya-Qin Zhang ⋅ Hao Zhou

[ OpenReview]

Poster

None

UniSVQ: 2-bit Unified Scalar-Vector Quantization

Haoyu Wang ⋅ Haiyan Zhao ⋅ Xingyu Yu ⋅ Zhangyang Yao ⋅ Xu Han ⋅ Zhiyuan Liu ⋅ Maosong Sun

[ OpenReview]

Poster

None

Position: Model identity in machine learning is a convention, not a property

Vacslav Glukhov

[ OpenReview]

Poster

None

De4D-SLAM: Gradient-Isolated Static-Dynamic Decoupling for Monocular SLAM in Dynamic Environments

Zhicheng Fan ⋅ Zitong Wu ⋅ Zhaoxing Fan ⋅ Xiao Zhang ⋅ Biao Hou ⋅ Bo Ren

[ OpenReview]

Poster

None

Beyond Attention Imbalance: Mitigating Hallucinations via Spectral Surgery

Siqi Lu ⋅ Wei Suo ⋅ Yongbin Zheng ⋅ Jianhang Yao ⋅ Wanying XU ⋅ Peng Wang

[ Poster] [ OpenReview]

Poster

None

Textual Stochastic Gradient Descent: Discrete Optimization of External Memory for Reasoning Language Agents

Jian Li ⋅ Hua Huang

[ OpenReview]

Poster

None

MaMi-HOI: Harmonizing Global Kinematics and Local Geometry for Human-Object Interaction Generation

Hao Wang ⋅ Shiqi Wang ⋅ Qi Liu

[ OpenReview]

Poster

None

Posterior Concentration of Physics-Informed Neural Networks for Elliptic PDEs

Yuxuan Zhao ⋅ Yulong Lu

[ OpenReview]

Poster

None

The Relative Instability of Model Comparison with Cross-validation

Alexandre Bayle ⋅ Lucas Janson ⋅ Lester Mackey

[ OpenReview]

Poster

None

Solver-in-the-Loop: MDP-Based Benchmarks for Self-Correction and Behavioral Rationality in Operations Research

Ruicheng Ao ⋅ David Simchi-Levi ⋅ Xinshang Wang

[ OpenReview]

Poster

None

Position: Video LLMs Must Not Ignore the Pixel Dynamics in Plain Sight

Shayda Moezzi ⋅ Umer Saleem ⋅ Andong Deng ⋅ Chen Chen ⋅ Sarah Ostadabbas

[ OpenReview]

Poster

None

Position: Sycophancy is an Educational Safety Risk: Why LLM Tutors Need Sycophancy Benchmarks

Enkelejda Kasneci ⋅ Gjergji Kasneci

[ OpenReview]

Poster

None

FineFocus: Benchmarking and Improving Fine-Grained Text-to-Image Alignment via Paired Reinforcement Learning

Kaihang Pan ⋅ Wendong Bu ⋅ Yuruo Wu ⋅ Kai Shen ⋅ Yang Wu ⋅ Yun Zhu ⋅ Zehan Wang ⋅ liyunfei ⋅ ZhaoHang ⋅ Juncheng Li ⋅ Siliang Tang

[ OpenReview]

Poster

None

Alleviating Observation Bias via Causal-Invariant Meta-Learning for Unbalanced Incomplete Multi-view Clustering

Jiaqi Jin ⋅ Siwei Wang ⋅ Taichun Zhou ⋅ Dong Zhibin ⋅ Siqi Wang ⋅ Miaomiao Li ⋅ Xinwang Liu ⋅ En Zhu

[ OpenReview]

Poster

None

Positive-Unlabeled Learning with Extreme Scarcity of Labeled Positives

Yuanchao Dai ⋅ Ximing Li ⋅ Wei Wang ⋅ Changchun Li ⋅ Gang Niu ⋅ Masashi Sugiyama

[ OpenReview]

Poster

None

Improving the Sensitivity of Backdoor Detectors via Class Subspace Orthogonalization

Guangmingmei Yang ⋅ David Miller ⋅ George Kesidis

[ OpenReview]

Poster

None

Decomposing the Basic Abilities of Large Language Models: Mitigating Cross-Task Interference in Multi-Task Instruct-Tuning

Bing Wang ⋅ Ximing Li ⋅ Changchun Li ⋅ Jinjin Chi ⋅ Gang Niu ⋅ Masashi Sugiyama

[ OpenReview]

Poster

None

SpikeCLR: Self-Supervised Contrastive Learning for Visual Representations with Spiking Neural Networks

Chengwei Zhou ⋅ Gourav Datta

[ OpenReview]

Poster

None

Moment Matching Q-Learning

Yiyan Edgar ⋅ Sifei Liu ⋅ Weitong Zhang

[ OpenReview]

Poster

None

TextMesh4D: Zero-shot Text-to-4D Mesh Generation

Sisi Dai ⋅ Xinxin Su ⋅ Kai Xu

[ Poster] [ OpenReview]

Poster

None

High-Dimensional Sensitivity Analysis for Genomic Studies: An Adversarial Framework for Learning Worst-Case Latent Confounders

Yifan Lin ⋅ Kevin Lin

[ Poster] [ OpenReview]

Poster

None

CIRBench: Evaluating Large Language Models as LLVM IR Optimizers

Zi Yang ⋅ Haifeng Ding ⋅ Fei Liu ⋅ Yingying Cheng ⋅ Han Cheng ⋅ Zhilei Chai ⋅ Haojie Zhou

[ OpenReview]

Poster

None

Position: Good Embodied Reward Models Need Bad Behavior Data

Thomas Tian ⋅ Yilin Wu ⋅ Andrea Bajcsy

[ OpenReview]

Poster

None

PODiff: Latent Diffusion in Proper Orthogonal Decomposition Space for Scientific Super-Resolution

Onkar Jadhav ⋅ Tim French ⋅ Matthew Rayson ⋅ Nicole Jones

[ OpenReview]

Poster

None

ConServe: Fine-Grained GPU Harvesting for LLM Online and Offline Co-Serving

Yifan Qiao ⋅ Shan Yu ⋅ Shu Anzai ⋅ Haoran Ma ⋅ Shuo Yang ⋅ Yang Wang ⋅ Miryung Kim ⋅ Yongji Wu ⋅ Yang Zhou ⋅ Jiarong Xing ⋅ Joseph E Gonzalez ⋅ Ion Stoica ⋅ Harry Xu

[ Poster] [ OpenReview]

Poster

None

Position: Evidence and Implications of Texture Bias in Deep Neural Networks

Ali Kayyam

[ Slides] [ OpenReview]

Poster

None

Distributed Direct Preference Optimization

Zhanhong Jiang

[ Poster] [ OpenReview]

Poster

None

CURE: Context-driven Diffusion with Progressive Expansion for Single Domain Generalization in Time Series Classification

Yuhang Pei ⋅ Fanchun Meng ⋅ Wenrui Wu ⋅ Tao Ren ⋅ Yifan Wang ⋅ Wei Ju ⋅ Chao Zheng ⋅ Xiao Luo

[ OpenReview]

Poster

None

From Player to Master: Enhancing Test-Time Learning of LLM Agents via Reinforcement Learning over Memory

Yishuo Cai ⋅ Xingyu Guo ⋅ Xuancheng Huang ⋅ Jinhua Du ⋅ can huang ⋅ Wenxuan Huang ⋅ Wenhan Ma ⋅ Yuyang Hu ⋅ Aohan Zeng ⋅ Jie Tang ⋅ Xu SUN

[ OpenReview]

Poster

None

Forward-KL Convergence of Time-Inhomogeneous Langevin Diffusions

Andreas Habring ⋅ Martin Zach

[ OpenReview]

Poster

None

DGG-HMR: Multi-Person Human Mesh Recovery with Depth-Guided Geometric Anchoring

Yanjie Li ⋅ Le Hui ⋅ Yali Peng ⋅ Shigang Liu

[ OpenReview]

Poster

None

LaRA-Fusion: Latent-Robust Adaptation via Dual-Loop Constraints for Infrared and Visible Image Fusion

Yaru Su ⋅ Chaowei Huang ⋅ Huangbiao Xu ⋅ Xiao Ke

[ OpenReview]

Poster

None

Hyper-ICL: Attention Calibration with Hyperbolic Anchor Distillation for Multimodal In-Context Learning

Niloufar Alipour Talemi ⋅ Hossein Kashiani ⋅ Fatemeh Afghah

[ Poster] [ OpenReview]

Poster

None

Optimal Fair Aggregation of Crowdsourced Noisy Labels using Demographic Parity Constraints

Samuel Gruffaz ⋅ Gabriel Singer ⋅ Olivier VO VAN ⋅ Nicolas Vayatis ⋅ Argyris Kalogeratos

[ Slides] [ Poster] [ OpenReview]

Poster

None

BEDTime: A Unified Benchmark for Automatically Describing Time Series

Medhasweta Sen ⋅ Zachary Gottesman ⋅ Jiaxing Qiu ⋅ C. Bayan Bruss ⋅ Nam Nguyen ⋅ Thomas Hartvigsen

[ Slides] [ OpenReview]

Poster

None

Training-Free Adversarial Robustness in Deep Learning MRI Reconstruction

Mahdi Saberi ⋅ Chi Zhang ⋅ Mehmet Akcakaya

[ Slides] [ Poster] [ OpenReview]

Poster

None

Position: AI Researchers Must Lead Arms Control to Mitigate Military AI Risks

Ted Fujimoto ⋅ Benz

[ OpenReview]

Poster

None

Proximal-IMH: Proximal Posterior Proposals for Independent Metropolis–Hastings with Approximate Operators

Youguang Chen ⋅ George Biros

[ OpenReview]

Poster

None

Federated Graph Learning via Structure-Aware Fusion Using a Kalman Framework with Learnable Dynamics

Bisheng Tang ⋅ Xiaojun Chen

[ Slides] [ Poster] [ OpenReview]

Poster

None

PGC: Peak-Guided Calibration for Generalizable AI-Generated Image Detection

Xiaoyu Zhou ⋅ Jianwei Fei ⋅ Peipeng Yu ⋅ Jingchang Xie ⋅ Chong Cheng ⋅ Zhihua Xia

[ OpenReview]

Poster

None

DataGuard: A Non-intrusive Dataset Auditing Framework via Differential Information Forensics

Jiadong Lou ⋅ Wenxin Rong ⋅ Li Chen ⋅ Xing Gao ⋅ Rui Zhang ⋅ Xu Yuan

[ OpenReview]

Poster

None

Upper-Linearizability of Online Non-Monotone DR-Submodular Maximization over Down-Closed Convex Sets

Yiyang Lu ⋅ Hareshkumar Jadav ⋅ Mohammad Pedramfar ⋅ Ranveer Singh ⋅ Vaneet Aggarwal

[ OpenReview]

Poster

None

Teaching Agents to Ask Effective Clarification Questions

Sanidhya Vijayvargiya ⋅ Vijay Viswanathan ⋅ Graham Neubig

[ OpenReview]

Poster

None

$\texttt{PRISM}$:A 3D Probabilistic Neural Representation for Interpretable Shape Modeling

Yining Jiao ⋅ Shankar Bhamidi ⋅ Carlton ZDANSKI ⋅ Julia Kimbell ⋅ Andrew Prince ⋅ Cameron Worden ⋅ Samuel Kirse ⋅ Christopher Rutter ⋅ Benjamin Shields ⋅ William Dunn ⋅ Jisan Mahmud ⋅ Marc Niethammer

[ Poster] [ OpenReview]

Poster

None

$f$-Divergence Self-Play for Tabular Anomaly Detection via Large Language Models

Hoang Vuong Tran ⋅ Linh Van ⋅ Dang Nguyen ⋅ Thin Nguyen ⋅ Phuoc Nguyen ⋅ Mehrtash Harandi ⋅ Trung Le

[ OpenReview]

Poster

None

MixFP4: Extending NVFP4 to Mixed Micro-Format via Scale-Bit Reuse and Tensor Core Co-design

Jiaxiang Zou ⋅ Yonghao Chen ⋅ Ruilong WU ⋅ Xinyu Chen

[ OpenReview]

Poster

None

Mitigating Error Propagation in Low-Rank Approximation of Large Models via Distribution-Aware Whitening

Yao Zhu ⋅ Yunjian Zhang ⋅ Yang Li ⋅ Wang Lu ⋅ Xiu Yan ⋅ Rui Sun

[ OpenReview]

Poster

None

Stratified GRPO: Handling Structural Heterogeneity in Reinforcement Learning of LLM Search Agents

Mingkang Zhu ⋅ Xi Chen ⋅ Bei Yu ⋅ Hengshuang Zhao ⋅ Jiaya Jia

[ OpenReview]

Poster

None

ScoreMatchingRiesz: Score Matching for Debiased Machine Learning and Policy Path Estimation

Masahiro Kato

[ OpenReview]

Poster

None

Latent Laplace Diffusion for Irregular Multivariate Time Series

Zinuo You ⋅ Jin Zheng ⋅ John Cartlidge

[ Slides] [ Poster] [ OpenReview]

Poster

None

Turbo Connection: Reasoning as Information Flow from Higher to Lower Layers

Mohan Tang ⋅ Sidi Lu

[ Slides] [ OpenReview]

Poster

None

FedVeer: Self-Adaptive Skew Estimation for Robust Federated Learning

Yun Xin ⋅ Bangqi Pan ⋅ Jianfeng Lu ⋅ Shuqin Cao ⋅ Gang Li ⋅ Guanghui Wen

[ Poster] [ OpenReview]

Poster

None

Continual Segmentation under Joint Nonstationarity

Prashant Pandey ⋅ Himanshu Kumar ⋅ Devineni Chowdary ⋅ Brejesh Lall

[ Slides] [ Poster] [ OpenReview]

Poster

None

DSGCR: Decomposed Spectral Geometry-Aware Cross-Modal Semantic Representation for 3D Visual Grounding

Jing He ⋅ Licheng Jiao ⋅ Lingling Li ⋅ Xiaoqiang Lu ⋅ Xu Liu ⋅ Wenping Ma ⋅ Fang Liu ⋅ Long Sun

[ OpenReview]

Poster

None

Bregman meets Lévy: Stochastic Mirror Descent with Heavy-Tailed Noise in Continuous and Discrete Time

Pierre-Louis Cauvin ⋅ Panayotis Mertikopoulos

[ OpenReview]

Poster

None

Seeing Symbols, Missing Structure: A Real-World Handwritten Mathematical Expression Recognition Benchmark for Large Models

Sheng Jiang ⋅ Lin Zhu ⋅ Runrui Li ⋅ Mei Wang ⋅ Qiannan Zhu ⋅ Yaoyao Zhong ⋅ Hua Huang

[ Poster] [ OpenReview]

Poster

None

Spatial Conformal Inference through Localized Quantile Regression

Hanyang Jiang ⋅ Yao Xie

[ OpenReview]

Poster

None

“very likely” Means “uncertain”? How LLMs Diverge from Humans in Linguistic Uncertainty Quantification

Jinhao Duan ⋅ Zicheng Liu ⋅ Zijie Liu ⋅ Kaidi Xu ⋅ Tianlong Chen

[ Slides] [ Poster] [ OpenReview]

Poster

None

Generalization of Gibbs and Langevin Monte Carlo Algorithms in the Interpolation Regime

Andreas Maurer ⋅ Erfan Mirzaei ⋅ Massimiliano Pontil

[ OpenReview]

Poster

None

Focusing: View-Consistent Sparse Voxels for Efficient 3D VAE

Xuhui Chen ⋅ Chao Long ⋅ Fei Hou ⋅ dongbo zhang ⋅ Shaohui Jiao ⋅ Wencheng Wang ⋅ Ying He

[ OpenReview]

Poster

None

Semantic Editing with Coupled Stochastic Differential Equations

Jianxin Zhang ⋅ Clay Scott

[ OpenReview]

Poster

None

FedARC: Anchor-Guided Residual Compensation for Data and Model Heterogeneous Federated Learning

Chentao Lu ⋅ Xuhao Ren ⋅ Dawei xu ⋅ Chuan Zhang ⋅ Liehuang Zhu

[ OpenReview]

Poster

None

MatchFixAgent: Language-Agnostic Autonomous Repository-Level Code Translation Validation and Repair

Ali Reza Ibrahimzada ⋅ Brandon Paulsen ⋅ Reyhaneh Jabbarvand ⋅ Joey Dodds ⋅ Daniel Kroening

[ Slides] [ OpenReview]

Poster

None

Recurrent Equivariant Constraint Modulation: Learning Per-Layer Symmetry Relaxation from Data

Stefanos Pertigkiozoglou ⋅ Mircea Petrache ⋅ Shubhendu Trivedi ⋅ Kostas Daniilidis

[ OpenReview]

Poster

None

DLLMQuant: A Post-Training Quantization Framework Tailored for Diffusion-Based Large Language Models

XUCHEN ⋅ Dawei Yang ⋅ Zhixuan Chen

[ Slides] [ Poster] [ OpenReview]

Poster

None

Multi-Objective Learning for Diffusion Models: A Statistical Theory under Semi-Supervised Learning

Ziheng Cheng ⋅ Yixiao Huang ⋅ Hanlin Zhu ⋅ Haoran Geng ⋅ Somayeh Sojoudi ⋅ Jitendra Malik ⋅ Pieter Abbeel ⋅ Xin Guo

[ OpenReview]

Poster

None

MobileFusion: Mobile-Friendly Infrared and Visible Image Fusion via Structural Re-parameterization

Yufa Duan ⋅ Jialing Huang ⋅ Yingying Wang ⋅ Weimin Cai ⋅ Xinghao Ding ⋅ Xiaotong Tu

[ OpenReview]

Poster

None

ViTok-v2: Scaling Native-Resolution Autoencoders to 5B

Philippe Hansen-Estruch ⋅ Jiahui Chen ⋅ Vivek Ramanujan ⋅ Orr Zohar ⋅ Markos Georgopoulos ⋅ Animesh Sinha ⋅ Ji Hou ⋅ Edgar Schönfeld ⋅ Felix Juefei-Xu ⋅ Sriram Vishwanath ⋅ Ali Thabet

[ OpenReview]

Poster

None

A Unified Sparse Attention via Multi-Granularity Compression

Siran Liu ⋅ Zheng Cao ⋅ Yongchao He

[ OpenReview]

Poster

None

Position: AI Must Become Planet-Centered, Not Human-Centered

Maria Perez-Ortiz

[ OpenReview]

Poster

None

Accuracy and Normalized Accuracy under Length Bias: Analysis, Guidelines, and a Bayesian Alternative

Koen Oostermeijer

[ OpenReview]

Poster

None

Local Redundancy: An Information-Theoretic Measure of Plasticity from Synthetic Memorization

Jiaxuan Cheng

[ OpenReview]

Poster

None

WhisperSplat: Lossless Steganography in 3D Gaussian Splatting

Nicole Meng ⋅ Ronak Sahu ⋅ Miao Yin ⋅ Faysal Hossain Shezan ⋅ Yingjie Lao

[ OpenReview]

Poster

None

Physically-Guided Data-Space Rectified Flow for Precipitation Nowcasting

Wenjie Luo ⋅ chaorong li ⋅ Chuanhu Deng ⋅ Zhuo Wang

[ Poster] [ OpenReview]

Poster

None

Position: Prioritize Identifying Structure, Not Complex Models, for Scientific Discovery

Tyler McCormick

[ OpenReview]

Poster

None

One Bug, Hundreds Behind: LLMs for Large-Scale Bug Discovery

Qiushi Wu ⋅ Yue Xiao ⋅ Dhilung Kirat ⋅ Kevin Eykholt ⋅ Jiyong Jang ⋅ Douglas Schales

[ OpenReview]

Poster

None

Position: Assistive AI requires Personalized Specialists, not Generalists

Homanga Bharadhwaj

[ OpenReview]

Poster

None

LS$^{2}$MC-GDA: A Smoothed Algorithm for Federated Stochastic Compositional Minimax Optimization

Xinwen Zhang ⋅ Richard Souvenir ⋅ Hongchang Gao

[ OpenReview]

Poster

None

Position: Breaking the Dual Curse of Multilingual AI Requires Socio-Technical Guardrails, Not Post-Hoc Alignment

Jason Lucas ⋅ Pureheart Ogheneogaga Irikefe ⋅ Adaku Uchendu ⋅ Umniya Najaer ⋅ Cornelius Adejoro ⋅ Patrice Sterling ⋅ Dongwon Lee

[ OpenReview]

Poster

None

Persistent Semantic Entities in Tool-Augmented LLM Systems

Zhaohui Wang

[ OpenReview]

Poster

None

Position: Certified Correctness in Neural Constraint Reasoning Requires Symbolic Integration

Shufeng Kong ⋅ Xiaochuan Zhang ⋅ Caihua Liu

[ OpenReview]

Poster

None

Faithful Relational Reasoning with Region-based Embeddings: Expressivity of Convex Coordinate-wise Models

Victor Charpenay ⋅ Steven Schockaert

[ OpenReview]

Poster

None

Generalization Bounds for Out-of-distribution Generalization

Xin Zou ⋅ Xiuwen Gong ⋅ Weiwei Liu

[ OpenReview]

Poster

None

MPFM: Cross Multi-Domain Prototype Flow Matching for Log Anomaly Detection

Jing Zhang ⋅ Chao Luo

[ OpenReview]

Poster

None

The Hippocampal Place Field Gradient: A Bio-inspired Framework Building Multiscale Representation for Better Sample Efficiency

Shujun Zhou ⋅ Junrong Qi ⋅ Guozhang Chen

[ OpenReview]

Poster

None

COFT: Counterfactual–Conformal Decoding for Fair Chain‑of‑Thought Reasoning in Large Language Models

Arya Fayyazi ⋅ Mehdi Kamal ⋅ Massoud Pedram

[ OpenReview]

Poster

None

Differential Smoothing Mitigates Sharpening and Improves LLM Reasoning

Jingchu Gai ⋅ Guanning Zeng ⋅ Huaqing ZHANG ⋅ Aditi Raghunathan

[ OpenReview]

Poster

None

GXPO: Group Cross-Lingual Relative Policy Optimization for Code Generation

Linzheng Chai ⋅ Jian Yang ⋅ Jiajun Wu ⋅ Ensheng Shi ⋅ Xianglong Liu

[ OpenReview]

Poster

None

SMART: Scalable Mesh‑free Aerodynamic Simulations from Raw Geometries using a Transformer‑based Surrogate Model

Jan Hagnberger ⋅ Mathias Niepert

[ OpenReview]

Poster

None

Gradient-Aware Scheduling: Coupling Curriculum and Staleness for Async Reinforcement Learning

Xinyu Zhang

[ OpenReview]

Poster

None

Is Fixing Schema Graphs Necessary? Full-Resolution Graph Structure Learning for Relational Deep Learning

Yi Huang ⋅ Qingyun Sun ⋅ Jia Li ⋅ Xingcheng Fu ⋅ Jianxin Li

[ OpenReview]

Poster

None

Language Generation in the Limit: Complexity Barriers and Implications for Learning

Marcelo Arenas ⋅ Pablo Barcelo ⋅ Luis Cofré ⋅ Alexander Kozachinskiy

[ OpenReview]

Poster

None

Meta-Black-Box Optimization Can Do Search Guidance for Expensive Constrained Multi-Objective Optimization

Yukun Du ⋅ Haiyue Yu ⋅ Jiang Jiang ⋅ Shuaiwen Tang ⋅ Xiaotong Xie ⋅ Haobo Liu ⋅ Chongshuang Hu ⋅ Shengkun Chang

[ OpenReview]

Poster

None

DiffuReason: Enhancing Reasoning Ability for Diffusion Language Models via Monte Carlo Tree Search

YIPING SONG ⋅ Jinyu You ⋅ Zhiliang Tian ⋅ Jinsong Su ⋅ Minlie Huang ⋅ Chenping Hou

[ OpenReview]

Poster

None

SPR-RAFT: Parameter-Efficient Regression-Aware Fine-Tuning for Biomedical LLM Regression

Yuanlin Yang ⋅ Chenhui Li ⋅ Xuhao Guo ⋅ ANQI ZHANG ⋅ Hoi Leong Lee ⋅ Haodong Liu

[ OpenReview]

Poster

None

Natural Hypergradient Descent: Algorithm Design, Convergence Analysis, and Parallel Implementation

Deyi Kong ⋅ Zaiwei Chen ⋅ Shuzhong Zhang ⋅ Shancong Mou

[ OpenReview]

Poster

None

Benchmarking Dense and Indiscernible Object Counting with Blueberries

Weihao Bo ⋅ Jingwen Qin ⋅ Yanpeng Sun ⋅ Fei Shen ⋅ Xiaofan Li ⋅ Zechao Li

[ OpenReview]

Poster

None

Rethinking Time-Series Imputation as Conditional Inference along Temporal Evolution

Yu Fan ⋅ Yang Yang ⋅ Yufan Guo ⋅ Huazhong Yang ⋅ pengjun wang

[ Slides] [ OpenReview]

Poster

None

Beyond Explicit Edges: Robust Reasoning over Noisy and Sparse Knowledge Graphs

Hang Gao ⋅ Dimitris Metaxas

[ OpenReview]

Poster

None

Universal Skeleton Understanding via Differentiable Rendering and MLLMs

Ziyi Wang ⋅ Peiming Li ⋅ Xinshun Wang ⋅ Yang Tang ⋅ Kai-Kuang Ma ⋅ Mengyuan Liu

[ OpenReview]

Poster

None

The Value of Variance: Mitigating Debate Collapse in Multi-Agent Systems via Uncertainty-Driven Policy Optimization

Luoxi Tang ⋅ Yuqiao Meng ⋅ Joseph Costa ⋅ Yingxue Zhang ⋅ Muchao Ye ⋅ Zhaohan Xi

[ OpenReview]

Poster

None

Geometry-Preserving Unsupervised Alignment for Heterogeneous Foundation Models

Shuwen Yu ⋅ Zhanxuan Hu ⋅ Yi Zhao ⋅ Yonghang Tai ⋅ Huafeng Li

[ OpenReview]

Poster

None

Polaris: Coupled Orbital Polar Embeddings for Hierarchical Concept Learning

Sahil Mishra ⋅ Srinitish Srinivasan ⋅ Sourish Dasgupta ⋅ Tanmoy Chakraborty

[ OpenReview]

Poster

None

Rethinking Code Complexity Through the Lens of Large Language Models

Chen Xie ⋅ Yuling Shi ⋅ Xiaodong Gu ⋅ Beijun Shen

[ OpenReview]

Poster

None

UNIVERSAL REPRESENTATION OF GENERALIZED CONVEX FUNCTIONS AND THEIR GRADIENTS

Moeen Nehzati

[ OpenReview]

Poster

None

Benchmarking LLM-Assisted Blue Teaming via Standardized Threat Hunting

Yuqiao Meng ⋅ Luoxi Tang ⋅ Feiyang Yu ⋅ Xi Li ⋅ Guanhua Yan ⋅ Ping Yang ⋅ Zhaohan Xi

[ OpenReview]

Poster

None

Budget-Feasible Mechanisms for Submodular Welfare Maximization in Procurement Auctions

Shuang Cui ⋅ He Huang ⋅ Yu-e Sun ⋅ Chen Xue

[ OpenReview]

Poster

None

DR-MMSearchAgent: Deepening Reasoning in Multimodal Search Agents

Shengqin Wang ⋅ Wentao Yan ⋅ Huichi Zhou ⋅ Yihang Chen ⋅ Kun Shao ⋅ Zhizhong Zhang ⋅ Yuan Xie

[ Poster] [ OpenReview]

Poster

None

Is Code Better Than Language for Algorithmic Reasoning?

Terry Tong ⋅ Yu Feng ⋅ Surbhi Goel ⋅ Dan Roth

[ OpenReview]

Poster

None

Non-Monotonic Autoregressive Sequence Model

Tianyi MA ⋅ Yiyue Qian ⋅ Yiyang Li ⋅ Zehong Wang ⋅ Yifan Ding ⋅ Zheyuan Zhang ⋅ Yan Liang ⋅ Chuxu Zhang ⋅ Yanfang Ye

[ OpenReview]

Poster

None

A Direct Approach for Handling Contextual Bandits with Latent State Dynamics

Zhen Li ⋅ Gilles Stoltz

[ Slides] [ Poster] [ OpenReview]

Poster

None

Riemannian Networks over Full-Rank Correlation Matrices

Ziheng Chen ⋅ Xiaojun Wu ⋅ Bernhard Schölkopf ⋅ Nicu Sebe

[ Poster] [ OpenReview]

Poster

None

Adversarial Reinforcement Learning for Robust Diffusion Large Language Model Unlearning

Zhiwei Zhang ⋅ Yudi Lin ⋅ Linlin Wu ⋅ Fali Wang ⋅ Yi Xin ⋅ Xiaomin Li ⋅ Minhua Lin ⋅ Xianfeng Tang ⋅ Qi He ⋅ Suhang Wang

[ OpenReview]

Poster

None

Group Distributionally Robust Optimization-Driven RL for LLM Reasoning

Kishan Panaganti ⋅ Zhenwen Liang ⋅ Wenhao Yu ⋅ Haitao Mi ⋅ Dong Yu

[ OpenReview]

Poster

None

Unlearning in Diffusion Models: A Unified Framework with KL Divergence and Likelihood Constraints

Shervin Khalafi ⋅ Alejandro Ribeiro ⋅ Dongsheng Ding

[ OpenReview]

Poster

None

Correcting in Hindsight: Editing Past Key-Value States for Robust LLM Reasoning

Mengfei Zhang ⋅ Yu Mi ⋅ Leijing Zhou

[ OpenReview]

Poster

None

Calibrated Knowledge Aggregation in Bayesian Mixture-of-Experts for Continual VQA

Mahsa Mozaffari ⋅ Hitesh Sapkota ⋅ Yu Kong ⋅ Xumin Liu ⋅ Qi Yu

[ OpenReview]

Poster

None

DTS: Enhancing Large Reasoning Models via Decoding Tree Sketching

Zicheng Xu ⋅ Xiuyi Lou ⋅ Guanchu Wang ⋅ Yu-Neng Chuang ⋅ Feng Luo ⋅ Guangyao Zheng ⋅ Alex Szalay ⋅ Zirui Liu ⋅ Vladimir Braverman

[ OpenReview]

Poster

None

UrbanMLLM: Joint Learning of Cross-view Imagery for Urban Understanding

Xin Zhang ⋅ Tianjian Ouyang ⋅ Yu Shang ⋅ Qingmin Liao ⋅ Yong Li

[ OpenReview]

Poster

None

Causal Attention with Lookahead Keys

Zhuoqing Song ⋅ Peng Sun ⋅ Huizhuo Yuan ⋅ Quanquan Gu

[ OpenReview]

Poster

None

TranX-Adapter: Bridging Artifacts and Semantics within MLLMs for Robust AI-generated Image Detection

Wenbin Wang ⋅ Yuge Huang ⋅ Jianqing Xu ⋅ Yue Yu ⋅ Jiangtao Yan ⋅ Shouhong Ding ⋅ Pan Zhou ⋅ Yong Luo

[ Slides] [ Poster] [ OpenReview]

Poster

None

Leveraging Lineage Barcodes as Natural Augmentations for Contrastive Learning of Cell Fate in scRNA-seq Data

Shizhao Yang ⋅ Yixin Wang ⋅ Kevin Lin

[ OpenReview]

Poster

None

Calibrating Decision Robustness via Inverse Conformal Risk Control

Wenbin Zhou ⋅ Shixiang Zhu

[ Slides] [ Poster] [ OpenReview]

Poster

None

SliceFine: The Universal Winning-Slice Hypothesis for Pretrained Networks

Md Kowsher ⋅ Ali Polat ⋅ Ehsan Ardehaly ⋅ Mehrdad Salehi ⋅ Zia Ghiasi ⋅ Prasanth Murali ⋅ Chen Chen

[ Slides] [ Poster] [ OpenReview]

Poster

None

Convergence Analysis of Decentralized Hessian-/Jacobian-Free Algorithm for Nonconvex Stochastic Bilevel Optimization

Yihan Zhang ⋅ Xinwen Zhang ⋅ My T. Thai ⋅ Jie Wu ⋅ Hongchang Gao

[ OpenReview]

Poster

None

Universal Multiclass Transductive Online Learning

Steve Hanneke ⋅ Hongao Wang

[ OpenReview]

Poster

None

NeurOCNN: A Neural-Operator-Based Model for Physiological Time Series

Daya Kumar ⋅ Uday Devulapalli ⋅ Aarat Satsangi ⋅ Apurva Narayan

[ OpenReview]

Poster

None

FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models

Senmao Li ⋅ Kai Wang ⋅ Salman Khan ⋅ Fahad Khan ⋅ jian Yang ⋅ Yaxing Wang

[ OpenReview]

Poster

None

Efficient Distributed MLLM Training with ModalGlue

Insu Jang ⋅ Runyu Lu ⋅ Nikhil Bansal ⋅ Ang Chen ⋅ Mosharaf Chowdhury

[ OpenReview]

Poster

None

Revisiting Neural Processes via Fourier Transform and Volterra Series

Peiman Mohseni ⋅ Nick Duffield ⋅ Raymond K. W. Wong

[ OpenReview]

Poster

None

LC-QAT: Data-Efficient 2-Bit QAT for LLMs via Linear-Constrained Vector Quantization

Xingyu Yu ⋅ Haoyu Wang ⋅ Haiyan Zhao ⋅ Fengxiang Wang ⋅ Xu Han

[ OpenReview]

Poster

None

Understanding and Mitigating Token-Pruning-Induced Vulnerabilities in VLMs

Shuailong Wang ⋅ Xinyu Lyu ⋅ Shengming Yuan ⋅ Lianli Gao ⋅ Jingkuan Song ⋅ Heng Tao Shen

[ Poster] [ OpenReview]

Poster

None

Multi-Scale Wavelet Transformers for Operator Learning of Dynamical Systems

Xuesong Wang ⋅ Michael Groom ⋅ Rafael Oliveira ⋅ He Zhao ⋅ Terence O'kane ⋅ Edwin V. Bonilla

[ OpenReview]

Poster

None

ASTRA: Communication-Efficient Acceleration for Multi-Device Transformer Inference

Xiao Liu ⋅ Lijun Zhang ⋅ Deepak Ganesan ⋅ Hui Guan

[ OpenReview]

Poster

None

Singular Vectors of Attention Heads Align with Features

Gabriel Franco ⋅ Carson Loughridge ⋅ Mark Crovella

[ OpenReview]

Poster

None

Barriers to Counterfactual Credit Attribution for Autoregressive Models

Aloni Cohen ⋅ Chenhao Zhang

[ OpenReview]

Poster

None

Cerebellar-Inspired Residual Control for Fault Recovery: From Inference-Time Adaptation to Structural Consolidation

Nethmi Jayasinghe ⋅ Diana Gontero ⋅ Spencer Brown ⋅ Vinod Sangwan ⋅ Mark Hersam ⋅ Amit Trivedi

[ OpenReview]

Poster

None

Task-Aware Preference Calibration for Direct Preference Optimization

Mengyang Li ⋅ Zhong Zhang ⋅ pinlong zhao

[ OpenReview]

Poster

None

GenCircuit-RL: Reinforcement Learning from Hierarchical Verification for Genetic Circuit Design

Noah Flynn

[ OpenReview]

Poster

None

From Prompts to Responses: Dual-Sided Data Leakage and Defense in Split Large Language Models

Zixuan GU ⋅ Xiaojun Ye ⋅ Yang Liu

[ OpenReview]

Poster

None

CGSVD: Cascaded Granular Singular Value Decomposition for Large Language Model Compression

Yuli Chen ⋅ Shuhao Zhang ⋅ Jiale Han ⋅ Fanshen Meng ⋅ Haishen Jiang ⋅ Bo Cheng ⋅ Qiang Tong ⋅ Xiulei Liu

[ OpenReview]

Poster

None

Reliability-Aware LLM Alignment from Inconsistent Human Feedback

Jingyi Huang ⋅ Ruohan Zong ⋅ Yujun Feng ⋅ Liran Ma ⋅ Lanyu Shang ⋅ Yang Zhang

[ Poster] [ OpenReview]

Poster

None

QPoint: End-to-End Lightweight Point Cloud Processing via Robust Quaternion Feature Learning

Zhouzhiming Zhou ⋅ Yong He ⋅ Qiaoyun Wu ⋅ Chaoxu Mu ⋅ Ajmal Mian

[ OpenReview]

Poster

None

Inducing LLM Workflows with Bilevel Optimization and Textual Gradients

Hongyeon Yu ⋅ Young-Bum Kim ⋅ Yoon Kim

[ OpenReview]

Poster

None

Scalable and Differentiable Point-Cloud Registration Using Maximum Mean Discrepancy

Rixon Crane ⋅ Fahira Afzal Maken ⋅ Nicholas Lawrance ⋅ Stanislav Funiak ⋅ Kasra Khosoussi ⋅ Ming Xu ⋅ Russell Tsuchida

[ OpenReview]

Poster

None

Data Augmentation of Contrastive Learning is Estimating Positive-incentive Noise

Hongyuan Zhang ⋅ Yanchen Xu ⋅ Sida Huang ⋅ Xuelong Li

[ OpenReview]

Poster

None

Deep Neural Network Regression with Functional Covariates

Hang Zhou ⋅ Ju-Sheng Hong ⋅ Xiucai Ding ⋅ Jane-Ling Wang

[ OpenReview]

Poster

None

Discovering Scaling Exponents with Physics-Informed Müntz-Szász Networks

Gnankan Landry Regis N'guessan ⋅ Bum Jun Kim

[ OpenReview]

Poster

None

Learning Protein Structure-Function Relationships through Knowledge-guided Representation Decomposition

Mingqing Wang ⋅ Zhiwei Nie ⋅ ATHANASIOS VASILAKOS ⋅ Yonghong He ⋅ Zhixiang Ren

[ OpenReview]

Poster

None

A Diagnostic Study of Multi-Agent LLMs for Real-World Debates

Priya Pitre ⋅ Gaurav Srivastava ⋅ Lu Zhang ⋅ Le Wang ⋅ Naren Ramakrishnan ⋅ Xuan Wang

[ OpenReview]

Poster

None

SAGE-NAS: Synergizing LLM-Based Semantic Agent with Graph-Based Evaluator for Neural Architecture Search

Kaiqi Lin ⋅ Jianping Luo

[ Poster] [ OpenReview]

Poster

None

Certificates for Complex-Compatible Learned Cochain Laplacians

Nivar Anwer ⋅ Marien Chenaud ⋅ David Elizondo

[ OpenReview]

Poster

None

Generative Modeling of Discrete Latent Structures via Dynamic Policy Gradients

Stefan Ivanovic ⋅ Ge Liu ⋅ Mohammed El-Kebir

[ OpenReview]

Poster

None

PESD-TSF: A Period-Aware and Explicit Structured Decomposition Framework for Long-Term Time Series Forecasting

Hua Wang ⋅ Xianhao Jiao ⋅ Fan Zhang

[ OpenReview]

Poster

None

Decoupled Low-Rank Adaptation for Robust Federated Fine-Tuning

Xiuwen Fang ⋅ Xuliang Yang ⋅ Mang Ye

[ OpenReview]

Poster

None

AES: Curing Optimizer Blindness in Long-Tailed Recognition via State-Aware Correction

Fanfu Wang ⋅ Jiachang Zhan ⋅ Zhiheng Gong ⋅ Pengkun Wang ⋅ Yang Wang

[ Poster] [ OpenReview]

Poster

None

HECTOR: Hybrid Editable Compositional Object References for Video Generation

Guofeng Zhang ⋅ Angtian Wang ⋅ Jacob Fang ⋅ Liming Jiang ⋅ Haotian Yang ⋅ Alan Yuille ⋅ Chongyang Ma

[ OpenReview]

Poster

None

BIOARC: Discovering Optimal Neural Architectures for Biological Foundation Models

Yi Fang ⋅ Haoran Xu ⋅ Jiaxin Han ⋅ Sirui Ding ⋅ Yizhi Wang ⋅ Yue Wang ⋅ Xuan Wang

[ OpenReview]

Poster

None

Object-level Semantic and Spatial Distillation for Open Vocabulary Detection

Zitong Li ⋅ Jinzhuo Wu ⋅ Fukang Zhao ⋅ Xinyue Wang ⋅ Jun Chen-CUG ⋅ Zhuo Cheng ⋅ Dapeng Luo

[ OpenReview]

Poster

None

A Minimax Approach for Optimal Intervention Policy Learning with Two-Stage Outcomes

Chenyang Li ⋅ Hao Mei ⋅ Yue Liu

[ OpenReview]

Poster

None

A Bayesian Approach to Quantify the Uncertainty of Human Ratings in a Single-Instance Multimodal Framework

Zijian Chen ⋅ Archana Venkataraman

[ OpenReview]

Poster

None

TokenRatio: Principled Token-Level Preference Optimization via Ratio Matching

Truong Nguyen ⋅ Tien-Phat Nguyen ⋅ Linh Van ⋅ Duy Nguyen ⋅ Khoa Doan ⋅ Trung Le

[ OpenReview]

Poster

None

BTSP-CAM: A Brain-Inspired Geometric Memory for Class-Incremental Learning

Zheng Zhang ⋅ Jiaye Yang ⋅ Qingjie Guo ⋅ Jiangrong Shen ⋅ Long Chen ⋅ Qi Xu

[ OpenReview]

Poster

None

Steering Out-of-Distribution Generalization with Concept Ablation Fine-Tuning

Helena Casademunt ⋅ Caden Juang ⋅ Adam Karvonen ⋅ Samuel Marks ⋅ Senthooran Rajamanoharan ⋅ Neel Nanda

[ OpenReview]

Poster

None

Identifiable Equivariant Networks are Layerwise Equivariant

Vahid Shahverdi ⋅ Giovanni Luca Marchetti ⋅ Georg Bökman ⋅ Kathlén Kohn

[ OpenReview]

Poster

None

Geometric Convergence of Gauss–Newton for Neural Networks: Riemannian Geometry and Adaptive Damping

Semih Cayci

[ OpenReview]

Poster

None

iGRPO: Fast Online RL for Flow Matching Model with Dense Reward

Sucheng Ren ⋅ Chen Chen ⋅ Zhenbang Wang ⋅ Liangchen Song ⋅ Xiangxin Zhu ⋅ Yinfei Yang ⋅ Jiasen Lu

[ OpenReview]

Poster

None

REG: In-Sample RL via Regularizing the Evaluation Gap

Hanpu Shen ⋅ Weining Shen ⋅ Roy Fox

[ OpenReview]

Poster

None

HSGG: Training-Free Hierarchical Scene Graph Generation with Geometry-Guided Relation Reasoning

yunzhe Liu ⋅ Wenbiao Liu ⋅ Lihui Cen ⋅ Zhe Qu ⋅ Yigang Cen ⋅ Yixiong Liang ⋅ Yongfang Xie ⋅ Shichao Kan

[ OpenReview]

Poster

None

Expressive Graph Neural Networks via Equivariant Use of Noise

Xiyuan Wang ⋅ Muhan Zhang

[ OpenReview]

Poster

None

The Viscosity of Logic: Phase Transitions and Hysteresis in DPO Alignment

Marco Pollanen

[ OpenReview]

Poster

None

Data-driven Mixed Integer Optimization through Probabilistic Multi-variable Branching

Yanguang Chen ⋅ Wenzhi Gao ⋅ Wanyu Zhang ⋅ Dongdong Ge ⋅ Huikang Liu ⋅ Yinyu Ye

[ OpenReview]

Poster

None

The Catastrophic Failure of *the* k-Means Algorithm in High Dimensions, and How Hartigan's Algorithm Avoids It

Roy Lederman ⋅ David Silva-Sánchez ⋅ Ziling Chen ⋅ Gilles Mordant ⋅ Amnon Balanov ⋅ Tamir Bendory

[ OpenReview]

Poster

None

Efficient Equivariant High-Order Crystal Tensor Prediction via Cartesian Local-Environment Many-Body Coupling

Dian Jin ⋅ Yancheng Yuan ⋅ Xiaoming Tao

[ OpenReview]

Poster

None

Latent Thoughts Tuning: Bridging Context and Reasoning with Fused Information in Latent Tokens

Weihao Liu ⋅ Dehai Min ⋅ Lu Cheng

[ OpenReview]

Poster

None

Position: The Age of AI Agents Demands A New Scientific Paradigm To Sustain Trustworthy Science

Belinda Mo

[ OpenReview]

Poster

None

WET: Mitigating World-Conditioned Knowledge Conflicts via World Entropy Tethering

Zixuan Wang ⋅ Yifei He ⋅ Zihan Wang ⋅ Kun Wang ⋅ Chaomeng chen

[ OpenReview]

Poster

None

Online Learning with Recency: Algorithms for Sliding-window Streaming Multi-armed Bandits

Vladimir Braverman ⋅ Chen Wang ⋅ Liudeng Wang ⋅ Samson Zhou

[ OpenReview]

Poster

None

Continual GUI Agents

Ziwei Liu ⋅ Borui Kang ⋅ Hangjie Yuan ⋅ Zixiang Zhao ⋅ Wei Li ⋅ Yifan Zhu ⋅ Tao Feng

[ OpenReview]

Poster

None

Position: Assistive Agents Need Accessibility Alignment

Jie Hu ⋅ Changyuan Yan ⋅ Yu Zheng ⋅ Ziqian Wang ⋅ Jiaming Zhang

[ Poster] [ OpenReview]

Poster

None

Saving Foundation Flow-Matching Priors for Inverse Problems

Yuxiang Wan ⋅ Ryan Devera ⋅ Wenjie Zhang ⋅ Ju Sun

[ OpenReview]

Poster

None

From Imagined Futures to Executable Actions: Mixture of Latent Actions for Robot Manipulation

Yajie Li ⋅ Bozhou Zhang ⋅ Chun Gu ⋅ Zipei Ma ⋅ Jiahui Zhang ⋅ Jiankang Deng ⋅ Xiatian Zhu ⋅ Li Zhang

[ Poster] [ OpenReview]

Poster

None

Efficient Continuous-Depth Modeling with GRU Equivalents

Ayan Banerjee ⋅ BIN XU ⋅ Sandeep Gupta

[ OpenReview]

Poster

None

Edge-colored Clustering in Hypergraphs: A MaxECC Approximation

Aravind Srinivasan ⋅ Arushi Srinivasan ⋅ Jiayi Wu

[ Poster] [ OpenReview]

Poster

None

Optimal Bayesian Stopping for Efficient Inference of Consistent LLM Answers

Jingkai Huang ⋅ Will Ma ⋅ Zhengyuan Zhou

[ OpenReview]

Poster

None

Dynamic Linear Attention

Xin Wang ⋅ Hui Shen ⋅ Boyuan Zheng ⋅ Xueshen Liu ⋅ Minkyoung Cho ⋅ Zhongwei Wan ⋅ Zesen Zhao ⋅ Zhuoqing Morley Mao ⋅ Mi Zhang ⋅ Shen Yan

[ OpenReview]

Poster

None

A Machine-Learned Comorbidity Index

Suleman Baloch ⋅ Kishlay Jha ⋅ Alberto Segre ⋅ Philip Polgreen ⋅ Bijaya Adhikari

[ Slides] [ OpenReview]

Poster

None

From Generative to Episodic: Sample-Efficient Replicable RL

Max Hopkins ⋅ Sihan Liu ⋅ Christopher Ye ⋅ Yuichi Yoshida

[ OpenReview]

Poster

None

Clipped Q-Learning: Your Value Clipping Is Secretly A Robust Operator

Zhishuai Liu ⋅ Pan Xu

[ OpenReview]

Poster

None

TIME: Tensor-Factorized Mixture-of-Experts with Intrinsic Routing for Lifelong Multimodal Knowledge Editing

Dexuan Xu ⋅ Jieyi Wang ⋅ Shijie Li ⋅ Hanpin Wang ⋅ Yongzhi Cao ⋅ Yu Huang

[ Poster] [ OpenReview]

Poster

None

Hierarchical Representations for Cross-task Automated Heuristic Design using LLMs

Fei Liu ⋅ Rui Zhang ⋅ Shunyu Yao ⋅ Qinglong Hu ⋅ kefeng zheng ⋅ Zhichao Lu ⋅ Qingfu Zhang

[ OpenReview]

Poster

None

VEQ: Modality-Adaptive Quantization for MoE Vision-Language Models

Guangshuo Qin ⋅ Zhiteng Li ⋅ Zheng Chen ⋅ Weihang Zhang ⋅ Linghe Kong ⋅ Yulun Zhang

[ OpenReview]

Poster

None

[CLS] is Not Enough: Multi-Label Recognition via Patch-Level Inference and Adaptive Aggregation

Akang Wang ⋅ Xili Deng ⋅ Zhanxuan Hu ⋅ Yi Zhao ⋅ Yonghang Tai ⋅ Huafeng Li

[ OpenReview]

Poster

None

FedTreeLoRA: Reconciling Statistical and Functional Heterogeneity in Federated LoRA Fine-Tuning

Jieming Bian ⋅ Lei Wang ⋅ Letian Zhang ⋅ Jie Xu

[ OpenReview]

Poster

None

Influence-Disentangled Federated Training: Learning Models That Are Easy to Unlearn

Canran Xiao ⋅ Qianyu Chen ⋅ Liwei Hou

[ OpenReview]

Poster

None

Approximation Bounds for Transformer Networks with Application to Regression

Yuling Jiao ⋅ Yanming Lai ⋅ Defeng Sun ⋅ Yang Wang ⋅ Bokai Yan

[ OpenReview]

Poster

None

Unlocking Noise-Resistant Vision: Key Architectural Secrets for Robust Models Against Gaussian Noise

Bum Jun Kim ⋅ Makoto Kawano ⋅ Yusuke Iwasawa ⋅ Yutaka Matsuo

[ OpenReview]

Poster

None

Outcome-Based Rewards Do Not Guarantee Faithful and Verifiable Reasoning

Qinan Yu ⋅ Alexa Tartaglini ⋅ Peter Hase ⋅ Carlos Guestrin ⋅ Christopher Potts

[ OpenReview]

Poster

None

Expert-guided Clinical Text Augmentation via Query-Based Model Collaboration

Dongkyu Cho ⋅ Miao Zhang ⋅ Gregory Lyng ⋅ Rumi Chunara

[ OpenReview]

Poster

None

Lower Complexity Bounds for Nonconvex-Strongly-Convex Bilevel Optimization with First-Order Oracles

Kaiyi Ji

[ OpenReview]

Poster

None

Two-dimensional quantization for geometry-aware audio coding

Tal Shuster ⋅ Eliya Nachmani

[ Poster] [ OpenReview]

Poster

None

Deep Trajectory Supervision: Deep Supervision Strikes Back

Han Wang ⋅ Weijie Wang ⋅ Jiaqi Liu ⋅ Hilde Kuehne ⋅ Nicu Sebe

[ OpenReview]

Poster

None

Holonomy Grid Codes for Generalisation Under Directed Actions

Pradeep Singh ⋅ Balasubramanian Raman

[ Poster] [ OpenReview]

Poster

None

INDUCTION: Finite-Structure Concept Synthesis in First-Order Logic

Serafim Batzoglou

[ OpenReview]

Poster

None

Asymptotic Optimality of the High-Dimensional Gaussian Mechanism and Improved Low-Dimensional Mechanisms for Differential Privacy

Alexander Bienstock ⋅ Antigoni Polychroniadou ⋅ Yu Wei

[ OpenReview]

Poster

None

SpikeNet: Sparse Spike-Driven Mask Vector Transformer for Energy-Efficient and Stable Spiking Point Cloud Processing

Zhouzhiming Zhou ⋅ Yong He ⋅ Qiaoyun Wu ⋅ Chaoxu Mu ⋅ Ajmal Mian

[ OpenReview]

Poster

None

AgentLAB: Benchmarking LLM Agents against Long-Horizon Attacks

Tanqiu Jiang ⋅ Yuhui Wang ⋅ Jiacheng Liang ⋅ Ting Wang

[ OpenReview]

Poster

None

Tuning the Implicit Regularizer of Masked Diffusion Language Models: Enhancing Generalization via Insights from $k$-Parity

Jianhao Huang ⋅ Baharan Mirzasoleiman

[ OpenReview]

Poster

None

Can LLMs Reason Like Automated Theorem Provers for Rust Verification? VCoT-Bench: Evaluating via Verification Chain of Thought

Zichen Xie ⋅ Wenxi Wang

[ OpenReview]

Poster

None

Streaming Sliced Optimal Transport

Khai Nguyen

[ OpenReview]

Poster

None

Rate or Fate? RLV$^{\varepsilon}$R: Reinforcement Learning with Verifiable Noisy Rewards

Ali Rad ⋅ Khashayar Filom ⋅ Darioush Keivan ⋅ Peyman Mohajerin Esfahani ⋅ Ehsan Kamalinejad

[ OpenReview]

Poster

None

Demystifying Entropy Control in LLM RL Training: Theoretical Analysis and Dynamic Scheduling

Jingchu Gai ⋅ Guanning Zeng ⋅ Huaqing ZHANG ⋅ Han Zhong ⋅ Yige Hong ⋅ Andrej Risteski ⋅ Aditi Raghunathan

[ OpenReview]

Poster

None

LiME: Lightweight Mixture of Experts for Efficient Multimodal Multi-task Learning

Md Kowsher ⋅ Haris Mansoor ⋅ Nusrat Prottasha ⋅ Ozlem Garibay ⋅ Victor Zhu ⋅ Zhengping Ji ⋅ Chen Chen

[ Slides] [ Poster] [ OpenReview]

Poster

None

Correspondence Cognitive Learning for Multi-Modal Object Re-Identification

Chao Su ⋅ Shuying Li ⋅ Ruitao Pu ⋅ Dezhong Peng ⋅ Zhenwen Ren ⋅ Yuan Sun

[ OpenReview]

Poster

None

Spurious Correlation Learning in Preference Optimization: Mechanisms, Consequences, and Mitigation via Tie Training

Christian Moya ⋅ Alex Semendinger ⋅ Guang Lin ⋅ Elliott Thornley

[ Poster] [ OpenReview]

Poster

None

Robust Bayesian Optimisation with Unbounded Corruptions

Abdelhamid Ezzerg ⋅ Ilija Bogunovic ⋅ Jeremias Knoblauch

[ OpenReview]

Poster

None

Reinforcement Learning with Verifiable Rewards: GRPO's Loss, Dynamics, and Success Amplification

Youssef Mroueh

[ OpenReview]

Poster

None

WS-GRPO: Weakly-Supervised Group-Relative Policy Optimization for Rollout-Efficient Reasoning

Gagan Mundada ⋅ Zihan Huang ⋅ Rohan Surana ⋅ Sheldon Yu ⋅ Jennifer Zhang ⋅ Xintong Li ⋅ Tong Yu ⋅ Lina Yao ⋅ Jingbo Shang ⋅ Julian McAuley ⋅ Junda Wu

[ OpenReview]

Poster

None

Causal Detection of Multi-Step LLM Agent Attacks

Viraaji Mothukuri ⋅ Reza M. Parizi

[ Slides] [ Poster] [ OpenReview]

Poster

None

Trifuse: Enhancing Attention-Based GUI Grounding via Multimodal Fusion

Longhui Ma ⋅ Di Zhao ⋅ Siwei Wang ⋅ Zhao Lv ⋅ Miao Wang

[ OpenReview]

Poster

None

Deep Networks Learn Deep Hierarchical Models

Amit Daniely

[ OpenReview]

Poster

None

Generative Augmented Inference

Cheng Lu ⋅ Mengxin Wang ⋅ Dennis Zhang ⋅ Heng Zhang

[ OpenReview]

Poster

None

Learning with Admissibility: Robust Fuzzy Hashing for Cross-Modal Retrieval with Noisy Labels

Xincheng Sun ⋅ Ruitao Pu ⋅ Guangsi Shi ⋅ Zhenwen Ren ⋅ Peng Hu ⋅ Yuan Sun

[ OpenReview]

Poster

None

Position: Generative Distributional Integrity against Backdoor Attacks

Shuaibiao Han ⋅ Ruiyang Ni ⋅ Zhiguo Yang ⋅ Changlong Li ⋅ Perley Xu ⋅ Wenjie Ruan

[ OpenReview]

Poster

None

What Characterizes Effective Reasoning? Revisiting Length, Review, and Structure of CoT

Yunzhen Feng ⋅ Julia Kempe ⋅ Cheng Zhang ⋅ Parag Jain ⋅ Anthony Hartshorn

[ OpenReview]

Poster

None

PACE: Parameter Change for Unsupervised Environment Design

Fang YUAN ⋅ Quanjun Yin ⋅ Siqi Shen ⋅ Yuxiang Xie ⋅ Junqiang Yang ⋅ Long Qin ⋅ Junjie Zeng ⋅ Qinglun Li

[ Poster] [ OpenReview]

Poster

None

Position: Metaphysical Concepts in AI Should Be Judged by Their Consequences

Paras Chopra

[ OpenReview]

Poster

None

LLMs as Noisy Channels: A Shannon Perspective on Model Capacity and Scaling Laws

Xu Ouyang ⋅ Deyi Liu ⋅ Yuhang Cai ⋅ Jing Liu ⋅ Yuan Yang ⋅ Chen Zheng ⋅ Thomas Hartvigsen ⋅ Yiyuan Ma

[ OpenReview]

Poster

None

Position: AI Capabilities Are Not Increasing Exponentially

Haosen Ge ⋅ Hamsa Bastani ⋅ Osbert Bastani

[ OpenReview]

Poster

None

Transport or Discard: Robust Unbalanced Optimal Transport for Cross-Domain Policy Adaptation

Wenyu Chen ⋅ Yujia Zhang ⋅ Jianchao Zeng ⋅ Wei Guo ⋅ Yanbo Wang ⋅ Pinle Qin ⋅ Linli Ma

[ OpenReview]

Poster

None

HyperMLP: An Integrated Perspective for Sequence Modeling

Jiecheng Lu ⋅ Shihao Yang

[ OpenReview]

Poster

None

Position: We Need AI Efficiency Incentives for Accessibility and Sustainability

Marco Bornstein ⋅ Amrit Singh Bedi

[ OpenReview]

Poster

None

Local Mechanisms of Compositional Generalization

Arwen Bradley

[ OpenReview]

Poster

None

EnerGS: Energy-Based Gaussian Splatting under Partial Geometric Observability

Rui Song ⋅ Tianhui Cai ⋅ Markus Gross ⋅ Yun Zhang ⋅ Walter Zimmer ⋅ Zhiyu Huang ⋅ Olaf Wysocki ⋅ Jiaqi Ma

[ OpenReview]

Poster

None

Scalable RF Simulation in Generative 4D Worlds

Zhiwei Zheng ⋅ Dongyin Hu ⋅ Mingmin Zhao

[ OpenReview]

Poster

None

Position: LLM Benchmark Datasets should be Contamination-Resistant

Ali Al-Lawati ⋅ Jason Lucas ⋅ Dongwon Lee ⋅ Suhang Wang

[ OpenReview]

Poster

None

Optimizing Agentic Reasoning with Retrieval via Synthetic Semantic Information Gain Reward

Senkang Hu ⋅ Yong Dai ⋅ Yuzhi Zhao ⋅ Yihang Tao ⋅ Yu Guo ⋅ Zhengru Fang ⋅ Sam Kwong ⋅ Yuguang Fang

[ OpenReview]

Poster

None

Shuffle the Context: RoPE-Perturbed Self-Distillation for Long-Context Adaptation

Zichong Li ⋅ Chen Liang ⋅ Liliang Ren ⋅ Tuo Zhao ⋅ Yelong Shen ⋅ Weizhu Chen

[ OpenReview]

Poster

None

Position: Age Estimation Models Do Not Process Biometric Data

Nikita Marshalkin

[ OpenReview]

Poster

None

Bridging Tokens and Geometry: Token-wise 3D Supervision for CAD Generation

Yijia Guan ⋅ Jianhua Sun

[ Poster] [ OpenReview]

Poster

None

Position: Ideas Should be the Center of Machine Learning Research

Jairo Diaz-Rodriguez

[ OpenReview]

Poster

None

DIVA: Harnessing the Representation Divergence in Unified Multimodal Models for Mutual Reinforcement

renjie lu ⋅ Xulong Zhang ⋅ Xiaoyang Qu ⋅ Jianzong Wang ⋅ Shangfei Wang

[ OpenReview]

Poster

None

Efficiently Learning Drifting Halfspaces with Massart Noise

Mingchen Ma ⋅ Guyang Cao ⋅ Jelena Diakonikolas ⋅ Ilias Diakonikolas

[ OpenReview]

Poster

None

DC-Leap: Training-Free Acceleration of dLLMs via Draft-Guided Contiguous Leaping Decoding

Yanhua Jiao ⋅ Tianyi Wu ⋅ Xiaoxi Sun ⋅ Yulin Li ⋅ Huiling Zhen ⋅ Libo Qin ⋅ Baotian Hu ⋅ Zhuotao Tian ⋅ Min zhang

[ OpenReview]

Poster

None

Position: *Beyond Text* The Text-Centric Bias in Foundation Models Must Be Revisited for a Speech-First Future

Deepak Piskala

[ Slides] [ Poster] [ OpenReview]

Poster

None

CACR: Reinforcing Temporal Answer Grounding in Instructional Video via Candidate-Aware Causal Reasoning

Muge Qi ⋅ Rong Fu ⋅ Pengbin Feng ⋅ Xianda Li ⋅ Yu Cai ⋅ Yifu Guo ⋅ Shizhe Zhang ⋅ Simon Fong ⋅ Bin Li ⋅ Lei Ma

[ OpenReview]

Poster

None

Position: Unlabeled ≠ No Human Supervision in Visual Learning

Dong Lao

[ OpenReview]

Poster

None

SLIM: Secure and Efficient Inference for Large Language Models on Untrusted Devices via TEEs

Wei Wang ⋅ Zihao Guan ⋅ Xing Zhou ⋅ Yan Ding ⋅ Yusong Tan ⋅ Jie Yu ⋅ Bao Li

[ OpenReview]

Poster

None

Generalization Bounds for Discrete Diffusion: Statistical Advantage of Masking

Zixuan Zhang ⋅ Hengyu Fu ⋅ Zhuoran Yang ⋅ Mengdi Wang ⋅ Tuo Zhao ⋅ Minshuo Chen

[ OpenReview]

Poster

None

Exploration-free Algorithms for Multi-group Mean Estimation

Ziyi Wei ⋅ Huaiyang Zhong ⋅ Xiaocheng Li

[ OpenReview]

Poster

None

Latent Diffusion Pretraining for Crystal Property Prediction

Shrimon Mukherjee ⋅ KISHALAY DAS ⋅ Partha Basuchowdhuri ⋅ Pawan Goyal ⋅ Niloy Ganguly

[ Slides] [ OpenReview]

Poster

None

Learning Realistic Depth via Physics-Grounded Noise Disentanglement with Semantic-Geometric Collaboration

Xiujian Liang ⋅ Jiacheng Liu ⋅ Mingyang Sun ⋅ Qichen He ⋅ Anda Cheng ⋅ Cewu Lu ⋅ Jianhua Sun

[ OpenReview]

Poster

None

ReflFlow: Learning Geometry-Guided Ray Tracing for Dynamic Specular Reconstruction

Jiachen Tao ⋅ Junyi Wu ⋅ Haoxuan Wang ⋅ Zongxin Yang ⋅ Dawen Cai ⋅ Yan Yan

[ OpenReview]

Poster

None

GHOST: Geometry-Guided Hallucination of Opaque Surface Textures

Langxu Zhao ⋅ Zuan Gu ⋅ Tianhan Gao

[ Slides] [ Poster] [ OpenReview]

Poster

None

NoiseSDF2NoiseSDF: Learning Clean Neural Fields from Noisy Supervision

Tengkai Wang ⋅ Weihao Li ⋅ Ruikai Cui ⋅ Shi Qiu ⋅ Nick Barnes

[ OpenReview]

Poster

None

MedCoG: Maximizing LLM Inference Density in Medical Reasoning via Meta-Cognitive Regulation

Yu Zhao ⋅ Hao Guan ⋅ Yongcheng Jing ⋅ Ying Zhang ⋅ Dacheng Tao

[ OpenReview]

Poster

None

FIRE-Bench: Evaluating Agents on the Rediscovery of Scientific Insights

Zhen Wang ⋅ Fan Bai ⋅ Zhongyan Luo ⋅ Jinyan Su ⋅ Kaiser Sun ⋅ Xinle Yu ⋅ Jieyuan Liu ⋅ Kun Zhou ⋅ Claire Cardie ⋅ Mark Dredze ⋅ Eric Xing ⋅ Zhiting Hu

[ OpenReview]

Poster

None

Dyn-VPP: Video Prediction Policy Optimization for Improved Visual Dynamics

Zirui Ge ⋅ Pengxiang Ding ⋅ Yemin Wang ⋅ BaoHuaYin ⋅ Qishen Wang ⋅ Zhiyong Xie ⋅ Hengtao Li ⋅ Runze Suo ⋅ Wenxuan Song ⋅ Han Zhao ⋅ Shangke Lyu ⋅ Haoang Li ⋅ RAN CHENG ⋅ Cheng Chi ⋅ Hui-Bin Ge ⋅ Yaozhi Luo ⋅ Donglin Wang

[ OpenReview]

Poster

None

A Time-Reparameterized Cumulative Intensity Extrapolation Sampler for Discrete Flow Matching

Feiyang Fu ⋅ Hehe Fan

[ OpenReview]

Poster

None

Learning to Execute Graph Algorithms Exactly with Graph Neural Networks

Muhammad Fetrat Qharabagh ⋅ Artur Back de Luca ⋅ George Giapitzakis ⋅ Kimon Fountoulakis

[ OpenReview]

Poster

None

Wait, Wait, Wait... Why Do Reasoning Models Loop?

Charilaos Pipis ⋅ Shivam Garg ⋅ Vasilis Kontonis ⋅ Vaishnavi Shrivastava ⋅ Akshay Krishnamurthy ⋅ Dimitris Papailiopoulos

[ OpenReview]

Poster

None

The Art of Interrogation: Consistency Amplifies Factuality in Spatial Reasoning

Théo Uscidda ⋅ Marta Gazulla ⋅ Maks Ovsjanikov ⋅ Federico Tombari ⋅ Leonidas Guibas

[ OpenReview]

Poster

None

Correcting Visual Blur Induced by Attention Distraction to Reduce Hallucinations: Algorithm and Theory

Quanjiang Li ⋅ Zhiming Liu ⋅ Wei Luo ⋅ Tingjin Luo ⋅ Chenping Hou

[ Poster] [ OpenReview]

Poster

None

From Absolute to Relative: Rethinking Reward Shaping in Group-Based Reinforcement Learning

Wenzhe Niu ⋅ Wei He ⋅ Zongxia Xie ⋅ Jinpeng Ou ⋅ Huichuan Fan ⋅ Yuchen Ge ⋅ Yanru Sun ⋅ Ziyin Wang ⋅ Yizhao Sun ⋅ Chengshun Shi ⋅ Jiuchong Gao ⋅ Jinghua Hao ⋅ Renqing He

[ OpenReview]

Poster

None

WaterSIC: information-theoretically (near) optimal linear layer quantization

Egor Lifar ⋅ Semyon Savkin ⋅ Or Ordentlich ⋅ Yury Polyanskiy

[ OpenReview]

Poster

None

A Tale of Two Graphs: Separating Knowledge Exploration from Outline Structure for Open-Ended Deep Research

Zhuofan Shi ⋅ Ming Ma ⋅ ZekunYao ⋅ Fangkai Yang ⋅ Jue Zhang ⋅ Dongge Han ⋅ Victor Ruehle ⋅ Qingwei Lin ⋅ Saravan Rajmohan ⋅ Dongmei Zhang

[ OpenReview]

Poster

None

SLAT: Segment-Level Adaptive Trimming for Efficient CoT Reasoning

Jian Yao ⋅ Xiongcai Luo ⋅ Ran Cheng ⋅ KC Tan

[ OpenReview]

Poster

None

Text-Conditional JEPA for Learning Semantically Rich Visual Representations

Chen Huang ⋅ Xianhang Li ⋅ Vimal Thilak ⋅ Etai Littwin ⋅ Joshua M Susskind

[ Poster] [ OpenReview]

Poster

None

VLM-RobustBench: A Comprehensive Benchmark for Robustness of Vision-Language Models

Rohit Saxena ⋅ Alessandro Suglia ⋅ Pasquale Minervini

[ OpenReview]

Poster

None

One-shot Conditional Sampling: MMD meets Nearest Neighbors

Anirban Chatterjee ⋅ Sayantan Choudhury ⋅ Rohan Hore

[ OpenReview]

Poster

None

MA$^3$S: Model-Agnostic Active Annotation Strategy for Crowdsourcing

Wenjun Zhang ⋅ Liangxiao Jiang ⋅ Chaoqun Li ⋅ Shanshan Si

[ OpenReview]

Poster

None

Rh-3DGS: Robust Open-Vocabulary Scene Understanding via Riemannian Huber Distillation and Manifold-Aware Sampling

Xinpeng Zhao ⋅ Jiang Jie ⋅ Fengyuan Zhang ⋅ Lixin Zhan ⋅ Dong Wang ⋅ Qinyuan Bu ⋅ Jiahangtu ⋅ Guangzhen Yao

[ OpenReview]

Poster

None

Function-Valued Causal Influence in Nonlinear Time Series

Valentina Kuskova ⋅ Dmitry Zaytsev ⋅ Michael Coppedge

[ OpenReview]

Poster

None

Information-Theoretic Disentangled Latent Modeling with Conditional Diffusion for Incomplete Multi-View Clustering

Wenlan Chen ⋅ Lu Gao ⋅ Daoyuan Wang ⋅ Cheng Liang ⋅ Fei Guo

[ OpenReview]

Poster

None

Seeking Commonality, Preserving Specificity: A Spectral-Aware Hierarchical Framework for Cross-City Road Representation Learning

Jingtian Ma ⋅ Jingyuan Wang ⋅ Leong Hou U

[ Poster] [ OpenReview]

Poster

None

$A_2$DEPT: Large Language Model–Driven Automated Algorithm Design via Evolutionary Program Trees

Bin Chen ⋅ Shouliang Zhu ⋅ Beidan Liu ⋅ Yong Zhao ⋅ Tianle Pu ⋅ Huichun Li ⋅ Zhengqiu Zhu

[ OpenReview]

Poster

None

PipeSD: An Efficient Cloud-Edge Collaborative Pipeline Inference Framework with Speculative Decoding

Yunhe Han ⋅ Yunqi Gao ⋅ Bing Hu ⋅ Boloursaz Mashhadi ⋅ Yitong Duan ⋅ Pei Xiao ⋅ Yanfeng Zhang

[ OpenReview]

Poster

None

GEM-FI: Gated Evidential Mixtures with Fisher Modulation

Marco Mohammed ⋅ Fatemeh Daneshfar ⋅ Pietro Lió

[ Slides] [ OpenReview]

Poster

None

SHAP-Guided Kernel Actor-Critic for Explainable Reinforcement Learning

Na Li ⋅ Hangguan Shan ⋅ Wei Ni ⋅ Wenjie Zhang ⋅ Xinyu Li

[ OpenReview]

Poster

None

Position: AI Usage Policies Should Be Aligned with International Human Rights Law

Jordi Calvet Bademunt

[ OpenReview]

Poster

None

The Latent Guardian: Defending Collaborative Perception via Feature-Level Consistency Verification

Zhuangzhuang Zhang ⋅ MingXin Li ⋅ Libing Wu ⋅ Wei-Bin Lee ⋅ Jianping Wang

[ Poster] [ OpenReview]

Poster

None

CORE: Conflict-Oriented Reasoning for General Multimodal Manipulation Detection

Jinjie Shen ⋅ Yaxiong Wang ⋅ Yujiao Wu ⋅ Lechao Cheng ⋅ Tianrui Hui ⋅ Nan Pu ⋅ Zhihui Li ⋅ Zhun Zhong

[ OpenReview]

Poster

None

Adaptive Personalized Federated Learning via Multi-task Averaging of Kernel Mean Embeddings

Jean-Baptiste Fermanian ⋅ Batiste Le Bars ⋅ Aurélien Bellet

[ OpenReview]

Poster

None

Can Adaptive Gradient Methods Converge under Heavy-Tailed Noise? A Case Study of AdaGrad

Zijian Liu

[ OpenReview]

Poster

None

Exact Unlearning in Reinforcement Learning

Tang Thanh Nguyen ⋅ Raman Arora

[ OpenReview]

Registration Desk

Sun Jul 05 02:00 PM -- 07:30 PM (KST) @ HALL B FOYER None

Registration Desk

Mon Jul 06 07:00 AM -- 06:00 PM (KST) @ Coex: Hall B Foyer None

Registration Desk

Expo Talk Panel

Mon Jul 06 08:00 AM -- 09:00 AM (KST) @ AUDITORIUM None

VideoFlexTok: Flexible-Length Coarse-to-Fine Video Tokenization

Lauren Araujo

[ OpenReview]

Expo Talk Panel

Mon Jul 06 08:00 AM -- 09:00 AM (KST) @ HALL D1 None

Multi-Agent System Design and Evaluation for Quantitative Finance

Expo Talk Panel

Mon Jul 06 08:00 AM -- 09:00 AM (KST) @ HALL D2 None

New Frontier of AI: Eval, RL, and What's Next

Lily Gack

Expo Talk Panel

Mon Jul 06 08:00 AM -- 09:00 AM (KST) @ HALL B2 None

Strands Robots: Unifying Robot Control, Simulation, and Training Behind Natural Language

Yin Song ⋅ Cagatay Cali

Break

Mon Jul 06 08:30 AM -- 09:30 AM (KST) None

Coffee Break

Tutorial

Mon Jul 06 09:00 AM -- 11:30 AM (KST) @ HALL D1 None

Diffusion and Flow-Matching: From Memorization to Generalization & Beyond

Mathurin Massias ⋅ Quentin Bertrand

Tutorial

Mon Jul 06 09:00 AM -- 11:30 AM (KST) @ HALL B2 None

Proving Theorems with Lean and Machine Learning

Rémy Degenne ⋅ Wenda Li

Tutorial

Mon Jul 06 09:00 AM -- 11:30 AM (KST) @ HALL C None

Unifying Attention and Diffusion with Kan Extension Transformers: Structured Deep Learning with Diagrammatic Backpropagation

Sridhar Mahadevan

Tutorial

Mon Jul 06 09:00 AM -- 11:30 AM (KST) @ HALL D2 None

Probabilistic Numerics — Computation is Machine Learning

Philipp Hennig ⋅ Marvin Pförtner ⋅ Tim Weiland

Tutorial

Mon Jul 06 09:00 AM -- 11:30 AM (KST) @ AUDITORIUM None

Unlearning Data at Scale

Vinith Suriyakumar ⋅ Gautam Kamath ⋅ Ashia Wilson

Expo Talk Panel

Mon Jul 06 11:30 AM -- 12:30 PM (KST) @ AUDITORIUM None

vLLM-Hook: Live Programming of Model Internals on vLLM

Pin-Yu Chen ⋅ Kenney Ng ⋅ Ching-Yun Ko

Expo Talk Panel

Mon Jul 06 11:30 AM -- 12:30 PM (KST) @ HALL D2 None

The End-to-End AI Scientist: Automating Discovery and the Research Pipeline

Jinsung Yoon ⋅ Rui Meng

Expo Talk Panel

Mon Jul 06 11:30 AM -- 12:30 PM (KST) @ HALL B2 None

Seoul World Model: Grounding World Simulation Models in a Real-World Metropolis

Jin-Hwa Kim ⋅ Sangdoo Yun ⋅ Donghwan Lee ⋅ Seungryong Kim ⋅ Junyoung Seo ⋅ Hyunwook Choi

[ OpenReview]

Expo Talk Panel

Mon Jul 06 11:30 AM -- 12:30 PM (KST) @ HALL C None

From Thinking to Doing: Design Principles for Scaling Native Agent Capabilities with the Open-Source MiMo-V2.5 Model Family

Mengchu Zhang ⋅ Fuli Luo ⋅ Wenhan Ma ⋅ Weimin Xiong ⋅ Lei Li ⋅ Shijie Cao

Expo Talk Panel

Mon Jul 06 11:30 AM -- 12:30 PM (KST) @ HALL D1 None

Model Optimization Flywheel: Continuously Self-Improving LLMs in Production

Andrew McNamara ⋅ Cody Mazza-Anthony ⋅ Shuying Sun

Break

Mon Jul 06 12:00 PM -- 01:00 PM (KST) None

Lunch

Expo Demonstration

Mon Jul 06 12:30 PM -- 02:30 PM (KST) @ GRAND BALLROOM FOYER None

Xiaomi GUI Agent: Cross-Device Intelligent Task Execution via Natural Language

Mengchu Zhang ⋅ Pengzhi Gao ⋅ chengzhen duan

Expo Demonstration

Mon Jul 06 12:30 PM -- 02:30 PM (KST) @ GRAND BALLROOM FOYER None

Interaction Design for Non-Deterministic Agents: Principles from Human-AI Collaboration Systems

James Powderly

Expo Demonstration

Mon Jul 06 12:30 PM -- 02:30 PM (KST) @ GRAND BALLROOM FOYER None

AI for International E-Commerce: Generative Recommendation, Conversational Shopping Agents, and Multimodal Supply Chain Models

lei shen ⋅ pengyang xie ⋅ kejun xiao

Expo Demonstration

Mon Jul 06 12:30 PM -- 02:30 PM (KST) @ GRAND BALLROOM FOYER None

Fara1.5: A Family of Computer Use Agents

Elaina Maffeo ⋅ Brittney Muller ⋅ Aravind Rajeswaran

Expo Demonstration

Mon Jul 06 12:30 PM -- 02:30 PM (KST) @ GRAND BALLROOM FOYER None

Pushing the Frontiers of Large-Scale 3D modeling for Robotics & Beyond

Krzysztof Choromanski

Expo Demonstration

Mon Jul 06 12:30 PM -- 02:30 PM (KST) @ GRAND BALLROOM FOYER None

Show Your Work: Real-Time, Per-Turn Requirement Validation in an Open-Source Voice Assistant

Paul Schweigert ⋅ Heiko Ludwig ⋅ Luis Lasras ⋅ Kenney Ng

Expo Demonstration

Mon Jul 06 12:30 PM -- 02:30 PM (KST) @ GRAND BALLROOM FOYER None

Tangent: Autonomous Auto-Research Agent for ML Pipelines

Pete Luferenko

Expo Talk Panel

Mon Jul 06 12:30 PM -- 01:30 PM (KST) @ HALL D1 None

Operationalizing Trustworthy AI in Industry

Jesse Cresswell

Expo Talk Panel

Mon Jul 06 12:30 PM -- 01:30 PM (KST) @ HALL C None

Advancing Frontier Scientific Capabilities, Today and Tomorrow

Caitlin Oriel

Expo Talk Panel

Mon Jul 06 12:30 PM -- 01:30 PM (KST) @ HALL D2 None

Scaling Deep Learning in Financial Markets

Iain Dunning

Mentorship

Mon Jul 06 01:00 PM -- 05:00 PM (KST) @ ASEM BALLROOM 201-203 None

RAI Mentoring Circle: Navigating Responsible AI as an Early Career AI Researcher

Tutorial

Mon Jul 06 01:30 PM -- 04:00 PM (KST) @ HALL B2 None

Evaluating and Training LLMs for Math Copilots and Theorem Proving

Simon Frieder ⋅ Philip Vonderlind

Tutorial

Mon Jul 06 01:30 PM -- 04:00 PM (KST) @ AUDITORIUM None

Calibration: From Predictions to Decisions, Collaboration, and Alignment

Aaron Roth ⋅ Collina ⋅ Ira Globus-Harris

Tutorial

Mon Jul 06 01:30 PM -- 04:00 PM (KST) @ HALL D1 None

Is numerical optimization theory irrelevant to machine learning practice in 2026?

Mark Schmidt

Tutorial

Mon Jul 06 01:30 PM -- 04:00 PM (KST) @ HALL D2 None

New Techniques for Sequence Prediction: Spectral Filtering and Preconditioning

Elad Hazan ⋅ Annie Marsden

Tutorial

Mon Jul 06 01:30 PM -- 04:00 PM (KST) @ HALL C None

Adaptive Reasoning in LLMs: From Post-Training to Test-Time Learning

Akhil Arora ⋅ Nouha Dziri

Break

Mon Jul 06 03:30 PM -- 04:30 PM (KST) None

Coffee Break

Expo Workshop

Mon Jul 06 04:00 PM -- 07:00 PM (KST) @ HALL D2 None

Agentic Forecasting and Multi-Agent Ecosystems: From Predictive Reasoning to Secure Enterprise Deployment

Jinsung Yoon ⋅ Palash Goyal ⋅ Rui Meng ⋅ Long T. Le ⋅ Yale Song

Expo Workshop

Mon Jul 06 04:00 PM -- 07:00 PM (KST) @ HALL C None

Agentic Harness: Building Reliable AI Agent Systems

Orange Gao ⋅ Diana Alvarado ⋅ sanggyu biern ⋅ Jie Zhao ⋅ Jaekyung Cho ⋅ Tatsuo Azeyanagi

Expo Workshop

Mon Jul 06 04:00 PM -- 07:00 PM (KST) @ HALL D1 None

The Generative Turn in Search and Recommendation: Foundations, Scale, and Frontiers

Yang Liu

Expo Workshop

Mon Jul 06 04:00 PM -- 07:00 PM (KST) @ HALL B2 None

AI for Science: Foundation Models and Agentic Systems for Closed-Loop Discovery

Yu Rong ⋅ Tingyang Xu ⋅ Tong Zhao

Expo Workshop

Mon Jul 06 04:00 PM -- 07:00 PM (KST) @ AUDITORIUM None

Reliable and Efficient LLM Outputs with Mellea + Granite OSS Libraries

Heiko Ludwig ⋅ Kenney Ng ⋅ Paul Schweigert ⋅ Luis Lasras

Registration Desk

Tue Jul 07 07:30 AM -- 06:00 PM (KST) @ Coex: Hall B Foyer None

Registration Desk

Affinity Event

Tue Jul 07 08:00 AM -- 05:00 PM (KST) @ ROOM 300 None

LatinX in AI Workshop

Ana Maria Quintero-Ossa ⋅ Jesus Solano ⋅ Mateo Espinosa Zarlenga ⋅ Walter Mayor ⋅ Laura Montoya

[ OpenReview]

Invited Talk

Tue Jul 07 08:30 AM -- 09:30 AM (KST) @ HALL C None

Towards AI Agents In the Real World

Pascale FUNG

Break

Tue Jul 07 09:30 AM -- 10:30 AM (KST) None

Coffee Break

Oral

Tue Jul 07 10:00 AM -- 10:15 AM (KST) @ HALL D2 None

dnaHNet: A Scalable and Hierarchical Foundation Model for Genomic Sequence Learning

In Oral 1C AI for Science: Proteins and Genomic Sequences

Arnav Shah ⋅ Junzhe Li ⋅ Parsa Idehpour ⋅ Adibvafa Fallahpour ⋅ Brandon Wang ⋅ Sukjun Hwang ⋅ BO WANG ⋅ Patrick Hsu ⋅ Hani Goodarzi ⋅ Albert Gu

[ OpenReview]

Oral

Tue Jul 07 10:00 AM -- 10:15 AM (KST) @ AUDITORIUM None

Are VLMs Seeing or Just Saying? Uncovering the Illusion of Visual Re-examination

In Oral 1F Vision-Language Models & Video

Chufan Shi ⋅ Cheng Yang ⋅ Yaokang Wu ⋅ Linghao Jin ⋅ Bo Shui ⋅ Taylor Berg-Kirkpatrick ⋅ Xuezhe Ma

[ OpenReview]

Oral

Tue Jul 07 10:00 AM -- 10:15 AM (KST) @ HALL D1 None

DiScoFormer: Plug-In Density and Score Estimation with Transformers

In Oral 1D DL: Representations & Distributions

Vasily Ilin ⋅ Peter Sushko ⋅ Ranjay Krishna

[ OpenReview]

Oral

Tue Jul 07 10:00 AM -- 10:15 AM (KST) @ ASEM BALLROOM 201-203 None

Asymmetric Perturbation in Solving Bilinear Saddle-Point Optimization

In Oral 1G Optimization & Games

Kenshi Abe ⋅ Mitsuki Sakamoto ⋅ Kaito Ariu ⋅ Atsushi Iwasaki

[ OpenReview]

Oral

Tue Jul 07 10:00 AM -- 10:15 AM (KST) @ HALL C None

Do We Need Adam? Surprisingly Strong and Sparse Reinforcement Learning with SGD in LLMs

In Oral 1A LLM Adaptation and Dataset Selection

Sagnik Mukherjee ⋅ Lifan Yuan ⋅ Pavan Jayasinha ⋅ Dilek Hakkani-Tür ⋅ Hao Peng

[ OpenReview]

Oral

Tue Jul 07 10:00 AM -- 10:15 AM (KST) @ GRAND BALLROOM 101-105 None

Position: Don't Just "Fix it in Post'': A Science of AI Must Study Learning Dynamics

In Oral 1E Understanding: Interpretability & Cognition

Stella Biderman ⋅ Mohammad Aflah Khan ⋅ Fatemehsadat Mireshghallah ⋅ Catherine Arnett ⋅ Fazl Barez ⋅ Naomi Saphra

[ OpenReview]

Oral

Tue Jul 07 10:00 AM -- 10:15 AM (KST) @ HALL B2 None

Benchmarking at the Edge of Comprehension

In Oral 1B Agentic Systems

Samuele Marro ⋅ Jialin Yu ⋅ Emanuele La Malfa ⋅ Oishi Deb ⋅ Jiawei Li ⋅ Yibo Yang ⋅ Ebey Abraham ⋅ Sunando Sengupta ⋅ Eric Sommerlade ⋅ Michael Wooldridge ⋅ Phil Torr

[ OpenReview]

Oral Session

Tue Jul 07 10:00 AM -- 11:00 AM (KST) @ HALL C None

Oral 1A LLM Adaptation and Dataset Selection

Oral Session

Tue Jul 07 10:00 AM -- 11:00 AM (KST) @ HALL B2 None

Oral 1B Agentic Systems

Oral Session

Tue Jul 07 10:00 AM -- 11:00 AM (KST) @ HALL D2 None

Oral 1C AI for Science: Proteins and Genomic Sequences

Oral Session

Tue Jul 07 10:00 AM -- 11:00 AM (KST) @ HALL D1 None

Oral 1D DL: Representations & Distributions

Oral Session

Tue Jul 07 10:00 AM -- 11:00 AM (KST) @ GRAND BALLROOM 101-105 None

Oral 1E Understanding: Interpretability & Cognition

Oral Session

Tue Jul 07 10:00 AM -- 11:00 AM (KST) @ AUDITORIUM None

Oral 1F Vision-Language Models & Video

Oral Session

Tue Jul 07 10:00 AM -- 11:00 AM (KST) @ ASEM BALLROOM 201-203 None

Oral 1G Optimization & Games

Oral

Tue Jul 07 10:15 AM -- 10:30 AM (KST) @ HALL C None

Learning Unmasking Policies for Diffusion Language Models

In Oral 1A LLM Adaptation and Dataset Selection

Metod Jazbec ⋅ Theo X. Olausson ⋅ Louis Béthune ⋅ Pierre Ablin ⋅ Michael Kirchhof ⋅ Joao Monteiro ⋅ Victor Guilherme Turrisi da Costa ⋅ Jason Ramapuram ⋅ Marco Cuturi

[ OpenReview]

Oral

Tue Jul 07 10:15 AM -- 10:30 AM (KST) @ HALL D2 None

FLIP2: Expanding Protein Fitness Landscape Benchmarks for Real-World Machine Learning Applications

In Oral 1C AI for Science: Proteins and Genomic Sequences

Kieran Didi ⋅ Sarah Alamdari ⋅ Alex Lu ⋅ Bruce Wittmann ⋅ Kadina Johnston ⋅ Ava Amini ⋅ Ali Madani ⋅ Maya Czeneszew ⋅ Christian Dallago ⋅ Kevin Yang

[ OpenReview]

Oral

Tue Jul 07 10:15 AM -- 10:30 AM (KST) @ ASEM BALLROOM 201-203 None

Mixtures Closest To A Given Measure: A Semidefinite Programming Approach

In Oral 1G Optimization & Games

Srećko Ðurašinović ⋅ Jean B Lasserre ⋅ Victor Magron

[ OpenReview]

Oral

Tue Jul 07 10:15 AM -- 10:30 AM (KST) @ AUDITORIUM None

CLEAR: Context-Aware Learning with End-to-End Mask-Free Inference for Adaptive Subtitle Removal

In Oral 1F Vision-Language Models & Video

Qingdong He ⋅ Chaoyi Wang ⋅ Peng TANG ⋅ Yifan Yang ⋅ Xiaobin Hu

[ OpenReview]

Oral

Tue Jul 07 10:15 AM -- 10:30 AM (KST) @ GRAND BALLROOM 101-105 None

A Systematic Study of Behavioral Cloning for Scientific Data Annotation

In Oral 1E Understanding: Interpretability & Cognition

Ishaan Singh Chandok ⋅ Core Francisco Park

[ OpenReview]

Oral

Tue Jul 07 10:15 AM -- 10:30 AM (KST) @ HALL B2 None

daVinci-Dev: Agent-native Mid-training for Software Engineering

In Oral 1B Agentic Systems

Ji Zeng ⋅ Dayuan Fu ⋅ Tiantian Mi ⋅ Zhuang Yumin ⋅ Yaxing Huang ⋅ Xuefeng Li ⋅ Lyumanshan Ye ⋅ Muhang Xie ⋅ Qishuo Hua ⋅ Zhen Huang ⋅ Mohan Jiang ⋅ Hanning Wang ⋅ Shijie Xia ⋅ Yang Xiao ⋅ Jie Sun ⋅ Yunze Wu ⋅ Pengfei Liu

[ OpenReview]

Oral

Tue Jul 07 10:15 AM -- 10:30 AM (KST) @ HALL D1 None

LASER: Learning Active Sensing for Continuum Field Reconstruction

In Oral 1D DL: Representations & Distributions

Huayu Deng ⋅ Jinghui Zhong ⋅ Xiangming Zhu ⋅ Yunbo Wang ⋅ Xiaokang Yang

[ OpenReview]

Oral

Tue Jul 07 10:30 AM -- 10:45 AM (KST) @ GRAND BALLROOM 101-105 None

AI Engram: In Search of Memory Traces in Artificial Intelligence

In Oral 1E Understanding: Interpretability & Cognition

Jea Kwon ⋅ Dong-Kyum Kim ⋅ Jiwon Kim ⋅ Yonghyun Kim ⋅ Woong Kook ⋅ MEEYOUNG CHA

[ OpenReview]

Oral

Tue Jul 07 10:30 AM -- 10:45 AM (KST) @ HALL D1 None

Multimodal Nested Learning for Decoupled and Coordinated Optimization

In Oral 1D DL: Representations & Distributions

Yanglin Feng ⋅ Yang Qin ⋅ Dezhong Peng ⋅ Rui Wang ⋅ Xiaomin Song ⋅ Peng Hu

[ OpenReview]

Oral

Tue Jul 07 10:30 AM -- 10:45 AM (KST) @ HALL B2 None

Strategic Navigation or Stochastic Search? How Agents and Humans Reason Over Document Collections

In Oral 1B Agentic Systems

Lukasz Borchmann ⋅ Jordy Van Landeghem ⋅ Michał Turski ⋅ Shreyansh Padarha ⋅ Ryan Kearns ⋅ Adam Mahdi ⋅ Niels Rogge ⋅ Clémentine Fourrier ⋅ Siwei Han ⋅ Huaxiu Yao ⋅ Artemis Llabrés ⋅ Yiming Xu ⋅ Dimosthenis Karatzas ⋅ Hao Zhang ⋅ Anupam Datta

[ OpenReview]

Oral

Tue Jul 07 10:30 AM -- 10:45 AM (KST) @ ASEM BALLROOM 201-203 None

On the Convergence Rate of LoRA Gradient Descent

In Oral 1G Optimization & Games

Siqiao Mu ⋅ Diego Klabjan

[ OpenReview]

Oral

Tue Jul 07 10:30 AM -- 10:45 AM (KST) @ HALL D2 None

Protein Autoregressive Modeling via Multiscale Structure Generation

In Oral 1C AI for Science: Proteins and Genomic Sequences

Yanru Qu ⋅ Cheng-Yen Hsieh ⋅ Zaixiang Zheng ⋅ Ge Liu ⋅ Quanquan Gu

[ OpenReview]

Oral

Tue Jul 07 10:30 AM -- 10:45 AM (KST) @ AUDITORIUM None

Motion Attribution for Video Generation

In Oral 1F Vision-Language Models & Video

Xindi Wu ⋅ Despoina Paschalidou ⋅ Jun Gao ⋅ Antonio Torralba ⋅ Laura Leal-Taixé ⋅ Olga Russakovsky ⋅ Sanja Fidler ⋅ Jonathan Lorraine

[ OpenReview]

Oral

Tue Jul 07 10:30 AM -- 10:45 AM (KST) @ HALL C None

Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs

In Oral 1A LLM Adaptation and Dataset Selection

Zhongzhi Li ⋅ Xuansheng Wu ⋅ Yijiang Li ⋅ Lijie Hu ⋅ Ninghao Liu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

EvoC2F: Compiling Tool Orchestration for Efficient and Evolvable LLM Agents

In Poster Session 1

Lei Wei ⋅ Qi Liu ⋅ Ruiyang Huang ⋅ Xiao Peng ⋅ TT ⋅ Lanbo Lin ⋅ Chenhao Jiang ⋅ Yuanwu Xu ⋅ Tianyuan Yang ⋅ Jiayao Liu ⋅ Li Cai ⋅ Yuying Li ⋅ Bin Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories?

In Poster Session 1

Xinyi He ⋅ Qian Liu ⋅ Mingzhe Du ⋅ Lin Yan ⋅ ZhiJie Fan ⋅ Yiming Huang ⋅ Yin Zheng ⋅ Zejian Yuan ⋅ Zejun MA

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Enhancing Neural Theorem Proving via High-Quality Proof Selection and Verifier Feedback

In Poster Session 1

Xiaoxue Zhu ⋅ Jilin Hu ⋅ Fuyuan Zhang ⋅ Jianyu Zhang ⋅ Yongwang Zhao

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

SpreadsheetArena: Decomposing Preference in LLM Generation of Spreadsheet Workbooks

In Poster Session 1

Srivatsa Kundurthy ⋅ Clara Na ⋅ Michael Handley ⋅ Zach Kirshner ⋅ Chen Bo Calvin Zhang ⋅ Manasi Sharma ⋅ Emma Strubell ⋅ John Ling

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

JAEGER: Joint 3D Audio-Visual Grounding and Reasoning in Simulated Physical Environments

In Poster Session 1

Zhan Liu ⋅ Changli Tang ⋅ Yuxin WANG ⋅ Zhiyuan Zhu ⋅ Youjun Chen ⋅ Yiwen Shao ⋅ TIANZI WANG ⋅ Lei Ke ⋅ Zengrui Jin ⋅ Chao Zhang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning Dynamics of Zeroth-Order Optimization: A Kernel Perspective

In Poster Session 1

Zhe Li ⋅ Bicheng Ying ⋅ Zidong Liu ⋅ Haibo Yang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Towards Solving the Gilbert-Pollak Conjecture via Large Language Models

In Poster Session 1

Yisi Ke ⋅ Tianyu Huang ⋅ Yankai Shu ⋅ Di He ⋅ Jingchu Gai ⋅ Liwei Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SpaceVista: All-Scale Visual Spatial Reasoning from mm to km

In Poster Session 1

Peiwen Sun ⋅ Shiqiang Lang ⋅ Dongming Wu ⋅ Ding Yi ⋅ Kaituo Feng ⋅ Huadai Liu ⋅ Zhen Ye ⋅ Rui Liu ⋅ Yun-Hui Liu ⋅ Jianan Wang ⋅ Xiangyu Yue

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Beyond Theorem Proving: Formulation, Framework and Benchmark for Formal Problem-Solving

In Poster Session 1

Qi Liu ⋅ Xinhao Zheng ⋅ Renqiu Xia ⋅ Xingzhi Qi ⋅ Qinxiang Cao ⋅ Junchi Yan

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

MALICE: Memory-aware Loop Invariants Generation on Symbolic Execution Traces

In Poster Session 1

Tong Chen ⋅ Siyu Liu ⋅ Hongyi Zhong ⋅ liao zhang ⋅ Lixiang Wang ⋅ Xiwei Wu ⋅ Junchi Yan ⋅ Qinxiang Cao

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL?

In Poster Session 1

Jing Ye ⋅ Yiwen Duan ⋅ Yonghong Yu ⋅ Victor Ma ⋅ Yang Gao ⋅ Xing Chen

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning GUI Grounding with Spatial Reasoning from Visual Feedback

In Poster Session 1

Yu Zhao ⋅ Wei-Ning Chen ⋅ Huseyin Inan ⋅ Samuel Kessler ⋅ Lu Wang ⋅ Lukas Wutschitz ⋅ Fangkai Yang ⋅ Chaoyun Zhang ⋅ Pasquale Minervini ⋅ Saravanakumar Rajmohan ⋅ Robert A Sim

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Towards Professional-Grade Financial Agents: Benchmarking, Tooling, and Structured Reasoning

In Poster Session 1

Cheng Huang ⋅ Jinghua Piao ⋅ Wang Ranran ⋅ Yong Li

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: It is Time to Virtualize Foundation Models with a Self-evolving Operating System Layer

In Poster Session 1

Suparna Bhattacharya ⋅ Tarun Kumar ⋅ Cong Xu ⋅ Satish Mopur ⋅ Jiahao Li ⋅ Ashish Mishra ⋅ Aalap Tripathy ⋅ ANNMARY KOOMTHANAM ⋅ Martin Foltin ⋅ Ian Foster

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Reasoning-Driven Synthetic Data Generation and Evaluation

In Poster Session 1

Tim Davidson ⋅ Benoit Seguin ⋅ Enrico Bacis ⋅ Cesar Ilharco ⋅ Hamza Harkous

[ URL] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

StepCodeReasoner: Aligning Code Reasoning with Stepwise Execution Traces via Reinforcement Learning

In Poster Session 1

Hao Wang ⋅ Lei Sha ⋅ Jie Zhang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Closing the Loop: Universal Repository Representation with RPG-Encoder

In Poster Session 1

Jane Luo ⋅ Chengyu Yin ⋅ Xin Zhang ⋅ Qingtao Li ⋅ Steven Liu ⋅ Yiming Huang ⋅ Jie Wu ⋅ Hao Liu ⋅ Yangyu Huang ⋅ Yu Kang ⋅ Fangkai Yang ⋅ Ying Xin ⋅ Scarlett Li

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SWE-fficiency: Can Language Models Optimize Real-World Repositories on Real Workloads?

In Poster Session 1

Jeffrey Ma ⋅ Milad Hashemi ⋅ Amir Yazdanbakhsh ⋅ Kevin Swersky ⋅ Ofir Press ⋅ Enhui Li ⋅ Vijay Janapa Reddi ⋅ Parthasarathy Ranganathan

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

From Guessing to Placeholding: A Cost-Theoretic Framework for Uncertainty-Aware Code Completion

In Poster Session 1

Liang Zhu ⋅ Haolin Chen ⋅ Lidong Zhao ⋅ Xian Wu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

TestExplora: Benchmarking LLMs for Proactive Bug Discovery via Repository-Level Test Generation

In Poster Session 1

Steven Liu ⋅ Jane Luo ⋅ Xin Zhang ⋅ Aofan Liu ⋅ Hao Liu ⋅ Jie Wu ⋅ Ziyang Huang ⋅ Yangyu Huang ⋅ Yu Kang ⋅ Scarlett Li

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

AutoWebWorld: Synthesizing Infinite Verifiable Web Environments via Finite State Machines

In Poster Session 1

Yifan WU ⋅ Yiran Peng ⋅ Yiyu Chen ⋅ Jianhao Ruan ⋅ Zijie Zhuang ⋅ Cheng Yang ⋅ Jiayi Zhang ⋅ Man CHEN ⋅ Yenchi Tseng ⋅ Zhaoyang Yu ⋅ Liang Chen ⋅ Yuyao Zhai ⋅ Bang Liu ⋅ Wu ⋅ Yuyu Luo

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

XDomainBench: Diagnosing Reasoning Collapse in High-Dimensional Scientific Knowledge Composition

In Poster Session 1

Zhiren Gong ⋅ Tiantong Wu ⋅ Jiaming Zhang ⋅ Fuyao Zhang ⋅ CHE WANG ⋅ Yurong Hao ⋅ Yikun Hou ⋅ Foo Ping ⋅ Yilei Zhao ⋅ Fei Huang ⋅ Chau Yuen ⋅ Wei Yang Bryan Lim

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

QuArch: A Benchmark for Evaluating LLM Reasoning in Computer Architecture

In Poster Session 1

Shvetank Prakash ⋅ Andrew Cheng ⋅ Arya Tschand ⋅ Mark Mazumder ⋅ Varun Gohil ⋅ Jeffrey Ma ⋅ Jason Yik ⋅ Zishen Wan ⋅ Jessica A. Quaye ⋅ Elisavet Alvanaki ⋅ Avinash Kumar ⋅ Chandrashis Mazumdar ⋅ Tuhin Khare ⋅ Alexander Ingare ⋅ Ikechukwu Uchendu ⋅ Radhika Ghosal ⋅ Abhishek Tyagi ⋅ Chenyu Wang ⋅ Andrea Mattia Garavagno ⋅ Sarah Gu ⋅ Alice Guo ⋅ Grace Hur ⋅ Luca Carloni ⋅ Tushar Krishna ⋅ Ankita Nayak ⋅ Amir Yazdanbakhsh ⋅ Vijay Janapa Reddi

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Evaluating AI Grading on Real-World Handwritten College Mathematics: A Large-Scale Study Toward a Benchmark

In Poster Session 1

Zhiqi Yu ⋅ Xingping Liu ⋅ Haobin Mao ⋅ Mingshuo Liu ⋅ Long Chen ⋅ Jack Xin ⋅ Yifeng Yu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: Interestingness is an Inductive Heuristic for Future Compression Progress

In Poster Session 1

Vincent Herrmann ⋅ Jürgen Schmidhuber

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Fix the Mind, Not the Move: Interpretable AI Assistance via Knowledge-Gap Localization

In Poster Session 1

Ayano Hiranaka ⋅ Ya-Chuan Hsu ⋅ Stefanos Nikolaidis ⋅ Erdem Biyik ⋅ Daniel Seita

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

LithoDreamer: A Physics-Informed World Model for Multi-Stage Computational Lithography

In Poster Session 1

Yuqi Jiang ⋅ Yumeng Liu ⋅ Zimu Li ⋅ Jinyuan Deng ⋅ Qian Jin ⋅ Yucheng Cui ⋅ YU LI ⋅ Xunzhao Yin ⋅ Qi Sun ⋅ Cheng Zhuo

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

EMFormer: Efficient Multi-Scale Transformer for Accumulative Context Weather Forecasting

In Poster Session 1

hao chen ⋅ Tao Han ⋅ Jie ZHANG ⋅ Song Guo ⋅ Fenghua Ling ⋅ LEI BAI

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: The Inevitable Transition to Machine Learning in Quantum Chemistry

In Poster Session 1

Karen Sargsyan ⋅ Chao-Ping Hsu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Coupled Cluster con MoLe: Molecular Orbital Learning for Neural Wavefunctions

In Poster Session 1

Luca Anthony Thiede ⋅ Abdulrahman Aldossary ⋅ Andreas Burger ⋅ Jorge Campos-Gonzalez-Angulo ⋅ Alex Zook ⋅ Melisa Alkan ⋅ KOHEI NAKAJI ⋅ Jérôme F. Gonthier ⋅ Taylor Patti ⋅ Mohammad Vakili ⋅ Alan Aspuru-Guzik

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Cross-Chirality Generalization by Axial Vectors for Hetero-Chiral Protein-Peptide Interaction Design

In Poster Session 1

Ziyi Yang ⋅ Zitong Tian ⋅ Yinjun Jia ⋅ Tianyi Zhang ⋅ Jiqing Zheng ⋅ Hao Wang ⋅ Yubu Su ⋅ Juncai He ⋅ Lei Liu ⋅ Yanyan Lan

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Inference-time optimization for experiment-grounded protein ensemble generation

In Poster Session 1

Sai Advaith Maddipatla ⋅ Anar Rzayev ⋅ Marco Pegoraro ⋅ Ailie Marx ⋅ Martin Pacesa ⋅ Paul Schanda ⋅ Sanketh Vedula ⋅ Alexander Bronstein

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Neural Minimum Weight Perfect Matching for Quantum Error Codes

In Poster Session 1

Yotam Peled ⋅ David Zenati ⋅ Eliya Nachmani

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

CoarseBind: Fast and Accurate Binding Affinity Prediction through Coarse Structural Representations

In Poster Session 1

Matteo Rossi ⋅ Ryan Pederson ⋅ Miles Wang-Henderson ⋅ Benjamin Kaufman ⋅ Edward Williams ⋅ Carl Underkoffler ⋅ Owen Howell ⋅ Adrian Layer ⋅ Stephan Thaler ⋅ Narbe Mardirossian ⋅ John Parkhill

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

WF-Bench: A Benchmark for Neural-Network WaveFunction Expressivity and Scaling Laws

In Poster Session 1

Lixing Zhang ⋅ Guijing Duan ⋅ Di Luo

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Efficient Prediction of SO(3)-Equivariant Hamiltonian Matrices via SO(2) Local Frames

In Poster Session 1

Haiyang Yu ⋅ Yuchao Lin ⋅ Xuan Zhang ⋅ Xiaofeng Qian ⋅ Shuiwang Ji

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

MUSA-PINN: Multi-scale Weak-form Physics-Informed Neural Networks for Fluid Flow in Complex Geometries

In Poster Session 1

Weizheng Zhang ⋅ Xunjie Xie ⋅ Hao Pan ⋅ Xiaowei Duan ⋅ Bingteng Sun ⋅ Qiang Du ⋅ Lin Lu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

From Basis to Basis: Gaussian Particle Representation for Interpretable PDE Operators

In Poster Session 1

Zhihao LI ⋅ Yu Feng ⋅ Zhilu Lai ⋅ Wei Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators

In Poster Session 1

Panagiotis Antoniadis ⋅ Beatrice Pavesi ⋅ Ole Winther ⋅ Simon Olsson

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

ReCoG: Relational and Compact Context Graph Learning for Few-shot Molecular Property Prediction

In Poster Session 1

Zeyu Wang ⋅ Xin Zheng ⋅ Yao Lu ⋅ Shanqing Yu ⋅ Qi Xuan ⋅ Shirui Pan

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Neural Quantum States in Mixed Precision

In Poster Session 1

Massimo Solinas ⋅ Agnes Valenti ⋅ Nawaf Bou-Rabee ⋅ Roeland Wiersema

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

JanusPipe: Efficient Pipeline Parallel Training for Machine Learning Interatomic Potentials

In Poster Session 1

Hongyu Wang ⋅ Weijian Liu ⋅ Mingzhen Li ⋅ Hongtao Xu ⋅ Yan Wang ⋅ Weile Jia ⋅ Guangming Tan

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

PFT: Phonon Fine-tuning for Machine Learned Interatomic Potentials

In Poster Session 1

Teddy Koker ⋅ Abhijeet Gangan ⋅ Mit Kotak ⋅ Jaime Marian ⋅ Tess Smidt

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

LeakGFN: Robust Molecular Generation in Generative Flow Networks via Flow Decomposition

In Poster Session 1

Hwanhee Kim ⋅ Seungyeon Choi ⋅ Sanghyun Park

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Plug-and-Play Benchmarking of Reinforcement Learning Algorithms for Large-Scale Flow Control

In Poster Session 1

Jannis Becktepe ⋅ Aleksandra Franz ⋅ Nils Thuerey ⋅ Sebastian Peitz

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Demystifying Multimodal Biomolecular Co-design With Intrinsic Geodesic Coupling

In Poster Session 1

Keyue Qiu ⋅ Xintong Wang ⋅ Zhilong Zhang ⋅ Hao Zhou ⋅ Wei-Ying Ma

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

TriForces: Augmenting Atomistic GNNs for Transferable Representations

In Poster Session 1

Ali Ramlaoui ⋅ Alexandre Duval ⋅ Hannah Bull ⋅ Victor Schmidt ⋅ Hugues Talbot ⋅ Fragkiskos Malliaros ⋅ Joseph Musielewicz

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

TINNs: Time-Induced Neural Networks for Solving Time-Dependent PDEs

In Poster Session 1

Chen-Yang Dai ⋅ Che-Chia Chang ⋅ Te-Sheng Lin ⋅ Ming-Chih Lai ⋅ Chieh-Hsin Lai

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning Situated Awareness in the Real World

In Poster Session 1

Chuhan Li ⋅ Rilyn Han ⋅ Joy Hsu ⋅ Yongyuan Liang ⋅ Rajiv Dhawan ⋅ Jiajun Wu ⋅ Ming-Hsuan Yang ⋅ Xin Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Coloring the Noise: Adversarial Sobolev Alignment for Faithful Image Super Resolution

In Poster Session 1

Hongbo Wang ⋅ Huaibo Huang ⋅ Pin Wang ⋅ Jinhua Hao ⋅ Chao Zhou ⋅ Ran He

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

From Correspondence to Actions: Human-Like Multi-Image Spatial Reasoning in Multi-modal Large Language Models

In Poster Session 1

Masanari Oi ⋅ Koki Maeda ⋅ Ryuto Koike ⋅ Daisuke Oba ⋅ Nakamasa Inoue ⋅ Naoaki Okazaki

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

IVQA-LD: Inclusive Multimodal Understanding for Population with Limb-Deficiency

In Poster Session 1

Yan Ke ⋅ Xin Shen ⋅ Jiaying Ying ⋅ Xin Li ⋅ Xin Yu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Hermes: An Evidence-Driven Agentic Framework for Trustworthy and Explainable AI-Generated Video Detection

In Poster Session 1

Shuaibo Li ⋅ Pengfei HAO ⋅ Hongtao Wu ⋅ Jianfeng Dong ⋅ Ping Li ⋅ Xiaohong Liu ⋅ Lei Zhu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

VideoVeritas: AI-Generated Video Detection via Perception Pretext Reinforcement Learning

In Poster Session 1

Hao Tan ⋅ jun lan ⋅ Senyuan Shi ⋅ Zichang Tan ⋅ Zijian Yu ⋅ Huijia Zhu ⋅ Weiqiang Wang ⋅ Jun Wan ⋅ Zhen Lei

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Less is More: Neuroscience-Motivated Probing for Efficient Concept Circuits Tracing

In Poster Session 1

Tang Li ⋅ Yanlin Chen ⋅ Mengmeng Ma ⋅ Xi Peng

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Solving Spatial-Spectral Fusion with Latent Spectral Operators

In Poster Session 1

Wei Li ⋅ jieyuan pei ⋅ Junnan Xu ⋅ Xuanfeng Ding ⋅ Junwei Zhu ⋅ wanjun chen ⋅ Jianwei Zheng

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

VisionPulse: Dynamic Visual Sparsity for Efficient Multimodal Reasoning

In Poster Session 1

Hengbo Xu ⋅ Shengjie Jin ⋅ Yanbiao Ma ⋅ Zhiwu Lu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

STORM: Segment, Track, and Object Re-Localization from a Single Image

In Poster Session 1

Yu Deng ⋅ Teng Cao ⋅ Hikaru Shindo ⋅ Quentin Delfosse ⋅ Jiahong Xue ⋅ Kristian Kersting

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models

In Poster Session 1

Zefeng He ⋅ Xiaoye Qu ⋅ Yafu Li ⋅ Tong Zhu ⋅ Qipeng Guo ⋅ Muxin Fu ⋅ Siyuan Huang ⋅ Yu Cheng

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Real-Time Visual Attribution Streaming in Thinking Model

In Poster Session 1

Seil Kang ⋅ Woojung Han ⋅ Junhyeok Kim ⋅ Jinyeong Kim ⋅ Youngeun Kim ⋅ Seong Jae Hwang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

FOCUS: Forcing In-Context Object Localization through Visual Support Constraints and Policy Optimization

In Poster Session 1

Mohammed Asad Karim ⋅ Vinay Kumar Verma

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Divide and Conquer: Reliable Multi-View Evidential Learning for Deepfake Detection

In Poster Session 1

Xiaolu Kang ⋅ Zhongyuan Wang ⋅ Baojin Huang ⋅ Jikang Cheng ⋅ Zhanhe Lei ⋅ Gang Wu ⋅ Qin Zou ⋅ Qian Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Foresee-to-Ground: From Predictive Temporal Perception to Evidence-Driven Reasoning for Video Temporal Grounding

In Poster Session 1

Zelin Zheng ⋅ Xinyan Liu ⋅ Ruixin Li ⋅ Antoni B. Chan ⋅ Guorong Li ⋅ Qingming Huang ⋅ Laiyun Qing

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Spectral-Progressive Thought Flow for Lightweight Multimodal Reasoning

In Poster Session 1

Yixian Shen ⋅ Zhiheng Yang ⋅ Qi Bi ⋅ Changshuo Wang ⋅ JIA-HONG HUANG ⋅ Shuai Wang ⋅ Prayag Tiwari ⋅ George Floros ⋅ Anuj Pathania

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Referring Multiple Regions with Large Multimodal Models via Contextual Latent Steering

In Poster Session 1

Yun Xing ⋅ Hanyuan Liu ⋅ Jiahao Nie ⋅ Shijian Lu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

AURA: Visually Interpretable Affective Understanding via Robust Archetypes

In Poster Session 1

Guanyu Hu ⋅ Dimitrios Kollias ⋅ Xinyu Yang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

InfoGeo: Information-Theoretic Object-Centric Learning for Cross-View Generalizable UAV Geo-Localization

In Poster Session 1

Hongyang ZHANG ⋅ Maonan Wang ⋅ Ziyao Wang ⋅ Hongrui Yin ⋅ Simon Pun

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Artemis: Structured Visual Reasoning for Perception Policy Learning

In Poster Session 1

Wei Tang ⋅ Yanpeng Sun ⋅ Shan Zhang ⋅ Weihao Bo ⋅ Xiaofan Li ⋅ Piotr Koniusz ⋅ Wei Li ⋅ Na Zhao ⋅ Zechao Li

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Don't Forget Why You Started: Tackling Dual Forgetting in Vision-Language Continual Learning

In Poster Session 1

Borui Kang ⋅ Jinrui Gu ⋅ Tao Feng ⋅ Qi Fan ⋅ Yinghuan Shi ⋅ Lei Wang ⋅ Wenbin Li ⋅ Yang Gao

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

PhaseAlign: Complex Phase Alignment for Stable Open-Vocabulary Semantic Segmentation

In Poster Session 1

Jiankang Wang ⋅ Dingding Jia ⋅ Zhoushuopeng ⋅ Xuan Wang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Attend to Anything: Foundation Model for Unified Human Attention Modeling

In Poster Session 1

Wenzhuo Zhao ⋅ Ronghao Xian ⋅ Keren Fu ⋅ Qijun Zhao

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

RSAgent: Learning to Reason and Act via Multi-Turn Tool Invocations for Text-Guided Segmentation

In Poster Session 1

Xingqi He ⋅ Yujie Zhang ⋅ Shuyong Gao ⋅ Wenjie Li ⋅ Lingyi Hong ⋅ Mingxi Chen ⋅ Kaixun Jiang ⋅ Jiyuan Fu ⋅ Wenqiang Zhang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

SLIP-RS: Structured-Attribute Language-Image Pre-Training for Remote Sensing Object Detection

In Poster Session 1

Chenxu Wang ⋅ Yuxuan Li ⋅ Yunheng Li ⋅ Xiang Li ⋅ Jingyuan Xia ⋅ Qibin Hou

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

From Perception to Planning: Evolving Ego-Centric Task-Oriented Spatiotemporal Reasoning via Curriculum Learning

In Poster Session 1

Xiaoda Yang ⋅ Yuxiang Liu ⋅ Shenzhou Gao ⋅ Can Wang ⋅ Jingyang Xue ⋅ Lixin Yang ⋅ Yao Mu ⋅ Tao Jin ⋅ Shuicheng YAN ⋅ Zhimeng Zhang ⋅ Zhou Zhao

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Don't Overthink with Pixels: Efficient Reasoning for Segmentation

In Poster Session 1

Song Wang ⋅ Gongfan Fang ⋅ Lingdong Kong ⋅ Xiangtai Li ⋅ Jianyun Xu ⋅ Sheng Yang ⋅ Qiang Li ⋅ Jianke Zhu ⋅ Xinchao Wang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

VideoLoom: A Video Large Language Model for Joint Spatial-Temporal Understanding

In Poster Session 1

Jiapeng Shi ⋅ junke Wang ⋅ Zuyao You ⋅ Bo He ⋅ Zuxuan Wu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Linguistic Relative Policy Optimization for Video Anomaly Reasoning

In Poster Session 1

Jiaxu Leng ⋅ Jiankang Zheng ⋅ Mengjingcheng Mo ⋅ Zhanjie Wu ⋅ Haosheng Chen ⋅ Ji Gan ⋅ Xinbo Gao

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SCalDA: Semantics-Calibrated and Diffusion-Enhanced Data Augmentation

In Poster Session 1

Shibo Lv ⋅ Jianmin Jiang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

From Blind Spots to Gains: Diagnostic-Driven Iterative Training for Large Multimodal Models

In Poster Session 1

Hongrui Jia ⋅ Chaoya Jiang ⋅ Yongrui Heng ⋅ Shikun Zhang ⋅ Wei Ye

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

WorldCompass: Reinforcement Learning for Long-Horizon World Models

In Poster Session 1

Zehan Wang ⋅ Tengfei Wang ⋅ Haiyu Zhang ⋅ Xuhui Zuo ⋅ Junta Wu ⋅ Haoyuan Wang ⋅ Wenqiang Sun ⋅ Zhenwei Wang ⋅ chenjie cao ⋅ Hengshuang Zhao ⋅ Chunchao Guo ⋅ Zhou Zhao

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

CSD: Content-aware Speculative Decoding for Efficient Image Generation

In Poster Session 1

Mingcheng Wang ⋅ junbo qiao ⋅ Yunchen Li ⋅ Lingfu Jiang ⋅ Wei Li ⋅ Jie Hu ⋅ Jiao Xie ⋅ Zhou Yu ⋅ Xinghao Chen ⋅ Guixu Zhang ⋅ Shaohui Lin

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

TAGRPO: Boosting GRPO on Image-to-Video Generation with Direct Trajectory Alignment

In Poster Session 1

Jin Wang ⋅ Jianxiang Lu ⋅ Xu Guangzheng ⋅ Comi Chen ⋅ Haoyu Yang ⋅ LinqingWang ⋅ Peng Chen ⋅ Mingtao Chen ⋅ Zhichao hu ⋅ Longhuang Wu ⋅ Shuai Shao ⋅ Qinglin Lu ⋅ Ping Luo

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Hierarchical Image Tokenization for Multi-Scale Image Super Resolution

In Poster Session 1

Isma Hadji ⋅ Enrique Sanchez ⋅ Adrian Bulat ⋅ Brais Martinez ⋅ Georgios Tzimiropoulos

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Benchmarking and Enhancing VLM for Compressed Image Understanding

In Poster Session 1

Zifu Zhang ⋅ Tongda Xu ⋅ Siqi Li ⋅ Shengxi Li ⋅ Yue Zhang ⋅ Mai Xu ⋅ Yan Wang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

SCoA: Revisiting Domain Generalized Object Detection with Style-Conditioned Adaptation

In Poster Session 1

Han Jiang ⋅ Wenfei Yang ⋅ Tianzhu Zhang ⋅ Yongdong Zhang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

From 2D Grids to 1D Tokens: Reforming Shared Representations for Multimodal Image Fusion

In Poster Session 1

Yuchen Xian ⋅ Yunqiu Xu ⋅ Yang He ⋅ Yi Yang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

LieWarper: Geometry-Aware Motion Transfer via Lie Algebra

In Poster Session 1

Linsong Shan ⋅ Laurence Yang ⋅ Zecan Yang ⋅ Fukai Guo ⋅ Honglu Zhao ⋅ Yixuan Geng

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Breaking the Synthetic-Real Domain Shortcut for Training-Free Generative Replay-based Class Incremental Learning

In Poster Session 1

Tao Zhang ⋅ Xu Zou ⋅ Qixuan Fan ⋅ Yiyuan Liang ⋅ Yanjie Wang ⋅ Song Yan ⋅ Tian Tian ⋅ Jiahuan Zhou ⋅ Luxin Yan ⋅ Sheng Zhong

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

FrameOracle: Learning What to See and How Much to See in Videos

In Poster Session 1

Chaoyu Li ⋅ Tianzhi Li ⋅ Fei Tao ⋅ ZHENYU ZHAO ⋅ Ziqian Wu ⋅ Maozheng Zhao ⋅ Juntong Song ⋅ Cheng Niu ⋅ Pooyan Fazli

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Context Forcing: Consistent Autoregressive Video Generation with Long Context

In Poster Session 1

Shuo Chen ⋅ Cong Wei ⋅ Sun Sun ⋅ Tiancheng SHEN ⋅ Ping Nie ⋅ Kai Zou ⋅ Ge Zhang ⋅ Ming-Hsuan Yang ⋅ Wenhu Chen

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Video-in-the-Loop: Span-Grounded Long Video QA with Interleaved Reasoning

In Poster Session 1

Chendong Wang ⋅ Donglin Bai ⋅ Yifan Yang ⋅ Xiao Jin ⋅ Anlan Zhang ⋅ Rui Wang ⋅ Shiqi Jiang ⋅ Yuqing Yang ⋅ Hao Wu ⋅ Qi Dai ⋅ Chong Luo ⋅ Ting Cao ⋅ Lili Qiu ⋅ Suman Banerjee

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

TurboGS: Accelerating 3D Gaussian Splatting via Error-Guided Sparse Pixel Sampling and Optimization

In Poster Session 1

Zheng Dong ⋅ Daifei Qiu ⋅ Pinxuan Dai ⋅ Ke Xu ⋅ Jiamin Xu ⋅ Lili He ⋅ Rynson Lau ⋅ Weiwei Xu

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

OmniShow: Orchestrating Multimodal Conditions for Human-Object Interaction Video Generation

In Poster Session 1

Donghao Zhou ⋅ Guisheng Liu ⋅ Hao Yang ⋅ Jiatong Li ⋅ Jingyu Lin ⋅ Xiaohu Huang ⋅ Yichen Liu ⋅ Xin Gao ⋅ Cunjian Chen ⋅ Shilei Wen ⋅ Chi Wing Fu ⋅ Pheng Ann Heng

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ScalingAR: Scaling Confidence for Autoregressive Image Generation

In Poster Session 1

Harold Haodong Chen ⋅ Xianfeng Wu ⋅ Wenjie Shu ⋅ Rongjin Guo ⋅ Disen Lan ⋅ Harry Yang ⋅ YINGCONG CHEN

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Resolution as a Direction: Vector-Panning Feature Alignment for Cross-Resolution Re-Identification

In Poster Session 1

Zanwu Liu ⋅ Chao Yuan ⋅ Bo Li ⋅ Xiaowei Zhang ⋅ Guanglin Niu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Joint Geometric and Trajectory Consistency Learning for One-Step Real-World Super-Resolution

In Poster Session 1

Chengyan Deng ⋅ Zhangquan Chen ⋅ Li Yu ⋅ Kai Zhang ⋅ Xue Zhou ⋅ Wang Zhang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Physics in 2-Steps: Locking Motion Priors Before Visual Refinement Erases Them

In Poster Session 1

Woojung Han ⋅ Seil Kang ⋅ Youngjun Jun ⋅ Min-Hung Chen ⋅ Fu-En Yang ⋅ Seong Jae Hwang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

FAIL: Flow Matching Adversarial Imitation Learning for Image Generation

In Poster Session 1

Yeyao Ma ⋅ Chen Li ⋅ Xiaosong Zhang ⋅ Han Hu ⋅ Weidi Xie

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Temporal-aware Flow Matching for Video Generation with Temporally Coherent Motion

In Poster Session 1

Zirui Pan ⋅ Xin Wang ⋅ Yipeng Zhang ⋅ Yuwei Zhou ⋅ Wenwu Zhu

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Advantage Weighted Matching: Aligning RL with Pretraining in Diffusion Models

In Poster Session 1

Shuchen Xue ⋅ Chongjian GE ⋅ Shilong Zhang ⋅ Yichen Li ⋅ Zhi-Ming Ma

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

FlowSeg: Dynamic Semantic Guidance for LLM-Conditioned Segmentation

In Poster Session 1

Zekang Zhang ⋅ Guangyu Gao ⋅ YouyunTang ⋅ WU CHENGJING ⋅ Chi Harold Liu ⋅ Xiaochao Qu ⋅ Luoqi Liu ⋅ Ting Liu ⋅ Jianbo Jiao ⋅ Yunchao Wei

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

RVAS: Referring Video Active Exploration and Segmentation

In Poster Session 1

Hengrui Hu ⋅ Weiwei Gao ⋅ Zipei Zhang ⋅ Henghui Ding

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

PhoStream: Benchmarking Real-World Streaming for Omnimodal Assistants in Mobile Scenarios

In Poster Session 1

Xudong LU ⋅ Guan Huankang ⋅ Yang Bo ⋅ Jinpeng Chen ⋅ Xintong Guo ⋅ Shuhan LI ⋅ Fang Liu ⋅ Peiwen Sun ⋅ Xueying Lee ⋅ Wei Zhang ⋅ Xue Yang ⋅ Rui Liu ⋅ Hongsheng Li

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Video-SVD: Efficient Video Diffusion via Orthogonal Basis Composition

In Poster Session 1

Zhang Wan ⋅ Yu Li ⋅ Tianze Huang ⋅ Haochen Li ⋅ Juan Cao ⋅ Sheng Tang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

PMSPO: Progressive Matching and Semantic-Aware Policy Optimization for Camouflaged Object Detection

In Poster Session 1

Maosheng Su ⋅ Junlei Cao ⋅ Zhiyuan Wang ⋅ Shuo Wang ⋅ Ning Zhang ⋅ Jun Luo

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Unified Multimodal Visual Tracking with Dual Mixture-of-Experts

In Poster Session 1

Lingyi Hong ⋅ Jinglun Li ⋅ Xinyu Zhou ⋅ Kaixun Jiang ⋅ Pinxue Guo ⋅ Zhaoyu Chen ⋅ Runze Li ⋅ Xingdong Sheng ⋅ Wenqiang Zhang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

DSENet: A Novel Dual-Stream Enhancement Network for Multi-Scale Non-Stationary Time Series Forecasting

In Poster Session 1

Yuhan Wang ⋅ Yuanyuan Zou ⋅ Jie Cheng ⋅ Bin Dai ⋅ Jinhong Guo

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

ORBIT: A Prognostic World Model for Ocular Reasoning Based on Imagined Trajectories

In Poster Session 1

Jiangtao Yan ⋅ Huixun Jia ⋅ Yansheng Qiu ⋅ Yanlin Qu ⋅ Shujian Gao ⋅ Wei Yu ⋅ Zheng Wang ⋅ Diping Song ⋅ Xiaodong Sun

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

The Double Dilemma in Multi-Task Radiology Report Generation: A Gradient Dynamics Analysis and Solution

In Poster Session 1

Erjian Zhang ⋅ Yatong Hao ⋅ Liejun Wang ⋅ Zhiqing Guo

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Exploring Accurate and Transparent Domain Adaptation in Predictive Healthcare via Concept-Grounded Orthogonal Inference

In Poster Session 1

Pengfei Hu ⋅ Chang Lu ⋅ Feifan Liu ⋅ Yue Ning

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Federated Distillation for Whole Slide Image via Gaussian-Mixture Feature Alignment and Curriculum Integration

In Poster Session 1

Luru Jing ⋅ Cong Cong ⋅ Yanyuan Chen ⋅ Yongzhi Cao

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

From Conflict to Consensus: Boosting Medical Reasoning via Multi-Round Agentic RAG

In Poster Session 1

Wenhao Wu ⋅ Zhentao Tang ⋅ Yafu Li ⋅ Shixiong Kai ⋅ Mingxuan Yuan ⋅ Zhenhong Sun ⋅ Chunlin Chen ⋅ Zhi Wang

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Learning Treatment Allocations with Risk Control Under Partial Identifiability

In Poster Session 1

Sofia Ek ⋅ Dave Zachariah

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Near-Optimal Dynamic Matching via Coarsening with Application to Heart Transplantation

In Poster Session 1

Itai Zilberstein ⋅ Ioannis Anagnostides ⋅ Zachary Sollie ⋅ Arman Kilic ⋅ Tuomas Sandholm

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Beyond Instance-Level Self-Supervision in 3D Multi-Modal Medical Imaging

In Poster Session 1

Tan Pan ⋅ Shuhao Mei ⋅ Yixuan Sun ⋅ Kaiyu Guo ⋅ Chen Jiang ⋅ Zhaorui Tan ⋅ Mengzhu Li ⋅ LIMEI HAN ⋅ Xiang Zou ⋅ Yuan Cheng ⋅ Mahsa Baktashmotlagh

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

TwinWeaver: An LLM-Based Foundation Model Framework for Pan-Cancer Digital Twins

In Poster Session 1

Nikita Makarov ⋅ Maria Bordukova ⋅ Lena von Voithenberg ⋅ Estrella Pivel-Villanueva ⋅ Sabrina Mielke ⋅ Jonathan Wickes ⋅ Hanchen Wang ⋅ Mingyu Ma ⋅ Keunwoo Choi ⋅ Kyunghyun Cho ⋅ Stephen Ra ⋅ Raul Rodriguez-Esteban ⋅ Fabian Schmich ⋅ Michael Menden

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

BioAgent Bench: An AI Agent Evaluation Suite for Bioinformatics

In Poster Session 1

Dionizije Fa ⋅ Marko Culjak ⋅ Bruno Pandža ⋅ Mateo Cupic

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Beyond Accuracy: Latent Perturbations for Cognitive-Aware Diagnosis

In Poster Session 1

Yuting Yan ⋅ Yinghao Fu ⋅ Wendi Ren ⋅ Haozhou Gao ⋅ Shuang Li

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Position: Genomic Model Research Must Move Beyond Anecdotal Evaluation of Interpretability Methods

In Poster Session 1

Shasha Zhou ⋅ Mingyu Huang ⋅ Ke Li

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Dynamic Decision Learning: Test-Time Evolution for Abnormality Grounding in Rare Diseases

In Poster Session 1

Jun Li ⋅ Mingxuan Liu ⋅ Jiazhen Pan ⋅ che liu ⋅ Wenjia Bai ⋅ Cosmin Bercea ⋅ Julia Schnabel

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Benchmarking the Scientific Mind: Toward Evaluation of Complex-Reasoning Biomedical VQA

In Poster Session 1

Ziyu Zhao ⋅ Yiyang Liu ⋅ Yajiao Wang ⋅ Xiaotao Wang ⋅ Yang Li ⋅ Yuyang Peng ⋅ Jiaheng Zhou ⋅ Jinqiao Wang ⋅ Yingying Chen ⋅ Ge Yang ⋅ Haixin Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Thinking in Scales: Accelerating Gigapixel Pathology Image Analysis via Adaptive Continuous Reasoning

In Poster Session 1

Jiusong Ge ⋅ Yingkang Zhan ⋅ Wenjie Zhao ⋅ Di Zhang ⋅ Ke Wang ⋅ Jiashuai Liu ⋅ Chunze Yang ⋅ Chengzu Li ⋅ Jian Zhang ⋅ Yuxin Dong ⋅ Ni Zhang ⋅ Qidong Liu ⋅ Mireia Crispin-Ortuzar ⋅ Huazhu Fu ⋅ Chen Li ⋅ Zeyu Gao

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

PathwayLLM: Explainable Clinical Trajectory Modeling with Structured Pathways for Sepsis Prediction

In Poster Session 1

Zhengqiu Yu ⋅ Yueping Ding ⋅ Xiangrong Liu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

MedScope: Incentivizing "Think with Videos" for Clinical Reasoning via Coarse-to-Fine Tool Calling

In Poster Session 1

Wenjie Li ⋅ Yujie Zhang ⋅ Haoran Sun ⋅ Xingqi He ⋅ Hongcheng Gao ⋅ Chenglong Ma ⋅ Ming Hu ⋅ Guankun Wang ⋅ Shiyi Yao ⋅ Renhao Yang ⋅ Hongliang Ren ⋅ Lei Wang ⋅ Junjun He ⋅ Yankai Jiang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Process Reward Agents for Steering Knowledge-Intensive Reasoning

In Poster Session 1

Jiwoong Sohn ⋅ Tomasz Sternal ⋅ Kenneth Styppa ⋅ Torsten Hoefler ⋅ Michael Moor

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Ophiuchus: Incentivizing Tool-augmented ''Think with Images'' for Joint Medical Segmentation, Understanding and Reasoning

In Poster Session 1

Yankai Jiang ⋅ Yujie Zhang ⋅ Peng Zhang ⋅ Wenjie Li ⋅ Yichen Li ⋅ Jintai Chen ⋅ Xiaoming Shi ⋅ Shihui Zhen

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

ClinTutor-R1: Advancing Scalable and Robust One-to-Many Alignment in Clinical Socratic Education

In Poster Session 1

Zhitao He ⋅ Haolin Yang ⋅ Zeyu Qin ⋅ Yi Fung

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Salus: Strategic Diagnostic Testing for Complex Diagnosis via Multi-Agent Reinforcement Learning

In Poster Session 1

Shuohao Gao ⋅ Xuanzhong Chen ⋅ Lingxiao Luo ⋅ Zilin Ding ⋅ Rong Han ⋅ Rui Jiang ⋅ Ting Chen

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Evidential Reasoning Advances Interpretable Real-World Disease Screening

In Poster Session 1

Chenyu Lian ⋅ Hong-Yu Zhou ⋅ Jing Qin

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

CLINIC : Evaluating Multilingual Trustworthiness in Language Models for Healthcare

In Poster Session 1

Akash Ghosh ⋅ Srivarshinee Sridhar ⋅ Raghav Ravi ⋅ Muhsin Muhsin ⋅ Sriparna Saha ⋅ Chirag Agarwal

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: Medical AI Neglects Real Treatment Outcomes

In Poster Session 1

Shiva Kaul ⋅ Anjum Khurshid

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

InfiMed-ORBIT: Aligning LLMs on Open-Ended Complex Tasks via Rubric-Based Incremental Training

In Poster Session 1

Pengkai Wang ⋅ Pengwei Liu ⋅ Qi Zuo ⋅ Zhijie Sang ⋅ Congkai Xie ⋅ Hongxia Yang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Optimizing Inference-Time Compute for Medical Reasoning via Uncertainty Quantification

In Poster Session 1

Shaohao Rui ⋅ Kaitao Chen ⋅ Weijie Ma ⋅ Xiaosong Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Structured Multi-modal Graph Disentanglement for Psychiatric Diagnosis

In Poster Session 1

Hongyu Shi ⋅ Kaizhong Zheng ⋅ WS Zhai ⋅ Shuai Jiang ⋅ Liangjun Chen ⋅ Badong Chen

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Regulating Anatomy-Aware Rewards via Trajectory-Integral Feedback for Volumetric Computed Tomography Analysis

In Poster Session 1

Tianwei Lin ⋅ Zhongwei Qiu ⋅ Jie Cao ⋅ Jiang Liu ⋅ Wenjie Yan ⋅ Bo Zhang ⋅ Yu Zhong ⋅ Wenqiao Zhang ⋅ Yingda Xia ⋅ Ling Zhang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

AgentScore: Autoformulation of Deployable Clinical Scoring Systems

In Poster Session 1

Silas Ruhrberg Estevez ⋅ Chris Chiu ⋅ Mihaela van der Schaar

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

FACT: Fuzzy Alignment with Comorbidity Topology for Reliable Multi-Label Medical Image Diagnosis

In Poster Session 1

Yingyu Chen ⋅ Yongqiang Huang ⋅ Yang Qin ⋅ Ziyuan Yang ⋅ Lang Yuan ⋅ Maosong Ran ⋅ Yi Zhang

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Agentic Framework for Epidemiological Modeling

In Poster Session 1

Rituparna Datta ⋅ Zihan Guan ⋅ Baltazar Espinoza ⋅ Yiqi Su ⋅ Priya Pitre ⋅ Srini Venkatramanan ⋅ Naren Ramakrishnan ⋅ Anil Vullikanti

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

PPI Candidate Ranking: Large-Scale Evaluation of a Domain Knowledge–Guided Pipeline

In Poster Session 1

Maria Emilia Russo ⋅ Federico Di Valerio ⋅ Alessia Borghini ⋅ Alessio Ragno ⋅ Roberto Capobianco

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ArenaRL: Scaling RL for Open-Ended Agents via Tournament-based Relative Ranking

In Poster Session 1

Qiang Zhang ⋅ Boli Chen ⋅ Fanrui Zhang ⋅ Ruixue Ding ⋅ Shihang Wang ⋅ Qiuchen Wang ⋅ Yinfeng Huang ⋅ Haonan Zhang ⋅ Rongxiang Zhu ⋅ Xin Li ⋅ Houquan zhou ⋅ Pengjun Xie ⋅ Kaipeng Zhang ⋅ Jingren Zhou ⋅ Jiawei Liu

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Scaling Laws in Model Fine-tuning for Audio DeepFake Detection

In Poster Session 1

Xiang Li ⋅ Pin-Yu Chen ⋅ Wenqi Wei

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Understanding Performance Collapse in Layer-Pruned Large Language Models via Decision Representation Transitions

In Poster Session 1

boyu shi ⋅ Chang Liu ⋅ Chuanbao Gao ⋅ Xu Yang ⋅ Xin Geng

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Does AI Reviewer See the Full Picture? Attacking and Defending Multimodal Peer Review

In Poster Session 1

Xinyu Zhao ⋅ Rana Khan ⋅ Zhen Xu ⋅ Zhen Tan ⋅ Tianlong Chen

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Black-Box Detection of LLM-Generated Text Using Generalized Jensen Shannon Divergence

In Poster Session 1

Shuangyi Chen ⋅ Ashish Khisti

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

MusicDET: Zero-Shot AI-Generated Music Detection

In Poster Session 1

Chaolei Han ⋅ Hongsong Wang ⋅ Jie Gui

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Bridging the Stability-Expressivity Gap: Synthetic Data Scaling and Preference Alignment for Low-Resource Spoken Language Models

In Poster Session 1

Yizhong Geng ⋅ Yanliang Li ⋅ Jinghan Yang ⋅ Tianhan Jiang ⋅ Boxun An ⋅ Ya Li ⋅ Xiaoyu Shen

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Convex Low-resource Accent-Robust Language Detection in Speech Recognition

In Poster Session 1

Miria Feng ⋅ William H. Tan ⋅ Mert Pilanci

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Optimizing Diversity and Quality through Base-Aligned Model Collaboration

In Poster Session 1

Yichen Wang ⋅ Chenghao Yang ⋅ Tenghao Huang ⋅ Muhao Chen ⋅ Jonathan May ⋅ Mina Lee

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning to Route Languages for Multilingual Preference Optimization

In Poster Session 1

Geyang Guo ⋅ Hiromi Wakaki ⋅ Yuki Mitsufuji ⋅ Alan Ritter ⋅ Wei Xu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration

In Poster Session 1

Hongjin SU ⋅ Shizhe Diao ⋅ Ximing Lu ⋅ Mingjie Liu ⋅ Jiacheng Xu ⋅ Xin Dong ⋅ Yonggan Fu ⋅ Peter Belcak ⋅ Hanrong Ye ⋅ Hongxu Yin ⋅ Yi Dong ⋅ Evelina Bakhturina ⋅ Tao Yu ⋅ Yejin Choi ⋅ Jan Kautz ⋅ Pavlo Molchanov

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

EGG: An Expert-Guided Agent Framework for Kernel Generation

In Poster Session 1

Yaochen Han ⋅ Ke Fan ⋅ Hongxu Jiang ⋅ Wanqi Xu ⋅ Weiyu Xie ⋅ Runhua Zhang ⋅ Chenhui Zhu ⋅ Yixiang Zhang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

AdaMEM: Test-Time Adaptive Memory for Language Agents

In Poster Session 1

Yunxiang Zhang ⋅ Yiheng Li ⋅ Ali Payani ⋅ Lu Wang

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ADEPT: RL-Aligned Agentic Decoding of Emotion via Evidence Probing Tools — From Consensus Learning to Ambiguity-Driven Emotion Reasoning

In Poster Session 1

Esther Sun ⋅ Bo-Hao Su ⋅ Abinay Reddy Naini ⋅ Shinji Watanabe ⋅ Carlos Busso

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Large Language Model Agents Are Not Always Faithful Self-Evolvers

In Poster Session 1

Weixiang Zhao ⋅ Yingshuo Wang ⋅ Yichen Zhang ⋅ Yang Deng ⋅ Yanyan Zhao ⋅ Wanxiang Che ⋅ Bing Qin ⋅ Ting Liu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Hybrid-Gym: Training Coding Agents to Generalize Across Tasks

In Poster Session 1

Yiqing Xie ⋅ Emmy Liu ⋅ Gaokai Zhang ⋅ Nachiket Kotalwar ⋅ Shubham Gandhi ⋅ Acharya ⋅ Xingyao Wang ⋅ Carolyn Rose ⋅ Graham Neubig ⋅ Daniel Fried

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

IntentRL: Training Proactive User-intent Agents for Open-ended Deep Research via Reinforcement Learning

In Poster Session 1

Haohao Luo ⋅ Zexi Li ⋅ Yuexiang Xie ⋅ Wenhao Zhang ⋅ Yaliang Li ⋅ Ying Shen

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

EVOLVING ROLLOUTS: Harnessing Historical Experience for Web Agent Evolution in Reinforcement Learning

In Poster Session 1

Sinuo Wang ⋅ WANG PIAOHONG ⋅ Tianrui Qin ⋅ Maojia Song ⋅ Qianben Chen ⋅ Qiexiang Wang ⋅ Gengze Zhou ⋅ Zeyu Zhang ⋅ He Zhu ⋅ Dingfeng Shi ⋅ Yutong Xie ⋅ Liam Liu ⋅ Jiaheng Liu ⋅ Ge Zhang ⋅ Jiawei Ma ⋅ Yuchen Jiang ⋅ Qi Wu ⋅ Wangchunshu Zhou

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Minimizing Mismatch Risk: A Prototype-Based Routing Framework for Zero-shot LLM-generated Text Detection

In Poster Session 1

Ke Sun ⋅ Guangsheng Bao ⋅ Han Cui ⋅ Yue Zhang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

FactGuard: Agentic Video Misinformation Detection via Reinforcement Learning

In Poster Session 1

Zehao Li ⋅ Hongwei Yu ⋅ Hao Jiang ⋅ Qiang Sheng ⋅ Yilong Xu ⋅ Baolong Bi ⋅ Yang Li ⋅ Zhenlong Yuan ⋅ Yujun Cai ⋅ Zhaoqi Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Safe and Scalable Web Agent Learning via Recreated Websites

In Poster Session 1

Hyungjoo Chae ⋅ Jungsoo Park ⋅ Alan Ritter

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

CRPO: Character-centric Group Relative Policy Optimization for Role-aware Reasoning in Role-playing Agents

In Poster Session 1

Yihong Tang ⋅ Kehai Chen ⋅ Liang Yue ⋅ Benyou Wang ⋅ Min zhang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Uncertainty-Aware Clarification in LLM Agents with Information Gain

In Poster Session 1

Mengyi DENG ⋅ Zhiwei Li ⋅ Xin Li ⋅ Tingyu ZHU ⋅ Ying Zhao ⋅ Zhijiang Guo ⋅ Wei Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Improving Neural Topic Modeling with Semantically-Grounded Soft Label Distributions

In Poster Session 1

Raymond Li ⋅ Amirhossein Abaskohi ⋅ Chuyuan Li ⋅ Gabriel Murray ⋅ Giuseppe Carenini

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

From Shortcuts to Reasoning: Robust Post-Training of Theory of Mind with Reinforcement Learning

In Poster Session 1

Jike Zhong ⋅ Yuxiang Lai ⋅ Ming Li ⋅ Yuheng Li ⋅ Wuao Liu ⋅ Behzad Dariush ⋅ Konstantinos Psounis ⋅ Shao-Yuan Lo

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

MindZero: Learning Online Mental Reasoning With Zero Annotations

In Poster Session 1

Shunchi Zhang ⋅ Jin Lu ⋅ Chuanyang Jin ⋅ Yichao Zhou ⋅ Zhining Zhang ⋅ Tianmin Shu

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

A$^2$SG: Adaptive and Asymmetric Surrogate Gradients for Training Deep Spiking Neural Network

In Poster Session 1

Yechan Kang ⋅ Yongjin Kweon ⋅ Mingyeong Seo ⋅ Sohee Park ⋅ Yeonguk jeon ⋅ Jongkil Park ⋅ Hyun Jae Jang ⋅ Jaewook Kim ⋅ Yeonjoo Jeong ⋅ Suyoun Lee ⋅ Seongsik Park

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Efficiently Training Time-to-First-Spike Spiking Neural Networks from Scratch

In Poster Session 1

Kaiwei Che ⋅ Wei Fang ⋅ Zhengyu Ma ⋅ Yifan Huang ⋅ Peng Xue ⋅ Li Yuan ⋅ Yonghong Tian

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Spik4lite: Refactoring Neuromorphic Sparsity for Efficient Spiking Neural Networks on Commodity Edge Devices

In Poster Session 1

Yongzhi She ⋅ Qihua Zhou ⋅ Yuhao Wang ⋅ Yaodong Huang ⋅ Jingcai Guo ⋅ Laizhong Cui

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Training Deep Spiking Neural Networks without Normalization

In Poster Session 1

Xinyu Shi ⋅ Zhaofei Yu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

UniSparse: Combining Weight Pruning and Spike Sparsification in Spiking Neural Networks

In Poster Session 1

Xinyu Shi ⋅ Tong Bu ⋅ Zhaofei Yu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Practical Mechanism for Fault-Tolerant Spiking Neural Networks via Simple Input Control Based on Learnable Fragmentation

In Poster Session 1

Hyun-Jong Lee ⋅ Jae-Han Lim

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

BIT-LLM: Brain Instruction Tuned LLM with persistent Cross-Attention for fMRI-to-Text Decoding

In Poster Session 1

Sunghwan LEE ⋅ jihun kim ⋅ Chaelynn Kim ⋅ Jiyun Park ⋅ Jong-Hwan Lee

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

AdaS: Adaptive Gradient Descent for Spiking Transformers

In Poster Session 1

Zijian Zhou ⋅ Honglin Cao ⋅ Ammar Belatreche ⋅ Wenjie Wei ⋅ Yimeng Shan ⋅ Yu Liang ⋅ Yu Yang ⋅ Shuai Wang ⋅ Yalan Ye ⋅ Malu Zhang ⋅ Yang Yang ⋅ Haizhou Li

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SmoothSpike: Spiking Transformer with Learnable Hadamard Transformation

In Poster Session 1

Zijian Zhou ⋅ Wenjie Wei ⋅ Yu Liang ⋅ Jialin Li ⋅ Ammar Belatreche ⋅ Honglin Cao ⋅ Shuai Wang ⋅ Malu Zhang ⋅ Yang Yang ⋅ Haizhou Li

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ViEEG: Hierarchical Visual Neural Representation for EEG Brain Decoding

In Poster Session 1

Minxu Liu ⋅ Donghai Guan ⋅ Chuhang Zheng ⋅ Chunwei Tian ⋅ Jie Wen ⋅ Qi Zhu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SpikingLM: Towards Fully Spiking Language Model

In Poster Session 1

Yu Liang ⋅ Zijian Zhou ⋅ Wenjie Wei ⋅ Shuai Wang ⋅ Honglin Cao ⋅ Ammar Belatreche ⋅ Yu Yang ⋅ Malu Zhang ⋅ Yang Yang ⋅ Haizhou Li

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Resolving the Timestep Scaling Paradox in Spiking Neural Networks with a Timestep-Scalable Neuron Model

In Poster Session 1

Binghao Ye ⋅ Wenjuan Li ⋅ Dengfeng Xue ⋅ Bing Li ⋅ Weiming Hu ⋅ Dong Liang ⋅ Kun Shang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Temporal Weighted Encoding: Towards Maximal-Capacity Spike Coding for ANN–SNN Conversion

In Poster Session 1

Yiwen Gu ⋅ Junchuan Gu ⋅ Haibin Shen ⋅ Kejie Huang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Bullet Trains: Parallelizing Training of Temporally Precise Spiking Neural Networks

In Poster Session 1

Todd Morrill ⋅ Christian-Gernot Pehle ⋅ Anthony Zador

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Spike-HTR: Spiking Neural Transformer for Handwritten Text Recognition

In Poster Session 1

Xiubo Liang ⋅ Jinxing Han ⋅ Yuke Li ⋅ Haoqi Zhu ⋅ Yu Zhao ⋅ Hongzhi Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

MEG-XL: Data-Efficient Brain-to-Text via Long-Context Pre-Training

In Poster Session 1

Dulhan Jayalath ⋅ ʻŌiwi Parker Jones

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SVL: Empowering Spiking Neural Networks for Efficient 3D Open-World Understanding

In Poster Session 1

Xuerui Qiu ⋅ Shaowei Gu ⋅ Peixi Wu ⋅ JiaKui Hu ⋅ Yaozhi Wen ⋅ Yuqi Pan ⋅ Xinhao Luo ⋅ Bo XU ⋅ Guoqi Li

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ROAMM: A Benchmark Dataset for Multimodal Human Attention Decoding and EEG-to-Text Modeling During Naturalistic Reading

In Poster Session 1

Haorui Sun ⋅ Ardyn Olszko ⋅ Niharika Singh ⋅ David Jangraw

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SMM Transformer: Leveraging Spiking Neural Networks for Multimodal Tasks

In Poster Session 1

Xiubo Liang ⋅ Jinxing Han ⋅ Yuke Li ⋅ Haoqi Zhu ⋅ Yu Zhao ⋅ Hongzhi Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

NAACA: Training-Free NeuroAuditory Attentive Cognitive Architecture with Oscillatory Working Memory for Salience-Driven Attention Gating

In Poster Session 1

Zhongju Yuan ⋅ Geraint Wiggins ⋅ Dick Botteldooren

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

LIF Recurrent Memory Enables Long-Horizon Spiking Computation

In Poster Session 1

Fenghao Liu ⋅ Yipeng Shen ⋅ Peng Chen ⋅ Qian Zheng ⋅ Peng Lin ⋅ Gang Pan

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Rethinking Attention in Spiking Transformers: Overcoming Density Bias with Set Similarity

In Poster Session 1

JinGyo Lim ⋅ Seunggyu Jeong ⋅ Seong-Eun Kim

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

DriveWorld-VLA: Unified Latent-Space World Modeling with Vision–Language–Action for Autonomous Driving

In Poster Session 1

Feiyang Jia ⋅ Lin Liu ⋅ Ziying Song ⋅ Caiyan Jia ⋅ Hangjun Ye ⋅ Xiaoshuai Hao ⋅ Long Chen

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

A Very Big Video Reasoning Suite

In Poster Session 1

Maijunxian Wang ⋅ Ruisi Wang ⋅ Juyi Lin ⋅ Ran Ji ⋅ Thaddäus Wiedemer ⋅ Qingying Gao ⋅ Dezhi Luo ⋅ Yaoyao Qian ⋅ Lianyu Huang ⋅ Zelong Hong ⋅ Jiahui Ge ⋅ Qianli Ma ⋅ Hang He ⋅ Yifan Zhou ⋅ Lingzi Guo ⋅ Lantao Mei ⋅ Jiachen Li ⋅ Hanwen Xing ⋅ Tianqi Zhao ⋅ Fengyuan Yu ⋅ Weihang Xiao ⋅ Yizheng Jiao ⋅ Jianheng Hou ⋅ Danyang Zhang ⋅ Pengcheng Xu ⋅ Boyang ZHONG ⋅ Zehong Zhao ⋅ Gaoyun Fang ⋅ John Kitaoka ⋅ Xu Yile ⋅ Hua XU ⋅ Kenton Blacutt ⋅ Tin Nguyen ⋅ Siyuan Song ⋅ Haoran Sun ⋅ shaoyue wen ⋅ Linyang He ⋅ Runming Wang ⋅ Yanzhi Wang ⋅ Mengyue Yang ⋅ Ziqiao Ma ⋅ Raphaël Millière ⋅ Freda Shi ⋅ Nuno Vasconcelos ⋅ Daniel Khashabi ⋅ Alan Yuille ⋅ Yilun Du ⋅ Ziming Liu ⋅ Dahua Lin ⋅ Ziwei Liu ⋅ Vikash Kumar ⋅ Yijiang Li ⋅ Lei Yang ⋅ Zhongang Cai ⋅ Hokin Deng

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Procedural Generation Of Algorithm Discovery Tasks in Machine Learning

In Poster Session 1

Alexander D. Goldie ⋅ Zilin Wang ⋅ Adrian Hayler ⋅ Deepak Nathani ⋅ Edan Toledo ⋅ Aleksandra Kalisz ⋅ Ken Thampiratwong ⋅ Michael Beukman ⋅ Alistair Letcher ⋅ Shashank Reddy Chirra ⋅ Clarisse Wibault ⋅ Theo Wolf ⋅ Charles O'Neill ⋅ Uljad Berdica ⋅ Nicholas Roberts ⋅ Saeed Rahmani ⋅ Roberta Raileanu ⋅ Shimon Whiteson ⋅ Jakob Foerster

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Set-Coupled Guidance: Set-Level Coordination in Diffusion-Based Dataset Distillation

In Poster Session 1

Ziang Gan ⋅ Qi Zhu ⋅ Libao Zhang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Connecting Independently Trained Modes via Layer-Wise Connectivity

In Poster Session 1

Yongding Tian ⋅ Zaid Al-Ars ⋅ Maksim Kitsak ⋅ H Peter Hofstee

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Deep Single-Index Fréchet Regression

In Poster Session 1

MUQING CUI ⋅ Yidong Zhou ⋅ Su Iao ⋅ Hans-Georg Müller

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Iterative Refinement Neural Operators are Learned Fixed-Point Solvers: A Principled Approach to Spectral Bias Mitigation

In Poster Session 1

Xiaotian Liu ⋅ Shuyuan Shang ⋅ Xiaopeng Wang ⋅ Pu Ren ⋅ Yaoqing Yang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Who Said Neural Networks Aren't Linear?

In Poster Session 1

Nimrod Berman ⋅ Assaf Hallak ⋅ Assaf Shocher

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Energy-Structured Low-Rank Adaptation for Continual Learning

In Poster Session 1

Longhua Li ⋅ Lei Qi ⋅ Qi Tian ⋅ Xin Geng

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Little By Little: Continual Learning via Incremental Mixture of Rank-1 Associative Memory Experts

In Poster Session 1

Haodong Lu ⋅ Chongyang Zhao ⋅ Minhui Xue ⋅ Lina Yao ⋅ Kristen Moore ⋅ Dong Gong

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Dual-stage Contrastive Learning-enhanced Multi-view Variational Clustering

In Poster Session 1

Yanxi Liu ⋅ Fangxi Liu ⋅ Yipin Hu ⋅ Yanwei Yu ⋅ Lei Meng ⋅ Yongyong Chen ⋅ Guoqing Chao

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

LaTtE-Flow: Layerwise Timestep-Expert Flow-based Transformer

In Poster Session 1

Ying Shen ⋅ Zhiyang Xu ⋅ Jiuhai Chen ⋅ Shizhe Diao ⋅ Jiaxin Zhang ⋅ Yuguang Yao ⋅ Joy Rimchala ⋅ Ismini Lourentzou ⋅ Lifu Huang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Kuramoto Oscillatory Phase Encoding: Neuro-inspired Synchronization for Improved Learning Efficiency

In Poster Session 1

Mingqing Xiao ⋅ Yansen Wang ⋅ Dongqi Han ⋅ Caihua Shan ⋅ Dongsheng Li

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Symmetry Reveals the In-Context Classifier: Transformers Implement Mean-Shift Dynamics

In Poster Session 1

Patrick Lutz ⋅ Themistoklis Haris ⋅ Arjun Chandra ⋅ Aditya Gangrade ⋅ Venkatesh Saligrama

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning Multi-Agent Coordination via Sheaf-ADMM

In Poster Session 1

Jeffrey Seely ⋅ Bartłomiej Cupiał ⋅ Llion Jones

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Random Scaling of Emergence Capabilities

In Poster Session 1

Rosie Zhao ⋅ Tian Qin ⋅ David Alvarez-Melis ⋅ Sham Kakade ⋅ Naomi Saphra

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Prototype-Based Test-Time Adaptation of Vision-Language Models

In Poster Session 1

Zhaohong Huang ⋅ Yuxin Zhang ⋅ Wenjing Liu ⋅ Fei Chao ⋅ Rongrong Ji

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

JADE: Bridging the Strategic-Operational Gap in Dynamic Agentic RAG

In Poster Session 1

Yiqun Chen ⋅ Erhan Zhang ⋅ Tianyi Hu ⋅ Shijie Wang ⋅ Zixuan Yang ⋅ Meizhi Zhong ⋅ Xiaochi Wei ⋅ Yan Gao ⋅ YIWU ⋅ Yao Hu ⋅ Jiaxin Mao

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Depth-Progressive Monotonic Learning without Backpropagation

In Poster Session 1

Chenhao Ye ⋅ Rongguang Ye ⋅ Yuchao Zhang ⋅ Ming Tang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Temporal Straightening for Latent Planning

In Poster Session 1

Ying Wang ⋅ Oumayma Bounou ⋅ Gaoyue Zhou ⋅ Randall Balestriero ⋅ Tim G. J. Rudner ⋅ Yann LeCun ⋅ Mengye Ren

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Preserving Plasticity in Continual Learning via Dynamical Isometry

In Poster Session 1

Andries Rosseau ⋅ Robert Müller ⋅ Ann Nowe

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Towards Spectroscopy: Susceptibility Clusters in Language Models

In Poster Session 1

Andrew Gordon ⋅ Daniel Murfet ⋅ William Snell ⋅ Garrett Baker ⋅ George Wang ⋅ Stan van Wingerden

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Seeing to Generalize: How Visual Data Corrects Binding Shortcuts

In Poster Session 1

Nicolas Buzeta ⋅ Felipe del Rio ⋅ Cristian Hinostroza ⋅ Denis Parra ⋅ Hans Lobel ⋅ Rodrigo Toro Icarte

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Towards Unified Multimodal Pretraining

In Poster Session 1

Shengbang Tong ⋅ David Fan ⋅ John Nguyen ⋅ Ellis Brown ⋅ Gaoyue Zhou ⋅ Shengyi Qian ⋅ Boyang Zheng ⋅ Théophane Vallaeys ⋅ Rob Fergus ⋅ Naila Murray ⋅ Marjan Ghazvininejad ⋅ Mike Lewis ⋅ Jakob Verbeek ⋅ Nicolas Ballas ⋅ Amir Bar ⋅ Michael Rabbat ⋅ Yann LeCun ⋅ Luke Zettlemoyer ⋅ Saining Xie ⋅ Koustuv Sinha

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

CAffNet: Hard Constraint-Affine Neural Networks

In Poster Session 1

Yang Zhao ⋅ Jungeun Lee ⋅ Jeong hwan Jeon ⋅ Sze Zheng Yong

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Seeing is Solving: Unlocking Efficient Multimodal RL via View Alignment

In Poster Session 1

Qinsi Wang ⋅ Jing Shi ⋅ Kun Wan ⋅ Handong Zhao ⋅ Hancheng Ye ⋅ Zishan Shao ⋅ Jinghan Ke ⋅ Yudong Liu ⋅ Daniel Miranda ⋅ Purvak Lapsiya ⋅ Yiran Chen ⋅ Wentian Zhao

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Rethinking Calibration for Early-Exit Neural Networks

In Poster Session 1

Piotr Kubaty ⋅ Filip Szatkowski ⋅ Grzegorz Choczyński ⋅ Bartosz Wójcik ⋅ Eric Nalisnick

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SpecPL: Disentangling Spectral Granularity for Prompt Learning

In Poster Session 1

Jingtao Zhou ⋅ Xirui Kang ⋅ feiyang huang ⋅ Lai Man Po

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Data Agent: Learning to Select Data via End-to-End Dynamic Optimization

In Poster Session 1

Suorong Yang ⋅ Fangjian Su ⋅ Hai Gan ⋅ Ziqi Ye ⋅ Jie Li ⋅ Baile Xu ⋅ Furao Shen ⋅ Soujanya Poria

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Spectral Collapse Drives Loss of Plasticity in Deep Continual Learning

In Poster Session 1

Arjun Prakash ⋅ Naicheng He ⋅ Kaicheng Guo ⋅ Saket Tiwari ⋅ Tyrone Serapio ⋅ Ruo Yu Tao ⋅ Amy Greenwald ⋅ George Konidaris

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

TrustworthyQENN: A Quantum Evidential Neural Network Based on Complex-Valued Contrastive Learning for Uncertainty Pattern Classification

In Poster Session 1

Xiaolong Chen ⋅ Fuyuan Xiao ⋅ Xiaohong Zhang ⋅ Zehong Cao ⋅ Chin-teng Lin

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Why Specialist Models Still Matter: A Heterogeneous Multi-Agent Paradigm for Medical Artificial Intelligence

In Poster Session 1

Yanan Wang ⋅ Shuaicong Hu ⋅ Jian Liu ⋅ Guohui Zhou ⋅ Aiguo Wang ⋅ Cuiwei Yang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

The Generalization Spectrum: A Chromatographic Approach to Evaluating Learning Algorithms

In Poster Session 1

Jinghan Zhang ⋅ Zerui Cheng ⋅ Shiqi Chen ⋅ Ge Zhang ⋅ Wenhao Huang ⋅ Jiashuo Liu ⋅ Junxian He ⋅ Tianle Cai

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Large Language Models as Topological Thinkers: A Benchmark on Graph Persistent Homology

In Poster Session 1

Hao Li ⋅ Hao Wan ⋅ Yixue Huang ⋅ Yuzhou Chen ⋅ Yulia Gel ⋅ Hao Jiang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Sparser Block-Sparse Attention via Token Permutation

In Poster Session 1

Xinghao Wang ⋅ Pengyu Wang ⋅ Dong Zhang ⋅ Chenkun Tan ⋅ Shaojun Zhou ⋅ Zhaoxiang Liu ⋅ Shiguo Lian ⋅ Fangxu Liu ⋅ Kai Song ⋅ Xipeng Qiu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Scalable Medical Multimodal Fusion via Symmetric Consistency Modeling

In Poster Session 1

Xiaowen Sun ⋅ Hui Liu ⋅ Gongguan Chen ⋅ Ning Mao

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Preconditioned DeltaNet: Curvature-aware Sequence Modeling for Linear Recurrences

In Poster Session 1

Neehal Tumma ⋅ Noel Loo ⋅ Daniela Rus

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

FiX: Introducing Fine-grained Forget Gate into Softmax Attention

In Poster Session 1

Runzhong Li ⋅ Renjie Liu ⋅ Qing Li ⋅ Bo Tang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

From Pairwise Affinities to Functional Correspondences: Rethinking Attention

In Poster Session 1

Jiefang Xiao ⋅ Maolin Gao ⋅ Simon Weber ⋅ Guandao Yang ⋅ Daniel Cremers

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Chain-of-Thought Gradient Descent

In Poster Session 1

Hong-Yu Chen ⋅ Venkat Ganti ⋅ Jerry Yao-Chieh Hu ⋅ Hude Liu ⋅ Han Liu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Prism: Spectral-Aware Block-Sparse Attention

In Poster Session 1

Xinghao Wang ⋅ Pengyu Wang ⋅ Xiaoran Liu ⋅ Fangxu Liu ⋅ Jason Chu ⋅ Kai Song ⋅ Xipeng Qiu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Decoupling The "What" and "Where" With Polar Coordinate Positional Embedding

In Poster Session 1

Anand Gopalakrishnan ⋅ Róbert Csordás ⋅ Jürgen Schmidhuber ⋅ Michael Mozer

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Stochastic Sparse Attention for Memory-Bound Inference

In Poster Session 1

Kyle Lee ⋅ Corentin Delacour ⋅ Kevin Callahan-Coray ⋅ Kyle Jiang ⋅ Can Yaras ⋅ Samet Oymak ⋅ Tathagata Srimani ⋅ Kerem Camsari

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Induction Heads Interpolate N-Grams

In Poster Session 1

Francesco D'Angelo ⋅ Oğuz Yüksel ⋅ Swathi Narashiman ⋅ Nicolas Flammarion

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Q-Delta: Beyond Key–Value Associative State Evolution

In Poster Session 1

Sumin Park ⋅ Seojin Kim ⋅ Noseong Park

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Semantic Integrity Matters: Benchmarking and Preserving High-Density Reasoning in KV Cache Compression

In Poster Session 1

Xiang Liu ⋅ Zhenheng Tang ⋅ Hong Chen ⋅ Peijie Dong ⋅ Zeyu Li ⋅ Xiuze Zhou ⋅ Bo Li ⋅ Xuming Hu ⋅ Xiaowen Chu

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

RAT+: Train Dense, Infer Sparse - Recurrence Augmented Attention for Dilated Inference

In Poster Session 1

Xiuying Wei ⋅ Caglar Gulcehre

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

AsyncSpade: Efficient Test-Time Scaling with Asynchronous Sparse Decoding

In Poster Session 1

Shuqing Luo ⋅ Yilin Guan ⋅ Pingzhi Li ⋅ Hanrui Wang ⋅ Tianlong Chen

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Universality, Function Composition, and Algorithm Emulation All In-Context

In Poster Session 1

Hong-Yu Chen ⋅ Po-Chiao Lin ⋅ Maojiang Su ⋅ Jerry Yao-Chieh Hu ⋅ Han Liu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Hamiltonian Asymmetric Fusion: One-Way Safe Directed Refinement under Modality Imbalance

In Poster Session 1

Bingbing Chen ⋅ Congcong Liu ⋅ Dong Liang ⋅ Zhuo-Xu Cui

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

MDN: Parallelizing Stepwise Momentum for Delta Linear Attention

In Poster Session 1

Yulong Huang ⋅ Xiang Liu ⋅ Hongxiang Huang ⋅ Xiaopeng LIN ⋅ Zunchang LIU ⋅ Xiaowen Chu ⋅ Zeke Xie ⋅ Bojun Cheng

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

EchoAttention: Exploiting Token-Pair Redundancy and Frame-Block Similarity for Efficient Long Video Generation

In Poster Session 1

Yifei Xia ⋅ Fangcheng Fu ⋅ Hao Yuan ⋅ Suhan Ling ⋅ Xupeng Miao ⋅ Huixia Li ⋅ Yuxi Ren ⋅ Xin Xia ⋅ Xuefeng Xiao ⋅ Bin Cui

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Attention with Routed-Memory for Learnable Sparse Control

In Poster Session 1

QIUHAO Zeng ⋅ Jerry Huang ⋅ Peng Lu ⋅ Ruiyi Fang ⋅ Gezheng Xu ⋅ Zihao Jing ⋅ Yufei Cui ⋅ Charles X. Ling ⋅ Gang Niu ⋅ Boyu Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Rotary Position Encodings for Graphs

In Poster Session 1

Isaac Reid ⋅ Arijit Sehanobish ⋅ Cederik Höfs ⋅ Bruno Mlodozeniec ⋅ Leonhard Vulpius ⋅ Federico Barbero ⋅ Adrian Weller ⋅ Krzysztof Choromanski ⋅ Richard E Turner ⋅ Petar Veličković

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

TileSparse: Arithmetic-Intensity-Aware Sparse Attention for Compute-Bound LLM Decoding

In Poster Session 1

Chao Wang ⋅ Pengfei Zuo ⋅ Zhangyu Chen ⋅ Qihui Zhou ⋅ Tsung-Yi Ho ⋅ Ming-Chang Yang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Prototype Transformer: Towards Language Model Architectures Interpretable by Design

In Poster Session 1

Yordan Yordanov ⋅ Matteo Forasassi ⋅ Bayar Menzat ⋅ Tommaso Salvatori ⋅ Ruizhi Wang ⋅ Markus Kaltenberger ⋅ Amine M'Charrak ⋅ Chang Qi ⋅ Thomas Lukasiewicz

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

PRISM: Sequence Modeling as Parallel Residual Iteration

In Poster Session 1

Jie Jiang ⋅ Ke Cheng ⋅ Xin Xu ⋅ Mengyang Pang ⋅ Tianhao Lu ⋅ Jiaheng Li ⋅ Yue Liu ⋅ Yuan Wang ⋅ Jun Zhang ⋅ Huan Yu ⋅ Zhouchen Lin

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Stem: Rethinking Causal Information Flow in Sparse Attention

In Poster Session 1

Lin Niu ⋅ Xin Luo ⋅ LinchuanXie ⋅ Yifu Sun ⋅ Guanghua Yu ⋅ Jianchen Zhu ⋅ S Kevin Zhou

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Faster Query-Key Learning Sharpens Attention in Self-Attention Models

In Poster Session 1

Rahul Vashisht ⋅ Harish Ramaswamy

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ATLAS: Learning to Optimally Memorize the Context at Test Time

In Poster Session 1

Ali Behrouz ⋅ Zeman Li ⋅ Praneeth Kacham ⋅ Majid Daliri ⋅ Yuan Deng ⋅ Peilin Zhong ⋅ Meisam Razaviyayn ⋅ Vahab Mirrokni

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

A Provable Expressiveness Hierarchy in Hybrid Linear-Full Attention

In Poster Session 1

Xiaowei Ye ⋅ Xiaoyu He ⋅ Chao Liao ⋅ Chen Wu ⋅ Pinyan Lu

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Compressed Sensing for Capability Localization in Large Language Models

In Poster Session 1

Anna Bair ⋅ Yixuan Xu ⋅ Mingjie Sun ⋅ Zico Kolter

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning to Remember, Learn, and Forget in Attention-Based Models

In Poster Session 1

Djohan Bonnet ⋅ Jamie Lohoff ⋅ Jan Finkbeiner ⋅ Elidona Shiqerukaj ⋅ Emre Neftci

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Not All Answers Are Contextually Persuadable: Inference Dynamics in Large Language Models under Contextual Influence

In Poster Session 1

Zongye Hu ⋅ Weiqing Luo ⋅ Yanjie Fu ⋅ Yu Gan ⋅ Haofeng Zhang ⋅ Ziyi Huang

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Faster Than Flash: Exploiting Attention Sparsity for Efficient Long-Context Decoding

In Poster Session 1

Zhigeng Liu ⋅ Zhiyuan Ning ⋅ Ruixiao Li ⋅ Xiaoran Liu ⋅ Yuerong Song ⋅ Min zhang ⋅ Ziwei He ⋅ Xipeng Qiu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Neural Attention Search Linear: Towards Adaptive Token-Level Hybrid Attention Models

In Poster Session 1

Difan Deng ⋅ Andreas B. Winje ⋅ Lukas Fehring ⋅ Marius Lindauer

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Alethia: a Foundational Encoder for Voice Deepfakes

In Poster Session 1

Yi Zhu ⋅ Brahmi Dwivedi ⋅ Jayaram Raghuram ⋅ Surya Koppisetti

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

UI2Code^N: UI-to-Code Generation as Interactive Visual Optimization

In Poster Session 1

ZHEN YANG ⋅ Wenyi Hong ⋅ Mingde Xu ⋅ Xinyue Fan ⋅ Weihan Wang ⋅ Jiale Cheng ⋅ Xiaotao Gu ⋅ Jie Tang

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

GraphPFN: A Prior-Data Fitted Network for Graph Node-Level Tasks

In Poster Session 1

Dmitry Eremeev ⋅ Oleg Platonov ⋅ Gleb Bazhenov ⋅ Artem Babenko ⋅ Liudmila Prokhorenkova

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Regression Language Models for Code

In Poster Session 1

Yash Akhauri ⋅ Xingyou Song ⋅ Arissa Wongpanich ⋅ Bryan Lewandowski ⋅ Mohamed Abdelfattah

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

MiniX: Mitigating Low-Rank Collapse and Attention Bottlenecks in Tabular Foundation Models

In Poster Session 1

Yuanrui Wang ⋅ Xingxuan Zhang ⋅ Han Yu ⋅ Mingchao Hao ⋅ Gang Ren ⋅ hao yuan ⋅ Li Mao ⋅ Yunjia Zhang ⋅ Chun Yuan ⋅ Peng Cui

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

GFMate: Empowering Graph Foundation Models with Pre-training-agnostic Test-time Prompt Tuning

In Poster Session 1

Yan Jiang ⋅ Ruihong Qiu ⋅ Zi Huang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

FlashBlock: Attention Caching for Efficient Long-Context Block Diffusion

In Poster Session 1

Zhuokun Chen ⋅ Jianfei Cai ⋅ Bohan Zhuang

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Curriculum Reinforcement Learning for Black-Box Prompt Tuning via Large Language Models

In Poster Session 1

Shuai Gong ⋅ Chaoran Cui ⋅ Xiaolin Dong ⋅ Chunyun Zhang ⋅ Linwei Fan

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Relational In-Context Learning via Synthetic Pre-training with Structural Prior

In Poster Session 1

Yanbo Wang ⋅ Jiaxuan You ⋅ Chuan Shi ⋅ Muhan Zhang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

TabICooL: A better, faster, scalable, and open tabular foundation model

In Poster Session 1

Jingang QU ⋅ David Holzmüller ⋅ Gael Varoquaux ⋅ Marine Le Morvan

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

h1: Bootstrapping LLMs to Reason over Longer Horizons via Reinforcement Learning

In Poster Session 1

Alesia Ivanova ⋅ Sumeet Motwani ⋅ Jack Cai ⋅ Phil Torr ⋅ Riashat Islam ⋅ Shital Shah ⋅ Christian Schroeder de Witt ⋅ Charles London

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

DTop-p MoE: Sparsity-Controlled Dynamic Top-p MoE for Foundation Model Pre-training

In Poster Session 1

Can Jin ⋅ Hongwu Peng ⋅ Mingcan Xiang ⋅ Qixin Zhang ⋅ Xiangchi Yuan ⋅ Amit Hasan ⋅ Ohi Dibua ⋅ Yifan Gong ⋅ Yan Kang ⋅ Dimitris Metaxas

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

PluRel: Synthetic Data unlocks Scaling Laws for Relational Foundation Models

In Poster Session 1

Vignesh Kothapalli ⋅ Rishabh Ranjan ⋅ Valter Hudovernik ⋅ Vijay Prakash Dwivedi ⋅ Johannes Hoffart ⋅ Carlos Guestrin ⋅ Jure Leskovec

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

ConceptMoE: Adaptive Token-to-Concept Compression for Implicit Compute Allocation

In Poster Session 1

Zihao Huang ⋅ Jundong Zhou ⋅ Xingwei Qu ⋅ Qiyang Min ⋅ Ge Zhang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

From Zero to Hero: Advancing Zero-Shot Foundation Models for Tabular Outlier Detection

In Poster Session 1

Xueying Ding ⋅ Haomin Wen ⋅ Simon Klüttermann ⋅ Leman Akoglu

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SwiftPFN: Revisiting Row-Wise Attention–Only Tabular Foundation Models with Adaptive Early Exit

In Poster Session 1

Si-Yang Liu ⋅ Han-Jia Ye

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

NanoFLUX: Distillation-Driven Compression of Large Text-to-Image Generation Models for Mobile Devices

In Poster Session 1

Ruchika Chavhan ⋅ Malcolm Chadwick ⋅ Alberto Gil Couto Pimentel Ramos ⋅ Luca Morreale ⋅ Mehdi Noroozi ⋅ Abhinav Mehrotra

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Graph is a Substrate Across Data Modalities

In Poster Session 1

Ziming Li ⋅ Xiao-Ming Wu ⋅ Zehong Wang ⋅ Jiazheng Li ⋅ Yijun Tian ⋅ Jinhe Bi ⋅ Yunpu Ma ⋅ Yanfang Ye ⋅ Chuxu Zhang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

When Data Is Scarce: Scaling Sparse Language Models with Repeated Training

In Poster Session 1

Boqian Wu ⋅ Qiao Xiao ⋅ Patrik Okanovic ⋅ Tomasz Sternal ⋅ Maurice Keulen ⋅ Mykola Pechenizkiy ⋅ Elena Mocanu ⋅ Torsten Hoefler ⋅ Decebal Constantin Mocanu

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Synergistic Intra- and Cross-Layer Regularization Losses for MoE Expert Specialization

In Poster Session 1

Rizhen Hu ⋅ Yuan Cao ⋅ Boao Kong ⋅ Mou Sun ⋅ Kun Yuan

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Is One Layer Enough? Understanding Inference Dynamics in Tabular Foundation Models

In Poster Session 1

Amir Rezaei Balef ⋅ Mykhailo Koshil ⋅ Katharina Eggensperger

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Toward Effective Multimodal Graph Foundation Model: A Divide-and-Conquer Based Approach

In Poster Session 1

Sicheng Liu ⋅ Xunkai Li ⋅ Daohan Su ⋅ Ru Zhang ⋅ Hongchao Qin ⋅ Rong-Hua Li ⋅ Guoren Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

InfoDLM: an Information-Adaptive Framework for Discrete Diffusion Language Model Pretraining

In Poster Session 1

Shirou Jing ⋅ Chunshu Wu ⋅ Chuan Liu ⋅ Arghavan Bahadorinejad ⋅ Feitong Qiao ⋅ Dongfang Liu ⋅ Tony Geng

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Long Grounded Thoughts: Synthesizing Grounded Visual Problems and Distilling Reasoning Chains at Scale

In Poster Session 1

David Acuna ⋅ Chao-Han Huck Yang ⋅ Yuntian Deng ⋅ Jaehun Jung ⋅ Ximing Lu ⋅ Prithviraj Ammanabrolu ⋅ Hyunwoo Kim ⋅ Yuan-Hong Liao ⋅ Yejin Choi

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Moving Beyond Sparse Grounding with Complete Screen Parsing Supervision

In Poster Session 1

A. Said Gurbuz ⋅ Sunghwan Hong ⋅ Ahmed Nassar ⋅ Marc Pollefeys ⋅ Peter Staar

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

End-to-End Compression for Tabular Foundation Models

In Poster Session 1

Guri Zabërgja ⋅ Rafiq Kamel ⋅ Arlind Kadra ⋅ Christian Frey ⋅ Josif Grabocka

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

No Need to Train Your RDB Foundation Model

In Poster Session 1

Minjie Wang ⋅ Quan Gan ⋅ Linjie Xu ⋅ David Wipf ⋅ Yanlin Zhang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Multi-Objective Protein Design via Memory-Aware Test-Time Scaling in Diffusion Models

In Poster Session 1

Ming Yang ⋅ Xin Zheng ⋅ Yi Li ⋅ YIZHEN ZHENG ⋅ Huan Yee Koh ⋅ Yanqing Guo ⋅ Xiaofeng Cao ⋅ Shirui Pan

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Contrastive Diffusion Alignment: Learning Structured Latents for Controllable Generation

In Poster Session 1

Ruchi Sandilya ⋅ Sumaira Perez ⋅ Charles Lynch ⋅ Lindsay Victoria ⋅ Benjamin Zebley ⋅ Derrick Buchanan ⋅ Mahendra Bhati ⋅ Nolan Williams ⋅ Timothy Spellman ⋅ FAITH GUNNING ⋅ Conor Liston ⋅ Logan Grosenick

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Variational Entropic Optimal Transport

In Poster Session 1

Roman Dyachenko ⋅ Nikita Gushchin ⋅ Kirill Sokolov ⋅ Petr Mokrov ⋅ Evgeny Burnaev ⋅ Aleksandr Korotin

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Latent-Guided Cooperative Energy-Based Models

In Poster Session 1

Cong Geng ⋅ Xue Han ⋅ Ye Yuan ⋅ Qiang Hu ⋅ Huang ⋅ Ruiqiao Bai ⋅ JUNLAN FENG

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Latent Diffusion Controller: Framework, Algorithms and Parameterization

In Poster Session 1

Tong Yang ⋅ Moonkyung Ryu ⋅ Chih-wei Hsu ⋅ Guy Tennenholtz ⋅ Yuejie Chi ⋅ Craig Boutilier ⋅ Bo Dai

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Stabilizing Reinforcement Learning for Diffusion Language Models

In Poster Session 1

Jianyuan Zhong ⋅ Wang Kaibo ⋅ Ding Ding ⋅ Zijin Feng ⋅ Haoli Bai ⋅ Yang Xiang ⋅ Jiacheng Sun ⋅ Qiang Xu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Calibrated Test-Time Guidance for Bayesian Inference

In Poster Session 1

Daniel Geyfman ⋅ Felix Draxler ⋅ Jan Groeneveld ⋅ Hyunsoo Lee ⋅ Theofanis Karaletsos ⋅ Stephan Mandt

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Lookahead Path Likelihood Optimization for Diffusion LLMs

In Poster Session 1

Xuejie Liu ⋅ Vit Chun Yap ⋅ Yitao Liang ⋅ Anji Liu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Predicting Future KV Utility: Global Combinatorial Optimization for Task-Agnostic KV Cache Eviction

In Poster Session 1

Ziyao Tang ⋅ Pengkun Jiao ⋅ Xinhang Chen ⋅ LiuWei Liu ⋅ Shiyong Li ⋅ Jingjing Chen

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

OneSearch: A Preliminary Exploration of the Unified End-to-End Generative Framework for E-commerce Search

In Poster Session 1

Ben Chen ⋅ Xian Guo ⋅ Siyuan Wang ⋅ Zihan Liang ⋅ Yufei Ma ⋅ Yue Lv ⋅ Chenyi Lei ⋅ Yuqing DING ⋅ Wenwu Ou ⋅ Han Li ⋅ Kun Gai

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

$E^2$PO: Embedding-perturbed Exploration Preference Optimization for Flow Models

In Poster Session 1

Sujie Hu ⋅ Chubin Chen ⋅ Jiashu Zhu ⋅ Jiahong Wu ⋅ Xiangxiang Chu ⋅ Xiu Li

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Logical Guidance for the Exact Composition of Diffusion Models

In Poster Session 1

Francesco Alesiani ⋅ Jonathan Warrell ⋅ Tanja Bien ⋅ Henrik Christiansen ⋅ Matheus Vitor Ferreira Ferraz ⋅ Mathias Niepert

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Diffusion Bridge or Flow Matching? A Unifying Framework and Comparative Analysis

In Poster Session 1

Kaizhen Zhu ⋅ Mokai Pan ⋅ Zhechuan Yu ⋅ Jingya Wang ⋅ Jingyi Yu ⋅ Ye Shi

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Breaking the Factorization Barrier in Diffusion Language Models

In Poster Session 1

Ian Li ⋅ Zilei Shao ⋅ Benjie Wang ⋅ Rose Yu ⋅ Guy Van den Broeck ⋅ Anji Liu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Exploring and Exploiting Stability in Latent Flow Matching

In Poster Session 1

Rania Briq ⋅ Michael Kamp ⋅ Ohad Fried ⋅ Sarel Cohen ⋅ Stefan Kesselheim

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

General and Efficient Steering of Unconditional Diffusion Models

In Poster Session 1

Qingsong Wang ⋅ Misha Belkin ⋅ Yusu Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Physics-informed diffusion models in spectral space

In Poster Session 1

Davide Gallon ⋅ Philippe von Wurstemberger ⋅ Patrick Cheridito ⋅ Arnulf Jentzen

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models

In Poster Session 1

Jiaqi Wang ⋅ Haoge Deng ⋅ Ting Pan ⋅ Yang Liu ⋅ Chengyuan Wang ⋅ Fan Zhang ⋅ Yonggang Qi ⋅ Xinlong Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Spectral Guidance for Flexible and Efficient Control of Diffusion Models

In Poster Session 1

Gabriel Moreira ⋅ Manuel Marques ⋅ Joao Costeira ⋅ Chenyan Xiong

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

CoFrGeNet: Continued Fraction Architectures for Language Generation

In Poster Session 1

Amit Dhurandhar ⋅ Vijil Chenthamarakshan ⋅ Dennis Wei ⋅ Tejaswini Pedapati ⋅ Karthikeyan Natesan Ramamurthy ⋅ Rahul Nair

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

EigenCache: Rethinking Diffusion Acceleration as Covariance-Optimal Forecasting and Submodular Information Allocation

In Poster Session 1

Chenyang Xu ⋅ Dezhen Wang ⋅ Lin Chen ⋅ Kepeng Lin ⋅ Hao Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Trajectory Consistency for One-Step Generation on Euler Mean Flows

In Poster Session 1

Zhiqi Li ⋅ Yuchen Sun ⋅ Duowen Chen ⋅ Jinjin He ⋅ Bo Zhu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Distribution Matching Variational AutoEncoder

In Poster Session 1

Sen Ye ⋅ Jianning Pei ⋅ Mengde Xu ⋅ Shuyang Gu ⋅ Chunyu Wang ⋅ Liwei Wang ⋅ Han Hu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Semantic Granularity Navigation in Image Editing

In Poster Session 1

Liangsi Lu ⋅ Minzhe Guo ⋅ Xuhang Chen ⋅ Yang Shi

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

DirectEdit: Step-Level Accurate Inversion for Flow-Based Image Editing

In Poster Session 1

Desong Yang ⋅ Mang Ye

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

LiteVSR: Enabling Cross-Domain Fine-Grained Detail Generation in Light-Weight Transformers for Video Super-Resolution

In Poster Session 1

Yu Cao ⋅ Ziquan Liu ⋅ Zhensong Zhang ⋅ Jiankang Deng ⋅ Shaogang Gong ⋅ Jifei Song

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Optimizing Visual Generative Models via Distribution-wise Rewards

In Poster Session 1

Ruihang Li ⋅ Mengde Xu ⋅ Shuyang Gu ⋅ Leigang Qu ⋅ Fuli Feng ⋅ Han Hu ⋅ Wenjie Wang

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

LayerT2V: A Unified Multi-Layer Video Generation Framework

In Poster Session 1

Guangzhao Li ⋅ Kangrui Cen ⋅ Baixuan Zhao ⋅ Yi Xin ⋅ Siqi Luo ⋅ Guangtao Zhai ⋅ Lei Zhang ⋅ Xiaohong Liu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Mode Seeking meets Mean Seeking for Long Video Generation

In Poster Session 1

Shengqu Cai ⋅ Weili Nie ⋅ Chao Liu ⋅ Julius Berner ⋅ Lvmin Zhang ⋅ Nanye Ma ⋅ Hansheng Chen ⋅ Maneesh Agrawala ⋅ Leonidas Guibas ⋅ Gordon Wetzstein ⋅ Arash Vahdat

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

MAMBO-G: Magnitude-Aware Mitigation for Boosted Guidance

In Poster Session 1

Shangwen Zhu ⋅ Qianyu Peng ⋅ Zhilei Shu ⋅ Yuting Hu ⋅ Han Zhang ⋅ Andy Zheng ⋅ Xinyu Cui ⋅ Jian Zhao ⋅ Ruili Feng ⋅ Fan Cheng

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Riemannian MeanFlow

In Poster Session 1

Dongyeop Woo ⋅ Marta Skreta ⋅ Seonghyun Park ⋅ Kirill Neklyudov ⋅ Sungsoo Ahn

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

End-to-End Autoregressive Image Generation with 1D Semantic Tokenizer

In Poster Session 1

Wenda Chu ⋅ Bingliang Zhang ⋅ Jiaqi Han ⋅ Yizhuo Li ⋅ Linjie Yang ⋅ Yisong Yue ⋅ Qiushan Guo

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Stronger Semantic Encoders Can Harm Relighting Performance: A Probe of Visual Priors via Augmented Latent Intrinsics

In Poster Session 1

Xiaoyan Xing ⋅ Xiao Zhang ⋅ Sezer Karaoglu ⋅ Theo Gevers ⋅ Anand Bhattad

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

One-step Latent-free Image Generation with Pixel Mean Flows

In Poster Session 1

Yiyang Lu ⋅ Susie Lu ⋅ Qiao Sun ⋅ Hanhong Zhao ⋅ Zhicheng Jiang ⋅ Xianbang Wang ⋅ Tianhong Li ⋅ Zhengyang Geng ⋅ Kaiming He

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

A Diffusive Classification Loss for Learning Energy-based Generative Models

In Poster Session 1

RuiKang OuYang ⋅ Louis Grenioux ⋅ Jose Miguel Hernandez-Lobato

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Spectral Evolution Search: Efficient Inference-Time Scaling for Reward-Aligned Image Generation

In Poster Session 1

Jinyan Ye ⋅ Zhongjie Duan ⋅ Zhiwen Li ⋅ Cen Chen ⋅ Daoyuan Chen ⋅ Yaliang Li ⋅ Yingda Chen

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

LUVE : Latent-Cascaded Ultra-High-Resolution Video Generation with Dual Frequency Experts

In Poster Session 1

Chen Zhao ⋅ Jiawei Chen ⋅ Hongyu Li ⋅ Zhuoliang Kang ⋅ Shilin Lu ⋅ Xiaoming Wei ⋅ Kai Zhang ⋅ Jian Yang ⋅ Ying Tai

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Flash-VAED: Plug-and-Play VAE Decoders for Efficient Video Generation

In Poster Session 1

Lunjie Zhu ⋅ Yushi Huang ⋅ Xingtong Ge ⋅ Yufei Xue ⋅ Zhening Liu ⋅ Yumeng Zhang ⋅ Zehong Lin ⋅ Jun Zhang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Designing a Conditional Prior Distribution for Flow-Based Generative Models

In Poster Session 1

Noam Issachar ⋅ Mohammad Salama ⋅ Raanan Fattal ⋅ Sagie Benaim

[ URL] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Concept Removal for Frontier Image Generative Models

In Poster Session 1

Pierre Joly ⋅ Aditya Kumar ⋅ Adam Dziedzic ⋅ Franziska Boenisch

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Planar Symmetric Pattern Generation

In Poster Session 1

Ning Lin ⋅ Luxi Chen ⋅ Huaguan Chen ⋅ Jiacheng Cen ⋅ Chongxuan Li ⋅ Wenbing Huang ⋅ Hao Sun

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Minibatch Optimal Transport and Perplexity Bound Estimation in Discrete Flow Matching

In Poster Session 1

Etrit Haxholli ⋅ Yeti Z. Gurbuz ⋅ Oğul Can ⋅ Eli Waxman

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Sheaf Neural Networks on SPD Manifolds: Second-Order Geometric Representation Learning

In Poster Session 1

Yuhan Peng ⋅ Junwen Dong ⋅ Yuzhi Zeng ⋅ Hao Li ⋅ Ce Ju ⋅ Huitao Feng ⋅ Diaaeldin Taha ⋅ Anna Wienhard ⋅ Kelin Xia

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

What Information Matters? Graph Out-of-Distribution Detection via Tri-Component Information Decomposition

In Poster Session 1

Danny Wang ⋅ Ruihong Qiu ⋅ Zi Huang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Rethinking Contrastive Learning for Graph Collaborative Filtering: Limitations and A Simple Remedy

In Poster Session 1

Geon Lee ⋅ Sunwoo Kim ⋅ Kyungho Kim ⋅ Kijung Shin

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

InvGNN: Learning Invertible Node Representations on Graphs

In Poster Session 1

Giannis Nikolentzos ⋅ Dimitrios Kelesis ⋅ Nikolaos Nakis

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Bridging Structure and Semantics: Uncertainty-Modulated Dual-Path Diffusion for Robust Text-Attributed Graph Learning

In Poster Session 1

Zhizhi Yu ⋅ Jiachen Liu ⋅ Qingyu Li ⋅ Dongxiao He ⋅ Di Jin

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Normality Calibration in Semi-supervised Graph Anomaly Detection

In Poster Session 1

Guolei Zeng ⋅ Hezhe Qiao ⋅ Guoguo Ai ⋅ Jinsong Guo ⋅ Guansong Pang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

A Graph Foundation Model with Cross-Modal Alignment and Modality-Aware Expert Fusion for Multi-Modal Graphs

In Poster Session 1

Dongxiao He ⋅ AnKang Yang ⋅ Jitao Zhao ⋅ Di Jin

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SE3Set: Harnessing Equivariant Hypergraph Neural Networks for Molecular Representation Learning

In Poster Session 1

Hongfei Wu ⋅ Lijun Wu ⋅ Guoqing Liu ⋅ Zhirong Liu ⋅ Bin Shao ⋅ Zun Wang

[ URL] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Rethinking GNNs and Missing Features: Challenges, Evaluation and a Robust Solution

In Poster Session 1

Francesco Ferrini ⋅ Veronica Lachi ⋅ Antonio Longa ⋅ Bruno Lepri ⋅ Akiyoshi Matono ⋅ Andrea Passerini ⋅ Xin Liu ⋅ Manfred Jaeger

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

CCLRec: Consensus-driven Contrastive Learning for LLM-enhanced Graph Recommendation

In Poster Session 1

Ting Guo ⋅ Dongyu Pei ⋅ Litiao Qiu ⋅ Xiaoying Liao ⋅ KE LIANG ⋅ Peng Song ⋅ Pinle Qin

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Modeling Spectral Energy Shifts in Spatio-Temporal Graph Anomaly Detection

In Poster Session 1

Yilin Liu ⋅ Hongchao Zhang ⋅ Ahmad Taha ⋅ Taylor T Johnson ⋅ Meiyi Ma

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Clustering as Reasoning: A $k$-Means Interpretation of Chain-of-Thought Graph Learning

In Poster Session 1

Xuanting Xie ⋅ Zhaochen Guo ⋅ Bingheng Li ⋅ Xingtong Yu ⋅ Zhifei Liao ⋅ zhao kang ⋅ Yuan Fang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ERAlign: Energy-based Representation Alignment of GNNs and LLMs on Text-attributed Graphs

In Poster Session 1

Xianlin Zeng ⋅ Fan Xia ⋅ Xiangyu Chen

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Message Passing on the Edge: Towards Scalable and Expressive GNNs

In Poster Session 1

Pablo Barcelo ⋅ Fabian Jogl ⋅ Alexander Kozachinskiy ⋅ Matthias Lanzinger ⋅ Stefan Neumann ⋅ Cristobal Rojas

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Revisiting Positive Samples in Graph Contrastive Learning: From the Perspective of Message Passing

In Poster Session 1

Lianze Shan ⋅ Ningchong Wang ⋅ Jitao Zhao ⋅ Di Jin ⋅ Dongxiao He

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Generative Representation Learning on Hyper-relational Knowledge Graphs via Masked Discrete Diffusion

In Poster Session 1

Jaejun Lee ⋅ Seheon Kim ⋅ Joyce Whang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning Discriminative and Generalizable Anomaly Detector for Dynamic Graph with Limited Supervision

In Poster Session 1

Yuxing Tian ⋅ Yiyan Qi ⋅ Fengran Mo ⋅ Weixu Zhang ⋅ Jian Guo ⋅ Jian-Yun Nie

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

MDGMIX: Boundary-Aware Subgraph Mixing for Multi-Domain Graph Pre-Training

In Poster Session 1

Ziyu Zheng ⋅ Yaming Yang ⋅ Ziyu Guan ⋅ Wei Zhao ⋅ Xinyan Huang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

CELL: A Causal Perspective for Fairness-aware Graph Adaptation

In Poster Session 1

Hourun Li ⋅ Yifan Wang ⋅ Qinghua Ran ⋅ Junyu Luo ⋅ Jia Yang ⋅ Changling Zhou ⋅ Zhiping Xiao ⋅ Wei Ju ⋅ Xiao Luo ⋅ Ming Zhang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Generalist Graph Anomaly Detection via Prototype-Based Distillation

In Poster Session 1

Yiming Xu ⋅ Zihan Chen ⋅ Zhen Peng ⋅ Song Wang ⋅ Bin Shi ⋅ Bo Dong ⋅ Chao Shen

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

When Do Graph Foundation Models Transfer? A Data-Centric Theory

In Poster Session 1

Jiajun Zhu ⋅ Ying Chen ⋅ Peihao Wang ⋅ Yixuan He ⋅ Pan Li ⋅ Aditya Akella ⋅ Zhangyang “Atlas” Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Towards Generative Graph Matching for Graph Edit Distance Computation

In Poster Session 1

Wei Huang ⋅ Hanchen Wang ⋅ Dong Wen ⋅ Wenjie Zhang ⋅ Ying Zhang ⋅ Xuemin Lin

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Identifying and Correcting Label Noise for Robust GNNs via Influence Contradiction

In Poster Session 1

Wei Ju ⋅ Wei Zhang ⋅ Siyu Yi ⋅ Zhengyang Mao ⋅ Yifan Wang ⋅ Jingyang Yuan ⋅ Zhiping Xiao ⋅ Ziyue Qiao ⋅ Ming Zhang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Graph-GRPO: Training Graph Flow Models with Reinforcement Learning

In Poster Session 1

Baoheng Zhu ⋅ Deyu Bo ⋅ Delvin Zhang ⋅ Xiao Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Message Tuning Outshines Graph Prompt Tuning: A Prismatic Space Perspective

In Poster Session 1

Yancheng Chen ⋅ Dun Ma ⋅ Shuai Zhang ⋅ Yang Liu ⋅ Xixun Lin ⋅ Xiangyu Zhao ⋅ Wenguo Yang ⋅ Wei Chen ⋅ Chuan Zhou

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Position: Graph Condensation Needs a Reset—Move Beyond Full-dataset Training and Model-Dependence

In Poster Session 1

Mridul Gupta ⋅ Samyak Jain ⋅ Vansh Ramani ⋅ HARIPRASAD KODAMANA ⋅ Sayan Ranu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

MASPOB: Bandit-Based Prompt Optimization for Multi-Agent Systems with Graph Neural Networks

In Poster Session 1

Zhi Hong ⋅ Qian Zhang ⋅ Jiahang Sun ⋅ Zhiwei Shang ⋅ Mingze Kong ⋅ Xiangyi Wang ⋅ Yao Shu ⋅ Zhongxiang Dai

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

MAS-Architect: Declarative Multi-Agent System Design via Separation of Concerns

In Poster Session 1

Jing Huang ⋅ Lidong Zhang ⋅ Mutian Bao ⋅ Yadong Li ⋅ Xingzhong Xu ⋅ Jinjian Zhang ⋅ Jie Liu ⋅ Ming Kong ⋅ Qiang Zhu

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

What Do Agents Learn from Trajectory-SFT: Semantics or Interfaces?

In Poster Session 1

Weizheng Gu ⋅ Chengze Li ⋅ Zhuohao Yu ⋅ Mengyuan Sun ⋅ Zhibang Yang ⋅ Wei Wang ⋅ Hongrui Jia ⋅ Shikun Zhang ⋅ Wei Ye

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

LRAgent: Efficient KV Cache Sharing for Multi-LoRA LLM Agents

In Poster Session 1

Hyesung Jeon ⋅ Hyeongju Ha ⋅ jae-joon kim

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Recognize Your Orchestrator: An Entropy Dynamics Perspective for LLM Multi-Agent Systems

In Poster Session 1

Junze Zhu ⋅ Weihao Chen ⋅ Xuanwang Zhang ⋅ Zhen Wu ⋅ Xinyu Dai

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Executable Agentic Memory for GUI Agent

In Poster Session 1

Zerui Qin ⋅ Sheng Yue ⋅ Xingyuan Hua ⋅ Yongjian Fu ⋅ Ju Ren

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

RADAR: Redundancy-Aware Diffusion for Multi-Agent Communication Structure Generation

In Poster Session 1

Zhen Zhang ⋅ Wanjing Zhou ⋅ Juncheng Li ⋅ Hao Fei ⋅ Jun Wen ⋅ Wei Ji

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Which LLM Multi-Agent Protocol to Choose?

In Poster Session 1

Hongyi Du ⋅ Jiaqi Su ⋅ Jisen Li ⋅ Lijie Ding ⋅ Yingxuan Yang ⋅ Peixuan Han ⋅ Robert Tang ⋅ Kunlun Zhu ⋅ Jiaxuan You

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Decentralized Instruction Tuning: Conflict-Aware Splitting and Weight Merging

In Poster Session 1

Minsik Choi ⋅ Geewook Kim

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Federated Sketching LoRA: A Flexible Framework for Heterogeneous Collaborative Fine-Tuning of LLMs

In Poster Session 1

Wenzhi Fang ⋅ Dong-Jun Han ⋅ Liangqi Yuan ⋅ Seyyedali Hosseinalipour ⋅ Christopher G. Brinton

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Outrunning LLM Cutoffs: A Live Kernel Crash Resolution Benchmark for All

In Poster Session 1

Chenxi Huang ⋅ Alex Mathai ⋅ Feiyang Yu ⋅ Aleksandr Nogikh ⋅ Petros Maniatis ⋅ Franjo Ivancic ⋅ Eugene Wu ⋅ Kostis Kaffes ⋅ Junfeng Yang ⋅ Baishakhi Ray

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Adaptive Code Watermarking Through Reinforcement Learning

In Poster Session 1

Zhimeng Guo ⋅ Huaisheng Zhu ⋅ Siyuan Xu ⋅ Hangfan Zhang ⋅ Teng Xiao ⋅ Minhao Cheng

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Agent Primitives: Reuseable Latent Building Blocks for Multi-Agent Systems

In Poster Session 1

Haibo Jin ⋅ Peng Kuang ⋅ Ye Yu ⋅ Xiaopeng Yuan ⋅ Haohan Wang

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Proact-VL: A Proactive VideoLLM for Real-Time AI Companions

In Poster Session 1

Weicai Yan ⋅ Yuhong Dai ⋅ Qi Ran ⋅ Haodong Li ⋅ Wang Lin ⋅ Hao Liao ⋅ Xing Xie ⋅ Tao Jin ⋅ Jianxun Lian

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Multi-Agent Teams Hold Experts Back

In Poster Session 1

Aneesh Pappu ⋅ Batu El ⋅ Hancheng Cao ⋅ Carmelo di Nolfo ⋅ Yanchao Sun ⋅ Meng Cao ⋅ James Zou

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Rule2DRC: Benchmarking LLM Agents for DRC Script Synthesis with Execution-Guided Test Generation

In Poster Session 1

Jinuk Kim ⋅ Junsoo Byun ⋅ Donghwi Hwang ⋅ Seong-Jin Park ⋅ Hyun Oh Song

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ThunderAgent: A Fast, Simple, and Program-Aware Agentic Inference System

In Poster Session 1

Hao Kang ⋅ Ziyang Li ⋅ Xinyu Yang ⋅ Weili Xu ⋅ Yinfang Chen ⋅ Junxiong Wang ⋅ Beidi Chen ⋅ Tushar Krishna ⋅ Chenfeng Xu ⋅ Simran Arora

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

AgentXRay: White-Boxing Agentic Systems via Workflow Reconstruction

In Poster Session 1

Ruijie Shi ⋅ Houbin Zhang ⋅ Yuecheng Han ⋅ Yuheng Wang ⋅ Jingru Fan ⋅ Runde Yang ⋅ Yufan Dang ⋅ Huatao Li ⋅ Dewen Liu ⋅ Yuan Cheng ⋅ Chen Qian

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Agent Learning via Early Experience

In Poster Session 1

Kai Zhang ⋅ Xiangchao Chen ⋅ Bo Liu ⋅ Tianci Xue ⋅ Zeyi Liao ⋅ Zhihan Liu ⋅ xiyao wang ⋅ Yuting Ning ⋅ Zhaorun Chen ⋅ Xiaohan Fu ⋅ Jian Xie ⋅ Yuxuan Sun ⋅ Boyu Gou ⋅ Qi Qi ⋅ Zihang Meng ⋅ Jianwei Yang ⋅ Ning Zhang ⋅ Xian Li ⋅ Ashish Shah ⋅ Dat Huynh ⋅ Hengduo Li ⋅ Zi Yang ⋅ Xuefei Cao ⋅ Lawrence Jang ⋅ Shuyan Zhou ⋅ Jiacheng Zhu ⋅ Huan Sun ⋅ JASON WESTON ⋅ Yu Su ⋅ Yifan Wu

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ComplexMCP: Evaluation of LLM Agents in Dynamic, Interdependent, and Large-Scale Tool Sandbox

In Poster Session 1

Yuanyang Li ⋅ Xue Yang ⋅ Longyue Wang ⋅ Weihua Luo ⋅ Hongyang Chen

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Training with Honeypots: Reshaping How LLMs Fail

In Poster Session 1

Samuel Simko ⋅ Punya Pandey ⋅ Zhijing Jin ⋅ Bernhard Schölkopf

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

R-Diverse: Mitigating Diversity Illusion in Self-Play LLM Training

In Poster Session 1

Gengsheng Li ⋅ Jinghan He ⋅ Shijie Wang ⋅ Dan Zhang ⋅ Ruiqi Liu ⋅ Renrui Zhang ⋅ Zijun Yao ⋅ Junfeng Fang ⋅ Haiyun Guo ⋅ Jinqiao Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Great Minds Think Alike: Contextual Tacit Communication for Decentralized LLM-Agent Cooperation

In Poster Session 1

Yue Pei ⋅ Hongming Zhang ⋅ Jiarui Guan ⋅ Jusheng Zhang ⋅ Liang Lin ⋅ Haogang Zhu ⋅ Ziliang Chen

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

When Agents Go Rogue: Activation-Based Detection of Malicious Behaviors in Multi-Agent Systems

In Poster Session 1

Haowen Xu ⋅ Xue Tan ⋅ Lei Ma ⋅ Zhihao Zhang ⋅ CHAO WANG ⋅ Qingze Wang ⋅ Ping Chen ⋅ Jun Dai ⋅ Xiaoyan Sun

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

MOC: Multi-Order Communication in LLM-based Multi-Agent Systems

In Poster Session 1

Yao Guan ⋅ Lin Wang ⋅ Zhihui Lu ⋅ Ziyi Wang ⋅ Wenzhu Yan ⋅ Qiang Duan

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Lifting Traces to Logic: Programmatic Skill Induction with Neuro-Symbolic Learning for Long-Horizon Agentic Tasks

In Poster Session 1

Jie-Jing Shao ⋅ Haiyan Yin ⋅ Yueming LYU ⋅ Xingrui Yu ⋅ Lan-Zhe Guo ⋅ Ivor Tsang ⋅ James Kwok ⋅ Yu-Feng Li

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

TeamTR: Trust-Region Fine-Tuning for Multi-Agent LLM Coordination

In Poster Session 1

Yi Xie ⋅ Siao Liu ⋅ Falong FAN ⋅ Yuanqi Yao ⋅ Siyang Cao ⋅ Yue Zhao ⋅ Bo Liu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

MonoScale: Scaling Multi-Agent System with Monotonic Improvement

In Poster Session 1

Shuai Shao ⋅ Yixiang Liu ⋅ Bingwei Lu ⋅ Weinan Zhang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

CORRECT: COndensed eRror RECognition via knowledge Transfer in multi-agent systems

In Poster Session 1

Yifan Yu ⋅ Moyan Li ⋅ Shaoyuan Xu ⋅ Jinmiao Fu ⋅ Xinhai Hou ⋅ Fan Lai ⋅ Bryan Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

LiftQuant: Continuous Bit-Width Control for Pareto-Optimal LLM Deployment

In Poster Session 1

Liulu He ⋅ Xuan Ang Liu ⋅ Juntao Liu ⋅ Taolue Feng ⋅ Ting Lu ⋅ Chunsheng Gan ⋅ ZHIYV PENG ⋅ Yuan Du ⋅ Li Du ⋅ Huanrui Yang ⋅ Yijiang Liu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Revisiting Efficiency–Accuracy Scaling in Mixture-of-Experts Architectures

In Poster Session 1

Venmugil Elango ⋅ Nidhi Bhatia ⋅ Roger Waleffe ⋅ Rasoul Shafipour ⋅ Tomer Asida ⋅ Abhinav Khattar ⋅ Nave Assaf ⋅ Maximilian Golub ⋅ Joseph Guman ⋅ Tiyasa Mitra ⋅ Ritchie Zhao ⋅ Ritika Borkar ⋅ Ran Zilberstein ⋅ Mostofa Patwary ⋅ Mohammad Shoeybi ⋅ Bita Darvish Rouhani

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Evolutionary Generation of Multi-Agent Systems

In Poster Session 1

Yuntong Hu ⋅ Matthew Trager ⋅ Yuting Zhang ⋅ Yi Zhang ⋅ Shuo Yang ⋅ Wei Xia ⋅ Stefano Soatto

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

TopBench: A Benchmark for Implicit Prediction and Reasoning over Tabular Question Answering

In Poster Session 1

An-Yang Ji ⋅ Jun-Peng Jiang ⋅ De-Chuan Zhan ⋅ Han-Jia Ye

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Active Reasoning Vision-Language Model via Sequential Experimental Design

In Poster Session 1

Anjie Liu ⋅ Ziqin Gong ⋅ Yan Song ⋅ Yuxiang Chen ⋅ Xiaolong Liu ⋅ Hengtong Lu ⋅ Kaike Zhang ⋅ Chen Wei ⋅ Jun Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Hunt Instead of Wait: Evaluating Deep Data Research on Large Language Models

In Poster Session 1

Wei Liu ⋅ Peijie Yu ⋅ Michele Orini ⋅ Yali Du ⋅ Yulan He

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

VENOMREC: Cross-Modal Interactive Poisoning for Targeted Promotion in Multimodal LLM Recommender Systems

In Poster Session 1

Guowei Guan ⋅ Yurong Hao ⋅ Jiaming Zhang ⋅ Tiantong Wu ⋅ Fuyao Zhang ⋅ Tianxiang Chen ⋅ Longtao Huang ⋅ Cyril Leung ⋅ Wei Yang Bryan Lim

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Random Selection Reveals Implicit Knowledge Consensus in Code Generation

In Poster Session 1

Ren-Biao Liu ⋅ Li Xin-Ye ⋅ Hui Sun ⋅ Yali Du ⋅ Jiang-Tian Xue ⋅ Ming Li

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Concept Heterogeneity-aware Representation Steering

In Poster Session 1

Laziz Abdullaev ⋅ Noelle Y. L. Wong ⋅ Ryan Lee ⋅ Shiqi Jiang ⋅ Minh-Khoi Nguyen-Nhat ⋅ Tan Nguyen

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Reasoning Is Not Free: Robust Adaptive Cost-Efficient Router for LLM-as-a-Judge

In Poster Session 1

Wenbo Zhang ⋅ Lijinghua Zhang ⋅ Liner Xiang ⋅ Hengrui Cai

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

WorldTravel: A Realistic Multimodal Travel-Planning Benchmark with Tightly Coupled Constraints

In Poster Session 1

Zexuan Wang ⋅ Chenghao Yang ⋅ Yingqi Que ⋅ Zhoufutu Wen ⋅ Zaiyuan Wang ⋅ Jiashuo Liu ⋅ Zhixin Yao ⋅ Zhenzhu Yang ⋅ Huaqing Yuan ⋅ Yiwen Wang ⋅ Zhengxuan Jiang ⋅ Shengjie Fang ⋅ Zhenhe Wu ⋅ Zhaohui Wang ⋅ JinCheng Ren ⋅ Yuzhen Li ⋅ YangYang ⋅ Jiaheng Liu ⋅ Jian Yang ⋅ Ge Zhang ⋅ Wenhao Huang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Toward Safe Quantization-Aware Fine-tuning: Understanding and Mitigating Safety Alignment Degradation

In Poster Session 1

Yuning Yang ⋅ Guowei Peng ⋅ Xiurui Xie ⋅ Minrui Jiang ⋅ Shuang Liang ⋅ Guisong Liu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Universal Reasoner: A Single, Composable Plug-and-Play Reasoner for Frozen LLMs

In Poster Session 1

Jaemin Kim ⋅ Hangeol Chang ⋅ Hyunmin Hwang ⋅ Choonghan Kim ⋅ Jong Chul YE

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

A model of errors in transformers

In Poster Session 1

Suvrat Raju ⋅ Praneeth Kumar Netrapalli

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Power-Calibrated LLM Watermarking: A Statistical Framework

In Poster Session 1

Xiaopu Wang ⋅ Zelin He ⋅ Chengyuan Liu ⋅ Runze Li

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Data Difficulty and the Generalization–Extrapolation Tradeoff in LLM Fine-Tuning

In Poster Session 1

Siyuan Liu ⋅ Tinghong Chen ⋅ Xinghan Li ⋅ Yifei Wang ⋅ Jingzhao Zhang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Beyond Correctness: Distance-Based Social Dynamics of Multi-Agent Debate

In Poster Session 1

Seungwoong Ha ⋅ Melanie Mitchell

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Causal Direct Preference Optimization for Distributionally Robust Generative Recommendation

In Poster Session 1

Chu Zhao ⋅ Enneng Yang ⋅ Jianzhe Zhao ⋅ Guibing Guo

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Reward Shaping for Inference-Time Alignment: A Stackelberg Game Perspective

In Poster Session 1

Haichuan Wang ⋅ Tao Lin ⋅ Lingkai Kong ⋅ Ce Li ⋅ Hezi Jiang ⋅ Milind Tambe

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Scheduling LLM Inference with Uncertainty-Aware Output Length Predictions

In Poster Session 1

Haoyu Zheng ⋅ Yongqiang Zhang ⋅ Fangcheng Fu ⋅ Xiaokai Zhou ⋅ Hao Luo ⋅ Hongchao Zhu ⋅ Yuanyuan Zhu ⋅ Hao Wang ⋅ Xiao Yan ⋅ Jiawei Jiang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Beyond Fixed Biases: Decoding the Role of Reasoning Uncertainty in MLLM Modality Conflicts

In Poster Session 1

Zhuoran Zhang ⋅ Tengyue Wang ⋅ Xilin Gong ⋅ Yang Shi ⋅ Haotian Wang ⋅ Di Wang ⋅ Lijie Hu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Safety Anchor: Defending Harmful Fine-tuning via Geometric Bottlenecks

In Poster Session 1

Guoxin Lu ⋅ Letian Sha ⋅ Qing Wang ⋅ Peijie Sun ⋅ Hao Zhou ⋅ Hua Dai ⋅ Fu Xiao

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Evaluating LLM Uncertainty in Long-Form Generation Using Deterministic Ground Truth

In Poster Session 1

Ido Amit ⋅ Ido Galil ⋅ Ran El-Yaniv

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SafeSpec: Fast and Safe LLM via Dynamic Reflective Sampling

In Poster Session 1

HAOTIAN XU ⋅ Zeyang Zhang ⋅ Linbao Li ⋅ Huadi Zheng ⋅ YU LI ⋅ Cheng Zhuo

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Star Elastic: Many-in-One Reasoning LLMs with Efficient Budget Control

In Poster Session 1

Ali Taghibakhshi ⋅ Ruisi Cai ⋅ Saurav Muralidharan ⋅ Sharath Turuvekere Sreenivas ⋅ Ameya Mahabaleshwarkar ⋅ Marcin Chochowski ⋅ Akhiad Bercovich ⋅ Ran Zilberstein ⋅ Ran El-Yaniv ⋅ Yonatan Geifman ⋅ Daniel Korzekwa ⋅ Yoshi Suhara ⋅ Oluwatobi Olabiyi ⋅ Ashwath Aithal ⋅ Nima Tajbakhsh ⋅ Pavlo Molchanov

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

An Information-Theoretic Criterion for Efficient Data Synthesis

In Poster Session 1

Zhengqi Sun ⋅ Hanyu Li ⋅ Xiaotie Deng

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

T-POP: Test-Time Personalization with Online Preference Feedback

In Poster Session 1

Zikun Qu ⋅ Min Zhang ⋅ Mingze Kong ⋅ Xiang Li ⋅ Zhiwei Shang ⋅ Zhiyong Wang ⋅ Yikun Ban ⋅ Shuang Qiu ⋅ Yao Shu ⋅ Zhongxiang Dai

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Knowing When to Quit: A Principled Framework for Dynamic Abstention in LLM Reasoning

In Poster Session 1

Hen Davidov ⋅ Nachshon Cohen ⋅ Oren Kalinsky ⋅ Yaron Fairstein ⋅ Guy Kushilevitz ⋅ Ram Yazdi ⋅ Patrick Rebeschini

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Empty Shelves or Lost Keys? Recall Is the Bottleneck for Parametric Factuality

In Poster Session 1

Nitay Calderon ⋅ Eyal Ben-David ⋅ Zorik Gekhman ⋅ Eran Ofek ⋅ Gal Yona

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Which Heads Matter for Reasoning? RL-Guided KV Cache Compression

In Poster Session 1

Wenjie Du ⋅ Li Jiang ⋅ Keda TAO ⋅ Xue Liu ⋅ Huan Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Generalized Correctness Models: Learning Calibrated and Cross-Model Correctness Predictors from Historical Patterns

In Poster Session 1

Hanqi Xiao ⋅ Vaidehi Patil ⋅ Hyunji Lee ⋅ Elias Stengel-Eskin ⋅ Mohit Bansal

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity

In Poster Session 1

Jiayi Zhang ⋅ Simon Yu ⋅ Derek Chong ⋅ Anthony Sicilia ⋅ Michael Tomz ⋅ Christopher Manning ⋅ Weiyan Shi

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SetPO: Set-Level Policy Optimization for Diversity-Preserving LLM Reasoning

In Poster Session 1

Chenyi Li ⋅ Yuan Zhang ⋅ Bo Wang ⋅ Guoqing Ma ⋅ Wei Tang ⋅ Haoyang Huang ⋅ Nan Duan

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

How do LLMs Compute Verbal Confidence?

In Poster Session 1

Dharshan Kumaran ⋅ Arthur Conmy ⋅ Federico Barbero ⋅ Simon Osindero ⋅ Viorica Patraucean ⋅ Petar Veličković

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Bridging the Knowledge-Prediction Gap in LLMs on Multiple-Choice Questions

In Poster Session 1

Yoonah Park ⋅ Haesung Pyun ⋅ Yohan Jo

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories

In Poster Session 1

Chenlong Deng ⋅ Mengjie Deng ⋅ Junjie Wu ⋅ Dun Zeng ⋅ Teng Wang ⋅ Qingsong Xie ⋅ Jiadeng Huang ⋅ Shengjie Ma ⋅ Changwang Zhang ⋅ Zhaoxiang Wang ⋅ Jun Wang ⋅ Yutao Zhu ⋅ Zhicheng Dou

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Scheduling Thoughts: Learning the Order of Thought in Diffusion Language Models

In Poster Session 1

Jiawei Xu ⋅ Minghui Liu ⋅ Aakriti Agrawal ⋅ Yifan Chen ⋅ Furong Huang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Break the Block: Dynamic-size Reasoning Blocks for Diffusion Large Language Models via Monotonic Entropy Descent with Reinforcement Learning

In Poster Session 1

Yan Jiang ⋅ Ruihong Qiu ⋅ Zi Huang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Spurious Rewards: Rethinking Training Signals in RLVR

In Poster Session 1

Rulin Shao ⋅ Stella Li ⋅ Rui Xin ⋅ Scott Geng ⋅ Yiping Wang ⋅ Sewoong Oh ⋅ Simon Du ⋅ Nathan Lambert ⋅ Sewon Min ⋅ Ranjay Krishna ⋅ Yulia Tsvetkov ⋅ Hannaneh Hajishirzi ⋅ Pang Wei Koh ⋅ Luke Zettlemoyer

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Rethinking the Trust Region in LLM Reinforcement Learning

In Poster Session 1

Penghui Qi ⋅ Xiangxin Zhou ⋅ Zichen Liu ⋅ Tianyu Pang ⋅ Chao Du ⋅ Min Lin ⋅ Wee Sun Lee

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

REAR: Test-time Preference Realignment through Reward Decomposition

In Poster Session 1

Fuxiang Zhang ⋅ Pengcheng Wang ⋅ Chenran Li ⋅ Yi-Chen Li ⋅ Yuxin Chen ⋅ Lang Feng ⋅ Chenfeng Xu ⋅ Masayoshi Tomizuka ⋅ Bo An

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Maximizing the Spectral Energy Gain in Sub-1-Bit LLMs via Latent Geometry Alignment

In Poster Session 1

Banseok Lee ⋅ Youngmin Kim

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Low Kruskal-Rank Adaptation

In Poster Session 1

Yixing Xu ⋅ Guanchen Li ⋅ Chao Li ⋅ Xuanwu Yin ⋅ Dong Li ⋅ Spandan Tiwari ⋅ Ashish Sirasao ⋅ Emad Barsoum

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Contrastive Weak-to-Strong Generalization

In Poster Session 1

Houcheng Jiang ⋅ Junfeng Fang ⋅ Jiaxin Wu ⋅ Tianyu Zhang ⋅ Chen Gao ⋅ Xiang Wang ⋅ Xiangnan He ⋅ Yang Deng

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

On Group Relative Policy Optimization Collapse in Agent Search: The Lazy Likelihood-Displacement

In Poster Session 1

wenlong deng ⋅ Yushu Li ⋅ Boying Gong ⋅ YI REN ⋅ Christos Thrampoulidis ⋅ Xiaoxiao Li

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Memora: A Harmonic Memory Representation Balancing Abstraction and Specificity

In Poster Session 1

Menglin Xia ⋅ Xuchao Zhang ⋅ Shantanu Dixit ⋅ Paramaguru Harimurugan ⋅ Rujia Wang ⋅ Victor Ruehle ⋅ Robert A Sim ⋅ Chetan Bansal ⋅ Saravanakumar Rajmohan

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

DOT-MoE: Differentiable Optimal Transport for MoEfication

In Poster Session 1

Udbhav Bamba ⋅ Arnav Chavan ⋅ Aryamaan Thakur ⋅ Deepak Gupta ⋅ Steven Teig

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Agent World Model: Infinity Synthetic Environments for Agentic Reinforcement Learning

In Poster Session 1

Zhaoyang Wang ⋅ Boyi Liu ⋅ Yite Wang ⋅ Siwei Han ⋅ Zhewei Yao ⋅ Yuxiong He ⋅ Huaxiu Yao ⋅ Canwen Xu

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

TextResNet: Decoupling and Routing Optimization Signals in Compound AI Systems via Deep Residual Tuning

In Poster Session 1

Suizhi Huang ⋅ Mei Li ⋅ Han Yu ⋅ Xiaoxiao Li

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

RE-TRAC: REcursive TRAjectory Compression for Deep Search Agents

In Poster Session 1

jialiang zhu ⋅ Gongrui Zhang ⋅ Xiaolong Ma ⋅ Lin Xu ⋅ Miaosen Zhang ⋅ Ruiqi Yang ⋅ Song Wang ⋅ Kai Qiu ⋅ Zhirong Wu ⋅ Qi Dai ⋅ Ruichun Ma ⋅ Bei Liu ⋅ Yifan Yang ⋅ Chong Luo ⋅ Zhengyuan Yang ⋅ Linjie Li ⋅ Lijuan Wang ⋅ Weizhu Chen ⋅ Xin Geng ⋅ Baining Guo

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Geometry-Aware Decoding with Wasserstein-Regularized Truncation and Mass Penalties for Large Language Models

In Poster Session 1

Arash Gholamidavoodi ⋅ Navid Rezazadeh ⋅ Seyed Davoudi ⋅ Pouya Pezeshkpour

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Understanding Dynamic Compute Allocation in Recurrent Transformers

In Poster Session 1

Ibraheem Muhammad Moosa ⋅ Suhas Lohit ⋅ Ye Wang ⋅ Moitreya Chatterjee ⋅ Wenpeng Yin

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

DisPPO: Quantile-Based Distributional Reinforcement Learning for Large Language Models

In Poster Session 1

Zhijian Zhou ⋅ Long Li ⋅ Xuan Zhang ⋅ Zongkai Liu ⋅ Yanting Miao ⋅ Yuchen Liu ⋅ Deshu Chen ⋅ Ke Li ⋅ Xing Sun ⋅ Ruoxi Jiang ⋅ Xiaoyu Tan ⋅ Chao Qu ⋅ Yuan Qi

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

ALSO: Adversarial Online Strategy Optimization for Social Agents

In Poster Session 1

Xiang Li ⋅ Liping Yi ⋅ Mingze Kong ⋅ Min Zhang ⋅ Zhongxiang Dai ⋅ Qinghua Hu

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Sparser, Faster, Lighter Transformer Language Models

In Poster Session 1

Edoardo Cetin ⋅ Stefano Peluchetti ⋅ Emilio Castillo ⋅ Akira Naruse ⋅ Mana Murakami ⋅ Llion Jones

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Circle-RoPE: Cone-like Decoupled Rotary Positional Embedding for Vision-Language Models

In Poster Session 1

Chengcheng Wang ⋅ Jianyuan Guo ⋅ Hongguang Li ⋅ Yuchuan Tian ⋅ Ying Nie ⋅ Chang Xu ⋅ Kai Han

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

RSPO: Regularized Self-Play Alignment of Large Language Models

In Poster Session 1

Xiaohang Tang ⋅ Sangwoong Yoon ⋅ Seongho Son ⋅ Huizhuo Yuan ⋅ Quanquan Gu ⋅ Ilija Bogunovic

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

DECOR: Learning to Decompose and Collaborate in Deep Search via Multi-Agent Reinforcement Learning

In Poster Session 1

Ruiqing Chen ⋅ Zekun Zhang ⋅ Gong-Duo Zhang ⋅ Lihong Gu ⋅ Lin Zhou

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Contextual Rollout Bandits for Reinforcement Learning with Verifiable Rewards

In Poster Session 1

Xiaodong Lu ⋅ Xiaohan Wang ⋅ Jiajun Chai ⋅ Guojun Yin ⋅ Wei Lin ⋅ Zhijun Chen ⋅ Yu Luo ⋅ Fuzhen Zhuang ⋅ Yikun Ban ⋅ deqing wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Search or Accelerate: Confidence-Switched Position Beam Search for Diffusion Language Models

In Poster Session 1

Mingyu Cao ⋅ Alvaro Correia ⋅ Christos Louizos ⋅ Shiwei Liu ⋅ Lu Yin

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

RLVE: Scaling Up Reinforcement Learning for Language Models with Adaptive Verifiable Environments

In Poster Session 1

Zhiyuan Zeng ⋅ Hamish Ivison ⋅ Yiping Wang ⋅ Lifan Yuan ⋅ Stella Li ⋅ Zhuorui Ye ⋅ Siting Li ⋅ Jacqueline He ⋅ Runlong Zhou ⋅ Tong Chen ⋅ Chenyang Zhao ⋅ Yulia Tsvetkov ⋅ Simon Du ⋅ Natasha Jaques ⋅ Hao Peng ⋅ Pang Wei Koh ⋅ Hannaneh Hajishirzi

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Chasing Moving Targets with Online Self-Play Reinforcement Learning for Safer Language Models

In Poster Session 1

Mickel Liu ⋅ Liwei Jiang ⋅ Yancheng Liang ⋅ Simon Du ⋅ Yejin Choi ⋅ Tim Althoff ⋅ Natasha Jaques

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

PADA-Coder: Improving Plan-Following Code Generation via Perturbation-Verified Attention Distillation and Dynamic Alignment

In Poster Session 1

Yihong Huang ⋅ KE QIN ⋅ Rongzheng Wang ⋅ Muquan Li ⋅ Jiakai Li ⋅ Xiurui Xie ⋅ Shuang Liang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

PS-PPO : Prefix-Sampling PPO for Critic-Free RLHF

In Poster Session 1

Doo Hwan Hwang ⋅ Kee-Eung Kim

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Multilingual Safety Alignment Via Sparse Weight Editing

In Poster Session 1

Jiaming Liang ⋅ Zhaoxin Wang ⋅ Handing Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Judgment Operators: A Composition-Invariant Substrate for Multi-Agent Action Spaces

In Poster Session 1

Jun Li

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Scaling Beyond Masked Diffusion Language Models

In Poster Session 1

Subham Sekhar Sahoo ⋅ Jean-Marie Lemercier ⋅ Zhihan Yang ⋅ Justin Deschenaux ⋅ Jingyu Liu ⋅ John Thickstun ⋅ Ante Jukić

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Normalized Rewards for Preference Optimization

In Poster Session 1

Shawn Im ⋅ Federico Danieli ⋅ Skyler Seto ⋅ Barry-John Theobald ⋅ Katherine Metcalf

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Ratio-Variance Regularized Policy Optimization

In Poster Session 1

Yu Luo ⋅ Shuo Han ⋅ Yihan Hu ⋅ Lei Lv ⋅ Huaping Liu ⋅ Fuchun Sun ⋅ Jianye Hao ⋅ Dong Li

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Scaling Long-Horizon Agent via Context Folding

In Poster Session 1

Weiwei Sun ⋅ Lu Miao ⋅ Zhan Ling ⋅ Kang Liu ⋅ Xuesong Yao ⋅ Yiming Yang ⋅ Jiecao Chen

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Tackling Length Inflation Without Trade-offs: Group Relative Reward Rescaling for Reinforcement Learning

In Poster Session 1

Zichao Li ⋅ Jie Lou ⋅ Fangchen Dong ⋅ Zhiyuan Fan ⋅ Mengjie Ren ⋅ Hongyu Lin ⋅ Xianpei Han ⋅ Debing Zhang ⋅ Le Sun ⋅ Yaojie Lu ⋅ XingYu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Mitigating Conversational Inertia in Multi-Turn Agents

In Poster Session 1

Yang Wan ⋅ Zheng Cao ⋅ Zhenhao Zhang ⋅ Zhengwen Zeng ⋅ Shuheng Shen ⋅ Changhua Meng ⋅ Linchao Zhu

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Early Decisions Matter: Proximity Bias and Initial Trajectory Shaping in Non-Autoregressive Diffusion Language Models

In Poster Session 1

Jiyeon Kim ⋅ Sungik Choi ⋅ Yongrae Jo ⋅ Moontae Lee ⋅ Minjoon Seo

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Are Tools Always Beneficial? Learning to Invoke Tools Adaptively for Dual-Mode Multimodal LLM Reasoning

In Poster Session 1

Qinghe Ma ⋅ Zhen Zhao ⋅ Yiming Wu ⋅ Jian Zhang ⋅ LEI BAI ⋅ Yinghuan Shi

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Aligning Tree-Search Policies with Fixed Token Budgets in Test-Time Scaling of LLMs

In Poster Session 1

Sora Miyamoto ⋅ Daisuke Oba ⋅ Naoaki Okazaki

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Confidence and Difficulty-Adaptive Policy Optimization for LLM Reasoning

In Poster Session 1

(Andrew) Zhanke Zhou ⋅ Xiangyu Lu ⋅ Chentao Cao ⋅ Brando Miranda ⋅ Tongliang Liu ⋅ Bo Han ⋅ Sanmi Koyejo

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

The Shadow Price of Reasoning: Economic Perspective on Optimal Budget Allocation for LLMs

In Poster Session 1

Xu Wan ⋅ Speed Zhu ⋅ Jianwei Cai ⋅ Guang Chen ⋅ XiMing Huang ⋅ Wiggin Zhou ⋅ Mingyang Sun

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Dispersion Loss Counteracts Embedding Condensation and Improves Generalization in Small Language Models

In Poster Session 1

Chen Liu ⋅ Xingzhi Sun ⋅ Xi Xiao ⋅ Alexandre Van Tassel ⋅ Ke Xu ⋅ Kristof Reimann ⋅ Danqi Liao ⋅ Mark Gerstein ⋅ Tianyang Wang ⋅ Xiao Wang ⋅ Smita Krishnaswamy

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

CrossQ: Task-Aligned Cross-Token Conditional Quantization for Late Interaction Retrieval

In Poster Session 1

Rohit Kumar Salla ⋅ Manoj Saravanan ⋅ Ramya Amancherla

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

UrbanFusion: Stochastic Multimodal Fusion for Contrastive Learning of Robust Spatial Representations

In Poster Session 1

Dominik J. Mühlematter ⋅ Lin Che ⋅ Ye Hong ⋅ Martin Raubal ⋅ Nina Wiedemann

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Efficient Code Analysis via Graph-Guided Large Language Models

In Poster Session 1

Hang Gao ⋅ Tao Peng ⋅ Baoquan Cui ⋅ Hong Huang ⋅ Fengge Wu ⋅ Zhao Junsuo ⋅ Jian Zhang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Geometrically Constrained Outlier Synthesis

In Poster Session 1

Daniil Karzanov ⋅ Marcin Detyniecki

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SLQ: Bridging Modalities via Shared Latent Queries for Retrieval with Frozen MLLMs

In Poster Session 1

Haoran Lou ⋅ Ziyan Liu ⋅ Chunxiao Fan ⋅ Yuexin Wu ⋅ Yue Ming ⋅ Hao Wu ⋅ Kai Zuo ⋅ Yibo Chen ⋅ Xu Tang

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

MetaBio: Learning from metadata for bioacoustics foundation models

In Poster Session 1

Mustafa Chasmai ⋅ Vincent Dumoulin ⋅ Jenny Hamer

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Bridging the Grounding Gap in VideoQA via Typed Memory for Language-based Belief-State Reasoning

In Poster Session 1

Saman Forouzandeh ⋅ Wei Peng ⋅ Xinghuo Yu ⋅ Mahdi Jalili

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ArcVQ-VAE: A Spherical Vector Quantization Framework with ArcCosine Additive Margin

In Poster Session 1

Jaeyung Kim ⋅ YoungJoon Yoo

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

PHALAR: Phasors for Learned Musical Audio Representations

In Poster Session 1

Davide Marincione ⋅ Michele Mancusi ⋅ Giorgio Strano ⋅ Luca Cerovaz ⋅ Donato Crisostomi ⋅ Roberto Ribuoli ⋅ Emanuele Rodolà

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

RQ-MoE: Residual Quantization via Mixture of Experts for Efficient Input-Dependent Vector Compression

In Poster Session 1

Zhengjia Zhong ⋅ Shuyan Ke ⋅ zaizhou lin ⋅ Jiaqi Song ⋅ Hongyi Lan ⋅ Hui Li

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Bridging Local–Global Dissonance: Learning from Compressive Measurements for Hyperspectral Reconstruction

In Poster Session 1

Xian-Hua Han

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

SEPS: Semantic-Enhanced Patch Slimming Framework for Fine-Grained Cross-Modal Alignment

In Poster Session 1

Xinyu Mao ⋅ Junsi Li ⋅ Haoji Zhang ⋅ Yu Liang ⋅ Ming Sun

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

DDP-WM: Disentangled Dynamics Prediction for Efficient World Models

In Poster Session 1

Shicheng Yin ⋅ Kaixuan Yin ⋅ Weixing Chen ⋅ Yang Liu ⋅ Guanbin Li ⋅ Liang Lin

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Vision Transformer Finetuning Benefits from Non-Smooth Components

In Poster Session 1

Ambroise Odonnat ⋅ Chapel Laetitia ⋅ Romain Tavenard ⋅ Ievgen Redko

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Sparse Autoencoders for Interpretable Emotion Control in Text-to-Speech

In Poster Session 1

Hongfei Du ⋅ Jiacheng Shi ⋅ Sidi Lu ⋅ Gang Zhou ⋅ Ashley Gao

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

IVQ: Structured and Lightweight Vector Quantization via Binary Hierarchical Composition Inspired by $\textit{IChing}$

In Poster Session 1

Heda Zuo ⋅ Junxian Wu ⋅ Fengjie Lu ⋅ Pei Chen ⋅ Lingyun Sun ⋅ Weitao You

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Hyperbolic RQ-VAE enhanced Generative Recommendation with Differential-Length Codebook Strategy

In Poster Session 1

Aoran Zhang ⋅ Yu-Bin Yang ⋅ Yonghong Yu

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Efficient Multi-modal Dataset Distillation via Analytic Parameter Matching

In Poster Session 1

Deyu Bo ⋅ Xinchao Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

TVDRNet: Text-driven Viewpoint Optimization via Differentiable Rendering for 3D Reasoning Segmentation

In Poster Session 1

yu zaiyang ⋅ Changshuo Wang ⋅ Pinjie Xu ⋅ ZhangHuang ⋅ Yuan Shi ⋅ Linjun Sun ⋅ Weijun Li

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning Locally, Revising Globally: Global Reviser for Federated Learning with Noisy Labels

In Poster Session 1

Yuxin Tian ⋅ Mouxing Yang ⋅ Yuhao Zhou ⋅ Jian Wang ⋅ Qing Ye ⋅ Tongliang Liu ⋅ Gang Niu ⋅ Jiancheng Lv

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Rethinking generative image pretraining: How far are we from scaling up next-pixel prediction?

In Poster Session 1

Xinchen Yan ⋅ Chen Liang ⋅ Lijun Yu ⋅ Adams Wei Yu ⋅ Yifeng Lu ⋅ Quoc Le

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Tri-Scale Neural ODEs for Continuous Multi-Omics Disease Modeling

In Poster Session 1

Shohaib Shaffiey ⋅ Massimiliano Pierobon

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning Manifold and Itô Dynamics with Branched Neural Rough Differential Equations

In Poster Session 1

Luke Thompson ⋅ Dai Shi ⋅ Lequan Lin ⋅ Junbin Gao ⋅ Andi Han

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Efficient Learning of Deep State Space Models via Importance Smoothing

In Poster Session 1

John-Joseph Brady ⋅ Nikolas Nüsken ⋅ Yunpeng Li

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Parallel Stochastic Gradient-Based Planning for World Models

In Poster Session 1

Michael Psenka ⋅ Michael Rabbat ⋅ Aditi Krishnapriyan ⋅ Yann LeCun ⋅ Amir Bar

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Anti-Aliasing Matters: A Dynamic Network for Time Series Forecasting

In Poster Session 1

Heng Zhou ⋅ Xin Sun ⋅ Chao LI

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

DropoutTS: Sample-Adaptive Dropout for Robust Time Series Forecasting

In Poster Session 1

Siru Zhong ⋅ Yiqiu Liu ⋅ Zhiqing Cui ⋅ Zezhi Shao ⋅ Fei Wang ⋅ Qingsong Wen ⋅ Yuxuan Liang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

WaveSSM: Multiscale State-Space Models for Non-stationary Signal Attention

In Poster Session 1

Ruben Solozabal ⋅ Velibor Bojkovic ⋅ Hilal AlQuabeh ⋅ Klea Ziu ⋅ Kentaro Inui ⋅ Martin Takac

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

KITE: Knowledge-Guided Probabilistic Modeling for Time Series Forecasting with Exogenous Variables

In Poster Session 1

Hanyin Cheng ⋅ Jingrong Zhou ⋅ Yang Shu ⋅ Chenjuan Guo

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Controlled SDEs for Long-Horizon Motion Generation under Latent Decision Uncertainty

In Poster Session 1

Han Zhang ⋅ Nenggan Zheng

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Dynamic Fractal Mamba: A Neural Renormalization Group Flow for Scale-Invariant Sequence Modeling

In Poster Session 1

Shenglei Fang ⋅ Xianfang Sun ⋅ You Zhou

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Improving the Performance and Learning Stability of Parallelizable RNNs Designed for Ultra-Low Power Applications

In Poster Session 1

Julien Brandoit ⋅ Arthur Fyon ⋅ Damien Ernst ⋅ Guillaume Drion

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

KineFlow: Kinematic Second-Order Flow Matching for Time-Series Forecasting

In Poster Session 1

Haiqi Jiang ⋅ Hui Xiong

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Parametric Prior Mapping Framework for Non-stationary Probabilistic Time Series Forecasting

In Poster Session 1

Jinglin Li ⋅ Jun Tan ⋅ QI Fang ⋅ Ning Gui

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Delving into Non-Exchangeability for Conformal Prediction in Graph-Structured Multivariate Time Series

In Poster Session 1

Ruichao Guo ⋅ Xingyao Han ⋅ Wenshui Luo ⋅ Zhe Liu ⋅ Chen Gong ⋅ Hesheng Wang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Reviving Error Correction in Modern Deep Time-Series Forecasting

In Poster Session 1

Minh Nguyen ⋅ Van Dai Do ⋅ Huu Nguyen ⋅ Dung Nguyen ⋅ Kien Do ⋅ Hung Le

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Dywave: Event-Aligned Dynamic Tokenization for Heterogeneous IoT Sensing Signals

In Poster Session 1

Tomoyoshi Kimura ⋅ Denizhan Kara ⋅ Jinyang Li ⋅ Hongjue Zhao ⋅ Yigong Hu ⋅ Yizhuo Chen ⋅ Xiaomin OUYANG ⋅ Shengzhong Liu ⋅ Tarek Abdelzaher

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

ReAugment: Targeted Few-Shot Time Series Augmentation via Model Zoo-Guided Reinforcement Learning

In Poster Session 1

Haochen Yuan ⋅ Yutong Wang ⋅ Yihong Chen ⋅ Yunbo Wang ⋅ Xiaokang Yang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

GHOST: Unmasking Phantom States in Mamba2 via Grouped Hidden-state Output-aware Selection & Truncation

In Poster Session 1

Michael Menezes ⋅ Anastasios Kyrillidis

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ParalESN: Enabling parallel information processing in Reservoir Computing

In Poster Session 1

Matteo Pinna ⋅ Giacomo Lagomarsini ⋅ Andrea Ceni ⋅ Claudio Gallicchio

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

One Step Forward and K Steps Back: Better Reasoning with Denoising Recursion Models

In Poster Session 1

Chris Cameron ⋅ Wangzheng Wang ⋅ Nikita Ivanov ⋅ Ashmita Bhattacharyya ⋅ Didier Chételat ⋅ Yingxue Zhang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Time-series forecasting through the lens of dynamics

In Poster Session 1

Alexis-Raja Brachet ⋅ Pierre-Yves Richard ⋅ Céline Hudelot

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

MN-Diff: Diffusion Parameterized MoE-NCDE for Continuous Time Series Generation with Irregular Observations

In Poster Session 1

Xu Zhang ⋅ Junwei Deng ⋅ Chang Xu ⋅ Hao Li ⋅ Jiang Bian

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

DITING: A Weak Degradation Listener for Battery Lifetime Early Prediction

In Poster Session 1

Hao Miao ⋅ Ni Zhang ⋅ Zefei Ning ⋅ Li Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Generative Modeling of Irregular Time Series via SDE-Induced Continuous-Discrete Variational Inference

In Poster Session 1

Zexin Yuan ⋅ Qinliang Su ⋅ Junxi Xiao

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Neural Modular Physics for Elastic Simulation

In Poster Session 1

Yifei Li ⋅ Haixu Wu ⋅ Zeyi Xu ⋅ Tuur Stuyck ⋅ Wojciech Matusik

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

On Structured State-Space Duality

In Poster Session 1

Jerry Yao-Chieh Hu ⋅ Xiwen Zhang ⋅ Ali ElSheikh ⋅ Weimin Wu ⋅ Han Liu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Efficient Neural Controlled Differential Equations via Attentive Kernel Smoothing

In Poster Session 1

Egor Serov ⋅ Ilya Kuleshov ⋅ Alexey Zaytsev

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

MIMOMamba: From Scalar Duality to Matrix-Valued Attention

In Poster Session 1

Yanbo Li ⋅ Richard Cornelius Suwandi ⋅ Feng Yin ⋅ Yiyong SUN ⋅ Wei Huang ⋅ Wenqiang Pu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SEER: Transformer-based Robust Time Series Forecasting via Automated Patch Enhancement and Replacement

In Poster Session 1

Xiangfei Qiu ⋅ Xvyuan Liu ⋅ Tianen Shen ⋅ Xingjian Wu ⋅ Hanyin Cheng ⋅ Bin Yang ⋅ Jilin Hu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Functional Equivalence in Attention: A Comprehensive Study with Applications to Linear Mode Connectivity

In Poster Session 1

Viet Hoang Tran ⋅ VINH KHANH BUI ⋅ Van-Hoan Trinh ⋅ Ngoc Tan Lai ⋅ Tan Nguyen

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Why Deep Jacobian Spectra Separate: Depth-Induced Scaling and Singular-Vector Alignment

In Poster Session 1

Nathanaël Haas ⋅ François Gatine ⋅ Augustin Cosse ⋅ Zied Bouraoui

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Decomposing Out-of-Distribution Error in Conditional Flow Matching via Wasserstein Geometry

In Poster Session 1

Long HC Pham

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Branch Scaling Manifests as Implicit Architectural Regularization for Improving Generalization in Overparameterized ResNets

In Poster Session 1

Zixiong Yu ⋅ Guhan Chen ⋅ Jianfa Lai ⋅ Bohan Li ⋅ Songtao Tian

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Over-Alignment vs Over-Fitting: The Role of Feature Learning Strength in Generalization

In Poster Session 1

Taesun Yeom ⋅ Taehyeok Ha ⋅ Jaeho Lee

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Dynamics Reveals Structure: Challenging the Linear Propagation Assumption

In Poster Session 1

Hoyeon Chang ⋅ Bálint Mucsányi ⋅ Seong Joon Oh

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Regularized Discriminative Alignment for Deep Representations under Label Shift

In Poster Session 1

Hengchao Shi ⋅ Boen Jiang ⋅ Guanhua Fang ⋅ Wen Yu ⋅ Ming Zheng

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Understanding Deep Representation Learning via Layerwise Feature Compression and Discrimination

In Poster Session 1

Peng Wang ⋅ Xiao Li ⋅ Can Yaras ⋅ Zhihui Zhu ⋅ Laura Balzano ⋅ Wei Hu ⋅ Qing Qu

[ JMLR]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Approximate Equivariance via Projection-Based Regularisation

In Poster Session 1

Torben Berndt ⋅ Jan Stuehmer

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Size Transferability of Graph Convolutional Networks across Sparsity: A Generalized Graphon Perspective

In Poster Session 1

Qinji Shu ⋅ Hang Sheng ⋅ Feng Ji ⋅ Hui Feng ⋅ Bo Hu

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Rethinking Convergence in MoE Training: The Role of Routing Sparsity

In Poster Session 1

Weihao Zhu ⋅ Long Shi ⋅ Kang Wei ⋅ Zhe Wang ⋅ Yipeng Zhou ⋅ Haixia Zhang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Low-dimensional topology of deep neural networks

In Poster Session 1

Junyu Ren ⋅ Lek-Heng Lim

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

An Algebraic View of the Expressivity of Recurrent Language Models

In Poster Session 1

Franz Nowak ⋅ Reda Boumasmoud ⋅ Ryan Cotterell

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Exploiting weight-space symmetries for approximating curvature

In Poster Session 1

Artem Artemev ⋅ Rui Xia ⋅ Benjamin M. Boyd ⋅ Youjing Yu ⋅ Felix Dangel ⋅ Guillaume Hennequin ⋅ Alberto Bernacchia

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Narrowing the ANN–SNN Gap for 1D Signal Classification with Multi-Scale Temporal Encoding and Sparsity-Regularized Transform Encoding

In Poster Session 1

Qi Sun ⋅ Yulei Huang ⋅ Zhen Cao ⋅ Biao Hou

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Efficient Learning of Compositional Targets with Hierarchical Spectral Methods

In Poster Session 1

Hugo Tabanelli ⋅ Yatin Dandi ⋅ Luca Pesce ⋅ FLORENT KRZAKALA

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Weak-to-Strong Generalization via Bregman Bias–Variance Decomposition

In Poster Session 1

Gengze Xu ⋅ Wei Yao ⋅ Ziqiao Wang ⋅ Yong Liu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Operationalizing the Superficial Alignment Hypothesis via Task Complexity

In Poster Session 1

Tomás Vergara Browne ⋅ Darshan Patil ⋅ Ivan Titov ⋅ Siva Reddy ⋅ Tiago Pimentel ⋅ Marius Mosbach

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Explaining Data Mixing Scaling Laws

In Poster Session 1

Rui Dai ⋅ SHURAN ZHENG

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Transformers Provably Learn Algorithmic Solutions for Graph Connectivity, But Only with the Right Data

In Poster Session 1

Qilin Ye ⋅ Deqing Fu ⋅ Robin Jia ⋅ Vatsal Sharan

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Magnitude Distance: A Geometric Measure of Dataset Similarity

In Poster Session 1

Sahel Torkamani ⋅ Henry Gouk ⋅ Rik Sarkar

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Gradient Flow Dynamics and Implicit Bias of Diagonal Linear Networks under Infinitesimal Initialization

In Poster Session 1

Jiajie Zhao ⋅ Jianxing Wang ⋅ Junjie Yang ⋅ Zhiwei Bai ⋅ Yaoyu Zhang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Optimal Self-Consistency for Efficient Reasoning with Large Language Models

In Poster Session 1

Austin Feng ⋅ Marius Alonso ⋅ Ambroise Odonnat ⋅ Vasilii Feofanov ⋅ Ievgen Redko

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

When less gives more: bias from small dataset can speed up training

In Poster Session 1

Jingwen Liu ⋅ Ezra Edelman ⋅ Surbhi Goel ⋅ Bingbin Liu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Dichotomy of Feature Learning and Unlearning: Fast-Slow Analysis on Neural Networks with Stochastic Gradient Descent

In Poster Session 1

Shota Imai ⋅ Sota Nishiyama ⋅ Masaaki Imaizumi

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

The Implicit Bias of Depth: From Neural Collapse to Softmax Codes

In Poster Session 1

Connall Garrod ⋅ Jonathan Keating ⋅ Christos Thrampoulidis

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

$\mathcal{O}(\log N)$ Latent Dimension Suffices for Universal Approximation of Permutation-invariant Function

In Poster Session 1

Min ZHOU ⋅ Enming Liang ⋅ Minghua Chen

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning to Approximate Uniform Facility Location via Graph Neural Networks

In Poster Session 1

Chendi Qian ⋅ Christopher Morris ⋅ Stefanie Jegelka ⋅ Christian Sohler

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Pruning at Initialisation through the lens of Graphon Limit: Convergence, Expressivity, and Generalisation

In Poster Session 1

Hoang Pham ⋅ The-Anh Ta ⋅ Long Tran-Thanh

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Spectral Reach: Understanding Neural Scaling through Kernel Alignment Dynamics

In Poster Session 1

Konstantin Nikolaou ⋅ Jonas Scheunemann ⋅ Sven Krippendorf ⋅ Samuel Tovey ⋅ Christian Holm

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Partitioning for Intrinsic Model Inversion Resistance in Collaborative Inference

In Poster Session 1

Rongke Liu ⋅ Youwen Zhu ⋅ Lei Zhou ⋅ Zhang Xianglong ⋅ Dong Wang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Possibilistic Predictive Uncertainty for Deep Learning

In Poster Session 1

Yao Ni ⋅ Jeremie Houssineau ⋅ Yew Soon ONG ⋅ Piotr Koniusz

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Sampled hard labels from sparse targets mislead rotation invariant algorithms

In Poster Session 1

Avrajit Ghosh ⋅ Bin Yu ⋅ Manfred Warmuth ⋅ Peter Bartlett

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

How Does the Pretraining Distribution Shape In-Context Learning? A Fundamental Trade-Off

In Poster Session 1

Waïss Azizian ⋅ Ali Hasan

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

SynGR: Unleashing the Potential of Cross-Modal Synergy for Generative Recommendation

In Poster Session 1

Wei Chen ⋅ Xingyu Guo ⋅ Shuang Li ⋅ Fuwei Zhang ⋅ Meng Yuan ⋅ Jing Fan ⋅ Zhao Zhang ⋅ deqing wang ⋅ Fuzhen Zhuang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Causal Discovery for Irregularly Time Series with Consistency Guarantees

In Poster Session 1

Weihong Li ⋅ Baohong Li ⋅ Anpeng Wu ⋅ Zhihan Li ⋅ Ming Ma ⋅ Kun Kuang ⋅ Keting Yin

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Towards Completeness in Causal Discovery from Soft Interventions with Known Targets

In Poster Session 1

Zihan Zhou ⋅ Murat Kocaoglu

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning General Causal Structures with Hidden Dynamic Process for Climate Analysis

In Poster Session 1

Minghao Fu ⋅ Biwei Huang ⋅ Zijian Li ⋅ Yujia Zheng ⋅ Ignavier Ng ⋅ Guangyi Chen ⋅ Yingyao Hu ⋅ Kun Zhang

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

CauScale: Neural Causal Discovery at Scale

In Poster Session 1

Bo Peng ⋅ Sirui Chen ⋅ Jiaguo Tian ⋅ Yu Qiao ⋅ Chaochao Lu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Test-Time Learning of Causal Structure from Interventional Data

In Poster Session 1

Wei Chen ⋅ Rui Ding ⋅ Huang Bojun ⋅ Yuxuan Liang ⋅ Yang Zhang ⋅ Qiang Fu ⋅ Shi Han ⋅ Dongmei Zhang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Causal Effect Identifiability in the Presence of Latent Confounders Without Auxiliary Variables

In Poster Session 1

Xiu-Chuan Li ⋅ James Kwok ⋅ Jiaxian Guo ⋅ Tongliang Liu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Partial Identification under High-Dimensional Potential Outcomes and Confounders via Optimal Transport

In Poster Session 1

Yunfeng Wang ⋅ Zhiheng Zhang ⋅ Zijun Gao

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Causal Representation Learning with Optimal Compression and Complex Treatments

In Poster Session 1

Wanting Liang ⋅ Haoang Chi ⋅ Zhiheng Zhang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Frequentist Consistency of Prior-Data Fitted Networks for Causal Estimation

In Poster Session 1

Valentyn Melnychuk ⋅ Vahid Balazadeh ⋅ Stefan Feuerriegel ⋅ Rahul G. Krishnan

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Global Directional Priors with Local Statistical Validation for Scalable Causal Discovery

In Poster Session 1

Wei Yuan ⋅ Zixuan Shao ⋅ Shuhui Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Local Covariate Selection for Average Causal Effect Estimation without Pretreatment and Causal Sufficiency Assumptions

In Poster Session 1

Zeyu Liu ⋅ Zheng Li ⋅ Feng Xie ⋅ Yan Zeng ⋅ Hao Zhang ⋅ Kun Zhang

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Hierarchical Causal Abduction: A Foundation Framework for Explainable Model Predictive Control

In Poster Session 1

Ramesh Arvind Naagarajan ⋅ Zühal Wagner ⋅ Stefan Streif

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Dissecting Causal Mechanism Shifts via FANS: Function And Noise Separation

In Poster Session 1

Gyeongdeok Seo ⋅ Jaeyoon Shim ⋅ Mingyu Kim ⋅ Hoyoon Byun ⋅ Yonghan Jung ⋅ Kyungwoo Song

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Causal Identification from Counterfactual Data: Completeness and Bounding Results

In Poster Session 1

Arvind Raghavan

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

TRACE: Trajectory Recovery for Continuous Mechanism Evolution in Causal Representation Learning

In Poster Session 1

Shicheng Fan ⋅ Kun Zhang ⋅ Lu Cheng

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Identifying Partially Observed Causal Models from Heterogeneous/Nonstationary Data

In Poster Session 1

Xinshuai Dong ⋅ Haoyue Dai ⋅ Ignavier Ng ⋅ Peter Spirtes ⋅ Kun Zhang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Linear Causal Representation Learning by Topological Ordering, Pruning, and Disentanglement

In Poster Session 1

Hao Chen ⋅ Lin Liu ⋅ Yu Guang Wang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

PACER: Acyclic Causal Discovery from Large-scale Interventional Data

In Poster Session 1

Ramon Viñas Torné ⋅ Sílvia Fàbregas Salazar ⋅ Soyon Park ⋅ Ivo Alexander Ban ⋅ Artyom Gadetsky ⋅ Nikita Doikov ⋅ Maria Brbic

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Skewness-Robust Causal Discovery in Location-Scale Noise Models

In Poster Session 1

Daniel Klippert ⋅ Alexander Marx

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Towards a Holistic Understanding of Selection Bias for Causal Effect Identification

In Poster Session 1

Yiwen (Evie) Qiu ⋅ Filip Kovačević ⋅ Shimeng Huang ⋅ Peter Spirtes ⋅ Francesco Locatello

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: VLM Causal Reasoning Benchmarks Should Probe Temporal Understanding, Not Presume It

In Poster Session 1

Chinh Hoang ⋅ Mohammad Hasan

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

The Abstraction Gap in Vision-Language Causal Reasoning

In Poster Session 1

Chinh Hoang ⋅ Mohammad Hasan

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

When More Experts Hurt: Underfitting in Multi-Expert Learning to Defer

In Poster Session 1

Shuqi Liu ⋅ Yuzhou Cao ⋅ Lei Feng ⋅ Bo An ⋅ Luke Ong

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Advancing Analytic Class-Incremental Learning through Vision-Language Calibration

In Poster Session 1

Binyu Zhao ⋅ Wei ZHANG ⋅ Xingrui Yu ⋅ Zhaonian Zou ⋅ Ivor Tsang

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Beyond Accuracy and Complexity: The Effective Information Criterion for Structurally Stable Symbolic Regression

In Poster Session 1

Zihan Yu ⋅ Guanren Wang ⋅ Jingtao Ding ⋅ Huandong Wang ⋅ Yong Li

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Federated Data and Feature Selection by Generalized CUR Decomposition

In Poster Session 1

Yingpeng Tang ⋅ Zhuang Qi ⋅ Xiaoli Tang ⋅ Wei Zhuo ⋅ Sheng-Jun Huang ⋅ Han Yu

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Learning to Rank by Directly Optimizing Full-Order Probabilities

In Poster Session 1

Yongxiang Tang ⋅ Chao Wang ⋅ Jincheng Lu ⋅ Yanhua Cheng ⋅ Xialong Liu ⋅ Peng Jiang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

FedReLa: Imbalanced Federated Learning via Re-Labeling

In Poster Session 1

Guangzheng Hu ⋅ Patricia Menendez Galvan ⋅ Feng Liu ⋅ Mingming Gong ⋅ Guanghui Wang ⋅ Liuhua Peng

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

On the Power of Statistics in Class-Incremental Learning with Pretrained Models

In Poster Session 1

Zhiwen Cao ⋅ Yanfeng Li ⋅ Shudong Huang ⋅ Yalan Ye ⋅ Shuyin Xia ⋅ Yi Wang ⋅ Jiancheng Lv

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Uncovering the Gradient Geometry of Long CoT: A Spectral-guided Approach to Reasoning Distillation

In Poster Session 1

Sinan Fan ⋅ Xiaofeng Sun ⋅ Chen Shen ⋅ Chenxi Huang ⋅ Shaotian Yan ⋅ Bing Wang ⋅ kaiyuan liu ⋅ Xiaosong Yuan ⋅ Liang Xie ⋅ Wenxiao Wang ⋅ Jun Zhang ⋅ Hongyang Chen ⋅ Jieping Ye

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Likelihood over Estimation: Robust Quadratic Discriminant Analysis for Heavy-Tailed Distributions with Theory and Evidence

In Poster Session 1

Niranjana Ambadi ⋅ eugene pinsky

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

LassoFlexNet: a Flexible Neural Architecture for Tabular Data

In Poster Session 1

Kry Yik Chau Lui ⋅ Cheng Chi ⋅ Kishore Basu ⋅ Yanshuai Cao

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Trustworthy Federated Label Distribution Learning under Annotation Quality Disparity

In Poster Session 1

Junxiang Wu ⋅ Zhiqiang Kou ⋅ Hongwei Zeng ⋅ Wenke Huang ⋅ Biao Liu ⋅ Hanlin Gu ⋅ Yuheng Jia ⋅ Di Jiang ⋅ Yang Liu ⋅ Xin Geng

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

PINE: Pruning Boosted Tree Ensembles with Conformal In-Distribution Prediction Equivalence

In Poster Session 1

Haruki Yajima ⋅ Yusuke Matsui

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Beyond Magnitude: Scale-Invariant Evidential Fusion for Multi-View Classification

In Poster Session 1

Wei Liu ⋅ Yufei Chen ⋅ Jie Shi ⋅ Xiaodong Yue

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Trust Functions: Near Lossless Weak-to-Strong Generalization by Learning to Trust the Weak Teacher

In Poster Session 1

Arda Uzunoglu ⋅ Alvin Zhang ⋅ Daniel Khashabi

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

FairMerging: Rethinking Model Merging through the Lens of Fairness

In Poster Session 1

Bing Liu ⋅ Xinrui Shan ⋅ Boyu Zhang ⋅ Qiankun Zhang ⋅ Bin Yuan ⋅ Wang ⋅ Xianjun Deng

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

ECA: Efficient Continual Alignment for Open-Ended Image-to-Text Generation.

In Poster Session 1

Jiangtao Kong ⋅ Peijun Zhao ⋅ Chun-Fu (Richard) Chen ⋅ Youngwook Do ⋅ Shaohan Hu ⋅ Tianyi Zhou ⋅ Huajie Shao

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Sketch-Based Low-Rank Model Merging with Shared Circulant Transforms

In Poster Session 1

Zhiming Zhang ⋅ Rong Yin ⋅ Xiaoshuai Hao ⋅ Hansong Zhang ⋅ Hao Peng ⋅ Yong Liu ⋅ Can Ma ⋅ Dan Meng

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

AlignedNorm: Prompting Vision–Language Models via Coupled Prompt Field

In Poster Session 1

Qi Ma ⋅ Chen-Yang Wang ⋅ Dehong Gao ⋅ Deng-Ping Fan

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Revisiting the Role of Pretrained Weights in Model Merging: On Near-Optimality within the Core Subspace

In Poster Session 1

Wenju Sun ⋅ Qingyong Li ⋅ Tiancheng Li ⋅ Yangliao Geng ⋅ Albert Boyang Li

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Symbiosis-Inspired Knowledge Distillation for Incremental Object Detection

In Poster Session 1

Mingyue Zeng ⋅ De Cheng ⋅ Zhipeng Xu ⋅ Huaijie Wang ⋅ Nannan Wang ⋅ Xinbo Gao

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Multi-Task Bayesian In-Context Learning

In Poster Session 1

Qingyang Zhu ⋅ Eric Oermann ⋅ Kyunghyun Cho

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Transporting Task Vectors across Different Architectures without Training

In Poster Session 1

Filippo Rinaldi ⋅ Aniello Panariello ⋅ Giacomo Salici ⋅ Angelo Porrello ⋅ Simone Calderara

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

The Geometry of Updates: Fisher Alignment at Vocabulary Scale

In Poster Session 1

John Sweeney

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Orthogonal Model Merging

In Poster Session 1

Sihan Yang ⋅ Kexuan Shi ⋅ Weiyang Liu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Merge to Remember: Sharpness-Aware Isotropic Merging for Continual Learning

In Poster Session 1

Qun Yang ⋅ Enneng Yang ⋅ Li Shen ⋅ Wei Chen ⋅ Long Lan

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Fine-Tune Once, Reuse Across Models: Bayesian Task-Update Factors and Approximations

In Poster Session 1

Siyang Guo ⋅ Junbo Wang ⋅ Zibin Zheng

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic

In Poster Session 1

Yifei He ⋅ Yuzheng Hu ⋅ Yong LIN ⋅ Tong Zhang ⋅ Han Zhao

[ URL] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Saliency-Aware Model Merging

In Poster Session 1

Jungin Park ⋅ Jiyoung Lee ⋅ Kwanghoon Sohn

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

OPIC: Enhancing Language Model Merging via Optimizing In-Context Capability

In Poster Session 1

Jie He ⋅ Chao Chen ⋅ Weidong Bao ⋅ Zhengyi Zhong ⋅ Shuai Zhang ⋅ Ji Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

When Shared Knowledge Hurts: Spectral Over-Accumulation in Model Merging

In Poster Session 1

Yayuan Li ⋅ Ze Peng ⋅ Jian Zhang ⋅ Jintao Guo ⋅ Yue Duan ⋅ Yinghuan Shi

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SyMerge: From Non-Interference to Synergistic Merging via Single-Layer Adaptation

In Poster Session 1

Aecheon Jung ⋅ Seunghwan Lee ⋅ Dongyoon Han ⋅ Sungeun Hong

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Unlocking the Potential of Continual Model Merging: An ODE Perspective

In Poster Session 1

Lihong Lin ⋅ Haidong Kang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Component-Wise Composite Likelihood Distillation for Censored Time-to-Event Data

In Poster Session 1

Feiyang Deng ⋅ Lingfeng Luo ⋅ Jiayu Zhou ⋅ Kevin He

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Distilling Task-Level Coordination Policies for Generalizable Multi-Agent Cooperation

In Poster Session 1

Zimo Zhai ⋅ Manjie Xu ⋅ Wei Liang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

CE$^4$L: Continual Ego, Exo, and Ego-Exo Learning

In Poster Session 1

Hongwei Yan ⋅ Kanglei Zhou ⋅ Yuchen Liu ⋅ Qingyu Shi ⋅ Yi Zhong ⋅ Liyuan Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Convergence Rate of the Last Iterate of Stochastic Proximal Algorithms

In Poster Session 1

Kevin Kurian Thomas Vaidyan ⋅ Michael Friedlander ⋅ Ahmet Alacaoglu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Strategy-Aware Optimization Modeling with Reasoning LLMs

In Poster Session 1

Ruiqing Zhao ⋅ Fengzhi Li ⋅ Yuan Zuo ⋅ Rui Liu ⋅ YanSong Liu ⋅ Yunfei Ma ⋅ Fanyu Meng ⋅ JUNLAN FENG

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Near-Optimal Convergence of Accelerated Gradient Methods under Generalized and $(L_0,L_1)$-Smoothness

In Poster Session 1

Alexander Tyurin

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Hyperparameter Transfer Laws for Non-Recurrent Multi-Path Neural Networks

In Poster Session 1

Haosong Zhang ⋅ Shenxi Wu ⋅ Xingjian Ma ⋅ Shirui Bian ⋅ Yichi Zhang ⋅ Xi Chen ⋅ Wei Lin

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Decision-Focused Learning via Tangent-Space Projection of Prediction Error

In Poster Session 1

Junhyeong Lee ⋅ Sangjin Jin ⋅ Yongjae Lee

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Threshold-Guided Optimization for Visual Generative Models

In Poster Session 1

Jinbin Bai ⋅ Yu Lei ⋅ Qingyu Shi ⋅ Aosong Feng ⋅ Yi Xin ⋅ Zhuoran Zhao ⋅ Fei Shen ⋅ Kaidong Yu ⋅ Xiangtai Li

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Beyond the Bellman Recursion: A Pontryagin-Guided Framework for Non-Exponential Discounting

In Poster Session 1

Hojin Ko ⋅ Jeonggyu Huh

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Adapting to Evolving Graphs: A Scalable Framework for Dynamic Coarsening

In Poster Session 1

Abhishek Gupta ⋅ Manoj Kumar ⋅ Sarthak Singh ⋅ Ujjwal Yadav ⋅ Yifan Sun ⋅ Sandeep Kumar

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Why Do We Need Warm-up? A Theoretical Perspective

In Poster Session 1

Foivos Alimisis ⋅ Rustem Islamov ⋅ Aurelien Lucchi

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Lower Bounds for Frank-Wolfe on Strongly Convex Sets

In Poster Session 1

Jannis Halbey ⋅ Daniel Deza ⋅ Max Zimmer ⋅ Christophe Roux ⋅ Bartolomeo Stellato ⋅ Sebastian Pokutta

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Trainable Nonexpansive Denoisers for Contractive Image Reconstruction

In Poster Session 1

Arghya Sinha ⋅ Aditya Banerjee ⋅ Trishit Mukherjee ⋅ Kunal Narayan Chaudhury

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Constructing Industrial-Scale Optimization Modeling Benchmark

In Poster Session 1

Zhong Li ⋅ Hongliang Lu ⋅ Tao Wei ⋅ Wenyu Liu ⋅ Yuxuan Chen ⋅ Yuan LAN ⋅ Fan Zhang ⋅ Zaiwen Wen

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SOLAR for Offline MARL: Plateau-Triggered Potential Shaping under World-Model Uncertainty

In Poster Session 1

Jusheng Zhang ⋅ Yijia Fan ⋅ Ruiqi Chen ⋅ Jing Yang ⋅ Ziliang Chen ⋅ Yongsen Zheng ⋅ Yanxi Chen ⋅ Jian Wang ⋅ Kwok Yan Lam ⋅ Liang Lin ⋅ Keze Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Complexity of Decentralized Optimization with Mixed Affine Constraints

In Poster Session 1

Demyan Yarmoshik ⋅ Nhat Trung Nguyen ⋅ Alexander Rogozin ⋅ Alexander Gasnikov

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Adaptive Momentum and Nonlinear Damping for Neural Network Training

In Poster Session 1

Aikaterini Karoni ⋅ Rajit Rajpal ⋅ Benedict Leimkuhler ⋅ Gabriel Stoltz

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Mirror Descent Under Generalized Smoothness

In Poster Session 1

Dingzhi Yu ⋅ Wei Jiang ⋅ Hongyi Tao ⋅ Yuanyu Wan ⋅ Lijun Zhang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Design Linear Constrained Neural Layers with Implicit Convex Optimization

In Poster Session 1

Junchi Yan ⋅ Liangliang Shi ⋅ Jiaxi Liu ⋅ Fangyuan Zhou ⋅ Wenzheng Pan ⋅ Zhongteng Gui ⋅ Yihui Tu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Draft-and-Audit Reinforcement Learning for Optimization Modeling

In Poster Session 1

Zeping Min ⋅ Weihang Xu ⋅ Zhengzhong You ⋅ Wotao Yin ⋅ Xinshang Wang

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Decision-focused Sparse Tangent Portfolio Optimization

In Poster Session 1

Haeun Jeon ⋅ Seunghoon Choi ⋅ Hyunglip Bae ⋅ Yongjae Lee ⋅ Woo Chang Kim

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

From Muon to Gluon: Bridging Theory and Practice of LMO-based Optimizers for LLMs

In Poster Session 1

Artem Riabinin ⋅ Egor Shulgin ⋅ Kaja Gruntkowska ⋅ Peter Richtarik

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

FOAM: Frequency and Operator-Error Based Adaptive Damping Method for Reducing Staleness-Oriented Error for Shampoo

In Poster Session 1

Kyunghun Nam ⋅ Sumyeong Ahn

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Distributionally Robust Set Representation Learning Under Inference-Time Element Corruption

In Poster Session 1

Yankai Chen ⋅ Hanrong Zhang ⋅ Bowei He ⋅ Philip Yu ⋅ Xue Liu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Rethinking Neural Network Learning Rates: A Stackelberg Perspective

In Poster Session 1

Sihan Zeng ⋅ Sujay Bhatt ⋅ Sumitra Ganesh

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Inconsistency-Aware Minimization: Improving Generalization with Unlabeled Data

In Poster Session 1

Hee-Sung Kim ⋅ Hyeonseong Kim ⋅ Sungyoon Lee

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Non-Parametric Optimization for Scalable Learning in Stochastic Decision Problems

In Poster Session 1

Mohsen Amidzade ⋅ Lauri Viitasaari ⋅ Mario Di Francesco

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Optimal Transport–Guided Stochastic Control for Graph Combinatorial Optimization

In Poster Session 1

Yang Huang ⋅ Yifan Zhang ⋅ Jian Cheng

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Preference-Modulated Structural Attention for Multi-Objective Combinatorial Optimization

In Poster Session 1

Rongsheng Jia ⋅ Yifan Zhang ⋅ Jun Zhang ⋅ Jian Cheng

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

PACE: Proactive Agent-Level Admission Control for Efficient Agentic Batch Inference

In Poster Session 1

Qiaoling Chen ⋅ Zhisheng Ye ⋅ Tian Tang ⋅ Peng Sun ⋅ Boyu Tian ⋅ Guoteng Wang ⋅ Shenggui Li ⋅ Zhenhua Han ⋅ Yonggang Wen ⋅ Tianwei Zhang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Online Linear Programming for Multi-Objective Routing in LLM Serving

In Poster Session 1

Zixi Chen ⋅ Yinyu Ye ⋅ Zijie Zhou

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Mitigating Staleness in Asynchronous Pipeline Parallelism via Basis Rotation

In Poster Session 1

Hyunji Jung ⋅ Sungbin Shin ⋅ Namhoon Lee

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

scDataset: Scalable Data Loading for Deep Learning on Large-Scale Single-Cell Omics

In Poster Session 1

Davide DAscenzo ⋅ Sebastiano Cultrera di Montesano

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

HO-SFL: Hybrid-Order Split Federated Learning with Backprop-Free Clients and Dimension-Free Aggregation

In Poster Session 1

Qiyuan Chen ⋅ Xian Wu ⋅ Yi Wang ⋅ Xianhao Chen

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Delayed Momentum Aggregation: Communication-efficient Byzantine-robust Federated Learning with Partial Participation

In Poster Session 1

Kaoru Otsuka ⋅ Yuki Takezawa ⋅ Makoto Yamada

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

A Tight Theory of Error Feedback Algorithms in Distributed Optimization

In Poster Session 1

Daniel Berg Thomsen ⋅ Adrien Taylor ⋅ Aymeric Dieuleveut

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

OServe: Accelerating LLM Serving via Spatial-Temporal Workload Orchestration

In Poster Session 1

Youhe Jiang ⋅ Fangcheng Fu ⋅ Taiyi Wang ⋅ Guoliang HE ⋅ Eiko Yoneki

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

HybridFlow: Resource-Adaptive Subtask Routing for Efficient Edge-Cloud LLM Inference

In Poster Session 1

Jiangwen Dong ⋅ Jiayu Li ⋅ Tianhang Zheng ⋅ Wanyu LIN

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

FedQueue: Queue-Aware Federated Learning for Cross-Facility HPC Training

In Poster Session 1

Yijiang Li ⋅ Emon Dey ⋅ Zilinghan Li ⋅ Krishnan Raghavan ⋅ Ravi Madduri ⋅ Kibaek Kim

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

High-Probability Convergence Guarantees of Decentralized SGD

In Poster Session 1

Aleksandar Armacki ⋅ Ali Sayed

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Breaking the Capacity Bottleneck in Model-Heterogeneous Federated Learning via Gradual Model Restoration

In Poster Session 1

Chengjie Ma ⋅ Seungeun Oh ⋅ Jihong Park ⋅ Seong-Lyun Kim

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Clipping Makes Distributed and Federated Asynchronous SGD Robust to Stragglers

In Poster Session 1

Samuel Erickson ⋅ Mikael Johansson

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

One-Step Gradient Delay is Not a Barrier for Large-Scale Asynchronous Pipeline Parallel LLM Pretraining

In Poster Session 1

Philip Zmushko ⋅ Egor Petrov ⋅ Nursultan Abdullaev ⋅ Khrushchev Mikhail ⋅ Samuel Horváth

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

FAB: A First-Order AB-based Gradient Algorithm for Distributed Bilevel Optimization over Time-Varying Directed Graphs

In Poster Session 1

Yaoshuai Ma ⋅ Xiao Wang ⋅ Wei Yao ⋅ Jin Zhang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Robust Federated Learning Against Adaptive Compression

In Poster Session 1

Wenjing Yan ⋅ Xiangyu Zhong ⋅ Angela Yingjun Zhang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Improved Analysis of the Accelerated Noisy Power Method with Applications to Decentralized PCA

In Poster Session 1

Pierre Aguié ⋅ Mathieu Even ⋅ Laurent Massoulié

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Position: LLM Serving Needs Mathematical Optimization and Algorithmic Foundations, Not Just Heuristics

In Poster Session 1

Zijie Zhou

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

FedCDWA: Decoupled Federated Prototype Distillation with Hierarchical Wasserstein Aggregation

In Poster Session 1

Zhenshen Liu ⋅ Kai Fan ⋅ Wenjie Li ⋅ Kuan Zhang ⋅ HUI LI ⋅ Yintang Yang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Bottleneck Communication Delay Minimization for Communication-Efficient Decentralized Learning

In Poster Session 1

Nozomi Hata ⋅ Kenta Niwa

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

ScaleSim: Serving Large-Scale Multi-Agent Simulation with Invocation Distance-Based Memory Management

In Poster Session 1

Zaifeng Pan ⋅ Yipeng Shen ⋅ Zhengding Hu ⋅ Zhuang Wang ⋅ Aninda Manocha ⋅ Zheng Wang ⋅ zhongkai yu ⋅ Yue Guan ⋅ Yufei Ding

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Row-stochastic matrices can provably outperform doubly stochastic matrices in decentralized learning

In Poster Session 1

Bing Liu ⋅ Boao Kong ⋅ Limin Lu ⋅ Kun Yuan ⋅ Chengcheng Zhao

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Matrix-Free GPU Semidefinite Programming for Quantum Ordered Search at the k=6 Frontier

In Poster Session 1

Yancheng Wu ⋅ Huikang Liu ⋅ Wenzhi Gao ⋅ Yuexin Su ⋅ Tongyang Li ⋅ Dongdong Ge ⋅ Yinyu Ye

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

UB-SMoE: Universally Balanced Sparse Mixture-of-Experts for Resource-adaptive Federated Fine-tuning of Foundation Models

In Poster Session 1

Van-Tuan Tran ⋅ Hong-Hanh Nguyen-Le ⋅ Merim Dzaferagic ⋅ Marco Ruffini

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Factored Gossip DiLoCo: Reducing Blocking Communication within DiLoCo

In Poster Session 1

Chamin Hewa Koneputugodage ⋅ Thalaiyasingam Ajanthan ⋅ Sameera Ramasinghe ⋅ Hadi Mohaghegh Dolatabadi ⋅ Shamane Siriwardhana ⋅ Gil Avraham ⋅ Violetta Shevchenko ⋅ Karol Pajak ⋅ James Snewin ⋅ Alexander Long

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

HexGen-3: A Fully Disaggregated LLM Serving Framework with Fine-Grained Heterogeneous Resource Autoscaling

In Poster Session 1

Youhe Jiang ⋅ Wenshuang Li ⋅ You Peng ⋅ Jintao Zhang ⋅ Ran Yan ⋅ Jianfei Chen ⋅ Xu Han ⋅ Fangcheng Fu ⋅ Binhang Yuan

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

On the Role of Batch Size in Stochastic Conditional Gradient Methods

In Poster Session 1

Rustem Islamov ⋅ Roman Machacek ⋅ Aurelien Lucchi ⋅ Antonio Silveti-Falls ⋅ Eduard Gorbunov ⋅ Volkan Cevher

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Position: Federated Learning is a Lens towards a Democratized Future for the Scaling Law Era

In Poster Session 1

Harry Jiang ⋅ Baris Askin ⋅ Gauri Joshi ⋅ Carlee Joe-Wong

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

DistFlow: A Fully Distributed RL Framework for Scalable and Efficient LLM Post-Training

In Poster Session 1

zhixin wang ⋅ Jiaming Xu ⋅ Tianyi Zhou ⋅ Mingjun Zhang ⋅ Liming Liu ⋅ JiaruiHu ⋅ Dian Yang ⋅ TongYu Wang ⋅ Ping Zhang ⋅ Jinlong Hou ⋅ Siyuan Feng ⋅ Yuan Cheng ⋅ Yuan Qi

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Joint Model and Data Sparsification via the Marginal Likelihood

In Poster Session 1

Alexander Timans ⋅ Thomas Moellenhoff ⋅ Christian Andersson Naesseth ⋅ Mohammad Emtiyaz Khan ⋅ Eric Nalisnick

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Betting on Predictions

In Poster Session 1

Yaniv Tenzer ⋅ Elad Tolochinksy ⋅ Yaniv Romano

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

MIRA: A Score for Conditional Distribution Accuracy and Model Comparison

In Poster Session 1

Sammy Sharief ⋅ Justine Zeghal ⋅ Gabriel Missael Barco ⋅ Pablo Lemos ⋅ Yashar Hezaveh ⋅ Laurence Perreault-Levasseur

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Fast and Expressive Multi-Byte Prediction with Probabilistic Circuits

In Poster Session 1

Andreas Grivas ⋅ Lorenzo Loconte ⋅ Emile van Krieken ⋅ Piotr Nawrot ⋅ Yu Zhao ⋅ Euan Wielewski ⋅ Pasquale Minervini ⋅ Edoardo Ponti ⋅ Antonio Vergari

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: Predictive Uncertainty Is Not Enough -- Joint Distribution for Full Uncertainty Representation

In Poster Session 1

Adria Aldoma ⋅ Unai Gurbindo ⋅ Axel Brando

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

A Queueing-Theoretic Framework for Stability Analysis of LLM Inference with KV Cache Memory Constraints

In Poster Session 1

Chengyi Nie ⋅ Nian Si ⋅ Zijie Zhou

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Latent Guided Sampling for Combinatorial Optimization

In Poster Session 1

Sobihan Surendran ⋅ Adeline Fermanian ⋅ Sylvain Le Corff

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Testing For Distribution Shifts with Conditional Conformal Test Martingales

In Poster Session 1

Shalev Shaer ⋅ Yarin Bar ⋅ Drew Prinster ⋅ Yaniv Romano

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Copula-SVI: Vine-Copula Variational Inference for Instance-Level Correlation Capturing

In Poster Session 1

Junxi Xiao ⋅ Qinliang Su

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Split Group Knockoffs: Controlling False Discovery Rate in Transformational Group Sparsity

In Poster Session 1

Siqi Chen ⋅ Yachen Gao ⋅ Yanwei Fu ⋅ Xinwei Sun

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Expectation Consistency Loss: Rethink Confidence Calibration under Covariate Shift

In Poster Session 1

Jinzong Dong ⋅ Zhaohui Jiang ⋅ Bo Yang

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Variational Learning for Insertion-based Generation

In Poster Session 1

Yangtian Zhang ⋅ Zhe Wang ⋅ Arthur Gretton ⋅ ZHITAO YING ⋅ David van Dijk ⋅ Michalis Titsias ⋅ Jiaxin Shi

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

An Efficient Joint Learning Approach for Item Response Theory

In Poster Session 1

Tanish Agarwal ⋅ Kaustubh Shejole ⋅ Arpit Agarwal

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Should I Have Expressed a Different Intent? Counterfactual Generation for LLM-Based Autonomous Control

In Poster Session 1

Amirmohammad Farzaneh ⋅ Salvatore D'oro ⋅ Osvaldo Simeone

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Extending Prediction-Powered Inference through Conformal Prediction

In Poster Session 1

Daniel Csillag ⋅ Pedro Dall’Antonia ⋅ Claudio Struchiner ⋅ Guilherme Tegoni Goedert

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

De-Linearizing Agent Traces: Bayesian Inference of Latent Partial Orders for Efficient Execution

In Poster Session 1

Dongqing Li ⋅ Zheqiao Cheng ⋅ Geoff Nicholls ⋅ Quyu Kong

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Noisy-Channel Minimum Bayes Risk Decoding

In Poster Session 1

Yusuke Sakai ⋅ Hidetaka Kamigaito ⋅ Taro Watanabe

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Variational Learning of Disentangled Representations

In Poster Session 1

Yuli Slavutsky ⋅ Ozgur Beker ⋅ David Blei ⋅ Bianca Dumitrascu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Predictable Compression Failures: Order Sensitivity and Information Budgeting for Evidence-Grounded Binary Adjudication

In Poster Session 1

Leon Chlon ⋅ Ahmed Karim ⋅ MarcAntonio Awada

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

VERA-V: Variational Inference Framework for Jailbreaking Vision-Language Models

In Poster Session 1

Qilin Liao ⋅ Anamika Lochab ⋅ Ruqi Zhang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Mitigating Bias in Locally Constrained Decoding via Tractable Proposals

In Poster Session 1

Meihua Dang ⋅ Linxin Song ⋅ Honghua Zhang ⋅ Jieyu Zhao ⋅ Guy Van den Broeck ⋅ Stefano Ermon

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Can Microcanonical Langevin Dynamics Leverage Mini-Batch Gradient Noise?

In Poster Session 1

Emanuel Sommer ⋅ Kangning Diao ⋅ Jakob Robnik ⋅ Uros Seljak ⋅ David Rügamer

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Discrete Adjoint Schrödinger Bridge Sampler

In Poster Session 1

Wei Guo ⋅ Yuchen Zhu ⋅ Xiaochen Du ⋅ Juno Nam ⋅ Yongxin Chen ⋅ Rafael Gomez-Bombarelli ⋅ Guan-Horng Liu ⋅ Molei Tao ⋅ Jaemoo Choi

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

MEAL: A Benchmark for Continual Multi-Agent Reinforcement Learning

In Poster Session 1

Tristan Tomilin ⋅ Luka van den Boogaard ⋅ Samuel Garcin ⋅ Constantin Ruhdorfer ⋅ Bram Grooten ⋅ Fabrice Kusters ⋅ Yali Du ⋅ Andreas Bulling ⋅ Mykola Pechenizkiy ⋅ Meng Fang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Efficient Preference Poisoning Attack on Offline RLHF

In Poster Session 1

Chenye Yang ⋅ Weiyu Xu ⋅ Lifeng Lai

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Temporal Difference Calibration in Sequential Tasks: Application to Vision-Language-Action Models

In Poster Session 1

Shelly Francis-Meretzki ⋅ Mirco Mutti ⋅ Yaniv Romano ⋅ Aviv Tamar

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

OpenHA: A Series of Open-Source Hierarchical Agentic Models in Minecraft

In Poster Session 1

Zihao Wang ⋅ Muyao Li ⋅ Kaichen He ⋅ Xiangyu Wang ⋅ Zhancun Mu ⋅ Minghao Liu ⋅ Anji Liu ⋅ Yitao Liang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning What to Generate: A Reinforcement Learning-based Closed-Loop Augmentation Framework for Person Re-identification

In Poster Session 1

Xincheng Shi ⋅ Changxiao Ma ⋅ Yuzhuo Ma ⋅ Yongfei Zhang ⋅ Rongye Shi

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

DeepHA: Scaling Action Chains Elicits Deep Hierarchical Agents

In Poster Session 1

Zihao Wang ⋅ Muyao Li ⋅ Kaichen He ⋅ Haowei Lin ⋅ Xiaojian Ma ⋅ Anji Liu ⋅ Yitao Liang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Learning Task-Sufficient World Models by Synergizing Agentic Exploration and Structured Modeling

In Poster Session 1

Fan Feng ⋅ Yujia Zheng ⋅ Minghao Fu ⋅ Yongqiang Chen ⋅ Guangyi Chen ⋅ Kevin Murphy ⋅ Biwei Huang ⋅ Kun Zhang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

TreePO: Enhancing Policy Efficacy and Inference Efficiency with Tree Modeling

In Poster Session 1

Yizhi Li ⋅ Qingshui Gu ⋅ Zhoufutu Wen ⋅ Ziniu Li ⋅ Ruibin Yuan ⋅ Tianshun Xing ⋅ Shuyue Guo ⋅ Tuney Zheng ⋅ 周欣 ⋅ Xingwei Qu ⋅ Wangchunshu Zhou ⋅ Zheng Zhang ⋅ Wei Shen ⋅ Wei Xue ⋅ Qian Liu ⋅ Chenghua Lin ⋅ Jian Yang ⋅ Ge Zhang ⋅ Wenhao Huang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Reparameterization Flow Policy Optimization

In Poster Session 1

Hai Zhong ⋅ Zhuoran Li ⋅ Xun Wang ⋅ Longbo Huang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Tvcache: A Tool-Value Cache for Post-Training LLM Agents

In Poster Session 1

Abhishek Vijaya Kumar ⋅ Bhaskar Kataria ⋅ Byungsoo Oh ⋅ Emaad Manzoor ⋅ Rachee Singh

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

DADP: Domain Adaptive Diffusion Policy

In Poster Session 1

Pengcheng Wang ⋅ Qinghang Liu ⋅ Haotian Lin ⋅ Yiheng Li ⋅ Guojian Zhan ⋅ Masayoshi Tomizuka ⋅ Yixiao Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Population-Free Pareto Tracking for Sample-Efficient Multi-Policy MORL

In Poster Session 1

Zeyu Zhao ⋅ Yueling Che ⋅ Kaichen Liu ⋅ Jian Li ⋅ Junmei Yao

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

HiPER: Hierarchical Plan–Execute RL for Multi-Turn LLM Agents

In Poster Session 1

Jiangweizhi Peng ⋅ Yuanxin Liu ⋅ Ruida Zhou ⋅ Charles Fleming ⋅ Zhaoran Wang ⋅ Alfredo Garcia ⋅ Mingyi Hong

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Beyond Normalization: Rethinking the Partition Function as a Difficulty Scheduler for RLVR

In Poster Session 1

Dohyung Kim ⋅ Minbeom Kim ⋅ Jeonghye Kim ⋅ Lee Sangmook ⋅ Sojeong Rhee ⋅ Kyomin Jung

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Beyond Trajectory-Level Attribution: Graph-Based Credit Assignment for Agentic Reinforcement Learning

In Poster Session 1

Xin Cheng ⋅ Shuo He ⋅ Lang Feng ⋅ Haiyang Xu ⋅ Ming Yan ⋅ Lei Feng ⋅ Bo An

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

REAL: Regression-Aware Reinforcement Learning for LLM-as-a-Judge

In Poster Session 1

Yasi Zhang ⋅ Tianyu Chen ⋅ Mingyuan Zhou ⋅ Oscar Leong ⋅ Ying Nian Wu ⋅ Michal Lukasik

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Stable Asynchrony: Variance-Controlled Off-Policy RL for LLMs

In Poster Session 1

Luke Huang ⋅ Zhuoyang Zhang ⋅ Qinghao Hu ⋅ Shang Yang ⋅ Song Han

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Advancing LLM Reasoning with Natural Language and Numerical Feedback

In Poster Session 1

Xiaoying Zhang ⋅ Yipeng Zhang ⋅ Hao Sun ⋅ Kaituo Feng ⋅ Chaochao Lu ⋅ Chao Yang ⋅ Helen M Meng

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

D-ARL: A Distribution-Matched Asynchronous Reinforcement Learning Framework for Language Reasoning

In Poster Session 1

白寅岐 ⋅ Xialiang Tong ⋅ Jie Wang ⋅ Hongyu Liu ⋅ Longdi Pan ⋅ Jiashuo Li ⋅ Zehao Wang ⋅ Jianye Hao ⋅ Mingxuan Yuan ⋅ Feng Wu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

XRPO: Pushing the Limits of GRPO with Targeted Exploration and Exploitation

In Poster Session 1

Udbhav Bamba ⋅ Minghao Fang ⋅ Yifan Yu ⋅ Haizhong Zheng ⋅ Fan Lai

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

MemOCR: Layout-Aware Visual Memory for Efficient Long-Horizon Reasoning

In Poster Session 1

Yaorui Shi ⋅ Shugui Liu ⋅ Yu Yang ⋅ Wenyu Mao ⋅ Yuxin Chen ⋅ Qi GU ⋅ Hui Su ⋅ Xunliang Cai ⋅ Xiang Wang ⋅ An Zhang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Strat-Reasoner: Reinforcing Strategic Reasoning of LLMs in Multi-Agent Games

In Poster Session 1

Yidong He ⋅ Yutao Lai ⋅ Pengxu Yang ⋅ Jiarui Gan ⋅ Jiexin Wang ⋅ Yi Cai ⋅ Mengchen Zhao

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Investigating Memory in RL with POPGym Arcade

In Poster Session 1

Zekang Wang ⋅ Zhe He ⋅ Borong Zhang ⋅ Edan Toledo ⋅ Steven Morad

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Fast Mixing Steady-State Control in Markov Decision Processes

In Poster Session 1

Federico Corso ⋅ Marco Mussi ⋅ Alberto Maria Metelli

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Proximal Decoding: Provably Reducing Copyright Risk for Any Language Model

In Poster Session 1

Jacqueline He ⋅ Jonathan Hayase ⋅ Scott Yih ⋅ Sewoong Oh ⋅ Luke Zettlemoyer ⋅ Pang Wei Koh

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Explanations are a Means to an End: A Value of Information Framework for Validating Explanations

In Poster Session 1

Ziyang Guo ⋅ Berk Ustun ⋅ Jessica Hullman

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

SlaClip: Gradient Norm Slacks can be Indicator for Adaptive Clipping in DP-SGD

In Poster Session 1

Shuyan Zou ⋅ Shaowei Wang ⋅ Zhanxing Zhu ⋅ Jin Li ⋅ Changyu Dong ⋅ Vladimiro Sassone ⋅ Han Wu

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

DP-KFC: Data-Free Preconditioning for Privacy-Preserving Deep Learning

In Poster Session 1

Marc Molina Van den bosch ⋅ Riccardo Taiello ⋅ Albert Aillet ⋅ Andrea Protani ⋅ Miguel Angel Gonzalez Ballester ⋅ Luigi Serio

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Differentially Private Cross-Silo Recommendation from Implicit Feedback

In Poster Session 1

Xun Ran ⋅ Qingqing Ye ⋅ Xin Huang ⋅ Jianliang Xu ⋅ Haibo Hu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: The Privacy-Auditability Paradox in Federated Learning: Why We Need Controllable Secure Aggregation

In Poster Session 1

Runhua Xu ⋅ Guoan Wan ⋅ James Joshi

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Accurate, private, secure, federated U-statistics with higher degree

In Poster Session 1

Quentin Sinh ⋅ Jan Ramon

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

VPD-100K: Towards Generalizable and Fine-grained Visual Privacy Protection

In Poster Session 1

Xiaobin Hu ⋅ Enpu zuo ⋅ Lanping Hu ⋅ Kaiwen Yang ⋅ Dianshu Liao ⋅ Tianyi Zhang ⋅ Bo Yin ⋅ Yinsi Zhou ⋅ Shidong Pan ⋅ xiaoyu sun

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

The Forgetting-Retention Dilemma: Certified Unlearning Theory in Continual Learning

In Poster Session 1

Yiting Hu ⋅ Lingjie Duan ⋅ Qian Zhang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

The Hidden Risk: Membership Inference Attacks on Multimodal Federated Learning via Modality Imbalance

In Poster Session 1

Chang Ma ⋅ Jun Li ⋅ Kang Wei ⋅ Yipeng Zhou ⋅ Ming Ding ⋅ Yiyang Ni

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

PrivGate: Steering Contextual Integrity in LLMs via Latent Space Geometry

In Poster Session 1

Runshan Hu ⋅ Yukun Dong ⋅ Yingying Huangfu ⋅ Ruohan Zhao ⋅ Yi Xie ⋅ Tieyan Li

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Private Learning with Public Feature Conditioning

In Poster Session 1

Shuli Jiang ⋅ Walid Krichene ⋅ Nicolas Mayoraz

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

MultiPriv: Benchmarking Individual-Level Privacy Reasoning in Vision-Language Models

In Poster Session 1

Xiongtao Sun ⋅ HUI LI ⋅ Jiaming Zhang ⋅ Yujie Yang ⋅ Kaili Liu ⋅ Ruxin Feng ⋅ Wen Tan ⋅ Wei Yang Bryan Lim

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Enhancing Membership Inference Attacks on Diffusion Models from a Frequency-Domain Perspective

In Poster Session 1

Puwei Lian ⋅ Yujun Cai ⋅ Songze Li ⋅ Bingkun BAO

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Differentially Private Synthetic Tabular Data via Private Evolution

In Poster Session 1

Toan Tran ⋅ Arturs Backurs ⋅ Zinan Lin ⋅ Victor Reis ⋅ Li Xiong ⋅ Sergey Yekhanin

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Privacy Risks of Agentic Inferential Capabilities in Data Linkage Attacks

In Poster Session 1

Myeongseob Ko ⋅ Jihyun Jeong ⋅ Sumiran Thakur ⋅ Gyuhak Kim ⋅ Ruoxi Jia

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Gradient Inversion Attacks Beyond SGD

In Poster Session 1

Guangnian Wan ⋅ Gongfan Fang ⋅ Xinyin Ma ⋅ Xinchao Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Privacy Amplification in Differentially Private Zeroth-Order Optimization with Hidden States

In Poster Session 1

Eli Chien ⋅ Wei-Ning Chen ⋅ Pan Li

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Privacy-Aware Data Integration for Enhanced Quantile Inference under Heterogeneity

In Poster Session 1

Leheng Cai ⋅ Qirui Hu ⋅ Shuyuan Wu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

PrivCode++ : Latent-Conditioned Differentially Private Code Generation for Comprehensive Guarantees

In Poster Session 1

Zheng Liu ⋅ Chen GONG ⋅ Terry Yue Zhuo ⋅ Zhou Yang ⋅ Kecen Li ⋅ Wenlong Meng ⋅ Xinwen Hou ⋅ Yu Liu ⋅ Xiaochen Li

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Reverse-Engineering Model Editing on Language Models

In Poster Session 1

Zhiyu Sun ⋅ Minrui Luo ⋅ Yu Wang ⋅ Tianxing He ⋅ Zhili Chen

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Differentially Private Geodesic Regression

In Poster Session 1

Aditya Kulkarni ⋅ Carlos Soto

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Fast and Optimal Algorithms for Private Hypothesis Selection

In Poster Session 1

Hilal Asi ⋅ Hongjie Chen

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Differentially Private Range Subgraph Counting

In Poster Session 1

Xian Chen ⋅ Ruobing Bai ⋅ Pan Peng

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

An Empirical Study on the Resilience of Partial Merging to Model Clone Attacks

In Poster Session 1

Tiantong Wu ⋅ Yurong Hao ⋅ Wei Yang Bryan Lim

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Shift-Dependent Asymmetry: Orthogonal Inverse Low-Rank Adaptation for Federated Medical Segmentation

In Poster Session 1

Xingyue Zhao ⋅ Wenke Huang ⋅ Linghao Zhuang ⋅ Haoran Wu ⋅ Anwen Jiang ⋅ Zhifeng Wang ⋅ Wenwen He ⋅ Ming Feng ⋅ Mang Ye ⋅ Bo XU

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

MINIM: Privacy-Aware Minimal View for Agents via Trusted Local Sanitization

In Poster Session 1

Hexuan Yu ⋅ Chaoyu Zhang ⋅ Heng Jin ⋅ Shanghao Shi ⋅ Ning Zhang ⋅ Thomas Hou ⋅ Wenjing Lou

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

FUSE: Full‑spectrum Unlearnable Examples via Spectral Equalization

In Poster Session 1

Jiale Cai ⋅ Gezheng Xu ⋅ Zhihao Li ⋅ Ruiyi Fang ⋅ Ruizhi Pu ⋅ di wu ⋅ Qicheng Lao ⋅ Charles X. Ling ⋅ Boyu Wang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

EPSVec: Efficient and Private Synthetic Text Generation via Dataset Vectors

In Poster Session 1

Mohammadamin Banayeeanzade ⋅ Qingchuan Yang ⋅ Deqing Fu ⋅ Spencer Hong ⋅ Erin Babinsky ⋅ Alfy Samuel ⋅ Anoop Kumar ⋅ Robin Jia ⋅ Sai Praneeth Reddy Karimireddy

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

LMCleaner: Efficient and Certified Online Unlearning via Influence Propagation Truncation

In Poster Session 1

Jie Xu ⋅ Zihan Wu ⋅ Wenbo Pan ⋅ Jiao Yin ⋅ Yong-Feng Ge ⋅ Hua Wang ⋅ Cong Wang ⋅ Xiaohua Jia

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Revisiting ML Training under Fully Homomorphic Encryption: Convergence Guarantees, Differential Privacy, and Efficient Algorithms

In Poster Session 1

Yvonne Zhou ⋅ Mingyu Liang ⋅ Ivan Brugere ⋅ Danial Dervovic ⋅ Yue Guo ⋅ Antigoni Polychroniadou ⋅ Min Wu ⋅ Dana Dachman-Soled

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Keeping a Secret Requires a Good Memory: Space Lower-Bounds for Private Algorithms

In Poster Session 1

Alessandro Epasto ⋅ Xin Lyu ⋅ Pasin Manurangsi

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Every Step Counts: Decoding Trajectories as Authorship Fingerprints of dLLMs

In Poster Session 1

Qi Li ⋅ Runpeng Yu ⋅ Haiquan Lu ⋅ Xinchao Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Federated Manifold Learning (FML): Tackling Domain Heterogeneity with Structural Knowledge Transfer

In Poster Session 1

Xutong Mu ⋅ Yanbiao Ma ⋅ Jia Shi ⋅ Xueli Geng ⋅ Fengkai Xiang ⋅ Tao Zhang ⋅ Ke Cheng ⋅ Yulong Shen

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Unlearning with Asymmetric Sources: Improved Unlearning-Utility Trade-off with Public Data

In Poster Session 1

Ahmed Mehdi Inane ⋅ Vincent Quirion ⋅ Gintare Karolina Dziugaite ⋅ Ioannis Mitliagkas

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Differentially Private Submodular Maximization with a Knapsack Constraint

In Poster Session 1

Ron Zadicario ⋅ Tova Milo

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

ASRU: Activation Steering Meets Reinforcement Unlearning for Multimodal Large Language Models

In Poster Session 1

Jiahui Guang ⋅ Yingjie Zhu ⋅ Haiyan Wang ⋅ Cuiyun Gao ⋅ Jing Li ⋅ Di Shao ⋅ Zhaoquan Gu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Beyond Sample-Level Forgetting: Improving Reliability in Multimodal Unlearning

In Poster Session 1

Jianzhou Wang ⋅ Yirui Wu ⋅ Lixin Yuan ⋅ WENXIAO ZHANG ⋅ Jun Liu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Robust AI Evaluation through Maximal Lotteries

In Poster Session 1

Hadi Khalaf ⋅ Flavio Calmon ⋅ Daniel Halpern ⋅ Ariel Procaccia ⋅ Itai Shapira ⋅ Serena Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Furina: Fragmented Uncertainty-Driven Refusal Instability Attack

In Poster Session 1

Tongxi Wu ⋅ Jian Zhang ⋅ Yang Gao

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Adversarial Attack and Defense for Denoising Diffusion Sampling

In Poster Session 1

Zhao-Rong Lai ⋅ Xiwen Yuan ⋅ Jian Weng

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

MADA-Attack: Transferable Multi-modal Attention Distraction Adversarial Attack against Vision Language Models

In Poster Session 1

Zhihan Qin ⋅ Jiahao Chen ⋅ Chunyi Zhou ⋅ Yuwen Pu ⋅ Chunqiang Hu ⋅ Xiaolei Liu ⋅ Shouling Ji

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

TimeGuard: Channel-wise Pool Training for Backdoor Defense in Time Series Forecasting

In Poster Session 1

Quang Duc Nguyen ⋅ Siyuan Liang ⋅ Yiming Li ⋅ Fushuo Huo ⋅ Dacheng Tao

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Learning Unanimously Acceptable Lotteries via Queries

In Poster Session 1

Davin Choo ⋅ Paul Goldberg ⋅ Nicholas Teh

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Adaptive Contracts for Cost-Effective AI Delegation

In Poster Session 1

Tamar Garbuz ⋅ Ariel Procaccia ⋅ Eden Saig ⋅ Inbal Talgam-Cohen ⋅ Jamie Tucker-Foltz

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Stability beyond bounded differences: sharp generalization bounds under finite $L_p$ moments

In Poster Session 1

Qianqian Lei ⋅ Soham Bonnerjee ⋅ Yuefeng Han ⋅ Wei Biao Wu

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Outcome-Aware Spectral Feature Learning for Instrumental Variable Regression

In Poster Session 1

Dimitri Meunier ⋅ Jakub Wornbard ⋅ Vladimir Kostic ⋅ Antoine Moulin ⋅ Alek Fröhlich ⋅ Karim Lounici ⋅ Massimiliano Pontil ⋅ Arthur Gretton

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Scaling Laws for Precision in High-Dimensional Linear Regression

In Poster Session 1

Dechen Zhang ⋅ Xuan Tang ⋅ Yingyu Liang ⋅ Difan Zou

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Trajectory Seriation via Spectral Tangent Alignment and Global Embedding

In Poster Session 1

Zhixin Zhou ⋅ Navin Souda ⋅ Arash Amini

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

All ERMs Can Fail in Stochastic Convex Optimization Lower Bounds in Linear Dimension

In Poster Session 1

Tal Burla ⋅ Roi Livni

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

When Iteration Helps and Hurts in Self-Training: Denoising vs. Signal Forgetting

In Poster Session 1

Mingqi Wu ⋅ Archer Yang ⋅ Qiang Sun

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Transformers Efficiently Perform In-Context Logistic Regression via Normalized Gradient Descent

In Poster Session 1

Chenyang Zhang ⋅ Yuan Cao

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Provably Label-Efficient Conformal Prediction

In Poster Session 1

Andrew Ilyas ⋅ Joonhyuk Ko ⋅ Jingwu Tang ⋅ Steven Wu ⋅ Jiahao Zhang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Improved Distribution Estimation in $\ell_\infty$

In Poster Session 1

Doron Cohen ⋅ Aryeh Kontorovich ⋅ Yonatan Livshitz

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Alignment-Sensitive Minimax Rates for Spectral Algorithms with Learned Kernels

In Poster Session 1

Dongming Huang ⋅ Zhifan Li ⋅ Yicheng Li ⋅ Qian Lin

[ Slides] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Flat Minima and Generalization: Insights from Stochastic Convex Optimization

In Poster Session 1

Matan Schliserman ⋅ Shira Vansover-Hager ⋅ Tomer Koren

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Convex Distance Operator Transport: Convex and Geometry-Preserving Information

In Poster Session 1

Junhyoung Chung ⋅ Euijong Song ⋅ Won Hwa Kim ⋅ Gunwoong Park

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Efficient and Minimax-optimal In-context Nonparametric Regression with Transformers

In Poster Session 1

Michelle Ching ⋅ Ioana Popescu ⋅ Nico Smith ⋅ Tianyi Ma ⋅ William Underwood ⋅ Richard Samworth

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning Gaussian Graphical Models from a Glauber Trajectory Without Mixing

In Poster Session 1

Eric Shen ⋅ Tony Wu ⋅ Mahbod Majid ⋅ Ankur Moitra

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Statistical Consistency and Generalization of Contrastive Representation Learning

In Poster Session 1

Yuanfan Li ⋅ Xiyuan Wei ⋅ Tianbao Yang ⋅ Yiming Ying

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Adaptive Preconditioners Trigger Loss Spikes in Adam

In Poster Session 1

Zhiwei Bai ⋅ Zhangchen Zhou ⋅ Jiajie Zhao ⋅ Xiaolong Li ⋅ Zhiyu li ⋅ Feiyu Xiong ⋅ Hongkang Yang ⋅ Yaoyu Zhang ⋅ Zhi-Qin John Xu

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Benign Overfitting in Adversarial Training for Vision Transformers

In Poster Session 1

Jiaming Zhang ⋅ Meng Ding ⋅ Shaopeng Fu ⋅ Jingfeng Zhang ⋅ Di Wang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Statistical-Computational Trade-offs for Recursive Adaptive Partitioning Estimators

In Poster Session 1

Yan Shuo Tan ⋅ Jason Klusowski ⋅ Krishnakumar Balasubramanian

[ URL]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Meta-Learning with Generalized Ridge Regression: High-dimensional Asymptotics, Optimality and Hyper-covariance Estimation

In Poster Session 1

Yanhao Jin ⋅ Krishna Balasubramanian ⋅ Debashis Paul

[ URL]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Sharper Generalization Guarantees for Asynchronous SGD: Beyond Lipschitzness, Smoothness and Data Homogeneity

In Poster Session 1

Yufeng Xie ⋅ Yunwen Lei

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Provable Bounds for the Learnability of Sample-Compressible Families from Noisy Samples

In Poster Session 1

Arefe Boushehrian ⋅ Amir Najafi

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Continuous Variable Hamiltonian Learning at Heisenberg Limit via Displacement-Random Unitary Transformation

In Poster Session 1

Xi Huang ⋅ Lixing Zhang ⋅ Di Luo

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SAQNN: Spectral Adaptive Quantum Neural Network as a Universal Approximator

In Poster Session 1

Jialiang Tang ⋅ Jialin Zhang ⋅ Xiaoming Sun

[ Poster] [ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Stability and Generalization of Nonconvex Optimization with Heavy-Tailed Noise

In Poster Session 1

Hongxu Chen ⋅ Ke Wei ⋅ Xiaoming Yuan ⋅ Luo Luo

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Optimal Statistical Guarantees for Diffusion Models on Low-Dimensional, Multi-Modal Data

In Poster Session 1

Jingda Wu ⋅ Changxiao Cai

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Precise Asymptotics of Bagging Regularized M-estimators

In Poster Session 1

Takuya Koriyama ⋅ Pratik Patil ⋅ Jin-Hong Du ⋅ Kai Tan ⋅ Pierre C Bellec

[ URL]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Approximation Error Upper and Lower Bounds for Hölder Class with Transformers

In Poster Session 1

Xin He ⋅ Yuling Jiao ⋅ Xiliang Lu ⋅ Jerry Yang

[ OpenReview]

Poster

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ HALL A None

Optimal Regret for Policy Optimization in Contextual Bandits

In Poster Session 1

Orin Levy ⋅ Yishay Mansour

[ OpenReview]

Poster Session

Tue Jul 07 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Poster Session 1

Oral

Tue Jul 07 10:45 AM -- 11:00 AM (KST) @ HALL D2 None

Protein Fold Classification at Scale: Benchmarking and Pretraining

In Oral 1C AI for Science: Proteins and Genomic Sequences

Dexiong Chen ⋅ Andrei Manolache ⋅ Mathias Niepert ⋅ Karsten Borgwardt

[ OpenReview]

Oral

Tue Jul 07 10:45 AM -- 11:00 AM (KST) @ GRAND BALLROOM 101-105 None

Guaranteed Optimal Compositional Explanations for Neurons

In Oral 1E Understanding: Interpretability & Cognition

Biagio La Rosa ⋅ Leilani Gilpin

[ OpenReview]

Oral

Tue Jul 07 10:45 AM -- 11:00 AM (KST) @ AUDITORIUM None

PhotoAgent: Exploratory Visual Aesthetic Planning with Large Vision Models

In Oral 1F Vision-Language Models & Video

Mingde Yao ⋅ Zhiyuan You ⋅ King-Man Tam ⋅ Menglu Wang ⋅ Tianfan Xue

[ OpenReview]

Oral

Tue Jul 07 10:45 AM -- 11:00 AM (KST) @ HALL D1 None

Riemannian Metric Matching for Scalable Geometric Modeling of Distributions

In Oral 1D DL: Representations & Distributions

Jacob Bamberger ⋅ Adam Gosztolai ⋅ Pierre Vandergheynst ⋅ Michael Bronstein ⋅ Iolo Jones

[ OpenReview]

Oral

Tue Jul 07 10:45 AM -- 11:00 AM (KST) @ ASEM BALLROOM 201-203 None

Revenue Efficiency of Correlated Equilibria in First Price Auctions

In Oral 1G Optimization & Games

Anders Bo Ipsen ⋅ Stratis Skoulakis

[ OpenReview]

Oral

Tue Jul 07 10:45 AM -- 11:00 AM (KST) @ HALL B2 None

VenusBench-Mobile: A Challenging and User-Centric Benchmark for Mobile GUI Agents with Capability Diagnostics

In Oral 1B Agentic Systems

Yichen Gong ⋅ Zhuohan Cai ⋅ Sunhao Dai ⋅ Yuqi Zhou ⋅ Zhangxuan Gu ⋅ Changhua Meng ⋅ Shuheng Shen

[ OpenReview]

Oral

Tue Jul 07 10:45 AM -- 11:00 AM (KST) @ HALL C None

OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration

In Oral 1A LLM Adaptation and Dataset Selection

Shaobo Wang ⋅ Xuan Ouyang ⋅ Tianyi Xu ⋅ Yuzheng Hu ⋅ Jialin Liu ⋅ Guo Chen ⋅ Tianyu Zhang ⋅ Junhao Zheng ⋅ Kexin Yang ⋅ Xingzhang Ren ⋅ Dayiheng Liu ⋅ Linfeng Zhang

[ OpenReview]

Break

Tue Jul 07 12:00 PM -- 01:30 PM (KST) None

Lunch

Oral

Tue Jul 07 01:30 PM -- 01:45 PM (KST) @ HALL B2 None

Don't Force the Fit: Bounded Log-Likelihood Loss for Enhanced Reasoning in Large Language Models

In Oral 2B LLM Reasoning

Feng Zhao ⋅ Hong Zhang ⋅ Yu Yang ⋅ Ruilin Zhao ⋅ Guandong Xu

[ OpenReview]

Oral

Tue Jul 07 01:30 PM -- 01:45 PM (KST) @ ASEM BALLROOM 201-203 None

Diffract: Spectral View of LLM Domain Adaptation

In Oral 2G Theory: Deep Learning Expressivity

Nikita Borodin ⋅ Maria Krylova ⋅ Artem Zabolotnyi ⋅ Dmitry Aspisov ⋅ Egor Shikov ⋅ Nikita Tyuplyaev ⋅ Oleg Travkin ⋅ Roman Alferov ⋅ Dmitry Vinichenko

[ OpenReview]

Oral

Tue Jul 07 01:30 PM -- 01:45 PM (KST) @ HALL D2 None

Position: Anthropomorphic Misalignment Research Needs Stronger Evidence

In Oral 2C AI Safety & Alignment

Vansh Gupta ⋅ Peter Nutter ⋅ Samuel Stante ⋅ Andreas Krause ⋅ Florian Tramer ⋅ Lukas Fluri ⋅ Xin Chen ⋅ Anna Hedström

[ OpenReview]

Oral

Tue Jul 07 01:30 PM -- 01:45 PM (KST) @ HALL D1 None

From Feasible to Practical: Pareto-Optimal Synthesis Planning

In Oral 2D AI for Science: Differential Equations & Molecular Bodeling

Friedrich Hastedt ⋅ Dongda Zhang ⋅ Antonio Del rio chanona

[ OpenReview]

Oral

Tue Jul 07 01:30 PM -- 01:45 PM (KST) @ GRAND BALLROOM 101-105 None

Chebyshev Policies and the Mountain Car Problem: Reinforcement Learning for Low-dimensional Control Tasks

In Oral 2E Reinforcement Learning: Theory

Stefan Huber ⋅ Hannes Unger ⋅ Georg Schäfer ⋅ Jakob Rehrl

[ OpenReview]

Oral

Tue Jul 07 01:30 PM -- 01:45 PM (KST) @ AUDITORIUM None

Learning Human-Robot Collaboration via Heterogeneous-Agent Lyapunov Policy Optimization

In Oral 2F Robotics and Multi-agent RL

Hao Zhang ⋅ Yaru Niu ⋅ Yikai Wang ⋅ Ding Zhao ⋅ Eric Tseng

[ OpenReview]

Oral

Tue Jul 07 01:30 PM -- 01:45 PM (KST) @ HALL C None

Controlled LLM Training on Spectral Sphere

In Oral 2A DL: Architectures & Inference

Tian Xie ⋅ Haoming Luo ⋅ Haoyu Tang ⋅ Hu Yiwen ⋅ Jason Liu ⋅ Qingnan Ren ⋅ Yang Wang ⋅ Xin Zhao ⋅ Rui Yan ⋅ Bing Su ⋅ Chong Luo ⋅ Baining Guo

[ OpenReview]

Oral Session

Tue Jul 07 01:30 PM -- 02:30 PM (KST) @ HALL C None

Oral 2A DL: Architectures & Inference

Oral Session

Tue Jul 07 01:30 PM -- 02:30 PM (KST) @ HALL B2 None

Oral 2B LLM Reasoning

Oral Session

Tue Jul 07 01:30 PM -- 02:30 PM (KST) @ HALL D2 None

Oral 2C AI Safety & Alignment

Oral Session

Tue Jul 07 01:30 PM -- 02:30 PM (KST) @ HALL D1 None

Oral 2D AI for Science: Differential Equations & Molecular Modeling

Oral Session

Tue Jul 07 01:30 PM -- 02:30 PM (KST) @ GRAND BALLROOM 101-105 None

Oral 2E Reinforcement Learning: Theory

Oral Session

Tue Jul 07 01:30 PM -- 02:30 PM (KST) @ AUDITORIUM None

Oral 2F Robotics and Multi-agent RL

Oral Session

Tue Jul 07 01:30 PM -- 02:30 PM (KST) @ ASEM BALLROOM 201-203 None

Oral 2G Theory: Deep Learning Expressivity

Oral

Tue Jul 07 01:45 PM -- 02:00 PM (KST) @ HALL C None

Detecting the Semantic Fixed Point: A Geometric Framework for Efficient Inference

In Oral 2A DL: Architectures & Inference

Jiawei Gu ⋅ Ziyue Qiao ⋅ Xiao Luo

[ OpenReview]

Oral

Tue Jul 07 01:45 PM -- 02:00 PM (KST) @ GRAND BALLROOM 101-105 None

Maximum Likelihood Reinforcement Learning

In Oral 2E Reinforcement Learning: Theory

Fahim Tajwar ⋅ Guanning Zeng ⋅ Yueer Zhou ⋅ Yuda Song ⋅ Daman Arora ⋅ Yiding Jiang ⋅ Jeff Schneider ⋅ Russ Salakhutdinov ⋅ Haiwen Feng ⋅ Andrea Zanette

[ OpenReview]

Oral

Tue Jul 07 01:45 PM -- 02:00 PM (KST) @ AUDITORIUM None

Optimal and Scalable MAPF via Multi-Marginal Optimal Transport and Schrödinger Bridges

In Oral 2F Robotics and Multi-agent RL

Usman A Khan ⋅ Joseph Durham

[ OpenReview]

Oral

Tue Jul 07 01:45 PM -- 02:00 PM (KST) @ ASEM BALLROOM 201-203 None

Foundations of Equivariant Deep Learning: Unifying Graph and Sheaf Neural Networks

In Oral 2G Theory: Deep Learning Expressivity

Yoshihiro Maruyama

[ OpenReview]

Oral

Tue Jul 07 01:45 PM -- 02:00 PM (KST) @ HALL B2 None

Evaluating Robustness of Reasoning Models on Parameterized Logical Problems

In Oral 2B LLM Reasoning

Naïm Es-sebbani ⋅ Esteban Marquer ⋅ Yakoub Salhi ⋅ Zied Bouraoui

[ Slides] [ OpenReview]

Oral

Tue Jul 07 01:45 PM -- 02:00 PM (KST) @ HALL D2 None

Monitoring Monitorability

In Oral 2C AI Safety & Alignment

Melody Guan ⋅ Miles Wang ⋅ Micah Carroll ⋅ Zehao Dou ⋅ Annie Wei ⋅ Marcus Williams ⋅ Benjamin Arnav ⋅ Joost Huizinga ⋅ Ian Kivlichan ⋅ Amelia Glaese ⋅ Jakub Pachocki ⋅ Bowen Baker

[ OpenReview]

Oral

Tue Jul 07 01:45 PM -- 02:00 PM (KST) @ HALL D1 None

ReViT: Rotational-equivariant Vision Transformers for Neural PDE Solvers

In Oral 2D AI for Science: Differential Equations & Molecular Bodeling

Hao Wei ⋅ Björn List ⋅ Nils Thuerey

[ OpenReview]

Oral

Tue Jul 07 02:00 PM -- 02:15 PM (KST) @ HALL D1 None

Rex: A Family of Reversible Exponential (Stochastic) Runge-Kutta Solvers

In Oral 2D AI for Science: Differential Equations & Molecular Bodeling

Zander Blasingame ⋅ Chen Liu

[ OpenReview]

Oral

Tue Jul 07 02:00 PM -- 02:15 PM (KST) @ AUDITORIUM None

RoboMME: Benchmarking and Understanding Memory for Robotic Generalist Policies

In Oral 2F Robotics and Multi-agent RL

Yinpei Dai ⋅ Hongze Fu ⋅ Jayjun Lee ⋅ Yuejiang Liu ⋅ Haoran Zhang ⋅ Jianing Yang ⋅ Chelsea Finn ⋅ Nima Fazeli ⋅ Joyce Chai

[ OpenReview]

Oral

Tue Jul 07 02:00 PM -- 02:15 PM (KST) @ HALL B2 None

TG-RAG: A Retrieval-Augmented Framework for Reasoning Guidance in Specialized Domains

In Oral 2B LLM Reasoning

Liang Su ⋅ Mingyang Zhang ⋅ Yun Xiong ⋅ Tengfei LIU ⋅ Siwei Zhang ⋅ Xi Chen ⋅ Li Sun

[ OpenReview]

Oral

Tue Jul 07 02:00 PM -- 02:15 PM (KST) @ ASEM BALLROOM 201-203 None

On Minimum Depth and Width of Floating-Point Neural Networks for Representing Floating-Point Functions

In Oral 2G Theory: Deep Learning Expressivity

Sejun Park ⋅ Yeachan Park ⋅ Geonho Hwang

[ OpenReview]

Oral

Tue Jul 07 02:00 PM -- 02:15 PM (KST) @ GRAND BALLROOM 101-105 None

Minimax Optimal Strategy for Delayed Observations in Online Reinforcement Learning

In Oral 2E Reinforcement Learning: Theory

Harin Lee ⋅ Kevin Jamieson

[ OpenReview]

Oral

Tue Jul 07 02:00 PM -- 02:15 PM (KST) @ HALL C None

ECHO: Elastic Speculative Decoding with Sparse Gating for High-Concurrency Scenarios

In Oral 2A DL: Architectures & Inference

Xinyi Hu ⋅ Yuhao Shen ⋅ Zhang Baolin ⋅ Hengxin Zhang ⋅ Jun Dai ⋅ Shuang Ge ⋅ Chen Lei ⋅ Yue Li ⋅ Mingcheng Wan

[ OpenReview]

Oral

Tue Jul 07 02:00 PM -- 02:15 PM (KST) @ HALL D2 None

The Obfuscation Atlas: Mapping Where Honesty Emerges in RLVR with Deception Probes

In Oral 2C AI Safety & Alignment

Mohammad Taufeeque ⋅ Stefan Heimersheim ⋅ Adam Gleave ⋅ Chris Cundy

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Judging What We Cannot Solve: A Consequence-Based Approach for Oracle-Free Evaluation of Research-Level Math

In Poster Session 2

Guijin Son ⋅ Donghun Yang ⋅ Hitesh Patel ⋅ Hyunwoo Ko ⋅ Amit Agarwal ⋅ Sunghee Ahn ⋅ Kyong-Ha Lee ⋅ Youngjae Yu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

DLM: Unified Decision Language Models for Offline Multi-Agent Sequential Decision Making

In Poster Session 2

Zhuohui Zhang ⋅ Bin Cheng ⋅ Bin He

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Position: Beyond Reasoning Zombies — AI Reasoning Requires Process Validity

In Poster Session 2

Rachel Lawrence ⋅ Jacqueline Maasch

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Position: Don't Just "Fix it in Post'': A Science of AI Must Study Learning Dynamics

In Poster Session 2

Stella Biderman ⋅ Mohammad Aflah Khan ⋅ Niloofar Mireshghallah ⋅ Catherine Arnett ⋅ Fazl Barez ⋅ Naomi Saphra

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

OpenSage: Self-programming Agent Generation Engine

In Poster Session 2

Hongwei Li ⋅ Zhun Wang ⋅ Qinrun Dai ⋅ Yuzhou Nie ⋅ Jinjun Peng ⋅ Ruitong Liu ⋅ Jingyang Zhang ⋅ Kaijie Zhu ⋅ Jingxuan He ⋅ Lun Wang ⋅ Yangruibo Ding ⋅ Yueqi Chen ⋅ Wenbo Guo ⋅ Dawn Song

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

CoME: Empowering Channel-of-Mobile-Experts with Informative Hybrid-Capabilities Reasoning

In Poster Session 2

Yuxuan Liu ⋅ Weikai Xu ⋅ Kun Huang ⋅ Changyu Chen ⋅ Jiankun Zhao ⋅ Pengzhi Gao ⋅ Wei Liu ⋅ Jian Luan ⋅ Shuo Shang ⋅ Bo Du ⋅ Ji-Rong Wen ⋅ Rui Yan

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

CyberJurors: A Multi-Agent Simulation Task for E-Commerce Disputes Verdict

In Poster Session 2

Yanhui Sun ⋅ Wu Liu ⋅ Haifeng Ming ⋅ Xinru Wang ⋅ Hantao Yao ⋅ Yongdong Zhang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

A Systematic Study of Behavioral Cloning for Scientific Data Annotation

In Poster Session 2

Ishaan Singh Chandok ⋅ Core Francisco Park

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

LitReview Arena: Evaluating Literature Review Agents with Battle-style Peer Review Platform

In Poster Session 2

Ruotong Zhao ⋅ Zhiyu Chen ⋅ Xurui Liu ⋅ Haidong Xue ⋅ Dong Liang ⋅ Jigao Fu ⋅ Wu YanBiao ⋅ Yuanyi Zhen ⋅ Fengli Xu ⋅ Yong Li

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

CAPTCHA Solving for Native GUI Agents: Automated Reasoning-Action Data Generation and Self-Corrective Training

In Poster Session 2

Yuxi Chen ⋅ Haoyu Zhai ⋅ Chenkai Wang ⋅ Rui Yang ⋅ LINGMING ZHANG ⋅ Gang Wang ⋅ Huan Zhang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

SorryDB: Can AI Provers Complete Real-World Lean Theorems?

In Poster Session 2

Austin Letson ⋅ Leopoldo Sarra ⋅ Auguste Poiroux ⋅ Oliver Dressler ⋅ Paul Lezeau ⋅ Dhyan Aranha ⋅ Frederick Pu ⋅ Aaron Hill ⋅ Miguel Hidalgo ⋅ Julian Berman ⋅ George Tsoukalas ⋅ Lenny Taelman

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

LiveFigure: Generating Editable Scientific Illustration with VLM Agents

In Poster Session 2

Chenyang Shao ⋅ Jiahe Liu ⋅ Fengli Xu ⋅ Yong Li

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Weaving in the Clouds: Achieving Synergistic Collaboration among LLM Agents via Federated Learning

In Poster Session 2

Jiaxing Zhao ⋅ Hongbin Xie ⋅ Yuzhen Lei ⋅ Xuan Song ⋅ Zhuoran Shi ⋅ Lianxin Li ⋅ Shuangxue Liu ⋅ Haoran Zhang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Principle-Evolvable Scientific Discovery via Uncertainty Minimization

In Poster Session 2

Yingming Pu ⋅ Tao LIN ⋅ Hongyu Chen

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Darwinian Memory: A Training-Free Self-Regulating Memory System for GUI Agent Evolution

In Poster Session 2

Hongze Mi ⋅ Yibo Feng ⋅ Wenjie Lu ⋅ Song Cao ⋅ Jinyuan Li ⋅ Yanming Li ⋅ Xuelin Zhang ⋅ Haotian Luo ⋅ Songyang Peng ⋅ He Cui ⋅ Tengfei Tian ⋅ Jun Fang ⋅ Hua Chai ⋅ Naiqiang Tan

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Position: RL Researchers Need to Distinguish Between Solving Simulators and Using Simulators as a Proxy

In Poster Session 2

Matthew Vandergrift ⋅ Esraa Elelimy ⋅ Martha White

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

When AI Agents Compete for Jobs: Strategic Capabilities and Economic Dynamics of AI Labour Markets

In Poster Session 2

Chris Chiu ⋅ Simpson Zhang ⋅ Mihaela van der Schaar

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Position: The Case for Theory-Level Autoformalization

In Poster Session 2

Marcus Min ⋅ Deyuan Mike He ⋅ Zhaoyu Li ⋅ Zixuan Yi ⋅ Sharad Malik ⋅ Aarti Gupta ⋅ Xujie Si ⋅ Osbert Bastani

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Verbalized Bayesian Persuasion

In Poster Session 2

Wenhao Li ⋅ Yue Lin ⋅ Yun Hua ⋅ Xiangfeng Wang ⋅ Bo Jin ⋅ Hongyuan Zha ⋅ Baoxiang Wang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Opt-Miner: Empowering Information-Seeking Agent with Tree-Guided Data Synthesis for Optimization Modeling

In Poster Session 2

Haoyang Liu ⋅ Yuyang Cai ⋅ Jie Wang ⋅ Xiongwei Han ⋅ Minyang Hu ⋅ Shuqi LIU ⋅ Mingxuan Yuan ⋅ Jianye Hao ⋅ Feng Wu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

EnterpriseOps-Gym: Environments and Evaluations for Stateful Agentic Planning and Tool Use in Enterprise Settings

In Poster Session 2

Shiva Malay ⋅ Perampalli Shravan Nayak ⋅ Sagar Davasam ⋅ Srinivas Sunkara ⋅ Sai Rajeswar Mudumba

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Mobility-Embedded POIs: Learning What A Place Is and How It Is Used from Human Movement

In Poster Session 2

Maria Despoina Siampou ⋅ Shushman Choudhury ⋅ Shang-Ling Hsu ⋅ Neha Arora ⋅ Cyrus Shahabi

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

EduMirror: Modeling Educational Social Dynamics with Value-driven Multi-agent Simulation

In Poster Session 2

Jingzhe Lin ⋅ Hengbin Yu ⋅ Yongdan Zeng ⋅ Fangwei Zhong

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Position: Web Agents Should Use Typed Actions Instead of Click-Based Browsing

In Poster Session 2

Linxi Jiang ⋅ Rui Xi ⋅ Zhijie Liu ⋅ Shuo Chen ⋅ Zhiqiang Lin ⋅ Suman Nath

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

MindFlow: Mind Supernet Powered Thinking Flows for Research Idea Innovation

In Poster Session 2

Mengdi Liu ⋅ Wenjue Chen ⋅ Wenyue Chen ⋅ Cheng Yang ⋅ Fanqi Kong ⋅ Zhangyang Gao ⋅ Xiaoxue Cheng ⋅ Yiheng Li ⋅ Yujian Yuan ⋅ Keliang Li ⋅ Hong Chang ⋅ Shiguang Shan ⋅ Chenglin Wu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

MARS: Modular Agent with Reflective Search for Automated AI Research

In Poster Session 2

Jiefeng Chen ⋅ Bhavana Dalvi Mishra ⋅ Jaehyun Nam ⋅ Rui Meng ⋅ Tomas Pfister ⋅ Jinsung Yoon

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Failure is Feedback: History-Aware Backtracking for Agentic Traversal in Multimodal Graphs

In Poster Session 2

Joohyung Yun ⋅ Doyup Lee ⋅ Wook-Shin Han

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

MulFCoder: Framework-conditioned Multi-agent for MLLM-based Multi-framework Front-end Code Generation

In Poster Session 2

Jie Wu ⋅ Haoran Ma ⋅ Shisong Tang ⋅ Yulin Xu ⋅ Xiaoyu Kang ⋅ Jiechao Gao

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Exploring Motif-based Heterogeneous Graph Learning for ReDoS Detection

In Poster Session 2

Hong Huang ⋅ Chengyu Yao ⋅ Rongchen Li ⋅ Weihao Su ⋅ Chengyao Peng ⋅ Haiming Chen ⋅ Guiyi He

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

ProOPF: Benchmarking and Improving LLMs for Professional-Grade Power Systems Optimization Modeling

In Poster Session 2

Chao Shen ⋅ Zihan Guo ⋅ Xu Wan ⋅ Zhenghao Yang ⋅ Yifan Zhang ⋅ Wenqi Huang ⋅ Jie Song ⋅ Zongyan Zhang ⋅ Mingyang Sun

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Expert-level Leaf Cell Layout Generation via Preference-Optimized LLM

In Poster Session 2

Yaohui Han ⋅ Rongliang Fu ⋅ Yanming Liu ⋅ Shuo Ren ⋅ Shuai Dong ⋅ Yunpeng Wang ⋅ Tinghuan Chen ⋅ Bei Yu ⋅ Tsung-Yi Ho

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

LLM-Guided Loop Bound Generation for Program Termination Verification

In Poster Session 2

Zan Gong ⋅ Biting Huang ⋅ Fei He

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

AlgoVeri: An Aligned Benchmark for Verified Code Generation on Classical Algorithms

In Poster Session 2

Haoyu Zhao ⋅ Ziran Yang ⋅ Jiawei Li ⋅ Deyuan Mike He ⋅ Zenan Li ⋅ Chi Jin ⋅ Venugopal Veeravalli ⋅ Aarti Gupta ⋅ Sanjeev Arora

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Adaptive Protein Tokenization

In Poster Session 2

Rohit Dilip ⋅ Ayush Varshney ⋅ David Van Valen

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

From Intent to Solver Code: Semantic Alignment in Optimization Modeling

In Poster Session 2

Yansen Zhang ⋅ Qingcan Kang ⋅ Yujie chen ⋅ Yufei Wang ⋅ Xiongwei Han ⋅ Tao Zhong ⋅ Mingxuan Yuan ⋅ Chen Ma

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Eating for a Sustainable Planet: Personalized Sustainable Diet Recommendation via Constraint-Aware Decision-Making Modeling

In Poster Session 2

Ying Jin ⋅ Weiqing Min ⋅ Mingyu Huang ⋅ Shuqiang Jiang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

MalTree: Tracing Malware Evolution using Embeddings at Scale

In Poster Session 2

Akash Amalan ⋅ Georgios Smaragdakis ⋅ Tom Viering

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

dnaHNet: A Scalable and Hierarchical Foundation Model for Genomic Sequence Learning

In Poster Session 2

Arnav Shah ⋅ Junzhe Li ⋅ Parsa Idehpour ⋅ Adibvafa Fallahpour ⋅ Brandon Wang ⋅ Sukjun Hwang ⋅ BO WANG ⋅ Patrick Hsu ⋅ Hani Goodarzi ⋅ Albert Gu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Deterministic Component Mining for Multi-framework UI2Code Generation

In Poster Session 2

Zixiong Yang ⋅ Linxiao Li ⋅ Jiaye Lin ⋅ Binrui Wu ⋅ Xiaoyu Kang ⋅ Jiechao Gao

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Can Recommender Systems Teach Themselves? A Recursive Self-Improving Framework with Fidelity Control

In Poster Session 2

Luankang Zhang ⋅ Hao Wang ⋅ Zhongzhou Liu ⋅ MINGJIA YIN ⋅ Yonghao Huang ⋅ Jiaqi Li ⋅ Wei Guo ⋅ Yong Liu ⋅ Huifeng Guo ⋅ Defu Lian ⋅ Enhong Chen

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

FormAct: Agentic Source Editing for Rich-Format Document Generation

In Poster Session 2

Eugene Yu ⋅ Xingxing Zhang ⋅ Yuan Xia ⋅ Tao Ge ⋅ XWang ⋅ FNU Kartik ⋅ Vishwas Suryanarayanan ⋅ Cheng Yang ⋅ Amanda Jiang ⋅ Jiayu Ding ⋅ Xiangyu Wong ⋅ Tengchao Lv ⋅ Lei Cui ⋅ Si-Qing Chen ⋅ Furu Wei ⋅ Sujian Li

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

ReViT: Rotational-equivariant Vision Transformers for Neural PDE Solvers

In Poster Session 2

Hao Wei ⋅ Björn List ⋅ Nils Thuerey

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

$\texttt{FlashSchNet}$: Fast and Accurate Coarse-Grained Neural Network Molecular Dynamics

In Poster Session 2

Pingzhi Li ⋅ Hongxuan Li ⋅ Zirui Liu ⋅ Xingcheng Lin ⋅ Tianlong Chen

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

From Holo Pockets to Electron Density: GPT-style Drug Design with Density

In Poster Session 2

Jiahao Chen ⋅ Letian Gao ⋅ Yanhaozhu ⋅ Wenbiao Zhou ⋅ Bing Su ⋅ Zhi Lu ⋅ Bo Huang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Learning Compressed Shape-Aware Molecular Representations for Virtual Screening

In Poster Session 2

Robin Winter ⋅ Julian Cremer ⋅ Djork-Arné Clevert

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Speculative Sampling For Faster Molecular Dynamics

In Poster Session 2

Arthur Kosmala ⋅ Stephan Günnemann ⋅ Meng Gao ⋅ Brandon Wood

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

MuCO: Generative Peptide Cyclization Empowered by Multi-stage Conformation Optimization

In Poster Session 2

Yitian Wang ⋅ Fanmeng Wang ⋅ Angxiao Yue ⋅ Wentao Guo ⋅ Yaning Cui ⋅ Hongteng Xu

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

MetaDNS: Enhancing Exploration in Discrete Neural Samplers via Metadynamics

In Poster Session 2

Xiaochen Du ⋅ Juno Nam ⋅ Jaemoo Choi ⋅ Wei Guo ⋅ Sathya Edamadaka ⋅ Junyi Sha ⋅ Elton Pan ⋅ Yongxin Chen ⋅ Molei Tao ⋅ Rafael Gomez-Bombarelli

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

FlexiFlow: decomposable flow matching for generation of flexible molecular ensemble

In Poster Session 2

Riccardo Tedoldi ⋅ Ola Engkvist ⋅ Patrick Bryant ⋅ Hossein Azizpour ⋅ Jon Paul Janet ⋅ Alessandro Tibo

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

SynLaD: Latent Diffusion for Generating Synthesizable Molecules Conditioned on 3D Pharmacophore Profiles

In Poster Session 2

Miruna Cretu ⋅ John Bradshaw ⋅ Patricia Suriana ⋅ Saeed Saremi ⋅ Omar Mahmood ⋅ Kirill Shmilovich ⋅ Kangway Chuang ⋅ Vishnu Sresht ⋅ Colin A. Grambow

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

MMPD-Bench: Bridging Multimodal Fission with Multi-Polarimetric Modalities Decomposition

In Poster Session 2

Yi He ⋅ Zimo Zhao ⋅ Yiming Yang ⋅ Xiaoyuan Cheng ⋅ Chao He ⋅ Yukun Hu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Support-Proximity Augmented Diffusion Estimation for Offline Black-Box Optimization

In Poster Session 2

Yonghan Yang ⋅ Ye Yuan ⋅ Zipeng Sun ⋅ Linfeng Du ⋅ Bowei He ⋅ Haolun Wu ⋅ Can Chen ⋅ Xue Liu

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

On the Generalization in Topology Optimization via Sensitivity-Conditioned Bernoulli Flow Matching

In Poster Session 2

Mohammad Rashed ⋅ Duarte Filipe Valoroso Madeira ⋅ Babak Gholami ⋅ Caglar Guerbuez ⋅ Yunjia Yang ⋅ Nils Thuerey

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Protein Autoregressive Modeling via Multiscale Structure Generation

In Poster Session 2

Yanru Qu ⋅ Cheng-Yen Hsieh ⋅ Zaixiang Zheng ⋅ Ge Liu ⋅ Quanquan Gu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Large-Scale Molecular Dynamics Simulations: Direct Interatomic Modeling with Dilated Message Passing

In Poster Session 2

Haokai Hong ⋅ Wanyu LIN ⋅ KC Tan

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Elign: Equivariant Diffusion Model Alignment from Foundational Machine Learned Force Fields

In Poster Session 2

Yunyang Li ⋅ Lin Huang ⋅ Luojia Xia ⋅ Wenhe Zhang ⋅ Mark Gerstein

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Deep Scientific Reasoning under Physical Constraints: Structure-Aware Spectrum Prediction for Electronic Density of States

In Poster Session 2

Yingheng Wang ⋅ Tao Yu ⋅ Shufeng Kong ⋅ Yingheng Wang ⋅ John Gregoire ⋅ Carla Gomes

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

From Evaluation to Design: Using Potential Energy Surface Smoothness Metrics to Guide ML Interatomic Potential Architectures

In Poster Session 2

Ryan Liu ⋅ Eric Qu ⋅ Tobias Kreiman ⋅ Samuel Blau ⋅ Aditi Krishnapriyan

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

MacroGuide: Topological Guidance for Macrocycle Generation

In Poster Session 2

Alicja Maksymiuk ⋅ Alexandre Duplessis ⋅ Ismail Ceylan ⋅ Alexander Tong ⋅ Fernanda Duarte ⋅ Michael Bronstein

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

StarEmbed: Benchmarking Time Series Foundation Models on Astronomical Observations of Variable Stars

In Poster Session 2

Weijian Li ⋅ Hong-Yu Chen ⋅ Nabeel Rehemtulla ⋅ Ved Shah ⋅ Dongho Kim ⋅ Dennis Wu ⋅ Qinjie Lin ⋅ Adam Miller ⋅ Han Liu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

From Human Labels to Literature: Semi-Supervised Learning of NMR Chemical Shifts at Scale

In Poster Session 2

Yongqi Jin ⋅ Yecheng Wang ⋅ Jun-jie Wang ⋅ Rong Zhu ⋅ Guolin Ke ⋅ Weinan E

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Learning, Solving and Optimizing PDEs with TensorGalerkin: an efficient high-performance Galerkin assembly algorithm

In Poster Session 2

Shizheng Wen ⋅ Mingyuan chi ⋅ Tianwei Yu ⋅ Ben Moseley ⋅ Mike Yan Michelis ⋅ Pu Ren ⋅ Hao Sun ⋅ Siddhartha Mishra

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

MOES-Pred: Molecular Structural Representation Learning by Adaptive Energy-Sentinel Vibration for Generalized Property Prediction

In Poster Session 2

ZHIRAN HOU ⋅ TINGHUAI MA ⋅ Huan Rong ⋅ Li Jia ⋅ Anouar Imel ⋅ Heng Zhang ⋅ Ming Li

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

MAST: Motif-Augmented Diffusion with Search Tree for Spectroscopic Molecular Structure Elucidation

In Poster Session 2

Chenghao Jia ⋅ Mengdi Liu ⋅ Hong Chang ⋅ Shiguang Shan ⋅ Xilin Chen

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Flexible Kernels for Protein Property Prediction

In Poster Session 2

Martin Jankowiak ⋅ Yerdos Ordabayev ⋅ Rudraksh Tuwani ⋅ Henry Ward ⋅ Hunter Nisonoff ⋅ James McFarland ⋅ Gevorg Grigoryan

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Smooth Dynamic Cutoffs for Machine Learning Interatomic Potentials

In Poster Session 2

Kevin Han ⋅ Haolin Cong ⋅ Bowen Deng ⋅ Amir Barati Farimani

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Predicting evolutionary rate as a pretraining task improves genome language model representations

In Poster Session 2

Mica Consens ⋅ Kevin Yang ⋅ James Hall ⋅ Ashley Conard ⋅ BO WANG ⋅ Lorin Crawford ⋅ Alan Moses ⋅ Alex Lu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

A recipe for scalable attention-based ML potentials: unlocking long-range accuracy with all-to-all node attention

In Poster Session 2

Eric Qu ⋅ Brandon Wood ⋅ Aditi Krishnapriyan ⋅ Zachary Ulissi

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

FLIP2: Expanding Protein Fitness Landscape Benchmarks for Real-World Machine Learning Applications

In Poster Session 2

Kieran Didi ⋅ Sarah Alamdari ⋅ Alex Lu ⋅ Bruce Wittmann ⋅ Kadina Johnston ⋅ Ava Amini ⋅ Ali Madani ⋅ Maya Czeneszew ⋅ Christian Dallago ⋅ Kevin Yang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

DISSOLVR: An Interpretable and Fast Framework for Aqueous and Organic Solubility Prediction

In Poster Session 2

Vansh Ramani ⋅ Har Ashish Arora ⋅ Dhairya Kuchhal ⋅ Sayan Ranu ⋅ Tarak Karmakar

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Efficient and Safe Molecular Assembly via Reinforcement Learning and Constraint Solving

In Poster Session 2

Stefan Pranger ⋅ Bernhard Ramsauer ⋅ Oliver Hofmann ⋅ Bettina Könighofer

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Geometric Embedding Alignment via Curvature Matching in Transfer Learning

In Poster Session 2

Sung Moon Ko ⋅ Jaewan Lee ⋅ Sumin Lee ⋅ Soorin Yim ⋅ Sehui Han

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

LabBuilder: Protocol-Grounded 3D Layout Generation for Interactable and Safe Laboratory

In Poster Session 2

Jianbao Cao ⋅ zhangrui zhao ⋅ Bohan Feng ⋅ Zixuan Hu ⋅ Rui Li ⋅ Haiyuan Wan ⋅ Chenxi Li ⋅ jingyuan Li ⋅ Wenzhe Cai ⋅ LEI BAI ⋅ Wanli Ouyang ⋅ LINGYU DUAN ⋅ Di Huang ⋅ Minting Pan ⋅ Sha Zhang ⋅ Xinzhu Ma ⋅ SHIXIANG TANG ⋅ Dongzhan Zhou

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Constrained hybrid modelling to predict microbial dynamics and organic matter turnover in soil systems

In Poster Session 2

Paul Collart ⋅ Juergen Gall ⋅ Andrea Schnepf ⋅ Holger Pagel ⋅ Lars Doorenbos

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

DNACHUNKER: Learnable Tokenization for DNA Language Models

In Poster Session 2

Taewon Kim ⋅ Jihwan Shin ⋅ Hyomin Kim ⋅ Youngmok Jung ⋅ Jonghoon Lee ⋅ Won-Chul Lee ⋅ Insu Han ⋅ Sungsoo Ahn

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Learning the Interaction Prior for Protein-Protein Interaction Prediction: A Model-Agnostic Approach

In Poster Session 2

Ziqi Gao ⋅ Chenyi Zi ⋅ Zijing Liu ⋅ Ziqiao Meng ⋅ Yu Li ⋅ Jia Li

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Retro-Expert: Collaborative Reasoning for Interpretable Retrosynthesis

In Poster Session 2

Xinyi Li ⋅ Sai Wang ⋅ Yutian Lin ⋅ Yu Wu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

GENEB: Why Genomic Models Are Hard to Compare

In Poster Session 2

Daria Ledneva ⋅ Mikhail Nuridinov ⋅ Denis Kuznetsov

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Interpretable Neural ODEs for Gene Regulatory Network Discovery under Perturbations

In Poster Session 2

Zaikang Lin ⋅ Sei Chang ⋅ Aaron Zweig ⋅ Minseo Kang ⋅ Fabian Theis ⋅ Elham Azizi ⋅ David A Knowles

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

APEX: Approximate-but-exhaustive search for ultra-large combinatorial synthesis libraries

In Poster Session 2

Aryan Pedawi ⋅ Jordi Silvestre-Ryan ⋅ Bradley Worley ⋅ Darren Hsu ⋅ Kushal Shah ⋅ Elias Stehle ⋅ Jingrong Zhang ⋅ Izhar Wallach

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Protein Design with Agent Rosetta: A Case Study for Specialized Scientific Agents

In Poster Session 2

Jacopo Teneggi ⋅ SM Turzo ⋅ Tanya Marwah ⋅ Alberto Bietti ⋅ P. Douglas Renfrew ⋅ Vikram Mulligan ⋅ Siavash Golkar

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

LDARNet: DNA Adaptive Representation Network with Learnable Tokenization for Genomic Modeling

In Poster Session 2

Daria Ledneva ⋅ Denis Kuznetsov

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Scientific logicality enriched methodology for LLM reasoning: A practice in physics

In Poster Session 2

Zhaoxin Yu ⋅ Nan Xu ⋅ Kun Chen ⋅ Jiahao Zhao ⋅ Lei Wang ⋅ Wenji Mao

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Machine Learning Hamiltonians are Accurate Energy-Force Predictors

In Poster Session 2

Seongsu Kim ⋅ Chanhui Lee ⋅ Yoonho Kim ⋅ Seongjun Yun ⋅ Honghui Kim ⋅ Nayoung Kim ⋅ Changyoung Park ⋅ Sehui Han ⋅ Sungbin Lim ⋅ Sungsoo Ahn

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

LipoPU: Pocket-level Prediction of Lipid-Protein Interactions via Positive-Unlabeled Learning

In Poster Session 2

Yuxing Wang ⋅ Wenyi Zhang ⋅ Yilong Zou ⋅ Jing Huang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Fast-SAM3D: 3Dfy Anything in Images but Faster

In Poster Session 2

Weilun Feng ⋅ Mingqiang Wu ⋅ zhiliang chen ⋅ Chuanguang Yang ⋅ Haotong Qin ⋅ Yuqi Li ⋅ Xiaokun Liu ⋅ Guoxin Fan ⋅ Zhulin An ⋅ Libo Huang ⋅ Yulun Zhang ⋅ Michele Magno ⋅ Yongjun Xu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

GRASP: Awakening Latent Spatial Reasoning in LVLMs via Training-free Geometric Rectification

In Poster Session 2

Jiadong Yan ⋅ Ke Zhang ⋅ Chenyang Zhao ⋅ Shoushan Li ⋅ Xizhao Luo

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

EARL: Towards a Unified Analysis-Guided Reinforcement Learning Framework for Egocentric Interaction Reasoning and Pixel Grounding

In Poster Session 2

Yuejiao Su ⋅ Xinshen ZHANG ⋅ Zhen Ye ⋅ Lei Yao ⋅ Lap-Pui Chau ⋅ Yi Wang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Open-o3-Video: Grounded Video Reasoning with Explicit Spatio-Temporal Evidence

In Poster Session 2

Jiahao Meng ⋅ Xiangtai Li ⋅ Haochen Wang ⋅ Tan Yue ⋅ Tao Zhang ⋅ Lingdong Kong ⋅ Yunhai Tong ⋅ Anran Wang ⋅ Zhiyang Teng ⋅ Yujing Wang ⋅ Zhuochen Wang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Rethinking Serialization in Linear 3D Vision: Decoupling Anisotropic Geometry from Isotropic Semantics

In Poster Session 2

YinYun Yan ⋅ Liping Zhang ⋅ Tingran Wang ⋅ Jiaxin Deng ⋅ Changshuo Wang ⋅ Limin Jiang ⋅ Shanwei Gao ⋅ Xin Ning

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

EEmo-Logic: A Unified Dataset and Multi-Stage Framework for Comprehensive Image-Evoked Emotion Assessment

In Poster Session 2

Lancheng Gao ⋅ Ziheng Jia ⋅ Zixuan Xing ⋅ Wei Sun ⋅ Huiyu Duan ⋅ Guangtao Zhai ⋅ Xiongkuo Min

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Interactive Segmentation with Elaborate Focus Prior

In Poster Session 2

Kangpeng Hu ⋅ Quansen Sun ⋅ Tao Wang ⋅ Yinghui Sun ⋅ Weihao Zhang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

ACTIVE-o3 : Empowering MLLMs with Active Perception via Pure Reinforcement Learning

In Poster Session 2

Muzhi Zhu ⋅ Hao Zhong ⋅ Canyu Zhao ⋅ Zongze Du ⋅ Mingyu Liu ⋅ Zheng Huang ⋅ Anzhou Li ⋅ Hao Chen ⋅ Cheng Zou ⋅ Jingdong Chen ⋅ Ming Yang ⋅ Chunhua Shen

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

VideoKR: Towards Knowledge- and Reasoning-Intensive Video Understanding

In Poster Session 2

Lin Fu ⋅ Zheyuan Yang ⋅ Yang Wang ⋅ Tingyu Song ⋅ Arman Cohan ⋅ Yilun Zhao

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Contextualized Visual Personalization in Vision-Language Models

In Poster Session 2

Yeongtak Oh ⋅ Sangwon Yu ⋅ Junsung Park ⋅ Han Cheol Moon ⋅ Jisoo (Jenny) Mok ⋅ Sungroh Yoon

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Probabilistic Salient Object Ranking

In Poster Session 2

Rongjin Guo ⋅ Guan Huankang ⋅ Rynson Lau

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Position: Your VLM May Not Be Thinking with Interleaved Images

In Poster Session 2

Wenjie Yang ⋅ Siqi Zhu ⋅ Zengfeng Huang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Boosting Monocular Metric Depth Estimation via Bokeh Rendering

In Poster Session 2

Hangwei Zhang ⋅ Armando Fortes ⋅ Tianyi Wei ⋅ Xingang Pan

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Benchmarking and Evolving Reason-Reflect-Rectify for Reflective Visual Generation

In Poster Session 2

Junjie Wang ⋅ 星华娄 ⋅ Xiangtai Li ⋅ Ye Tian ⋅ Keyu Chen ⋅ Yulin Li ⋅ Bin Kang ⋅ Guangcan Mai ⋅ Yanwei Li ⋅ Zhuotao Tian ⋅ Liqiang Nie

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

World-Shaper: A Unified Framework for 360° Panoramic Editing

In Poster Session 2

Dong Liang ⋅ yuhao liu ⋅ Jinyuan Jia ⋅ Youjun Zhao ⋅ Rynson Lau

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

PhotoAgent: Exploratory Visual Aesthetic Planning with Large Vision Models

In Poster Session 2

Mingde Yao ⋅ Zhiyuan You ⋅ King-Man Tam ⋅ Menglu Wang ⋅ Tianfan Xue

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

PyVision-RL: Forging Open Agentic Vision Models via RL

In Poster Session 2

Shitian Zhao ⋅ Shaoheng Lin ⋅ Ming Li ⋅ Haoquan Zhang ⋅ Wenshuo Peng ⋅ Kaipeng Zhang ⋅ Chen Wei

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

TaRO: Temporal-Aware Reasoning Optimization for Video Temporal Grounding

In Poster Session 2

Minghang Zheng ⋅ Zihao Yin ⋅ YI YANG ⋅ Yuxin Peng ⋅ Yang Liu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

VideoSEAL: Separating Planning from Answer Authority for Agentic Long Video Understanding

In Poster Session 2

Chenhao Qiu ⋅ Yechao Zhang ⋅ Xin Luo ⋅ Shien Song ⋅ Xusheng Liu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Rethinking Human Intent to CAD: Parametric CAD Model Generation via Cooperative Multi-Task Alignment and Spatial-Aware Reinforcement Learning

In Poster Session 2

Qingwang Zhang ⋅ Jiahao Li ⋅ Xiangdong Zhou

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

iVGR: Internalizing Visually Grounded Reasoning for MLLMs with Reinforcement Learning

In Poster Session 2

Changbin Zhang ⋅ Yujie Zhong ⋅ Qiang Zhang ⋅ Kai Han

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

SCOPE: Evolving Symbolic World for Planning in Open-Ended Environments

In Poster Session 2

Yundaichuan Zhan ⋅ Minghe Gao ⋅ Zhongqi Yue ⋅ Wendong Bu ⋅ Wenqiao Zhang ⋅ Guoming Wang ⋅ Jisheng Dang ⋅ Juncheng Li ⋅ Siliang Tang ⋅ Yueting Zhuang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Breaking Dual Bottlenecks: Evolving Unified Multimodal Models into Self-Adaptive Interleaved Visual Reasoners

In Poster Session 2

Qingyang Liu ⋅ Bingjie Gao ⋅ Canmiao Fu ⋅ Zhipeng Huang ⋅ Chen Li ⋅ Feng Wang ⋅ Shuochen Chang ⋅ Shaobo Wang ⋅ Yali Wang ⋅ Keming Ye ⋅ Jiangtong Li ⋅ Li Niu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

PhysForge: Generating Physics-Grounded 3D Assets for Interactive Virtual World

In Poster Session 2

Yunhan Yang ⋅ Chunshi Wang ⋅ Junliang Ye ⋅ YANG LI ⋅ Zanxin Chen ⋅ Zehuan Huang ⋅ Yao Mu ⋅ Zhuo Chen ⋅ Chunchao Guo ⋅ Xihui Liu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Rethinking Video Generation Model for the Embodied World

In Poster Session 2

Yufan Deng ⋅ Zilin Pan ⋅ Hongyu Zhang ⋅ Xiaojie Li ⋅ Huruoqing ⋅ Yufei Ding ⋅ Yiming Zou ⋅ Yan Zeng ⋅ Zhou Daquan

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

PaperBanana: Automating Academic Illustration for AI Scientists

In Poster Session 2

Dawei Zhu ⋅ Rui Meng ⋅ Yale Song ⋅ Xiyu Wei ⋅ Sujian Li ⋅ Tomas Pfister ⋅ Jinsung Yoon

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

PhysHanDI: Physics-Based Reconstruction of Hand-Deformable Object Interactions

In Poster Session 2

Jihyun Lee ⋅ Changmin Lee ⋅ Donghwan Kim ⋅ Tae-Kyun Kim

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

RelaxFlow: Text-Driven Amodal 3D Generation

In Poster Session 2

Jiayin Zhu ⋅ Guoji Fu ⋅ Xiaolu Liu ⋅ Qiyuan He ⋅ Yicong Li ⋅ Angela Yao

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Pareto-Guided Optimal Transport for Multi-Reward Alignment

In Poster Session 2

Ying Ba ⋅ Tianyu Zhang ⋅ Mohan Zhou ⋅ Yalong Bai ⋅ Wenyi Mo ⋅ Guiwei Zhang ⋅ Bing Su ⋅ Ji-Rong Wen

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

GUI-Spotlight: Adaptive Iterative Focus Refinement for Enhanced GUI Visual Grounding

In Poster Session 2

Bin Lei ⋅ Nuo Xu ⋅ Ali Payani ⋅ Mingyi Hong ⋅ Chunhua Liao ⋅ Yu Cao ⋅ Caiwen Ding

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

World-R1: Reinforcing 3D Constraints for Text-to-Video Generation

In Poster Session 2

Weijie Wang ⋅ Xiaoxuan He ⋅ Youping Gu ⋅ Zeyu Zhang ⋅ Yefei He ⋅ Yanbo Ding ⋅ Donny Y. Chen ⋅ Xirui Hu ⋅ Zhiyuan He ⋅ Yuqing Yang ⋅ Yifan Yang ⋅ Bohan Zhuang

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Efficient Generative Modeling beyond Memoryless Diffusion via Adjoint Schrödinger Bridge Matching

In Poster Session 2

Jeongwoo Shin ⋅ Jinhwan Sul ⋅ Joonseok Lee ⋅ Jaewoong Choi ⋅ Jaemoo Choi

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

VidLaDA: Bidirectional Diffusion Large Language Models for Efficient Video Understanding

In Poster Session 2

Zhihao He ⋅ Tieyuan Chen ⋅ Kangyu Wang ⋅ Ziran Qin ⋅ Yang Shao ⋅ Chaofan Gan ⋅ Shijie Li ⋅ Zuxuan Wu ⋅ Weiyao Lin

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

MICE-Bench: A Challenging and Comprehensive Benchmark for Multi-Reference Image Creation and Editing

In Poster Session 2

Siqi Luo ⋅ Huayu Zheng ⋅ Jianghan Shen ⋅ Yi Xin ⋅ Luxin Xu ⋅ Jiyao Liu ⋅ Xinyu Zhang ⋅ Hang Zhou ⋅ Pengyu Xie ⋅ Xiaohui Li ⋅ Shuo Cao ⋅ Yuandong Pu ⋅ Junjun He ⋅ Bin Fu ⋅ Yihao Liu ⋅ Yu Qiao ⋅ Guangtao Zhai ⋅ Yuewen Cao ⋅ Xiaohong Liu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Motion-Residual Conflict-Aware Time Reversal for Generative Inbetweening

In Poster Session 2

Zhenbang zhang ⋅ Zihui Cui ⋅ Haythem El-Messiry ⋅ Renmin Han ⋅ Zhiqiang Xu

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

StableI2I: Spotting Unintended Changes in Image-to-Image Transition

In Poster Session 2

Jiayang Li ⋅ Shuo Cao ⋅ Xiaohui Li ⋅ Zhizhen Zhang ⋅ Kaiwen Zhu ⋅ Yule Duan ⋅ Yu Qiao ⋅ Jian Zhang ⋅ Yihao Liu

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Real-Time and Lightweight Diffusion Image Compression

In Poster Session 2

Zhaoyang Jia ⋅ Naifu Xue ⋅ Zihan Zheng ⋅ Jiahao Li ⋅ Bin Li ⋅ Xiaoyi Zhang ⋅ Zongyu Guo ⋅ Yuan Zhang ⋅ Houqiang Li ⋅ Yan Lu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

TexEditor: Structure-Preserving Text-Driven texture Editing

In Poster Session 2

Bo Zhao ⋅ Yihang Liu ⋅ Chenfeng Zhang ⋅ Huan Yang ⋅ Kun Gai ⋅ Wei Ji

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

PSBench: Editing Image via GUI Agents in Photoshop

In Poster Session 2

Yinuo Zhang ⋅ Zian Cheng ⋅ Ziya Zhao ⋅ Zongyu Li ⋅ Bingshuo Liu ⋅ Qingbin Liu ⋅ Junxian Cai ⋅ chen ⋅ Zhiying Tu ⋅ Dianhui Chu ⋅ Xiaoyan Yu ⋅ Dianbo Sui

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Beyond VLM-Based Rewards: Diffusion-Native Latent Reward Modeling

In Poster Session 2

Gongye Liu ⋅ Bo Yang ⋅ Zhi Yida ⋅ Zhizhou Zhong ⋅ Lei Ke ⋅ Didan Deng ⋅ Han Gao ⋅ Yongxiang Huang ⋅ Kaihao Zhang ⋅ Hongbo Fu ⋅ Wenhan Luo

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

LSGQuant: Layer-Sensitivity Guided Quantization for One-Step Diffusion Real-World Video Super-Resolution

In Poster Session 2

Tianxing Wu ⋅ Zheng Chen ⋅ Cirou Xu ⋅ Bowen Chai ⋅ Yong Guo ⋅ Yutong Liu ⋅ Linghe Kong ⋅ Yulun Zhang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

T2AV-Compass: Towards Unified Evaluation for Text-to-Audio-Video Generation

In Poster Session 2

Zhe Cao ⋅ Tao Wang ⋅ Jiaming Wang ⋅ Yanghai Wang ⋅ Yuanxing Zhang ⋅ Jiahao Wang ⋅ Jialu Chen ⋅ Miao Deng ⋅ Chenxi Liao ⋅ Yize Zhang ⋅ Yubin Guo ⋅ Zhaoxiang Zhang ⋅ Jiaheng Liu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Self-Prompting Diffusion Transformer for Open-Vocabulary Scene Text Edit via In-Context Learning

In Poster Session 2

Hongxi Li ⋅ Tong Wang ⋅ WU CHENGJING ⋅ Tianbao Liu ⋅ Jiangtao Yao ⋅ Xiaochao Qu ⋅ Luoqi Liu ⋅ Xinxiao Wu ⋅ Ting Liu

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

CLEAR: Context-Aware Learning with End-to-End Mask-Free Inference for Adaptive Subtitle Removal

In Poster Session 2

Qingdong He ⋅ Chaoyi Wang ⋅ Peng TANG ⋅ Yifan Yang ⋅ Xiaobin Hu

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

From Inpainting to Editing: Unlocking Robust Mask-Free Visual Dubbing via Generative Bootstrapping

In Poster Session 2

Xu He ⋅ Haoxian Zhang ⋅ Hejia Chen ⋅ Changyuan Zheng ⋅ Liyang Chen ⋅ Songlin Tang ⋅ Jiehui Huang ⋅ Xiaoqiang Liu ⋅ Pengfei Wan ⋅ Zhiyong Wu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Trajectory-Stabilized Inference for Diffusion-Based Video Inpainting

In Poster Session 2

Zhanhe Zhang ⋅ Jiahua Li ⋅ Kun Wei ⋅ Xu Yang ⋅ Cheng Deng

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Preference-Enhanced Reinforcement Learning for Pluralistic Image Inpainting

In Poster Session 2

Peng Zhou ⋅ Muqi Huang ⋅ Tianshuo Qu ⋅ Jingyang Wang ⋅ kun Zhou ⋅ Chuan Li ⋅ Feng Shi ⋅ Shi Chen ⋅ Yun Xiong

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

MiVE: Multiscale Vision-language features for reference-guided video Editing

In Poster Session 2

Tong Wang ⋅ Meng Zou ⋅ WU CHENGJING ⋅ Xiaochao Qu ⋅ Luoqi Liu ⋅ Xiaolin Hu ⋅ Ting Liu

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

InfVSR: Toward Consistency-Driven Streaming Generative Video Super-Resolution

In Poster Session 2

Ziqing Zhang ⋅ Kai Liu ⋅ Zheng Chen ⋅ Xi Li ⋅ Yucong Chen ⋅ Bingnan Duan ⋅ Linghe Kong ⋅ Yulun Zhang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

When Attributes Disagree: Gradient Conflict in Image Aesthetic Assessment

In Poster Session 2

Ye Wang ⋅ Maocai Dai ⋅ Jiang Xie ⋅ Xiuli Bi ⋅ Fei Tao ⋅ Xiao Li ⋅ Hong Yu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Latent Forcing: Reordering the Diffusion Trajectory for Pixel-Space Image Generation

In Poster Session 2

Alan Baade ⋅ Eric Chan ⋅ Kyle Sargent ⋅ Changan Chen ⋅ Justin Johnson ⋅ Ehsan Adeli ⋅ Li Fei-Fei

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Manifold-Aligned Guided Integrated Gradients for Reliable Feature Attribution

In Poster Session 2

Soyeon Kim ⋅ Seongwoo Lim ⋅ Kyowoon Lee ⋅ Jaesik Choi

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Alterbute: Editing Intrinsic Attributes of Objects in Images

In Poster Session 2

Tal Reiss ⋅ Daniel Winter ⋅ Matan Cohen ⋅ Alex Rav-Acha ⋅ Yael Pritch ⋅ Ariel Shamir ⋅ Yedid Hoshen

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

ChartE$^{3}$: A Comprehensive Benchmark for End-to-End Chart Editing

In Poster Session 2

Shuo Li ⋅ Jiajun Sun ⋅ Zhekai Wang ⋅ Xiaoran Fan ⋅ Hui Li ⋅ Dingwen Yang ⋅ Zhiheng Xi ⋅ Yijun Wang ⋅ Zifei Shan ⋅ Tao Gui ⋅ Qi Zhang ⋅ Xuanjing Huang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

AnyCanvas: Potential Field Guidance for Training-Free Spatial Control in Text-to-Image Diffusion

In Poster Session 2

Tianyi Xie ⋅ Zhiyuan Yu ⋅ kaihong huang ⋅ Beilun Wang ⋅ Zhaoyang Wang ⋅ Dian Shen

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

WEVSR: Adapting Video Diffusion Generators to Real-World Video Super‑Resolution with Wavelet-Enhanced VAE Encoder

In Poster Session 2

Yuying Chen ⋅ Liu ⋅ Linyan Jiang ⋅ Qifan Gao ⋅ Xianguo Zhang ⋅ Jianhou Gan ⋅ Wenqi Ren

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

DiscoForcing: A Unified Framework for Real-Time Audio-Driven Character Control with Diffusion Forcing

In Poster Session 2

Kaiyang Ji ⋅ Bingsheng Qian ⋅ Binghuan Wu ⋅ Kangyi Chen ⋅ Ye Shi ⋅ Jingya Wang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Distillation Models are Good Samplers for Diffusion Reinforcement Learning

In Poster Session 2

Zunxu Liu ⋅ Aiqiu Wu ⋅ Zhaofan Qiu ⋅ Yingwei Pan ⋅ Ting Yao ⋅ Tao Mei

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Geometrically Constrained Stenosis Editing in Coronary Angiography via Entropic Optimal Transport

In Poster Session 2

Jialin Li ⋅ Zhuo Zhang ⋅ Cao Yue ⋅ Shuai Xiao ⋅ Guipeng Lan ⋅ Jiabao Wen ⋅ Jiachen Yang

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Physiology-Aware Masked Cross-Modal Reconstruction for Biosignal Representation Learning

In Poster Session 2

Hao Zhou ⋅ Simon Lee ⋅ Cyrus Tanade ⋅ Keum San Chun ⋅ Juhyeon Lee ⋅ Migyeong Gwak ⋅ Megha Thukral ⋅ Justin Sung ⋅ Eugene Hwang ⋅ Mehrab Bin Morshed ⋅ Li Zhu ⋅ Viswam Nathan ⋅ Mahbubur Rahman ⋅ Subramaniam Venkatraman ⋅ Sharanya Desai

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Position: Beyond Prediction: Toward Verifiable Physiological Waveform Reasoning with Foundation Models and Agentic LLMs

In Poster Session 2

Xiaoda Wang ⋅ Ching Chang ⋅ Defu Cao ⋅ Kaiqiao Han ⋅ Fang Sun ⋅ Yue Huang ⋅ Minxiao Wang ⋅ Chang Xu ⋅ Xiao Luo ⋅ Runze Yan ⋅ Xiangliang Zhang ⋅ Xiao Hu ⋅ Yan Liu ⋅ Yizhou Sun ⋅ Wei Wang ⋅ Carl Yang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

HEARTS: Benchmarking LLM Reasoning on Health Time Series

In Poster Session 2

Sirui Li ⋅ Shuhan Xiao ⋅ Mihir Joshi ⋅ Ahmed Metwally ⋅ Daniel McDuff ⋅ Wei Wang ⋅ Yuzhe Yang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Adaptive DNA Sequence Modeling via Synergistic Plasticity Units

In Poster Session 2

Binghao Liu ⋅ Wenzheng Zhao ⋅ Zhijie Zheng ⋅ Fei Gu

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

MedMosaic: A Challenging Large Scale Benchmark of Diverse Medical Audio

In Poster Session 2

Harshit Rajgarhia ⋅ Shuubham Ojha ⋅ Asif Shaik ⋅ Akhil Pothanapalli ⋅ Rachuri Lokesh ⋅ Abhishek Mukherji ⋅ Prasanna Desikan

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Unlocking Cross-Modal Biosignal Synthesis: A Temporally-Aware VAE-Diffusion Model

In Poster Session 2

Chenyang Xu ⋅ Dezhen Wang ⋅ Hao Wang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

EvoEGF-Mol: Evolving Exponential Geodesic Flow for Structure-based Drug Design

In Poster Session 2

Yaowei Jin ⋅ Junjie Wang ⋅ Cheng Cao ⋅ Penglei Wang ⋅ Duo An ⋅ Qian Shi

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Foundation VAE for CT Reconstruction, Augmentation, and Generation

In Poster Session 2

Qi Chen ⋅ Shuhan Ding ⋅ Yu Gu ⋅ Nan Liu ⋅ Jiang Bian ⋅ Alan Yuille ⋅ Zongwei Zhou ⋅ Jingjing Fu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Reference-Free Meta-Learning for Generalized Implicit Neural Representation in Efficient MRI Reconstruction

In Poster Session 2

Haonan Zhang ⋅ Qing Wu ⋅ Xuanyu Tian ⋅ Bowen Li ⋅ Yuyao Zhang ⋅ Hongjiang Wei

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

HDTree: Generative Modeling of Cellular Hierarchies for Robust Lineage Inference

In Poster Session 2

Zelin Zang ⋅ WenZhe Li ⋅ Yongjie Xu ⋅ Chang Yu ⋅ Changxi Chi ⋅ Jingbo Zhou ⋅ Zhen Lei ⋅ Stan Z Li

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Deep Learning for Bioimaging: What are we actually learning?

In Poster Session 2

Ivan Svatko ⋅ Maxime Sanchez ⋅ Ihab Bendidi ⋅ Gilles Cottrell ⋅ Auguste Genovesio

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

DIYHealth Suite: Dataset, Model, and Benchmark for Health Management at Home

In Poster Session 2

Changshuo Liu ⋅ Wu Junran ⋅ Zhongle Xie ⋅ Wenqiao Zhang ⋅ Kaiping Zheng ⋅ Jiaqi Zhu ⋅ Qingpeng Cai ⋅ Gene Anne Ooi ⋅ Marcus CJ Tan ⋅ Jianwei Yin ⋅ James Yip ⋅ Beng Chin Ooi

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Discontinuous Galerkin Neural Operator for Pathology Defocus Deblurring

In Poster Session 2

Shaoqing Duan ⋅ Haofei Song ⋅ Xintian Mao ⋅ Qingli Li ⋅ Yan Wang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Physiology as Language: Translating Nocturnal Breathing to EEG

In Poster Session 2

Kaiwen Zha ⋅ Chao Li ⋅ Hao He ⋅ Peng Cao ⋅ Tianhong Li ⋅ Ali Mirzazadeh ⋅ Ellen Zhang ⋅ Jong Lee ⋅ Yoon Kim ⋅ Dina Katabi

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Position: Deciphering the Functions of DNAs, RNAs, and Proteins Should Consider Multi-Modal Large Language Models

In Poster Session 2

Pengtao Xie ⋅ Victor Nizet ⋅ Lei Wang ⋅ Ahmed Alaa ⋅ Daniel Zielinski ⋅ Trey Ideker ⋅ Bernhard Palsson

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Chamaileon: Cross-Context Binder Design with Contextualized Modeling and Mixed Sampling

In Poster Session 2

Hengyuan Cao ⋅ Shizhuo Cheng ⋅ Mingxuan Liu ⋅ Weicheng Huang ⋅ Yunhong Lu ⋅ chenxi cai ⋅ Yan Zhang ⋅ Min Zhang

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

ECG-R1: Protocol-Guided and Modality-Agnostic MLLM for Reliable ECG Interpretation

In Poster Session 2

Jiarui Jin ⋅ Haoyu Wang ⋅ Xingliang Wu ⋅ Xiaocheng Fang ⋅ Xiang Lan ⋅ Zihan Wang ⋅ Deyun Zhang ⋅ Bo Liu ⋅ Yingying Zhang ⋅ Xian Wu ⋅ Hongyan Li ⋅ Shenda Hong

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

RiboSphere: Learning Unified and Efficient Representations of RNA Structures

In Poster Session 2

Zhou Zhang ⋅ Hanqun CAO ⋅ Cheng Tan ⋅ Fang Wu ⋅ Pheng Ann Heng ⋅ Tianfan Fu

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

TSMGen: Target-Specific Molecule Generation via Higher-Order Structural Dependencies and Context-Aware Bidirectional Fusion

In Poster Session 2

Yaoyu Chen ⋅ Xiaoli Lin ⋅ Ziyi Gong ⋅ Jun Pang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Enhancing Protein-Protein Interaction Prediction with Hierarchical Motif-based Multimodal Protein Embedding

In Poster Session 2

Zaifei YANG ⋅ Samuel Choi ⋅ James Kwok

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

EpiTwin: Spatiotemporal Graph Transformers for Epileptic sEEG Signal Reconstruction

In Poster Session 2

Jingbo Yang ⋅ Yunfeng Zhao ⋅ Chao Qiu ⋅ Yulin Sun ⋅ Xiuyun Liu ⋅ Xiaofei Wang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

SGERA: Stein-Guided ECG-Report Alignment for ECG Representation Learning

In Poster Session 2

Jian Chen ⋅ Yipeng Du ⋅ Wenhao Yuan ⋅ Shuai Wang ⋅ Jinfeng Xu ⋅ Zewei Liu ⋅ Running Zhao ⋅ Edith Ngai

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

StethoLM: Audio Language Model for Cardiopulmonary Analysis Across Clinical Tasks

In Poster Session 2

Yishan Wang ⋅ Tsai-Ning Wang ⋅ Mathias Funk ⋅ Aaqib Saeed

[ URL] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Explicit representation of germline and non-germline residues improves antibody language modeling

In Poster Session 2

Jeonghyeon Kim ⋅ Nathaniel Blalock ⋅ Ameya Kulkarni ⋅ Kensuke Nakamura ⋅ Philip Romero

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Position: Evaluation of ECG Representations Must Be Fixed

In Poster Session 2

Zachary Berger ⋅ Daniel Prakah-Asante ⋅ John Guttag ⋅ Collin Stultz

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Spherical Procrustes Alignment for Reliable Medical Audio Diagnosis

In Poster Session 2

ying wang ⋅ Guoheng Huang ⋅ Chan-Tong Lam ⋅ Xiaochen Yuan

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Emergent Biological Realism in RL-Trained DNA Language Models

In Poster Session 2

Anton Thiel ⋅ Chris P Barnes ⋅ Angus Cunningham

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

CONTEXTOR: Contextualized High-order Contrastive Learning

In Poster Session 2

Ze Cai ⋅ Hanzhe Liang ⋅ Sihang Zeng ⋅ Binbin Zhou ⋅ Jun Wen

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

FlowPET: Physics-Informed Symplectic Flow Matching for Low-Count PET Reconstruction

In Poster Session 2

Zheng Zhang ⋅ Hao Tang ⋅ Yingying Hu ⋅ zhanli hu ⋅ Jing Qin

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

A Regime-Aware Trajectory Prediction Framework for 1000+ Systems Biology Models

In Poster Session 2

heng rao ⋅ Jason Zhang ⋅ Yu Gu ⋅ Zhenghao Liu ⋅ Ge Yu ⋅ Jeffrey Su ⋅ Yang Cao ⋅ Fan Yang ⋅ Minghan Chen

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

SleepLM: Natural-Language Intelligence for Human Sleep

In Poster Session 2

Zongzhe Xu ⋅ Zitao Shuai ⋅ Eideen Mozaffari ⋅ Ravi Aysola ⋅ Rajesh Kumar ⋅ Yuzhe Yang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Co-Generative De Novo Functional Protein Design

In Poster Session 2

XinRui Chen ⋅ YIZHEN LUO ⋅ Siqi Fan ⋅ Zaiqing Nie

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Protein Fold Classification at Scale: Benchmarking and Pretraining

In Poster Session 2

Dexiong Chen ⋅ Andrei Manolache ⋅ Mathias Niepert ⋅ Karsten Borgwardt

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

From Knowledge to Inference: Formalizing Specialized Public Health Reasoning on GlobalHealthAtlas

In Poster Session 2

Zhaokun Yan ⋅ Shan Xu ⋅ Wuzheng Dong ⋅ Zhaohan Liu ⋅ Lijie Feng ⋅ CHENGXIAO DAI ⋅ Chen Tianqi ⋅ Yingting Li ⋅ Yi Zhang ⋅ Yunpu Ma ⋅ Binfan Liu ⋅ Wenting Wei ⋅ Tongning Wu

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

AgentSteerTTS: A Multi-Agent Closed-Loop Framework for Composite-Instruction Text-to-Speech

In Poster Session 2

Bin Kang ⋅ Shaoguo Wen ⋅ Yang Fan ⋅ Shunlong Wu ⋅ Junjie Wang ⋅ Yulin Li ⋅ Junzhi Zhao ⋅ Junle Wang ⋅ Zhuotao Tian

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Formalizing the Binding Problem

In Poster Session 2

Lianghuan Huang ⋅ Yihao Li ⋅ Saeed Salehi ⋅ Yingshan Chang ⋅ Ansh Soni ⋅ Konrad Kording

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

A Factorized Low-Rank RNN Framework for Uncovering Independent Neural Latent Dynamics and Connectivity

In Poster Session 2

Chengrui Li ⋅ Yunmiao Wang ⋅ Yule Wang ⋅ Weihan Li ⋅ Dieter Jaeger ⋅ Anqi Wu

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Dynamics and representation structure of local approximations to gradient-based learning in linear recurrent neural networks

In Poster Session 2

Ezekiel Williams ⋅ Alexandre Payeur ⋅ Guillaume Lajoie

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

How do Human Processes AI-generated Hallucination Contents: a Neuroimaging Study

In Poster Session 2

Shuqi Zhu ⋅ Yi Zhong ⋅ Ziyi Ye ⋅ Bangde Du ⋅ Yujia Zhou ⋅ Qingyao Ai ⋅ Yiqun LIU

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

LERD: Latent Event-Relational Dynamics for Neurodegenerative Classification

In Poster Session 2

Yicheng Feng ⋅ Hairong Chen ⋅ Ziyu Jia ⋅ Samir Bhatt ⋅ Hengguan Huang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Vision Language Models Cannot Reason About Physical Transformation

In Poster Session 2

Dezhi Luo ⋅ Yijiang Li ⋅ Maijunxian Wang ⋅ Tianwei Zhao ⋅ Bingyang Wang ⋅ siheng wang ⋅ Pinyuan Feng ⋅ Pooyan Rahmanzadehgervi ⋅ Ziqiao Ma ⋅ Hokin Deng

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Biologically plausible heavy-tailed connectivity enhances generalizations on cognitive tasks in recurrent neural networks

In Poster Session 2

Zhe Jiao ⋅ Xiaodong He ⋅ Shanglin Zhou

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Fine-grained Analysis of Brain-LLM Alignment through Input Attribution

In Poster Session 2

Michela Proietti ⋅ Roberto Capobianco ⋅ Mariya Toneva

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Structure Abstraction and Generalization in a Hippocampus-Entorhinal Inspired World Model

In Poster Session 2

Tianqiu Zhang ⋅ Muyang Lyu ⋅ Xiao Liu ⋅ Si Wu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

A Deep Learning Model of Mental Rotation Informed by Interactive VR Experiments

In Poster Session 2

Raymond Khazoum ⋅ Daniela Fernandes ⋅ Aleksandr Krylov ⋅ Qin Li ⋅ Stephane Deny

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Representational Similarity and Model Behavior in Multi-Agent Interaction

In Poster Session 2

Yujin Potter ⋅ Seun Eisape ⋅ Shiyang Lai ⋅ Alexander Huth ⋅ James Evans ⋅ Been Kim ⋅ Jacob Eisenstein ⋅ Dawn Song ⋅ Alane Suhr

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

A Spiking Heterogeneous Harmonic Resonate-and-Fire State Space Model for Time Series

In Poster Session 2

Kartikay Agrawal ⋅ Vaishnavi N ⋅ Abhijeet Vikram ⋅ Vedant Sharma ⋅ Ayon Borthakur

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Learning Biophysical Models of Large-Scale Multineuronal Data To Enable Precise Neurostimulation

In Poster Session 2

Amrith Lotlikar ⋅ Ian Tanoh ⋅ Praful Vasireddy ⋅ Andrew Lanpouthakoun ⋅ Michael A Sommeling ⋅ Ramandeep Vilkhu ⋅ A.J. Phillips ⋅ Alexander Sher ⋅ Alan Litke ⋅ Scott Linderman ⋅ EJ Chichilnisky ⋅ Subhasish Mitra

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Position: Hippocampal Explicit Memory Is a Cornerstone to Human-Level AI

In Poster Session 2

Sangjun Park

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

A Conflict-aware Evidential Framework for Reliable Sleep Stage Classification

In Poster Session 2

Yunzhi Tian ⋅ Dekui Wang ⋅ Jun Feng ⋅ Qirong Bu ⋅ Wei Zhou ⋅ Xingxing Hao

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

NeuronCtrl: Geometry-Aware Safe Closed-Loop Generative Control for Neuronal Microenvironment Dynamics

In Poster Session 2

Haowei Xu ⋅ Yixin Chen ⋅ Wanyi Fu ⋅ Hongbin Han ⋅ Zhaoheng Xie

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Can vision language models learn intuitive physics from interaction?

In Poster Session 2

Luca M. Schulze Buschoff ⋅ Konstantinos Voudouris ⋅ Can Demircan ⋅ Eric Schulz

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Multi-Integration of Labels across Categories for Component Identification (MILCCI)

In Poster Session 2

Noga Mudrik ⋅ Yuxi Chen ⋅ Gal Mishne ⋅ Adam Charles

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

AI Engram: In Search of Memory Traces in Artificial Intelligence

In Poster Session 2

Jea Kwon ⋅ Dong-Kyum Kim ⋅ Jiwon Kim ⋅ Yonghyun Kim ⋅ Woong Kook ⋅ MEEYOUNG CHA

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

From Associations to Activations: Comparing Behavioral and Hidden-State Semantic Geometry in LLMs

In Poster Session 2

Louis Schiekiera ⋅ Max Zimmer ⋅ Christophe Roux ⋅ Sebastian Pokutta ⋅ Fritz Günther

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Can local learning match self-supervised backpropagation?

In Poster Session 2

Wu S. Zihan ⋅ Ariane Delrocq ⋅ Wulfram Gerstner ⋅ Guillaume Bellec

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Error Amplification Limits ANN-to-SNN Conversion in Continuous Control

In Poster Session 2

Zijie Xu ⋅ Zihan Huang ⋅ Yiting Dong ⋅ Kang Chen ⋅ Wenxuan Liu ⋅ Zhaofei Yu

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

CHESS: Chebyshev Spectral Synthesis for Trajectory Condensation

In Poster Session 2

Ruituo Wu ⋅ Hongyu Zhang ⋅ Qiang Wang ⋅ Jiawei Du ⋅ Wei Cui ⋅ Ce Zhu ⋅ Bing Li

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Decoupling Universal Laws and Environmental Heterogeneity: A Physics-Inspired Framework for Robust Spatio-Temporal Forecasting

In Poster Session 2

Ao Liu ⋅ Liming Wei ⋅ YAYING ZHANG

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Towards a Unified Generative Model for Scarce Time Series with Domain Experts

In Poster Session 2

Zihao Yao ⋅ Qi Zheng ⋅ Jiankai Zuo ⋅ YAYING ZHANG

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

GradMem: Learning to Write Context into Memory with Test-Time Gradient Descent

In Poster Session 2

Yuri Kuratov ⋅ Matvey Kairov ⋅ Aydar Bulatov ⋅ Ivan Rodkin ⋅ Mikhail Burtsev

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Score Based Error Correcting Code Decoder

In Poster Session 2

Alon Helvits ⋅ Eliya Nachmani

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Gated Relational Alignment via Confidence-based Distillation for Efficient VLMs

In Poster Session 2

Yanlong Chen ⋅ Amir Habibian ⋅ Luca Benini ⋅ Yawei Li

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

TMS: Trajectory-Mixed Supervision for Reward-Free, On-Policy SFT

In Poster Session 2

Rana Khan ⋅ Zijie Liu ⋅ Zhen Tan ⋅ Charles Fleming ⋅ Tianlong Chen

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

GIST: Targeted Data Selection for Instruction Tuning via Coupled Optimization Geometry

In Poster Session 2

Guanghui Min ⋅ Tianhao Huang ⋅ Ke Wan ⋅ Chen Chen

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Continual Model Routing in Evolving Model Hubs

In Poster Session 2

Jack Bell ⋅ Giacomo Carfì ⋅ Gerlando Gramaglia ⋅ Vincenzo Lomonaco

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Residual Context Diffusion Language Models

In Poster Session 2

Yuezhou Hu ⋅ Harman Singh ⋅ Monishwaran Maheswaran ⋅ Haocheng Xi ⋅ Coleman Hooper ⋅ Jintao Zhang ⋅ Aditya Tomar ⋅ Michael Mahoney ⋅ Sewon Min ⋅ Mehrdad Farajtabar ⋅ Kurt Keutzer ⋅ Amir Gholaminejad ⋅ Chenfeng Xu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

MetaMoE: Diversity-Aware Proxy Selection for Privacy-Preserving Mixture-of-Experts Unification

In Poster Session 2

Weisen Jiang ⋅ Shuhao Chen ⋅ Sinno Jialin Pan

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

The Lie We Tell: Correcting the Euclidean Fallacy in Vision Language Action Policies via Score Matching on Tangent Space

In Poster Session 2

Bing-Cheng Chuang ⋅ I-Hsuan Chu ⋅ Bor Jiun Lin ⋅ Yang YuanFu ⋅ Min Sun ⋅ Chun-Yi Lee

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

THETA: Threshold-Based Exclusive Batching for Memory-Bandwidth-Constrained LLM Inference

In Poster Session 2

Weifang Zhang ⋅ Yuzhou Nie ⋅ Bowen Pang ⋅ Guangrui Ma ⋅ Shining Wu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

SALAAD: Sparse And Low-Rank Adaptation via ADMM for Large Language Model Inference

In Poster Session 2

Hao Ma ⋅ Melis Ilayda Bal ⋅ Liang Zhang ⋅ Bingcong Li ⋅ Niao He ⋅ Melanie Zeilinger ⋅ Michael Muehlebach

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Leveraging Evidence Priors for Robust Prompt Learning under Noisy Supervision in Vision-Language Models

In Poster Session 2

Junnan Zou ⋅ Zhu Teng ⋅ Wei Zhang ⋅ Ming He ⋅ Jianping Fan

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

An In-Depth Study on Deep Learning Model Cloning

In Poster Session 2

Bin Hu ⋅ Xiancong Pan ⋅ Dongjin Yu ⋅ Tianyi Hu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Euclean: Automated Geometry Problem Formalization with Unified Verification in Lean

In Poster Session 2

Linbin Tang ⋅ Jingyan You ⋅ Zilin Kang ⋅ Hanzhang Liu ⋅ Sophia Zhang ⋅ Zenan Li ⋅ Chenrui Cao ⋅ Liangcheng Song ⋅ Jiaao Wu ⋅ Xian Zhang ⋅ Fan Yang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Fedfit: Federated dynamic pruning via Fisher Information scoring

In Poster Session 2

Meng Bi ⋅ Hong Huang ⋅ Jinlong Song ⋅ Charles Wang ⋅ Chengming Hu ⋅ Xi Chen ⋅ Ting Yu ⋅ Xue Liu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

DLM-Scope: Mechanistic Interpretability of Diffusion Language Models via Sparse Autoencoders

In Poster Session 2

Xu Wang ⋅ Bingqing Jiang ⋅ Yu Wan ⋅ Baosong Yang ⋅ Lingpeng Kong ⋅ Difan Zou

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Position: Weight Space Should Be a First-Class Generative AI Modality

In Poster Session 2

Zhangyang “Atlas” Wang ⋅ Kai Wang ⋅ Peihao Wang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

OOVDet: Low-Density Prior Learning for Zero-Shot Out-of-Vocabulary Object Detection

In Poster Session 2

Binyi Su ⋅ chenghao huang ⋅ Chenhaiyong

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Reliable Neighborhood-Aware Multi-View Outlier Detection

In Poster Session 2

Huijie Ma ⋅ Haoyuan Xin ⋅ Lei Meng ⋅ Guanzhou Ke ⋅ Yongyong Chen ⋅ Guoqing Chao

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

TabPack: Efficient Hyperparameter Ensembles for Tabular Deep Learning

In Poster Session 2

Yury Gorishniy ⋅ Akim Kotelnikov ⋅ Ivan Rubachev ⋅ Artem Babenko

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Unifying Heterogeneous Degradations: Uncertainty-Aware Diffusion Bridge Model for All-in-One Image Restoration

In Poster Session 2

Luwei Tu ⋅ Jiawei Wu ⋅ Xing Luo ⋅ Zhi Jin

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

PinTok: Tokenizers Deserve Dedicated Pinned CPU-Compute and Memory

In Poster Session 2

Sean Choi ⋅ Myungheon Chin ⋅ Ernest Ryu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

cMoLLM at Scale: Horizontal Scaling Laws for Convolutionally-Gated Mixture-of-LLMs

In Poster Session 2

Xin Yang ⋅ Yemin Wang ⋅ Mingda Liu ⋅ Letian Li ⋅ Shuaishuai Cao ⋅ ZhengXiao He ⋅ Ryan Dong

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

FedHera: Towards Drift-Resilient Federated Fine-tuning with Heterogeneous Resources

In Poster Session 2

Ke Xiao ⋅ Qiyuan Wang ⋅ Christos Anagnostopoulos ⋅ Zhuoran Tan ⋅ Wenhao Li

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Relative Entropy Estimation in Function Space: Theory and Applications to Trajectory Inference

In Poster Session 2

CHAO WANG ⋅ Luca Nepote ⋅ Giulio Franzese ⋅ Pietro Michiardi

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

SparseOpt: Addressing Normalization-induced Gradient Skew in Sparse Training

In Poster Session 2

Adnan Mohammed ⋅ Rohan Jain ⋅ Tom Jacobs ⋅ Ekansh Sharma ⋅ Rahul G. Krishnan ⋅ Rebekka Burkholz ⋅ Yani Ioannou

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

RT-Lynx: Putting the GEMM Sparsity In a Right Way for Diffusion Models

In Poster Session 2

Xing Cong ⋅ Hanlin Tang ⋅ Kan Liu ⋅ Lan Tao ⋅ Lin Qu ⋅ chenhao xie

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Trading Complexity for Expressivity Through Structured Generalized Linear Token Mixing

In Poster Session 2

Erwan Fagnou ⋅ Paul Caillon ⋅ Blaise Delattre ⋅ Alexandre Allauzen

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Efficient Test-time Inference for Generative Planning Models with OCL Search

In Poster Session 2

Robert Gieselmann ⋅ Mihai Samson ⋅ Federico Pecora ⋅ Jeremy Wyatt

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Learning Unmasking Policies for Diffusion Language Models

In Poster Session 2

Metod Jazbec ⋅ Theo X. Olausson ⋅ Louis Béthune ⋅ Pierre Ablin ⋅ Michael Kirchhof ⋅ Joao Monteiro ⋅ Victor Guilherme Turrisi da Costa ⋅ Jason Ramapuram ⋅ Marco Cuturi

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Rethinking Gating Mechanism in Sparse MoE: Handling Arbitrary Modality Inputs with Confidence-Guided Gate

In Poster Session 2

Liangwei Zheng ⋅ Wei Emma Zhang ⋅ Mingyu Guo ⋅ Olaf Maennel ⋅ Weitong Chen

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Thoughtbubbles: an Unsupervised Method for Parallel Thinking in Latent Space

In Poster Session 2

Houjun Liu ⋅ Shikhar Murty ⋅ Christopher Manning ⋅ Róbert Csordás

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Building Better Deception Probes Using Targeted Instruction Pairs

In Poster Session 2

Vikram Natarajan ⋅ Devina Jain ⋅ Shivam Arora ⋅ Satvik Golechha ⋅ Joseph Bloom

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Efficient, Property-Aligned Fan-Out Retrieval via RL-Amortized Diffusion

In Poster Session 2

Pengcheng Jiang ⋅ Judith Li ⋅ Moonkyung Ryu ⋅ Lily Hu ⋅ Kun Su ⋅ Zhong Yi Wan ⋅ Liam Hebert ⋅ Hao Peng ⋅ Jiawei Han ⋅ Dima Kuzmin ⋅ Craig Boutilier

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Self-Distillation Enables Continual Learning

In Poster Session 2

Idan Shenfeld ⋅ Mehul Damani ⋅ Jonas Hübotter ⋅ Pulkit Agrawal

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

LASER: Learning Active Sensing for Continuum Field Reconstruction

In Poster Session 2

Huayu Deng ⋅ Jinghui Zhong ⋅ Xiangming Zhu ⋅ Yunbo Wang ⋅ Xiaokang Yang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Hide&Seek: Learning to explain in an end-to-end differentiable network

In Poster Session 2

Tal Ellinson ⋅ Hadi Mohasel Afshar ⋅ Sally Cripps

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Structure-Preserving Learning Improves Geometry Generalization in Neural PDEs

In Poster Session 2

Benjamin Shaffer ⋅ Shawn Koohy ⋅ Brooks Kinch ⋅ M. Ani Hsieh ⋅ Nathaniel Trask

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

KnapSpec: Self-Speculative Decoding via Adaptive Layer Selection as a Knapsack Problem

In Poster Session 2

Seongjin Cha ⋅ Gyuwan Kim ⋅ Dongsu Han ⋅ Tao Yang ⋅ Insu Han

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

FIBER: A Differentially Private Optimizer with Filter-Aware Innovation Bias Correction

In Poster Session 2

MINH DUC DO ⋅ Thao Do ⋅ Minh Hoang ⋅ Anh Le Duc Tran ⋅ Daeyoung Kim ⋅ Huy L Nguyen

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

ForensicConcept:Transferable Forensic Concepts for AIGI Detection

In Poster Session 2

Menyanshu Zhou ⋅ Ziyin Zhou ⋅ Ke Sun ⋅ Yunpeng Luo ⋅ Jiayi Ji ⋅ Xiaoshuai Sun ⋅ Rongrong Ji

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Image Restoration via Diffusion Models with Dynamic Resolution

In Poster Session 2

Yang Zheng ⋅ Wen Li ⋅ Zhaoqiang Liu

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Conditional Clifford-Steerable CNNs for PDE Modeling

In Poster Session 2

Balint Szarvas ⋅ Maksim Zhdanov

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Unveiling the Role of Data Uncertainty in Tabular Deep Learning

In Poster Session 2

Nikolay Kartashev ⋅ Ivan Rubachev ⋅ Artem Babenko

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Exploring 3D Dataset Pruning

In Poster Session 2

Xiaohan Zhao ⋅ Xinyi Shang ⋅ Jiacheng Liu ⋅ Zhiqiang Shen

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

pTNAS: Progressive Neural Architecture Search for Tabular Data

In Poster Session 2

Naili Xing ⋅ Shaofeng Cai ⋅ Lingze Zeng ⋅ Jiaqi Zhu ⋅ Peng LU ⋅ Jian Pei ⋅ Beng Chin Ooi

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Backward SDE–Based Diffusion for Physics-Constrained Generation

In Poster Session 2

Zihao WANG

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Decompose and Recompose: Reasoning New Skills from Existing Abilities for Cross-Task Robotic Manipulation

In Poster Session 2

Xitie Zhang ⋅ Aming WU ⋅ Yahong Han

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

SPR: A Structured Prompt Refinement Network for Modality Missing

In Poster Session 2

Hao Chen ⋅ Diwei Su ⋅ Zhuo Wang ⋅ Zuwang He ⋅ Menglu Chen ⋅ Xiuxing Li ⋅ Xia Wu

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

ETS: Energy-Guided Test-Time Scaling for Training-Free RL Alignment

In Poster Session 2

Xiuyu Li ⋅ Jinkai Zhang ⋅ Mingyang Yi ⋅ Yu Li ⋅ Longqiang Wang ⋅ Yue Wang ⋅ Ju Fan

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

SCRWKV: Ultra-Compact Structure-Calibrated Vision-RWKV for Topological Crack Segmentation

In Poster Session 2

Hanxu Zhang ⋅ Chen Jia ⋅ Hui Liu ⋅ Xu Cheng ⋅ Fan Shi ⋅ Shengyong Chen

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

ePC: Fast and Deep Predictive Coding for Digital Hardware

In Poster Session 2

Cédric Goemaere ⋅ Gaspard Oliviers ⋅ Rafal Bogacz ⋅ Thomas Demeester

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Stability Analysis of Sharpness-Aware Minimization

In Poster Session 2

Hoki Kim ⋅ Jinseong Park ⋅ Yujin Choi ⋅ Jaewook Lee

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

FedPAT: Federated Test-Time Adaptation via Prototype Affinity Topology

In Poster Session 2

Shunxin Guo ⋅ JIAQI LYU ⋅ Zhiqiang Kou ⋅ Shuxia Lin ⋅ Xin Geng

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

AugMask: Score-Based Generative Modeling of Incomplete Tabular Data via Augmentation and Masking

In Poster Session 2

Jungkyu Kim ⋅ Taeyoung Park ⋅ Kibok Lee

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Log-Normal Multiplicative Dynamics for Stable Low-Precision Deep Learning

In Poster Session 2

Keigo Nishida ⋅ Eren Mehmet KIRAL ⋅ Kenichi Bannai ⋅ Mohammad Emtiyaz Khan ⋅ Thomas Moellenhoff

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Principled Zero-shot Ranking Agents with Tournament Graphs

In Poster Session 2

Sheshansh Agrawal ⋅ Thien Nguyen ⋅ Douwe Kiela

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Plasticity Activation via Polar Operator: A Plug-in Method for Balancing Stability and Plasticity

In Poster Session 2

Guodong Zheng ⋅ Enneng Yang ⋅ Xiaoyan Wang ⋅ Feihong He ⋅ Yihan Chen ⋅ Quan Zheng ⋅ Peng Wang ⋅ Li Shen

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Quantifying and Optimizing Simplicity via Polynomial Representations

In Poster Session 2

Tianren Zhang ⋅ Xiangxin Li ⋅ Minghao Xiao ⋅ Guanyu Chen ⋅ Feng Chen

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

d2p: Fast and Scalable Structured Attention with Differentiable Dynamic Programming

In Poster Session 2

Casey Mogilevsky ⋅ Kimberly Liang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Forget by Uncertainty: Orthogonal Entropy Unlearning for Quantized Neural Networks

In Poster Session 2

Tian Zhang ⋅ Yujia Tong ⋅ Junhao Dong ⋅ Ke Xu ⋅ Yuze Wang ⋅ Jingling Yuan

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

UltraLIF: Fully Differentiable Spiking Neural Networks via Ultradiscretization and Max-Plus Algebra

In Poster Session 2

Jose Marie Antonio Miñoza

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Neuro-evolutionary Continual Reinforcement Learning

In Poster Session 2

Pengyi Li ⋅ Hongyao Tang ⋅ Yifu Yuan ⋅ Yan Zheng ⋅ Xin Xu ⋅ Jianye Hao

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Transolver-3: Scaling Up Transformer Solvers to Industrial-Scale Geometries

In Poster Session 2

Hang Zhou ⋅ Haixu Wu ⋅ Haonan Shangguan ⋅ Yuezhou Ma ⋅ Huikun Weng ⋅ Jianmin Wang ⋅ Mingsheng Long

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

PruneFuse: Efficient Data Selection via Weight Pruning and Network Fusion

In Poster Session 2

Humaira Kousar ⋅ Hasnain Irshad Bhatti ⋅ Jaekyun Moon

[ URL] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

DuFal: Dual-Frequency-Aware Learning for High-Fidelity Extremely Sparse-view CBCT Reconstruction

In Poster Session 2

Cuong Van ⋅ Trong-Thang Pham ⋅ Ngoc-Son Nguyen ⋅ Duy Nguyen ⋅ Ngan Le

[ URL] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Consistency Deep Equilibrium Models

In Poster Session 2

Junchao Lin ⋅ Zenan Ling ⋅ Jingwen Xu ⋅ Robert Qiu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

SSA: Sparse Sparse Attention by Aligning Full and Sparse Attention Outputs in Feature Space

In Poster Session 2

Zhenyi Shen ⋅ Junru Lu ⋅ Lin Gui ⋅ Jiazheng Li ⋅ Yulan He ⋅ di yin ⋅ Xing Sun

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

DyCon: Dynamic Reasoning Control via Evolving Difficulty Modeling

In Poster Session 2

Tengyao Tu ⋅ Yulin Li ⋅ Huiling Zhen ⋅ Libo Qin ⋅ Zhoujun Wei ⋅ Jinghua Piao ⋅ Zhuotao Tian ⋅ Yong Li ⋅ Min zhang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Test-Time Reinforcement Learning for Flow Matching

In Poster Session 2

Jili Chen ⋅ Changqin Huang ⋅ Qionghao Huang ⋅ Yaxin Tu ⋅ Zhonglong Zheng ⋅ Xiaodi Huang

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

GLAD: Bidirectional Structure-Attribute Alignment via Latent Graph Diffusion Models

In Poster Session 2

Jiankai Zuo ⋅ Yu Zhang ⋅ Yang Zhang ⋅ Zihao Yao ⋅ YAYING ZHANG

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Categorical Flow Maps

In Poster Session 2

Daan Roos ⋅ Oscar Davis ⋅ Floor Eijkelboom ⋅ Michael Bronstein ⋅ Max Welling ⋅ Ismail Ceylan ⋅ Luca Ambrogioni ⋅ Jan-Willem van de Meent

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

The Velocity Deficit: Initial Energy Injection for Flow Matching

In Poster Session 2

Linze Li ⋅ Zong-Wei Hong ⋅ Shen Zhang ⋅ Bo Lin ⋅ Jinglun Li ⋅ Yao Tang ⋅ Jiajun Liang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Align Your Trajectory Tangent: Training Better Consistency Models via Manifold-Aligned Tangents

In Poster Session 2

Beomsu Kim ⋅ ByungHee Cha ⋅ Jong Chul YE

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Self-Supervised Flow Matching for Scalable Multi-Modal Synthesis

In Poster Session 2

Hila Chefer ⋅ Patrick Esser ⋅ Dominik Lorenz ⋅ Dustin Podell ⋅ Vikash Raja ⋅ Vinh Tong ⋅ Antonio Torralba ⋅ Robin Rombach

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

UnHype: CLIP-Guided Hypernetworks for Dynamic LoRA Unlearning

In Poster Session 2

Piotr Wójcik ⋅ Maksym Petrenko ⋅ Wojciech Gromski ⋅ Przemysław Spurek ⋅ Maciej Zieba

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Joint Enhancement and Classification using Coupled Diffusion Models of Signals and Logits

In Poster Session 2

Gilad Nurko ⋅ Roi Benita ⋅ Yehoshua Dissen ⋅ Tomohiro Nakatani ⋅ Marc Delcroix ⋅ Shoko Araki ⋅ Joseph Keshet

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Factored Classifier-Free Guidance

In Poster Session 2

Tian Xia ⋅ Fabio De Sousa Ribeiro ⋅ Rajat Rasal ⋅ Avinash Kori ⋅ Raghav Mehta ⋅ Ben Glocker

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

VELR: Efficient Video Reward Feedback via Ensemble Latent Reward Models

In Poster Session 2

Liyu Zhang ⋅ Kehan Li ⋅ Tao Zhou ⋅ Zeyi Huang ⋅ Chao LI ⋅ Jiming Chen

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

MIDSTEER: Optimal Affine Framework for Steering Generative Models

In Poster Session 2

Tatiana Gaintseva ⋅ Andrew Stepanov ⋅ Ziquan Liu ⋅ Martin Benning ⋅ Gregory Slabaugh ⋅ Jiankang Deng ⋅ Ismail Elezi

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Letting Trajectories Spread: Quality-Preserving Control for Diverse Flow Matching

In Poster Session 2

Jingxuan Wu ⋅ Zhenglin Wan ⋅ Xingrui Yu ⋅ Yuzhe YANG ⋅ Bo An ⋅ Ivor Tsang ⋅ Yang You

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Optimizing Few-Step Generation with Adaptive Matching Distillation

In Poster Session 2

Lichen Bai ⋅ zikai ZHOU ⋅ Shitong Shao ⋅ Wenliang Zhong ⋅ Shuo Yang ⋅ Shuo Chen ⋅ Bojun Cheng ⋅ Zeke Xie

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Prism-MoE: Efficient Dense-to-MoE Conversion for Visual Autoregressive Generation

In Poster Session 2

Ying Li ⋅ Zefang Wang ⋅ Zhaode Wang ⋅ Zhiwen Chen ⋅ chengfei lv ⋅ Huan Wang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Diamond Maps: Efficient Reward Alignment via Stochastic Flow Maps

In Poster Session 2

Peter Holderrieth ⋅ Douglas Chen ⋅ Luca Eyring ⋅ Ishin Shah ⋅ Giri Anantharaman ⋅ Yutong He ⋅ Zeynep Akata ⋅ Tommi Jaakkola ⋅ Nicholas Boffi ⋅ Max Simchowitz

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

InertialAR: Autoregressive 3D Molecule Generation with Inertial Frames

In Poster Session 2

Haorui Li ⋅ weitao du ⋅ Yuqiang Li ⋅ Hongyu Guo ⋅ Shengchao Liu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Improving Classifier-Free Guidance of Flow Matching via Manifold Projection

In Poster Session 2

Jian-Feng Cai ⋅ Haixia Liu ⋅ Zhengyi Su ⋅ Chao Wang

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

GUDA: Counterfactual Group-wise Training Data Attribution for Diffusion Models via Unlearning

In Poster Session 2

Naoki Murata ⋅ Yuhta Takida ⋅ Chieh-Hsin Lai ⋅ Toshimitsu Uesaka ⋅ Bac Nguyen ⋅ Stefano Ermon ⋅ Yuki Mitsufuji

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

PortraitRL: Reinforcement Learning for Personalized Portrait Pose Transfer with Multi-Objective Reward Modeling

In Poster Session 2

Jiahui Wu ⋅ Zelong Sun ⋅ Yanbiao Ma ⋅ Zhiwu Lu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Evaluating the Representation Space of Diffusion Models via Self-Supervised Principles

In Poster Session 2

Xiao Li ⋅ Yixuan Jia ⋅ Zekai Zhang ⋅ Xiang Li ⋅ Lianghe Shi ⋅ Jinxin Zhou ⋅ Zhihui Zhu ⋅ Liyue Shen ⋅ Qing Qu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Unfolding Generative Flows with Koopman Operators: Trajectory-Preserving Linearization

In Poster Session 2

Erkan Turan ⋅ Ari Siozopoulos ⋅ Louis Martinez ⋅ Julien Gaubil ⋅ Emery Pierson ⋅ Maks Ovsjanikov

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Mean Flow Distillation: Robust and Stable Distillation for Flow Matching Models

In Poster Session 2

An Zhao ⋅ Shengyuan Zhang ⋅ Zhongjian Sun ⋅ Yixiang Zhou ⋅ Zejian Li ⋅ Ling Yang ⋅ Tianrun Chen ⋅ Lingyun Sun

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

A Kinetic-Energy Perspective of Flow Matching

In Poster Session 2

Ziyun Li ⋅ Huancheng Hu ⋅ Soon Hoe Lim ⋅ Xuyu Li ⋅ Fei Gao ⋅ Enmao Diao ⋅ ZEZHEN DING ⋅ Michalis Vazirgiannis ⋅ Henrik Boström

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

DiasR: Dual-Modal Identity-Anchored Sparse Routing for Efficient Multi-Subject Video Generation

In Poster Session 2

Yang-yang Li ⋅ Wu Liu ⋅ Jie Li ⋅ Xinchen Liu ⋅ Yongdong Zhang ⋅ Guoqing Jin

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

In-Context Generation with Regional Constraints for Instructional Video Editing

In Poster Session 2

Zhongwei Zhang ⋅ Fuchen Long ⋅ Wei Li ⋅ Zhaofan Qiu ⋅ Wu Liu ⋅ Ting Yao ⋅ Tao Mei

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Reasoning to Edit: Hypothetical Instruction-Based Image Editing with Visual Reasoning

In Poster Session 2

Qingdong He ⋅ Xueqin Chen ⋅ Chaoyi Wang ⋅ Yanjie Pan ⋅ Xiaobin Hu ⋅ Zhenye Gan ⋅ Chengjie Wang ⋅ Xiangtai Li ⋅ Weijian Cao ⋅ Yabiao Wang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Rethinking Visual Intelligence: Insights from Video Pretraining

In Poster Session 2

Pablo Acuaviva ⋅ Aram Davtyan ⋅ Mariam Hassan ⋅ Sebastian Stapf ⋅ Ahmad Rahimi ⋅ Alexandre Alahi ⋅ Paolo Favaro

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

VideoFlexTok: Flexible-Length Coarse-to-Fine Video Tokenization

In Poster Session 2

Andrei Atanov ⋅ Jesse Allardice ⋅ Roman Bachmann ⋅ Oğuzhan Fatih Kar ⋅ R Devon Hjelm ⋅ David Griffiths ⋅ Peter Fu ⋅ Amir Zamir ⋅ Afshin Dehghan

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

ReaForest: Fostering Generative Video Reasoning for Spatial Planning

In Poster Session 2

Kun Ouyang ⋅ Yuanxin Liu ⋅ Xinhao Li ⋅ Linli Yao ⋅ Xiangyu Zeng ⋅ Haoning Wu ⋅ Hao Zhou ⋅ Fandong Meng ⋅ Jie Zhou ⋅ Xu SUN

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Fast Autoregressive Video Diffusion and World Models with Temporal Cache Compression and Sparse Attention

In Poster Session 2

Dvir Samuel ⋅ Issar Tzachor ⋅ Matan Levy ⋅ Michael Green ⋅ Gal Chechik ⋅ Rami Ben-Ari

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

SALSA-V: Shortcut-Augmented Long-form Synchronized Audio from Videos

In Poster Session 2

Amir Dellali ⋅ Luca Lanzendörfer ⋅ Florian Grötschla ⋅ Roger Wattenhofer

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

TMD-Bench: A Multi-Level Evaluation Paradigm for Music–Dance Co-Generation

In Poster Session 2

Xiaoda Yang ⋅ Majun Zhang ⋅ Changhao Pan ⋅ Nick Huang ⋅ Yang Yuguang ⋅ fan zhuo ⋅ Pengfei Zhou ⋅ Jin Zhou ⋅ Sizhe Shan ⋅ Shan Yang ⋅ Miles Yang ⋅ Yang You ⋅ Zhou Zhao

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Dual Optimal Transport for Multi-Concept Composition: Structural Alignment and Texture Injection in Diffusion Models

In Poster Session 2

Hao Fu ⋅ Tianyu Su ⋅ Meng Liu ⋅ Chenfang Yang ⋅ Tian Gan

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Motion Attribution for Video Generation

In Poster Session 2

Xindi Wu ⋅ Despoina Paschalidou ⋅ Jun Gao ⋅ Antonio Torralba ⋅ Laura Leal-Taixé ⋅ Olga Russakovsky ⋅ Sanja Fidler ⋅ Jonathan Lorraine

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Self-Refining Video Sampling

In Poster Session 2

Sangwon Jang ⋅ Taekyung Ki ⋅ Jaehyeong Jo ⋅ Saining Xie ⋅ Jaehong Yoon ⋅ Sung Ju Hwang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

From Statics to Dynamics: Physics-Aware Image Editing with Latent Transition Priors

In Poster Session 2

Liangbing Zhao ⋅ Le Zhuo ⋅ Sayak Paul ⋅ Hongsheng Li ⋅ Mohamed Elhoseiny

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

EgoTactile: Learning Grasp Pressure for Everyday Objects from Egocentric Video

In Poster Session 2

Yuan Zeng ⋅ Yujia Shi ⋅ Tiao Tan ⋅ Xingting Li ⋅ Yaqi Qin ⋅ Zongqing Lu ⋅ Wenming Yang ⋅ Jing-Hao Xue ⋅ Qingmin Liao

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

VecDesigner: Exploring Visual Guidance and Structural Consistency for Semantic Typography

In Poster Session 2

Liu Yu ⋅ Xingjiao Wu ⋅ Ziang Liu ⋅ Jiabao Zhao ⋅ Daoguo Dong ⋅ Liang He

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Causal-Adapter: Taming Text-to-Image Diffusion for Faithful Counterfactual Generation

In Poster Session 2

Lei Tong ⋅ Zhihua Liu ⋅ Chaochao Lu ⋅ Dino Oglic ⋅ Tom Diethe ⋅ Philip Teare ⋅ Sotirios Tsaftaris ⋅ Chen Jin

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Automatic Layer Selection for Hallucination Detection

In Poster Session 2

Xinpeng Wang ⋅ William Cao ⋅ Andrew Wilson ⋅ Zhe Zeng

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Breaking the Lock-in: Diversifying Text-to-Image Generation via Representation Modulation

In Poster Session 2

Dahee Kwon ⋅ Haeun Lee ⋅ Jaesik Choi

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Envisioning Beyond the Few: Disentangled Semantics and Primitives for Few-Shot Atypical Layout-to-Image Generation

In Poster Session 2

Nan Bao ⋅ Yifan Zhao ⋅ Wenzhuang Wang ⋅ Jia Li

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Infinite Mask Diffusion for Few-Step Distillation

In Poster Session 2

Jaehoon Yoo ⋅ Wonjung Kim ⋅ Chanhyuk Lee ⋅ Seunghoon Hong

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Parameter Manifold Purification

In Poster Session 2

Jiacong Hu ⋅ Jinxun Wu ⋅ Shengxuming Zhang ⋅ Shunyu Liu ⋅ Haofei Zhang ⋅ Mingli Song ⋅ Zunlei Feng

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Quantifying Temperature Scaling in Discrete Sequence (Language) Models

In Poster Session 2

Hannah Scheufele ⋅ Peter Blohm ⋅ Vikas Garg

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

HSMAD: Heterophily-Driven Spectral and Manifold Learning for Graph Anomaly Detection

In Poster Session 2

Chen Zhu ⋅ YAYING ZHANG

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

The Invisible Lottery: How Subtle Cues Steer Algorithm Choice in LLM Code Generation

In Poster Session 2

Akanksha Narula ⋅ Mofasshara Rafique ⋅ Laurent Bindschaedler

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

AutoRPA: Efficient GUI Automation through LLM-Driven Code Synthesis from Interactions

In Poster Session 2

Minghao Chen ⋅ Xinyi Hu ⋅ Zhou Yu ⋅ Yufei Yin

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

RealtimeTool: Parallel Decoding for Real-Time LLM Function Calling

In Poster Session 2

Xiaoxin Shi ⋅ Jiaxin Wan ⋅ Linkang Dong ⋅ Wei Jiang ⋅ Yue Liu ⋅ Zengfeng Huang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

CUARewardBench: Benchmark for Evaluating Reward Models on Computer-using Agent Trajectories

In Poster Session 2

Haojia Lin ⋅ Xiaoyu Tan ⋅ Yulei Qin ⋅ Zihan Xu ⋅ Yuchen Shi ⋅ Zongyi Li ⋅ Gang Li ⋅ Shaofei Cai ⋅ Siqi Cai ⋅ Yuzheng Cai ⋅ Chaoyou Fu ⋅ Ke Li ⋅ Xing Sun

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

FedSDR: Federated Self-Distillation with Rectification

In Poster Session 2

Ziheng Ren ⋅ Zhanming Shen ⋅ Hao Wang ⋅ Ning Liu ⋅ You Song

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Beyond Problem Solving: UOJ-Bench for Evaluating Code Generation, Hacking, and Repair in Competitive Programming

In Poster Session 2

Tingqiang Xu ⋅ Hangrui Zhou ⋅ Tianle Cai ⋅ Alex Gu ⋅ Kaifeng Lyu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Position: Self-Play Only Evolves When Self-Synthetic Pipeline Ensures Learnable Information Gain

In Poster Session 2

Wei Liu ⋅ Siya Qi ⋅ Yali Du ⋅ Yulan He

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

ParEVO: Synthesizing Code for Irregular Data: High-Performance Parallelism through Agentic Evolution

In Poster Session 2

Liu Yang ⋅ Zeyu Nie ⋅ Andrew Liu ⋅ Ruomu Zou ⋅ Deniz Altınbüken ⋅ Amir Yazdanbakhsh ⋅ Quanquan Liu

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Agent-Omit: Training Efficient LLM Agents for Adaptive Thought and Observation Omission via Agentic Reinforcement Learning

In Poster Session 2

Yansong Ning ⋅ Jun Fang ⋅ Naiqiang Tan ⋅ Hao Liu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Agentic Monte Carlo: Reinforcement Learning for Black-Box LLM Agents

In Poster Session 2

Daeyon Hwang ⋅ Raunaq Suri ⋅ Valentin Villecroze ⋅ Anthony Caterini ⋅ Jesse Cresswell ⋅ Noël Vouitsis ⋅ Brendan Ross

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

AMA-Bench: Evaluating Long-Horizon Memory for Agentic Applications

In Poster Session 2

Yujie Zhao ⋅ Boqin Yuan ⋅ Junbo Huang ⋅ Haocheng Yuan ⋅ Zhongming Yu ⋅ Haozhou Xu ⋅ Lanxiang Hu ⋅ Abhilash Shankarampeta ⋅ Zimeng Huang ⋅ Wentao Ni ⋅ Yuandong Tian ⋅ Jishen Zhao

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Structurally Aligned Subtask-Level Memory for Software Engineering Agents

In Poster Session 2

Kangning Shen ⋅ Jingyuan Zhang ⋅ Chenxi Sun ⋅ WencongZeng ⋅ Yang Yue

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

SimpleMem: Efficient Lifelong Memory for LLM Agents

In Poster Session 2

Jiaqi Liu ⋅ Yaofeng Su ⋅ Peng Xia ⋅ Siwei Han ⋅ Zeyu Zheng ⋅ Cihang Xie ⋅ Mingyu Ding ⋅ Huaxiu Yao

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

CATArena: Evaluating Evolutionary Capabilities of Code Agents via Iterative Tournaments

In Poster Session 2

Lingyue Fu ⋅ Xin Ding ⋅ Linyue Pan ⋅ Yaoming Zhu ⋅ Shao Zhang ⋅ Lin Qiu ⋅ Weiwen Liu ⋅ Weinan Zhang ⋅ Xuezhi Cao ⋅ Xunliang Cai ⋅ Jiaxin Ding ⋅ Yong Yu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Evaluating Agentic Optimization on Large Codebases

In Poster Session 2

Atharva Sehgal ⋅ James Hou ⋅ Akanksha Sarkar ⋅ Ishaan Mantripragada ⋅ Swarat Chaudhuri ⋅ Jennifer Sun ⋅ Yisong Yue

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

AgentExpt: Automating AI Experiment Design with LLM-based Resource Retrieval Agent

In Poster Session 2

Yu Li ⋅ Lehui Li ⋅ Lin Chen ⋅ Qingmin Liao ⋅ Fengli Xu ⋅ Yong Li

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

DeepAnalyze: Agentic Large Language Models for Autonomous Data Science

In Poster Session 2

Shaolei Zhang ⋅ Ju Fan ⋅ Meihao Fan ⋅ Yizhe Liu ⋅ Yuxin Zhang ⋅ Xiaoyong Du

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Trojan-Speak: Bypassing Constitutional Classifiers with No Jailbreak Tax via Adversarial Finetuning

In Poster Session 2

Bilgehan Sel ⋅ Xuanli He ⋅ Alwin Peng ⋅ Ming Jin ⋅ Jerry Wei

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

daVinci-Dev: Agent-native Mid-training for Software Engineering

In Poster Session 2

Ji Zeng ⋅ Dayuan Fu ⋅ Tiantian Mi ⋅ Zhuang Yumin ⋅ Yaxing Huang ⋅ Xuefeng Li ⋅ Lyumanshan Ye ⋅ Muhang Xie ⋅ Qishuo Hua ⋅ Zhen Huang ⋅ Mohan Jiang ⋅ Hanning Wang ⋅ Shijie Xia ⋅ Yang Xiao ⋅ Jie Sun ⋅ Yunze Wu ⋅ Pengfei Liu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Meta Context Engineering via Agentic Skill Evolution

In Poster Session 2

Haoran Ye ⋅ Xuning He ⋅ Vincent Arak ⋅ Haonan Dong ⋅ Guojie Song

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

DIVE: Scaling Diversity in Agentic Task Synthesis for Generalizable Tool Use

In Poster Session 2

Aili Chen ⋅ Chi Zhang ⋅ Junteng Liu ⋅ Jiangjie Chen ⋅ Chengyu Du ⋅ Yunji Li ⋅ Ming Zhong ⋅ Qin Wang ⋅ Zhengmao Zhu ⋅ Jiayuan Song ⋅ Ke Ji ⋅ Junxian He ⋅ Pengyu Zhao ⋅ Yanghua Xiao

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

AOrchestra: Automating Sub-Agent Creation for Agentic Orchestration

In Poster Session 2

Jianhao Ruan ⋅ Zhihao Xu ⋅ Yiran Peng ⋅ Fashen Ren ⋅ Zhaoyang Yu ⋅ Xinbing Liang ⋅ Jinyu Xiang ⋅ Yongru Chen ⋅ Bang Liu ⋅ Wu ⋅ Yuyu Luo ⋅ Jiayi Zhang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Disentangling Intent from Role: Adversarial Self-Play for Persona-Invariant Safety Alignment

In Poster Session 2

Jiajia Li ⋅ Xiaoyu Wen ⋅ Shuyue Hu ⋅ Qiaosheng Zhang ⋅ Zhen Wang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Persona-Pruner: Sculpting Lightweight Models for Role-Playing

In Poster Session 2

Jinsu Kim ⋅ Jihoon Tack ⋅ Noah Lee ⋅ Jongheon Jeong

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

CodeChemist: Test-Time Scaling for Low-Resource Code Generation via Functional Knowledge Transfer

In Poster Session 2

KaiXin Wang ⋅ Tianlin Li ⋅ Xiaoyu Zhang ⋅ Aishan Liu ⋅ Xianglong Liu ⋅ ziqi liu ⋅ Zhiqiang Zhang ⋅ JUN ZHOU ⋅ Bin Shi

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

WebWorld: A Large-Scale World Model for Web Agent Training

In Poster Session 2

Zikai Xiao ⋅ Jianhong Tu ⋅ Chuhang Zou ⋅ Yuxin Zuo ⋅ Zhi Li ⋅ Peng Wang ⋅ Bowen Yu ⋅ Fei Huang ⋅ Junyang Lin ⋅ Zuozhu Liu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Computational Arbitrage in AI Model Markets

In Poster Session 2

Ricardo Dominguez-Olmedo ⋅ Bernhard Schölkopf ⋅ Moritz Hardt

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Training LLM Agents to Empower Humans

In Poster Session 2

Evan Ellis ⋅ Vivek Myers ⋅ Jens Tuyls ⋅ Sergey Levine ⋅ Anca Dragan ⋅ Benjamin Eysenbach

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Training Language Model Agents to Find Vulnerabilities with CTF-Dojo

In Poster Session 2

Terry Yue Zhuo ⋅ Dingmin Wang ⋅ Hantian Ding ⋅ Varun Kumar ⋅ Zijian Wang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

HeraSys: Collaborative Serving of Multiple LLM Workflows via Fine-Grained End-to-End Optimization

In Poster Session 2

Size Li ⋅ Zhiqing Tang ⋅ Hongrui Liang ⋅ Jianxiong Guo ⋅ Jiong Lou ⋅ Tian Wang ⋅ Weijia Jia

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents

In Poster Session 2

Jingzhe Ding ⋅ Shengda Long ⋅ Changxin Pu ⋅ Ge Zhang ⋅ zhou huan ⋅ Hongwan Gao ⋅ Xiang Gao ⋅ Chao He ⋅ Yue Hou ⋅ FEI HU ⋅ Zhaojian Li ⋅ Weiran Shi ⋅ Zaiyuan Wang ⋅ Daoguang Zan ⋅ Chenchen Zhang ⋅ Xiaoxu Zhang ⋅ Chen Qizhi ⋅ cheng ⋅ Bo Deng ⋅ Qingshui Gu ⋅ Kai Hua ⋅ Juntao Lin ⋅ Pai Liu ⋅ Mingchen Li ⋅ Minghao Li ⋅ Xuanguang Pan ⋅ Zifan Peng ⋅ Yujia Qin ⋅ Yong Shan ⋅ Zhewen Tan ⋅ Haoran Wang ⋅ Tom Tang ⋅ Weihao Xie ⋅ Yishuo Yuan ⋅ Jiayu Zhang ⋅ Yunfei Zhao ⋅ He Zhu ⋅ LIYA ZHU ⋅ chenyangzou ⋅ Ming Ding ⋅ Jiaheng Liu ⋅ Jianpeng Jiao ⋅ Liam Liu ⋅ Qian Liu ⋅ Chongyang Tao ⋅ Jian Yang ⋅ Tong Yang ⋅ Zhaoxiang Zhang ⋅ Xinjie Chen ⋅ Wenhao Huang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Towards Pareto-Optimal Tool-Integrated Agents with Pareto Ranking Policy Optimization

In Poster Session 2

Junyi Li ⋅ Xiaowei Qian ⋅ Yingyi Zhang ⋅ Wenlin Zhang ⋅ Guojing Li ⋅ Sheng Zhang ⋅ Xiao Han ⋅ Yichao Wang ⋅ Xiangyu Zhao

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Learning to Explore: Scaling Agentic Reasoning via Exploration-Aware Policy Optimization

In Poster Session 2

Xingyuan Hua ⋅ Sheng Yue ⋅ Ju Ren

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Detecting Errors in AI-Generated Annotations: When and Why Semantic Neighbors Help

In Poster Session 2

Na Di ⋅ Ling Li ⋅ Zhe Tang ⋅ Hao Cheng ⋅ Jinlong Pang ⋅ Jiaheng Wei ⋅ Zhaowei Zhu

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Vision-aligned Latent Reasoning for Multi-Modal Large Language Model

In Poster Session 2

Byungwoo Jeon ⋅ Yoonwoo Jeong ⋅ Hyunseok Lee ⋅ Minsu Cho ⋅ Jinwoo Shin

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Why Tree-Style Branching Matters for Thought Advantage Estimation in GRPO

In Poster Session 2

Hongcheng Wang ⋅ Yinuo Huang ⋅ Sukai Wang ⋅ Guanghui Ren ⋅ Hao Dong

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Learning Self-Interpretation from Interpretability Artifacts: Training Lightweight Adapters on Vector-Label Pairs

In Poster Session 2

Keenan Pepper ⋅ Alex McKenzie ⋅ Florin Pop ⋅ Stijn Servaes ⋅ Martin Leitgab ⋅ Michael Vaiana ⋅ Judd Rosenblatt ⋅ Michael Graziano ⋅ Diogo de Lucena

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Learning More from Less: Unlocking Internal Representations for Benchmark Compression

In Poster Session 2

Yueqi Zhang ⋅ Jin Hu ⋅ Shaoxiong Feng ⋅ Peiwen Yuan ⋅ Xinglin Wang ⋅ Yiwei Li ⋅ Jiayi Shi ⋅ Chuyi Tan ⋅ Ji Zhang ⋅ Boyuan Pan ⋅ Yao Hu ⋅ Kan Li

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

TriAttention: Efficient Long Reasoning with Trigonometric KV Compression

In Poster Session 2

Weian Mao ⋅ Xi Lin ⋅ Wei Huang ⋅ Yuxin Xie ⋅ Tianfu Fu ⋅ Bohan Zhuang ⋅ Song Han ⋅ Yukang Chen

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Awakening Visual Reasoning: Mitigating Post-Training Failure in Vision-Text Compression

In Poster Session 2

Xing Xi ⋅ Liyao Li ⋅ Hao Chen ⋅ NINGTAO WANG ⋅ Peixian Chen ⋅ peilin tong ⋅ Xing Fu ⋅ Yu Cheng ⋅ Haobo Wang ⋅ Gang Chen ⋅ Junbo Zhao ⋅ Ronghua Luo

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

From Parameters to Data: A Task-Parameter-Guided Fine-Tuning Pipeline for Efficient LLM Alignment

In Poster Session 2

Hao Chen ⋅ Qi Zhang ⋅ Liyao Li ⋅ Zhanming Shen ⋅ Wentao Ye ⋅ Lirong Gao ⋅ NINGTAO WANG ⋅ Xing Fu ⋅ Xiaoyu Shen ⋅ Junbo Zhao

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

ProphetKV: User-Query-Driven Selective Recomputation for Efficient KV Cache Reuse in Retrieval-Augmented Generation

In Poster Session 2

Shihao Wang ⋅ Jiahao Chen ⋅ Yanqi Pan ⋅ Hao Huang ⋅ Yichen Hao ⋅ Xiangyu Zou ⋅ Wen Xia ⋅ Chongyang Qiu ⋅ Wentao Zhang ⋅ PengFei Wang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

EchoingPixels: Aliasing-Resistant Joint Token Reduction for Audio-Visual LLMs

In Poster Session 2

Chao Gong ⋅ Depeng Wang ⋅ Zhipeng Wei ⋅ Ya Guo ⋅ Huijia Zhu ⋅ Jingjing Chen

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Differential syntactic and semantic encoding in LLMs

In Poster Session 2

Santiago Acevedo ⋅ Alessandro Laio ⋅ Marco Baroni

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Cram Less to Fit More: Training Data Pruning Improves Memorization of Facts

In Poster Session 2

Jiayuan Ye ⋅ Vitaly Feldman ⋅ Kunal Talwar

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

LatentLens: Revealing Highly Interpretable Visual Tokens in LLMs

In Poster Session 2

Benno Krojer ⋅ Perampalli Shravan Nayak ⋅ Oscar Mañas ⋅ Vaibhav Adlakha ⋅ Desmond Elliott ⋅ Siva Reddy ⋅ Marius Mosbach

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs

In Poster Session 2

Zhongzhi Li ⋅ Xuansheng Wu ⋅ Yijiang Li ⋅ Lijie Hu ⋅ Ninghao Liu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Semantic Cache Distillation: Efficient State Transfer via Reuse and Selective Patching

In Poster Session 2

Qianli Ma ⋅ Zhiqing Tang ⋅ Hanshuai Cui ⋅ Zhi Yao ⋅ Weijia Jia

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Post-Hoc Merging is Not Enough: Many-Shot Model Merging with Loss-Gap Balancing

In Poster Session 2

Kyungjin Im ⋅ Chanin Eom ⋅ Miru Kim ⋅ Minhae Kwon

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

AgentVocab: Structure-Aware Vocabulary Adaptation for Efficient LLM Agents

In Poster Session 2

Kai Bian ⋅ Haosi Mo ⋅ Xuebo Liu ⋅ Shuangyong Song ⋅ Jing Li ⋅ Yongxiang Li ⋅ Min zhang ⋅ Xuelong Li

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

SINQ: Sinkhorn-Normalized Quantization for Calibration-Free Low-Precision LLM Weights

In Poster Session 2

Lorenz K. Muller ⋅ Philippe Bich ⋅ Jiawei Zhuang ⋅ Ahmet Çelik ⋅ Luca Benfenati ⋅ Lukas Cavigelli

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

ARC-Decode: Accelerated Decoding with Risk-Bounded Acceptance

In Poster Session 2

Ying Li ⋅ Zhaode Wang ⋅ Zhiwen Chen ⋅ chengfei lv ⋅ Huan Wang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Weight Decay Improves Language Model Plasticity

In Poster Session 2

Tessa Han ⋅ Sebastian Bordt ⋅ Hanlin Zhang ⋅ Sham Kakade

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Affine-Scaled Attention: Towards Flexible and Stable Transformer Attention

In Poster Session 2

Jeongin Bae ⋅ baeseong park ⋅ Gunho Park ⋅ Minsub Kim ⋅ Joonhyung Lee ⋅ Junhee Yoo ⋅ Sunghyeon Woo ⋅ Jiwon Ryu ⋅ Se Jung Kwon ⋅ Dongsoo Lee

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

EntroKV: Entropy-Guided Dynamic Budget Allocation for KV-Cache Compression

In Poster Session 2

Wenhao Gao ⋅ Haoran Cao ⋅ Yueyan Li ⋅ YongGao Xiao ⋅ Caixia Yuan ⋅ Xiaojie Wang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Deterministic Inference across Tensor Parallel Sizes That Eliminates Training-Inference Mismatch

In Poster Session 2

Ziyang Zhang ⋅ Xinheng Ding ⋅ Jiayi Yuan ⋅ Rixin Liu ⋅ Huizi Mao ⋅ Jiarong Xing ⋅ Zirui Liu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Reasoning Cache: Learning to Extrapolate to Long Lengths via Short-Length RL

In Poster Session 2

Ian Wu ⋅ Yuxiao Qu ⋅ Amrith Setlur ⋅ Aviral Kumar

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Learning a Zeroth-Order Optimizer for Fine-Tuning LLMs

In Poster Session 2

Kairun Zhang ⋅ Haoyu Li ⋅ Yanjun Zhao ⋅ Yifan Sun ⋅ Huan Zhang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Stable-GFlowNet: Toward Diverse and Robust LLM Red-Teaming via Contrastive Trajectory Balance

In Poster Session 2

Minchan Kwon ⋅ Sung Hyun Baek ⋅ Minseo Kim ⋅ Jaemyung Yu ⋅ Dongyoon Han ⋅ Junmo Kim

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

CLAA: Cross-Layer Attention Aggregation for Accelerating LLM Prefill

In Poster Session 2

Bradley McDanel ⋅ Steven Li ⋅ Harshit Khaitan

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

NorMuon: Making Muon more efficient and scalable

In Poster Session 2

Zichong Li ⋅ Liming Liu ⋅ Chen Liang ⋅ Weizhu Chen ⋅ Tuo Zhao

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Memory-Efficient LLM Pretraining via Minimalist Optimizer Design

In Poster Session 2

Athanasios Glentis ⋅ Jiaxiang Li ⋅ Andi Han ⋅ Mingyi Hong

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Tiny Brains, Giant Impact: Uncovering the Keystone Neurons of LLM with Just a Few Prompts

In Poster Session 2

Xiangtian Ji ⋅ Yuxin Chen ⋅ Zhengzhou Cai ⋅ Xiang Wang ⋅ An Zhang ⋅ Tat-Seng Chua

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Skill Neologisms: Towards Skill-based Continual Learning

In Poster Session 2

Antonin Berthon ⋅ Nicolás Astorga ⋅ Mihaela van der Schaar

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Adversarial Latent Embedding Repair for LLM Continual Learning

In Poster Session 2

Xilin Xia ⋅ Xialiang Tong ⋅ Jie Wang ⋅ Chi Ma ⋅ Shengxue Li ⋅ 白寅岐 ⋅ Yuhang Jiang ⋅ Xing Li ⋅ Jianye Hao ⋅ Mingxuan Yuan ⋅ Feng Wu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Select to Think: Unlocking SLM Potential with Local Sufficiency

In Poster Session 2

Wenxuan Ye ⋅ Yangyang Zhang ⋅ Xueli An ⋅ Georg Carle ⋅ Yunpu Ma

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Sharpness-Aware Pretraining Mitigates Catastrophic Forgetting

In Poster Session 2

Ishaan Watts ⋅ Catherine Li ⋅ Sachin Goyal ⋅ Jacob Mitchell Springer ⋅ Aditi Raghunathan

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Don't Drop Dropout: Optimizing Layer Sparsity for Efficient LLM Training and Inference

In Poster Session 2

Mostafa Elhoushi ⋅ Nolan Dey ⋅ Alexander Pretko ⋅ Bin Zhang ⋅ Gavia Gray ⋅ Gurpreet Gosal ⋅ Abdulrahman Mahmoud ⋅ Shane Bergsma ⋅ Joel Hestness

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

ForesightKV: Optimizing KV Cache Eviction for Reasoning Models by Learning Long-Term Contribution

In Poster Session 2

Zican Dong ⋅ Peiyu Liu ⋅ Junyi Li ⋅ Zhipeng Chen ⋅ Han Peng ⋅ Shuo Wang ⋅ Xin Zhao

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

ArborKV: Structure-Aware KV Cache Management for Scaling Tree-based LLM Reasoning

In Poster Session 2

Yeqiu Chen ⋅ Ziyan Liu ⋅ Zhenxin Huang ⋅ Runquan Gui ⋅ Hong Wang ⋅ Lei Liu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

HE-SNR: Uncovering Latent Logic via Entropy for Guiding Mid-Training on SWE-bench

In Poster Session 2

Yueyang Wang ⋅ Jiawei Fu ⋅ Baolong Bi ⋅ Xili Wang ⋅ Xiaoqing Liu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Fast KV Compaction via Attention Matching

In Poster Session 2

Adam Zweiger ⋅ Xinghong Fu ⋅ Han Guo ⋅ Yoon Kim

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Rank-Aware Spectral Bounds on Attention Logits for Stable Low-Precision Training

In Poster Session 2

Seyed Morteza Emadi

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Do We Need Adam? Surprisingly Strong and Sparse Reinforcement Learning with SGD in LLMs

In Poster Session 2

Sagnik Mukherjee ⋅ Lifan Yuan ⋅ Pavan Jayasinha ⋅ Dilek Hakkani-Tür ⋅ Hao Peng

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

DSB: Dynamic Sliding Block Scheduling for Diffusion LLMs

In Poster Session 2

Lizhuo Luo ⋅ Shenggui Li ⋅ Yonggang Wen ⋅ Tianwei Zhang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

IndexMem: Learned KV-Cache Eviction with Latent Memory for Long-Context LLM Inference

In Poster Session 2

Xintong Yang ⋅ Hao Gu ⋅ Binxing Xu ⋅ Lujun Li ⋅ Bei Liu ⋅ Jiacheng Liu ⋅ Qiyuan Zhu ⋅ Sirui Han ⋅ Yike Guo

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

When Does Sparsity Mitigate the Curse of Depth in LLMs

In Poster Session 2

Dilxat Muhtar ⋅ Xinyuan Song ⋅ Sebastian Pokutta ⋅ Max Zimmer ⋅ Nico Pelleriti ⋅ Thomas Hofmann ⋅ Shiwei Liu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

d3LLM: Ultra-Fast Diffusion LLM using Pseudo-Trajectory Distillation

In Poster Session 2

Yu-Yang Qian ⋅ Junda Su ⋅ Lanxiang Hu ⋅ Peiyuan Zhang ⋅ Zhijie Deng ⋅ Peng Zhao ⋅ Hao Zhang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

AGoQ: Activation and Gradient Quantization for Memory-Efficient Distributed Training of LLMs

In Poster Session 2

WenXiang Lin ⋅ HuangJunTao ⋅ ZhangLuHan ⋅ Lilaiyi ⋅ Xiang Bao ⋅ mengyang zhang ⋅ BingWang Wang ⋅ Shaohuai Shi

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

AdaRoPE: Not All Attention Heads Should Rotate and Scale Equally

In Poster Session 2

Shaowen Wang ⋅ Yuke Zheng ⋅ Tansheng Zhu ⋅ Shuang Chen ⋅ Shaofan Liu ⋅ Suncong Zheng ⋅ Li Jian

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Universal One-third Time Scaling in Learning Peaked Distributions

In Poster Session 2

Yizhou Liu ⋅ Ziming Liu ⋅ Cengiz Pehlevan ⋅ Jeff Gore

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

R2-Router: A New Paradigm for LLM Routing with Reasoning

In Poster Session 2

Jiaqi Xue ⋅ Qian Lou ⋅ Jiarong Xing ⋅ Heng Huang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Rethinking KV Cache Eviction via a Unified Information-Theoretic Objective

In Poster Session 2

Jiaming Yang ⋅ Chenwei Tang ⋅ Liangli Zhen ⋅ Jiancheng Lv

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

xLSTM Distillation: Achieving Teacher-Student Parity Through Efficient Hybrid Architectures

In Poster Session 2

Lukas Hauzenberger ⋅ Niklas Schmidinger ⋅ Thomas Schmied ⋅ Anamaria-Roberta Hartl ⋅ David Stap ⋅ Pieter-Jan Hoedt ⋅ Sebastian Böck ⋅ Günter Klambauer ⋅ Sepp Hochreiter

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

PowerFlow: Unlocking the Dual Nature of LLMs via Principled Distribution Matching

In Poster Session 2

Ruishuo Chen ⋅ Yu Chen ⋅ Zhuoran Li ⋅ Longbo Huang

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Self Optimizing Language Models

In Poster Session 2

Yash Akhauri ⋅ Mohamed Abdelfattah

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Criterion-Conditional In-Context Learning: Evaluating Criterion-Shift Adaptation in Vision-Language Models

In Poster Session 2

Kaiyun Yang ⋅ Ruilin Yang ⋅ Zhimin Yao ⋅ Jikai Wang ⋅ Wei Ge

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

TGPO: Efficient Policy Optimization through Sequence Anchor and Information Gating

In Poster Session 2

Hang Ding ⋅ Dongqi Liu ⋅ Qiming Feng ⋅ Jian Li ⋅ Tong Lei ⋅ Jiafu Wu ⋅ Shuo Wang ⋅ Weijian Cao ⋅ Chengjie Wang ⋅ Yabiao Wang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Continuous Diffusion Models Can Obey Formal Syntax

In Poster Session 2

Jinwoo Kim ⋅ Taylor Berg-Kirkpatrick ⋅ Loris D'Antoni

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

NanoQuant: Efficient Sub-1-bit Quantization of Large Language Models

In Poster Session 2

Hyochan Chong ⋅ Dongkyu Kim ⋅ Changdong Kim ⋅ Minseop Choi

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

DARC: Disagreement-Aware Alignment via Risk-Constrained Decoding

In Poster Session 2

mingxi Zou ⋅ Jiaxiang Chen ⋅ Junfan Li ⋅ Langzhang Liang ⋅ Qifan Wang ⋅ Xu Yinghui ⋅ Zenglin Xu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Bounded Hyperbolic Tangent: A Stable and Efficient Alternative to Pre-Layer Normalization in Large Language Models

In Poster Session 2

Hoyoon Byun ⋅ Youngjun Choi ⋅ Taero Kim ⋅ Sungrae Park ⋅ Kyungwoo Song

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Self-Augmenting Retrieval for Diffusion Language Models

In Poster Session 2

Paul Jünger ⋅ Justin Lovelace ⋅ Linxi Zhao ⋅ Dongyoung Go ⋅ Kilian Weinberger

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

RaGEP: Rank-aware Geometric Expert Pruning for Mixture-of-Experts Language Models

In Poster Session 2

Wentao Hu ⋅ Zeyu Zhu ⋅ Mingkuan Zhao ⋅ Zhenhua An ⋅ Yanbo Zhai ⋅ Shanhong yu ⋅ Huilin Zhou ⋅ Xin Lai ⋅ Xiaoyan Zhu ⋅ Jiayin Wang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Hista and Numca: Estimate State Value Effectively for Large Language Model Reinforcement Learning

In Poster Session 2

Zizhe Chen ⋅ Jiqian Dong ⋅ Yizhou Tian ⋅ Garry YANG ⋅ Yongqiang Chen ⋅ Zhitang Chen ⋅ James Cheng

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

$L^3$: Large Lookup Layers

In Poster Session 2

Albert Tseng ⋅ Chris De Sa

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Logit-Attention Divergence: Mitigating Position Bias in Multi-Image Retrieval via Attention-Guided Calibration

In Poster Session 2

Mingtao Xian ⋅ Yifeng Yang ⋅ Qinying Gu ⋅ Xinbing Wang ⋅ Nanyang Ye

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Modality-Decoupled Online Recursive Editing

In Poster Session 2

Siyuan Li ⋅ Youyuan Zhang ⋅ Fangming Liu ⋅ Jing Li

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

TEAM: Temporal–Spatial Consistency Guided Expert Activation for MoE Diffusion Language Model Acceleration

In Poster Session 2

LINYE WEI ⋅ Zixiang Luo ⋅ Pingzhi Tang ⋅ Meng Li

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

SpecForge: A Flexible and Efficient Open-Source Training Framework for Speculative Decoding

In Poster Session 2

Shenggui Li ⋅ Chao Wang ⋅ YIKAI ZHU ⋅ Yubo Wang ⋅ Fan Yin ⋅ Shuai Shi ⋅ YefeiChen ⋅ Xiaomin Dong ⋅ Qiaoling Chen ⋅ Jin Pan ⋅ JiLi ⋅ Yineng Zhang ⋅ Lei Yu ⋅ Yonggang Wen ⋅ Ivor Tsang ⋅ Tianwei Zhang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Language Models as Nodes: Constructing a High-Level Neural Network

In Poster Session 2

Shiguang Wu ⋅ Yaqing Wang ⋅ QUANMING YAO

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Dive into the Scene: Breaking the Perceptual Bottleneck in Vision-Language Decision Making via Focus Plan Generation

In Poster Session 2

Boyuan Xiao ⋅ Bohong Chen ⋅ Yumeng Li ⋅ Ji Feng ⋅ Yao-Xiang Ding ⋅ Kun Zhou

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Jailbreaking Vision-Language Models Through the Visual Modality

In Poster Session 2

Aharon Azulay ⋅ Jan Dubiński ⋅ Zhuoyun Li ⋅ Atharv Mittal ⋅ Yossi Gandelsman

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

E-VAds: An E-commerce Short Videos Understanding Benchmark for MLLMs

In Poster Session 2

Xianjie Liu ⋅ Yiman Hu ⋅ Liang Wu ⋅ Ping Hu ⋅ Yixiong Zou ⋅ Jian Xu ⋅ Bo Zheng

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

AugServe: Adaptive Request Scheduling for Augmented Large Language Model Inference Serving

In Poster Session 2

Ying Wang ⋅ Zhen Jin ⋅ Zhenqian Chen ⋅ Jiexiong Xu ⋅ Wenhai Lin ⋅ Yiquan Chen ⋅ Wenzhi CHEN

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Detecting Contextual Hallucinations in Large Language Models with Frequency-Aware Attention

In Poster Session 2

Siya Qi ⋅ Yudong Chen ⋅ Runcong Zhao ⋅ Qinglin Zhu ⋅ Zhanghao Hu ⋅ Wei Liu ⋅ Yulan He ⋅ Zheng Yuan ⋅ Lin Gui

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

The Labyrinth and the Thread: Rethinking Regularizations in Sequential Knowledge Editing for Large Language Models

In Poster Session 2

Zheng Wang ⋅ Kaixuan Zhang ⋅ Wanfang Chen ⋅ Jingwen Zhang ⋅ Xiaonan Lu

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Injecting Distributional Awareness into MLLMs via Reinforcement Learning for Deep Imbalanced Regression

In Poster Session 2

Yao DU ⋅ Shanshan Song ⋅ Xiaomeng Li

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

PuzzleMoE: Efficient Compression of Large Mixture-of-Experts Models via Sparse Expert Merging and Bit-packed inference

In Poster Session 2

Yushu Zhao ⋅ Zheng Wang ⋅ Minjia Zhang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Rethinking 1-bit Optimization Leveraging Pre-trained Large Language Models

In Poster Session 2

Zhijun Tu ⋅ Hanting Chen ⋅ Jian Li ⋅ Yuanyuan Xi ⋅ Siqi Liu ⋅ Chuanjian Liu ⋅ Jie Hu ⋅ Yunhe Wang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Rethinking Sparse Mixture of Experts from a Unified Perspective

In Poster Session 2

Giang Do ⋅ Hung Le ⋅ Truyen Tran

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Transport and Merge: Cross-Architecture Merging for Large Language Models

In Poster Session 2

Chenhang Cui ⋅ Binyun Yang ⋅ Fei Shen ⋅ Yuxin Chen ⋅ Jingnan Zheng ⋅ Xiang Wang ⋅ An Zhang ⋅ Tat-Seng Chua

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

MLUBench: A Benchmark for Lifelong Unlearning Evaluation in MLLMs

In Poster Session 2

He Li ⋅ Haoang Chi ⋅ Qizhou Wang ⋅ Yunxin Mao ⋅ Zhiheng Zhang ⋅ Jie Tan ⋅ Tongliang Liu ⋅ Wenjing Yang ⋅ Bo Han

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Autoregressive Language Models are Secretly Energy-Based Models: Insights into the Lookahead Capabilities of Next-Token Prediction

In Poster Session 2

Mathieu Blondel ⋅ Michael Sander ⋅ Germain Vivier-Ardisson ⋅ Tianlin Liu ⋅ Vincent Roulet

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration

In Poster Session 2

Shaobo Wang ⋅ Xuan Ouyang ⋅ Tianyi Xu ⋅ Yuzheng Hu ⋅ Jialin Liu ⋅ Guo Chen ⋅ Tianyu Zhang ⋅ Junhao Zheng ⋅ Kexin Yang ⋅ Xingzhang Ren ⋅ Dayiheng Liu ⋅ Linfeng Zhang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Swordsman: Entropy-Driven Adaptive Block Partition for Efficient Diffusion Language Models

In Poster Session 2

Yu Zhang ⋅ Xinchen Li ⋅ Jialei Zhou ⋅ Hongnan Ma ⋅ Zhongwei Wan ⋅ Yiwei Shi ⋅ Duoqian Miao ⋅ Qi Zhang ⋅ Longbing Cao

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

HiMAP-Travel: Hierarchical Multi-Agent Planning for Long-Horizon Constrained Travel

In Poster Session 2

The Viet Bui ⋅ Wenjun Li ⋅ Yong Liu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

No Global Plan in Sight: Uncover the Myopic Planning Horizon of LLMs

In Poster Session 2

Liyan Xu ⋅ Mo Yu ⋅ Fandong Meng ⋅ Jie Zhou

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Selective Deferred Routing: Enabling Cost-Efficient Collaboration between Local SLMs and Remote LLMs

In Poster Session 2

Qijun Miao ⋅ Zhixuan Fang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Towards Fine-grained Robustness: Attention-guided Test-time Prompt Tuning for Vision-Language Models

In Poster Session 2

Jia-Wei Hai ⋅ Yijun Wang ⋅ Xiu-Shen Wei

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Understanding Self-Supervised Learning via Latent Distribution Matching

In Poster Session 2

Fabian A Mikulasch ⋅ Friedemann Zenke

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

When Softmax Fails at the Top: Extreme‑Value Corrections for InfoNCE

In Poster Session 2

Hasan Sabri Melihcan Erol ⋅ Suat Evren ⋅ Oktay Ozel ⋅ Alexander Morgan ⋅ Jongha (Jon) Ryu ⋅ Lizhong Zheng

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Var-JEPA: Variational Joint-Embedding Predictive Architecture – Bridging Predictive and Generative Self-Supervised Learning

In Poster Session 2

Moritz Gögl ⋅ Christopher Yau

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

3DPoV: Improving 3D understanding via Patch Ordering on Videos

In Poster Session 2

Ioana Simion ⋅ Mohammadreza Salehi ⋅ Shashanka Venkataramanan ⋅ Cees Snoek ⋅ Yuki Asano

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

SAOT: Self-Supervised Continual Graph Learning with Structure-Aware Optimal Transport

In Poster Session 2

Yuting Zhang ⋅ Zhitao Xiao ⋅ Zhitao Xiao ⋅ Lei Geng ⋅ Yanwei Pang ⋅ Xiao Wang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Bio-Inspired Self-Supervised Learning for Wrist-worn IMU Signals

In Poster Session 2

Prithviraj Tarale ⋅ Kiet Chu ⋅ Abhishek Varghese ⋅ Kai-Chun Liu ⋅ Maxwell Xu ⋅ Mohit Iyyer ⋅ Sunghoon Lee

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Supervised Graph Contrastive Learning for Gene Regulatory Networks

In Poster Session 2

Sho Oshima ⋅ Yuji Okamoto ⋅ Taisei Tosaki ⋅ Ryosuke Kojima

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Self-Supervised Dynamical System Representations for Physiological Time-Series

In Poster Session 2

Yenho Chen ⋅ Maxwell Xu ⋅ James Rehg ⋅ Christopher Rozell

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Beyond Tokens: Enhancing RTL Quality Estimation via Structural Graph Learning

In Poster Session 2

Yi Liu ⋅ Hongji Zhang ⋅ Yiwen Wang ⋅ Dimitrios Tsaras ⋅ Lei Chen ⋅ Mingxuan Yuan ⋅ Qiang Xu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Prompt Tuning for CLIP on the Pretrained Manifold

In Poster Session 2

Xi Yang ⋅ Yuanrong Xu ⋅ Weigang Zhang ⋅ Guangming Lu ⋅ David Zhang ⋅ Jie Wen

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

IdEst: Assessing Self-Supervised Learning Representations via Intrinsic Dimension

In Poster Session 2

Julie Mordacq ⋅ Vicky Kalogeiton ⋅ Steve Oudot

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Interpretable Self-Supervised Learning via Representer Landmarks and Nyström Approximation

In Poster Session 2

Maedeh Zarvandi ⋅ Michael Timothy ⋅ Theresa Wasserer ⋅ Debarghya Ghoshdastidar

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Bayesian Gated Non-Negative Contrastive Learning

In Poster Session 2

Peng Cui ⋅ Jiahao Zhang ⋅ Lijie Hu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Self-Supervised Weight Templates for Scalable Vision Model Initialization

In Poster Session 2

Yucheng Xie ⋅ Fu Feng ⋅ Ruixiao Shi ⋅ Jing Wang ⋅ Yong Rui ⋅ Xin Geng

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Factored Latent Action World Models

In Poster Session 2

Zizhao Wang ⋅ Chang Shi ⋅ Jiaheng Hu ⋅ Kevin Rohling ⋅ Roberto Martín-Martín ⋅ Amy Zhang ⋅ Peter Stone

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Rectified LpJEPA: Joint-Embedding Predictive Architectures with Sparse and Maximum-Entropy Representations

In Poster Session 2

Yilun Kuang ⋅ Yash Dagade ⋅ Tim G. J. Rudner ⋅ Randall Balestriero ⋅ Yann LeCun

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Directional Neural Collapse for Self-Supervised Visual Representation Learning

In Poster Session 2

Achleshwar Luthra ⋅ Yash Salunkhe ⋅ Tomer Galanti

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Smoothing Slot Attention Iterations and Recurrences

In Poster Session 2

Rongzhen Zhao ⋅ Wenyan Yang ⋅ Kannala Juho ⋅ Joni Pajarinen

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Learning Sparse Visual Representations via Spatial-Semantic Factorization

In Poster Session 2

Theodore Z. Zhao ⋅ Sid Kiblawi ⋅ Jianwei Yang ⋅ Naoto Usuyama ⋅ Reuben Tan ⋅ Noel Codella ⋅ Tristan Naumann ⋅ Hoifung Poon ⋅ Mu Wei

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Reliable Thinking with Images

In Poster Session 2

Haobin Li ⋅ Yutong Yang ⋅ Yijie Lin ⋅ daixiang ⋅ Mouxing Yang ⋅ Xi Peng

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Topology-Aware Contrastive Learning: Regulating Representation Connectivity via Persistent Homology

In Poster Session 2

Jiaxin Sun ⋅ Yuhua Qian ⋅ Yang Wang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training

In Poster Session 2

Haixu Wu ⋅ Minghao Guo ⋅ Zongyi Li ⋅ Zhiyang Dou ⋅ Mingsheng Long ⋅ Kaiming He ⋅ Wojciech Matusik

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Rethinking Temporal Consistency in Video Object-Centric Learning: From Prediction to Correspondence

In Poster Session 2

Zhiyuan Li ⋅ Rongzhen Zhao ⋅ Wenyan Yang ⋅ Wenshuai Zhao ⋅ Pekka Marttinen ⋅ Joni Pajarinen

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

3D-DLP: Self-supervised 3D Object-centric Scene Representation Learning

In Poster Session 2

Ellina Zhang ⋅ Madhavan Iyengar ⋅ Amir Zadeh ⋅ Chuan Li ⋅ David Held ⋅ Deepak Pathak ⋅ Tal Daniel

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Self-Supervised Learning as Discrete Communication

In Poster Session 2

Kawtar Zaher ⋅ Ilyass Moummad ⋅ Olivier Buisson ⋅ Alexis Joly

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

VJEPA: Variational Joint Embedding Predictive Architectures as Probabilistic World Models

In Poster Session 2

Yongchao Huang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Segment-driven Structural Induction and Semantic Alignment for Heterogeneous Tabular Representation

In Poster Session 2

Woojun Jung ⋅ Susik Yoon

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Brep2Shape: Boundary and Shape Representation Alignment via Self-supervised Transformers

In Poster Session 2

Yuanxu Sun ⋅ Yuezhou Ma ⋅ Haixu Wu ⋅ Guanyang Zeng ⋅ Muye Chen ⋅ Jianmin Wang ⋅ Mingsheng Long

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Global Geometry Is Not Enough for Vision Representations

In Poster Session 2

Jiwan Chung ⋅ Seon Joo Kim

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

From Denoising to De-Channeling: Integrating Physical Channel Priors into Diffusion Models for Radio Signal Understanding

In Poster Session 2

Yaoqi Liu ⋅ Jin Wang ⋅ Chunchen Wang ⋅ Hui Wang ⋅ Chuan Shi

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Joint-Embedding Predictive Learning of Latent Market States in U.S. Equities

In Poster Session 2

Simon Mahns ⋅ Randall Balestriero ⋅ Mahmoud Assran

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Riemannian Metric Matching for Scalable Geometric Modeling of Distributions

In Poster Session 2

Jacob Bamberger ⋅ Adam Gosztolai ⋅ Pierre Vandergheynst ⋅ Michael Bronstein ⋅ Iolo Jones

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

SOLAR: Self-supervised Joint Learning for Symmetric Multimodal Retrieval

In Poster Session 2

Wenjie Yang ⋅ Hang Yu ⋅ Yuyu Guo ⋅ Peng Di

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Separating representation from reconstruction enables scalable text encoders

In Poster Session 2

Megi Dervishi ⋅ Mathurin VIDEAU ⋅ Yann LeCun

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Learning Coupled Continuous-Time Latent Dynamics from Irregular Events

In Poster Session 2

Jiankai Zuo ⋅ Yang Zhang ⋅ Yu Zhang ⋅ Jiarui Liang ⋅ YAYING ZHANG

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

From Observations to States: Latent Time Series Forecasting

In Poster Session 2

Jie Yang ⋅ Yifan Hu ⋅ Yuante Li ⋅ Kexin Zhang ⋅ Kaize Ding ⋅ Philip Yu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Bridging Time and Frequency: A Joint Modeling Framework for Irregular Multivariate Time Series Forecasting

In Poster Session 2

Xiangfei Qiu ⋅ Kangjia Yan ⋅ Xvyuan Liu ⋅ Xingjian Wu ⋅ Jilin Hu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Unifying Stacking and Cascading for Efficient Ensemble Inference

In Poster Session 2

Ashwin Colaço ⋅ Sharad Mehrotra ⋅ Michael De Lucia ⋅ Kevin Hamlen ⋅ Murat Kantarcioglu ⋅ Latifur Khan ⋅ Ananthram Swami ⋅ Bhavani Thuraisingham ⋅ Unnat Jain

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Fix the Loss, Not the Radius: Rethinking the Adversarial Perturbation of Sharpness-Aware Minimization

In Poster Session 2

Jinping Wang ⋅ Qinhan Liu ⋅ Zhiwu Xie ⋅ Zhiqiang Gao

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Efficient Test-Time Scaling via Hierarchical Search and Self-Verification for Discrete Diffusion Language Models

In Poster Session 2

Jinbin Bai ⋅ Yixuan Li ⋅ Yuchen Zhu ⋅ Yi Xin ⋅ Qingyu Shi ⋅ Aosong Feng ⋅ Xiaohong Liu ⋅ Molei Tao ⋅ Jianru Xue ⋅ Xiangtai Li ⋅ Ming-Hsuan Yang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Prototype-guided Bilateral Alignment Multimodal Federated Learning

In Poster Session 2

Tianchi Liao ⋅ Lele Fu ⋅ Sheng Huang ⋅ Qing Hu ⋅ Hong-Ning Dai ⋅ Chuan Chen

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Hardware-Aware Dynamic Sparse Training for Large Output Spaces

In Poster Session 2

Nasib Ullah ⋅ Jinbin Zhang ⋅ Jean Lucien Randrianantenaina ⋅ Erik Schultheis ⋅ Rohit Babbar

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Conditional KRR: Injecting Unpenalized Features into Kernel Methods with Applications to Kernel Thresholding

In Poster Session 2

Rustem Takhanov ⋅ Zhenisbek Assylbekov

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

TimeLAVA: Learning-Agnostic Valuation for Time Series Data

In Poster Session 2

Wenqin Liu ⋅ Weizhi Quan ⋅ Aoqi Zuo ⋅ Erdun Gao ⋅ Vu Nguyen ⋅ Dino Sejdinovic ⋅ Howard Bondell ⋅ Mingming Gong

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Kernel-based Maximum-of-difference Test for Two-sample Comparison

In Poster Session 2

Dan Pu ⋅ Tianyi Zhu ⋅ Yao Yan ⋅ Wei Lan

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

One-Shot Weighted Ensemble Estimation for Federated Quantile Regression: Optimal Statistical Guarantees under Heterogeneous Structured Data

In Poster Session 2

Guang Yang ⋅ Bo Pan ⋅ Chengdi Lian ⋅ Xingcai Zhou ⋅ Linglong Kong ⋅ Yafei Wang ⋅ Bei Jiang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Transport Clustering: Solving Low-Rank Optimal Transport via Clustering

In Poster Session 2

Henri Schmidt ⋅ Peter Halmos ⋅ Benjamin Raphael

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Rethinking Parameter Sharing as Graph Coloring for Structured Compression

In Poster Session 2

Boyang Zhang ⋅ Daning Cheng ⋅ Yunquan Zhang ⋅ Fangming Liu

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

On Uniform Error Bounds for Kernel Regression under Non-Gaussian Noise

In Poster Session 2

Johannes Teutsch ⋅ Oleksii Molodchyk ⋅ Marion Leibold ⋅ Timm Faulwasser ⋅ Armin Lederer

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

DiScoFormer: Plug-In Density and Score Estimation with Transformers

In Poster Session 2

Vasily Ilin ⋅ Peter Sushko ⋅ Ranjay Krishna

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Sequential Kernel-based Conditional Independence Testing via Adaptive Betting

In Poster Session 2

Zheng He ⋅ Danica J Sutherland

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Zero-Flow Encoders

In Poster Session 2

Yakun Wang ⋅ Leyang Wang ⋅ Song Liu ⋅ Taiji Suzuki

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Class-Prior Perturbation-Robust Regularization for Imbalanced Unreliable Partial Label Learning

In Poster Session 2

Congyu Qiao ⋅ Haohao Dong ⋅ Xin Geng ⋅ Ning Xu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

SciAgentGym: Benchmarking Multi-Step Scientific Tool-Use in LLM Agents

In Poster Session 2

Yujiong Shen ⋅ Yajie Yang ⋅ Zhiheng Xi ⋅ Binze Hu ⋅ Huayu Sha ⋅ Qiyuan Peng ⋅ Jiazheng Zhang ⋅ Junlin Shang ⋅ Jixuan Huang ⋅ Yutao Fan ⋅ Jingqi Tong ⋅ Shihan Dou ⋅ Ming Zhang ⋅ LEI BAI ⋅ Zhenfei Yin ⋅ Tao Gui ⋅ Xingjun Ma ⋅ Qi Zhang ⋅ Xuanjing Huang ⋅ Yu-Gang Jiang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

VenusBench-Mobile: A Challenging and User-Centric Benchmark for Mobile GUI Agents with Capability Diagnostics

In Poster Session 2

Yichen Gong ⋅ Zhuohan Cai ⋅ Sunhao Dai ⋅ Yuqi Zhou ⋅ Zhangxuan Gu ⋅ Changhua Meng ⋅ Shuheng Shen

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

When AI Benchmarks Plateau: A Systematic Study of Benchmark Saturation

In Poster Session 2

Mubashara Akhtar ⋅ Anka Reuel ⋅ Prajna Soni ⋅ Sanchit Ahuja ⋅ Pawan Sasanka Ammanamanchi ⋅ Ruchit Rawal ⋅ Vilém Zouhar ⋅ Srishti Yadav ⋅ Chenxi Whitehouse ⋅ Dayeon Ki ⋅ Jennifer Mickel ⋅ Leshem Choshen ⋅ Marek Šuppa ⋅ Jan Batzner ⋅ Jenny Chim ⋅ Jeba Sania ⋅ Yanan Long ⋅ Hossein A. Rahmani ⋅ Christina Knight ⋅ Yiyang Nan ⋅ Jyoutir Raj ⋅ Yu Fan ⋅ Shubham Singh ⋅ Subramanyam Sahoo ⋅ Eliya Habba ⋅ Usman Gohar ⋅ Siddhesh Pawar ⋅ Robert Scholz ⋅ Arjun Subramonian ⋅ Jingwei Ni ⋅ Mrinmaya Sachan ⋅ Mykel Kochenderfer ⋅ Sanmi Koyejo ⋅ Stella Biderman ⋅ Zeerak Talat ⋅ Avijit Ghosh ⋅ Irene Solaiman

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Tempora: Characterising the Time-Contingent Utility of Online Test-Time Adaptation

In Poster Session 2

Sudarshan Sreeram ⋅ Young D. Kwon ⋅ Cecilia Mascolo

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

VisionWebDev: A Hierarchical Benchmark for Visual Website Development with Agent Verification

In Poster Session 2

Zehai He ⋅ Wenyi Hong ⋅ ZHEN YANG ⋅ Ziyang Pan ⋅ Mingdao Liu ⋅ Xiaotao Gu ⋅ Jie Tang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

GameDevBench: Evaluating Agentic Capabilities Through Game Development

In Poster Session 2

Wayne Chi ⋅ Yixiong Fang ⋅ Arnav Yayavaram ⋅ Siddharth Yayavaram ⋅ Seth Karten ⋅ Qiuhong Anna Wei ⋅ Runkun Chen ⋅ Alexander Wang ⋅ Valerie Chen ⋅ Ameet Talwalkar ⋅ Chris Donahue

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Reasoning Models Are Test Exploiters: Rethinking Multiple Choice

In Poster Session 2

Narun Raman ⋅ Taylor Lundy ⋅ Kevin Leyton-Brown

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

InteractBench: Benchmarking LLMs on Competitive Programming under Unrevealed Information

In Poster Session 2

Jiaze Li ⋅ Aocheng Shen ⋅ Bing Liu ⋅ Boyu Zhang ⋅ Xiaoxuan Fan ⋅ Qiankun Zhang ⋅ Xianjun Deng

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Item Response Scaling Laws: A Measurement Theory Approach for Efficient and Generalizable Neural Scaling Estimation

In Poster Session 2

Sang Truong ⋅ Yuheng Tu ⋅ Rylan Schaeffer ⋅ Sanmi Koyejo

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

FT-Dojo: Towards Autonomous LLM Fine-Tuning with Language Agents

In Poster Session 2

Qizheng Li ⋅ Yifei Zhang ⋅ Xiao Yang ⋅ Xu Yang ⋅ Zhuo Wang ⋅ Bowen Xian ⋅ Weiqing Liu ⋅ Jiang Bian

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters

In Poster Session 2

Hanjun Luo ⋅ Zhimu Huang ⋅ Sylvia Chung Yan Shan ⋅ Yiran Wang ⋅ Yingbin Jin ⋅ Jialin Li ⋅ Jiang Li ⋅ Xinfeng Li ⋅ Hanan Salam

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

CyberCycle: Scalable Real-World Benchmark for AI Agents' End-to-End Cybersecurity Capabilities

In Poster Session 2

Tianneng Shi ⋅ Robin Rheem ⋅ Dongwei Jiang ⋅ Francisco De La Riega ⋅ Mona Wang ⋅ Zhun Wang ⋅ Jingzhi Jiang ⋅ Alexander Cheung ⋅ Sean Tai ⋅ Jonah Cha ⋅ Jianhong Tu ⋅ Gabriel Han ⋅ Chenguang Wang ⋅ Wenbo Guo ⋅ Jingxuan He ⋅ Dawn Song

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

How can we assess human-agent interactions? Case studies in software agent design

In Poster Session 2

Valerie Chen ⋅ Rohit Malhotra ⋅ Xingyao Wang ⋅ Juan Michelini ⋅ Xuhui Zhou ⋅ Aditya Bharat Soni ⋅ Hoang Tran ⋅ Calvin Smith ⋅ Ameet Talwalkar ⋅ Graham Neubig

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

VeRO: An Evaluation Harness for Agents to Optimize Agents

In Poster Session 2

Varun Ursekar ⋅ Apaar Shanker ⋅ Veronica Chatrath ⋅ Yuan Xue ⋅ Samuel Denton

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Benchmarking Agent Memory in Interdependent Multi-Session Agentic Tasks

In Poster Session 2

Zexue He ⋅ Yu Wang ⋅ Churan Zhi ⋅ Yuanzhe Hu ⋅ Tzu-Ping Chen ⋅ Lang Yin ⋅ Ze Chen ⋅ Tong Wu ⋅ Siru Ouyang ⋅ Zihan Wang ⋅ Jiaxin Pei ⋅ Julian McAuley ⋅ Yejin Choi ⋅ Alex Pentland

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

LOCA-bench: Benchmarking Language Agents Under Controllable and Extreme Context Growth

In Poster Session 2

Weihao Zeng ⋅ Yuzhen Huang ⋅ Junxian He

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

DRPBench: Evaluating LLMs in Concurrent Code Comprehension via Fine-grained Data Race Prediction

In Poster Session 2

Yuqi Guo ⋅ Siwei Wei ⋅ Yan Cai

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

TritonGym: A Benchmark for Agentic LLM Workflows in Triton GPU Code Generation

In Poster Session 2

Yue Guan ⋅ Yichen Lin ⋅ Xu Zhao ⋅ Jianzhu Yao ⋅ Xinwei Qiang ⋅ zhongkai yu ⋅ Pramod Viswanath ⋅ Yufei Ding ⋅ Adnan Aziz

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Strategic Navigation or Stochastic Search? How Agents and Humans Reason Over Document Collections

In Poster Session 2

Lukasz Borchmann ⋅ Jordy Van Landeghem ⋅ Michał Turski ⋅ Shreyansh Padarha ⋅ Ryan Kearns ⋅ Adam Mahdi ⋅ Niels Rogge ⋅ Clémentine Fourrier ⋅ Siwei Han ⋅ Huaxiu Yao ⋅ Artemis Llabrés ⋅ Yiming Xu ⋅ Dimosthenis Karatzas ⋅ Hao Zhang ⋅ Anupam Datta

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Memoria-Bench: A Comprehensive Benchmark for Evaluating Memory in Long-Horizon Autonomous Agents

In Poster Session 2

Qiufeng Wang ⋅ Jiaxuan Zhu ⋅ Ziteng Feng ⋅ Zhenyu Cui ⋅ Jialong Wu ⋅ Shuxia Lin ⋅ Caorui Li ⋅ Renzhao Liang ⋅ Yifei Yu ⋅ Kun Wang ⋅ Qiankun Li ⋅ Guibin Zhang ⋅ Siming Huang ⋅ Xianzhen Luo ⋅ Jie Wang ⋅ Junnan Dong ⋅ Siyu An ⋅ Biao Liu ⋅ Yidong Wang ⋅ Cunxiang Wang ⋅ Yu Chen ⋅ Zhenhong Zhou ⋅ Liang Lin ⋅ Zhongxiang Sun ⋅ Deng-Bao Wang ⋅ Xu Yang ⋅ Yang Liu ⋅ Min-Ling Zhang ⋅ di yin ⋅ Xing Sun ⋅ Jiaheng Liu ⋅ Qian-Wen Zhang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Benchmarking at the Edge of Comprehension

In Poster Session 2

Samuele Marro ⋅ Jialin Yu ⋅ Emanuele La Malfa ⋅ Oishi Deb ⋅ Jiawei Li ⋅ Yibo Yang ⋅ Ebey Abraham ⋅ Sunando Sengupta ⋅ Eric Sommerlade ⋅ Michael Wooldridge ⋅ Phil Torr

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

MECAT: A Multi-Experts Constructed Benchmark for Fine-Grained Audio Understanding Tasks

In Poster Session 2

Yadong Niu ⋅ TIANZI WANG ⋅ Heinrich Dinkel ⋅ Xingwei Sun ⋅ Jiahao Zhou ⋅ Gang Li ⋅ Jizhong Liu ⋅ Xunying Liu ⋅ Jian Luan

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

CodeClash: Benchmarking Goal-Oriented Software Engineering

In Poster Session 2

John Yang ⋅ Kilian Lieret ⋅ Joyce Yang ⋅ Carlos Jimenez ⋅ Muhtasham Oblokulov ⋅ Aryan Siddiqui ⋅ Ofir Press ⋅ Ludwig Schmidt ⋅ Diyi Yang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Fix Before Search: Benchmarking Agentic Visual Query Pre-processing in Multimodal Retrieval-augmented Generation

In Poster Session 2

Jiankun Zhang ⋅ Shenglai Zeng ⋅ Kai Guo ⋅ Xinnan Dai ⋅ Hui Liu ⋅ Jiliang Tang ⋅ Yi Chang

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

MiniAppBench: Evaluating the Shift from Text to Interactive HTML Responses in LLM-Powered Assistants

In Poster Session 2

Zuhao zhang ⋅ Chengyue Yu ⋅ Yuante Li ⋅ Chenyi Zhuang ⋅ Linjian Mo ⋅ Shuai Li

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

VLA-Arena: An Open-Source Framework for Benchmarking Vision-Language-Action Models

In Poster Session 2

Borong Zhang ⋅ Jiahao Li ⋅ Jiachen Shen ⋅ Yishuai Cai ⋅ Yuhao Zhang ⋅ Yuanpei Chen ⋅ Juntao Dai ⋅ Jiaming Ji ⋅ Yaodong Yang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

L-CUBE: Isolating Long-Context Capacity from Knowledge with Controllable Mutual Information Scaling

In Poster Session 2

Zhuo Chen ⋅ Oriol Mayné i Comas ⋅ Zhuotao Jin ⋅ Di Luo ⋅ Marin Soljačić

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Toward More Reliable Agent Evaluation: A Component-Based Benchmark Auditing Pipeline

In Poster Session 2

Hyewon Suh ⋅ Seojune Lee ⋅ Binfei Ji ⋅ Rishi Khare ⋅ Basit Khan ⋅ Hyunjun Kim ⋅ Tianyi Zhang ⋅ Venkat Krishna Srinivasan ⋅ Peter Belcak ⋅ Shizhe Diao ⋅ Pavlo Molchanov ⋅ Yingyan (Celine) Lin ⋅ Zhen Dong

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

DRIFT-BENCH: Diagnosing CoopeRative Breakdowns in LLM Agents under Input Faults via Multi-Turn Interaction

In Poster Session 2

Han Bao ⋅ Zheyuan Zhang ⋅ PENGCHENG JING ⋅ Zhengqing Yuan ⋅ Kaiwen Shi ⋅ Yanfang Ye

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

KernelCraft: Benchmarking for Agentic Close-to-Metal Kernel Generation on Emerging Hardware

In Poster Session 2

Jiayi Nie ⋅ Haoran Wu ⋅ Yao Lai ⋅ Zeyu Cao ⋅ Cheng Zhang ⋅ Binglei Lou ⋅ Erwei Wang ⋅ Jianyi Cheng ⋅ Timothy Jones ⋅ Robert Mullins ⋅ Rika Antonova ⋅ Aaron Zhao

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

EVMbench: Evaluating AI Agents on Smart Contract Security

In Poster Session 2

Justin Wang ⋅ Andreas Bigger ⋅ Xiaohai Xu ⋅ Justin W. Lin ⋅ Andy Applebaum ⋅ Tejal Patwardhan ⋅ Alpin Yukseloglu ⋅ Olivia Watkins

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Position: Bridge Human Interpretation and Machine Representation With Explicit Specification For Qualitative Data Analysis In LLM Era

In Poster Session 2

Xinyu Pi ⋅ Qisen Yang ⋅ Chuong Nguyen ⋅ Hua Shen

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

MMBench-Live: A Continuously Evolving Benchmark for Multimodal Models

In Poster Session 2

Yuanzhi Liu ⋅ Shousheng Zhao ⋅ Bo Zhou ⋅ Kongming Liang ⋅ Zhanyu Ma

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

BEST: Benchmarking Efficiency in Space and Time for LLM-Generated Code

In Poster Session 2

Aocheng Shen ⋅ Boyu Zhang ⋅ Jiaze Li ⋅ Ruixuan Ma ⋅ Qiankun Zhang ⋅ Wang ⋅ Bin Yuan ⋅ Shenghao Liu ⋅ Xianjun Deng

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Identifying Learnwares via Reduced Neural Conditional Mean Embedding

In Poster Session 2

Zi-Yu Mao ⋅ Ming Li

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Explainable Federated Learning via Global–Local Attribution Alignment

In Poster Session 2

Dawood Wasif ⋅ Terrence Moore ⋅ Chang-Tien Lu ⋅ Jin-Hee Cho

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

CHB: A Diagnostic Toolkit for Hardness-Aware Clustering Evaluation

In Poster Session 2

Walid Durani ⋅ Philipp Jahn ⋅ Collin Leiber ⋅ David B. Hoffmann ⋅ Thomas Seidl ⋅ Claudia Plant ⋅ Christian Böhm

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Coverage, Not Averages: Semantic Stratification for Trustworthy Retrieval Evaluation

In Poster Session 2

Andrew Klearman ⋅ Radu Revutchi ⋅ Rohin Garg ⋅ Rishav Chakravarti ⋅ Samuel Denton ⋅ Yuan Xue

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

The Consistency Trap in LLMs: Generator-Evaluator Agreement and Vulnerability to Mistakes

In Poster Session 2

Marina Mancoridis ⋅ Zoe Hitzig

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

FiRE: Fine-grained Ranking Evaluation for Machine Translation

In Poster Session 2

Wenyang Gao ⋅ Yinghao Yang ⋅ Xi Jin ⋅ Jing Li ⋅ Yue Zhang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Cutting LLM Evaluation Costs with SySRs: A Bandit Algorithm that Provably Exploits Model Similarity

In Poster Session 2

Florian Dorner ⋅ Zifan Lyu ⋅ Chahine Nejma ⋅ Tobias Wegel ⋅ Fanny Yang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

SCOPE: Selective Conformal Optimized Pairwise LLM Judging

In Poster Session 2

Sher Badshah ⋅ Ali Emami ⋅ Hassan Sajjad

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Do LLMs Signal When They’re Right? Evidence from Neuron Agreement

In Poster Session 2

Kang Chen ⋅ Yaoning Wang ⋅ Kai Xiong ⋅ Zhuoka Feng ⋅ Yu Minshen ⋅ Wenhe Sun ⋅ Haotian Chen ⋅ Yixin Cao

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

GICDM: Mitigating Hubness for Reliable Distance-Based Generative Model Evaluation

In Poster Session 2

Nicolas Salvy ⋅ Hugues Talbot ⋅ Thirion Bertrand

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Evaluating Language Models in Realistic Conversational Contexts

In Poster Session 2

Ilija Subasic ⋅ Andrew Rabinovich ⋅ Zhao Chen

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

GenExam: A Multidisciplinary Text-to-Image Exam

In Poster Session 2

Zhaokai Wang ⋅ Penghao Yin ⋅ Xiangyu Zhao ⋅ Changyao Tian ⋅ Yu Qiao ⋅ Wenhai Wang ⋅ Jifeng Dai ⋅ Gen Luo

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

DocHop: Benchmarking Out-of-domain Multi-hop Reasoning in Information-Dense Documents

In Poster Session 2

Zhuoran Yu ⋅ Le Thien Phuc Nguyen ⋅ Jaden Park ⋅ Xinyi Gu ⋅ Zexue He ⋅ Soochahn Lee ⋅ Rogerio Feris ⋅ Yong Jae Lee

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Measuring Intent Comprehension in LLMs

In Poster Session 2

Nadav Kunievsky ⋅ James Evans

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Expanding the AI Evaluation Toolbox with Statistical Models

In Poster Session 2

Drew Keller ⋅ Kweku Kwegyir-Aggrey ⋅ Ryan Steed ⋅ Anita Rao ⋅ Julia Sharp ⋅ A. Bergman

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Conformal Reliability: A New Evaluation Metric for Conditional Generation

In Poster Session 2

Yachen Gao ⋅ Xinwei Sun ⋅ Yikai Wang ⋅ Ye Shi ⋅ Jingya Wang ⋅ Jianfeng Feng ⋅ Yanwei Fu

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Quantized Maximum Likelihood Estimation under Normal Mean-Variance Mixture Model

In Poster Session 2

Chenyu Gao ⋅ Zhexian Yang ⋅ Ziping Zhao

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Conditional Coverage Diagnostics for Conformal Prediction

In Poster Session 2

Sacha Braun ⋅ David Holzmüller ⋅ Michael Jordan ⋅ Francis Bach

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Thinking in Structures: Evaluating Spatial Intelligence through Reasoning on Constrained Manifolds

In Poster Session 2

Chen Yang ⋅ Guanxin Lin ⋅ Youquan He ⋅ Peiyao Chen ⋅ Guanghe Liu ⋅ Yufan Mo ⋅ Zhouyuan Xu ⋅ Linhao Wang ⋅ Guohui Zhang ⋅ Zihang Zhang ⋅ Shenxiang Zeng ⋅ Chen Wang ⋅ Jiansheng Fan

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Query-efficient model evaluation using cached responses

In Poster Session 2

Hayden Helm ⋅ Ben Johnson ⋅ Carey Priebe

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Are VLMs Seeing or Just Saying? Uncovering the Illusion of Visual Re-examination

In Poster Session 2

Chufan Shi ⋅ Cheng Yang ⋅ Yaokang Wu ⋅ Linghao Jin ⋅ Bo Shui ⋅ Taylor Berg-Kirkpatrick ⋅ Xuezhe Ma

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Position: Peer Review Should Be Calibrated via LLM Scoring

In Poster Session 2

Zijin Chen ⋅ lesui Yu ⋅ Xiaofei Liao ⋅ Hai Jin ⋅ Qinbin Li

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

UniCode: Augmenting Evaluation for Code Reasoning

In Poster Session 2

Xinyue Zheng ⋅ Haowei Lin ⋅ Shaofei Cai ⋅ Zilong Zheng ⋅ Yaodong Yang ⋅ Yitao Liang

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Instance-Level Costs for Nuanced Classifier Evaluation

In Poster Session 2

Kabir Kang ⋅ Steve Mussmann

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

VT-Bench: A Unified Benchmark for Visual-Tabular Multi-Modal Learning

In Poster Session 2

贾子怡 ⋅ Zijian Cheng ⋅ Xinyue Zhang ⋅ Kun-Yang Yu ⋅ Zhi Zhou ⋅ Yu-Feng Li ⋅ Lan-Zhe Guo

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

FLIPS: Instance-Fingerprinting for LLMs via Pseudo-random Sequences

In Poster Session 2

Richardeau Gurvan ⋅ Gohar Dashyan ⋅ Erwan Le Merrer ⋅ Gilles Tredan

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Evaluating Object-Centric Models beyond Object Discovery

In Poster Session 2

Krishnakant Singh ⋅ Simone Schaub-Meyer ⋅ Stefan Roth

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Benchmarking the Limits of In-Context Reinforcement Learning for Ad-Hoc Teamwork

In Poster Session 2

Yuheng Jing ⋅ Kai Li ⋅ Jiajun Zhang ⋅ Zeyao Ma ⋅ Jiaxi Yang ⋅ Lei Zhang ⋅ zhe wu ⋅ Jinmin He ⋅ Junliang Xing ⋅ Jian Cheng

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Benchmarking World-Model Learning with Environment-Level Queries

In Poster Session 2

Archana Warrier ⋅ Dat Nguyen ⋅ Michelangelo Naim ⋅ Moksh Jain ⋅ Yichao Liang ⋅ Karen Schroeder ⋅ Cambridge Yang ⋅ Josh Tenenbaum ⋅ Sebastian Vollmer ⋅ Kevin Ellis ⋅ Zenna Tavares

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Learning multi-modal generative models with permutation-invariant encoders and tighter variational objectives

In Poster Session 2

Marcel Hirt ⋅ Domenico Campolo ⋅ Victoria Leong ⋅ Juan-Pablo Ortega

[ URL] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Aitchison Embeddings for Learning Compositional Graph Representations

In Poster Session 2

Nikolaos Nakis ⋅ Chrysoula Kosma ⋅ Panagiotis Promponas ⋅ Michail Chatzianastasis ⋅ Giannis Nikolentzos

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Contrastive Symbolic Regression: Aligned Representations, Adaptive Prediction, and Diverse Ensembles

In Poster Session 2

Hengzhe Zhang ⋅ Qi Chen ⋅ Bing Xue ⋅ Wolfgang Banzhaf ⋅ Mengjie Zhang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

T-GINEE: A Tensor-Based Multi-Graph Representation Learning

In Poster Session 2

Maolin Wang ⋅ Xuhui Chen ⋅ ZiTing Mai ⋅ Zhiqi Li ⋅ Tianshuo Wei ⋅ Yutian Xiao ⋅ Wenlin Zhang ⋅ Wanyu Wang ⋅ Ruocheng Guo ⋅ Haoxuan Li ⋅ Zenglin Xu ⋅ Xiangyu Zhao

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Multimodal Nested Learning for Decoupled and Coordinated Optimization

In Poster Session 2

Yanglin Feng ⋅ Yang Qin ⋅ Dezhong Peng ⋅ Rui Wang ⋅ Xiaomin Song ⋅ Peng Hu

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Learning Graph Foundation Models on Riemannian Graph-of-Graphs

In Poster Session 2

Haokun Liu ⋅ Zezhong Ding ⋅ Xike Xie

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Hermite-NGP: Gradient-Augmented Hash Encoding for Learning PDEs

In Poster Session 2

Jinjin He ⋅ Zhiqi Li ⋅ Sinan Wang ⋅ Bo Zhu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Coordinated Disentanglement with Iterative Mode Discovery Under Hidden Correlations

In Poster Session 2

Rong Hu ⋅ Ling Chen

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Mixing Configurations for Downstream Prediction

In Poster Session 2

Juntang Wang ⋅ Hao Wu ⋅ Yihan Wang ⋅ Dongmian Zou ⋅ Shixin Xu

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Identifying dependent components from multi-domain linear mixtures

In Poster Session 2

Danru Xu ⋅ Lauri Parkkonen ⋅ Sara Magliacane ⋅ Aapo Hyvarinen

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

MM-Spectrum: Multimodal Multi-spectral Molecular Structural Elucidation with a Stable MoE Framework

In Poster Session 2

Haitao YU ⋅ Min Nan ⋅ Zheng Fang ⋅ Hongyu Zhan ⋅ Yusen Tan ⋅ Yuhan Wang ⋅ Jun Xia

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

A Single Layer to Explain Them All: Understanding Massive Values in Large Language Models

In Poster Session 2

Zeru Shi ⋅ Zhenting Wang ⋅ Fan Yang ⋅ Qifan Wang ⋅ Ruixiang Tang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Weight Updates as Activation Shifts: A Principled Framework for Steering

In Poster Session 2

Dyah Adila ⋅ John Cooper ⋅ Alexander Yun ⋅ Avi Trost ⋅ Frederic Sala

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Batch Normalization for Neural Networks on Complex Domains

In Poster Session 2

Xuan Son Nguyen ⋅ Nistor Grozavu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

UniFast-HGR: Scalable and Efficient Maximal Correlation for Multimodal Models

In Poster Session 2

Hongkang Zhang ⋅ Shao-Lun Huang ⋅ Yanlong Wang ⋅ Ercan KURUOGLU

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

CAMP: Coherent Alignment of Multimodal Prototypes for Explainable Complementary Learning

In Poster Session 2

Alvaro Lopez Pellicer ⋅ Eoin M Kenny ⋅ Simran Lamba ⋅ Shubham Sharma ⋅ Plamen Angelov ⋅ Saumitra Mishra

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Multi-Adapter Representation Interventions via Energy Calibration

In Poster Session 2

Manjiang Yu ⋅ Hongji Li ⋅ Junwei Chen ⋅ Xue Li ⋅ Priyanka Singh ⋅ YANG CAO ⋅ Lijie Hu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

FiGuRO - Intrinsic Dimension Estimation for Multi-Modal Data

In Poster Session 2

Viktoria Schuster ⋅ Sana Tonekaboni ⋅ Caroline Uhler

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Embedding Hybrid Systems into Continuous Latent Vector Fields

In Poster Session 2

Sangli Teng ⋅ Hang Liu ⋅ Koushil Sreenath

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

TextME: Bridging Unseen Modalities Through Text Descriptions

In Poster Session 2

Soyeon Hong ⋅ Jinchan Kim ⋅ Jaegook You ⋅ Seungtaek Choi ⋅ Suha Kwak ⋅ Hyunsouk Cho

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Step-Level Sparse Autoencoder for Reasoning Process Interpretation

In Poster Session 2

Xuan Yang ⋅ Jiayu Liu ⋅ Yuhang Lai ⋅ Hao Xu ⋅ Zhenya Huang ⋅ Ning Miao

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Generalizable and Composable Multi-Model Embedding Translation

In Poster Session 2

Beining Yang ⋅ Yang Cao

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Are Object-Centric Representations Better At Compositional Generalization?

In Poster Session 2

Ferdinand Kapl ⋅ Amir Mohammad Karimi Mamaghan ⋅ Maximilian Seitzer ⋅ Karl Johansson ⋅ Carsten Marr ⋅ Stefan Bauer ⋅ Andrea Dittadi

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Emergent Visual Representations through Unsupervised Spiking Networks with Synaptic Pruning

In Poster Session 2

Di Hong ⋅ Dazhong Rong ⋅ Yueming Wang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

The Geometry of Representational Failures in Vision Language Models

In Poster Session 2

Daniele Savietto ⋅ Declan Campbell ⋅ André Panisson ⋅ Marco Nurisso ⋅ Giovanni Petri ⋅ Jonathan Cohen ⋅ Alan Perotti

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Generation is Required for Data-Efficient Perception

In Poster Session 2

Jack Brady ⋅ Bernhard Schölkopf ⋅ Thomas Kipf ⋅ Simon Buchholz ⋅ Wieland Brendel

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Riemannian Generative Decoder

In Poster Session 2

Andreas Bjerregaard ⋅ Søren Hauberg ⋅ Anders Krogh

[ URL] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Multi-label learning with contrastive cluster self-supervision for 3D hierarchical semantic segmentation

In Poster Session 2

Shuyu Cao ⋅ Chongshou Li ⋅ Jie Xu ⋅ Tianrui Li ⋅ Na Zhao

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

CL-GCL: Comprehensive and Lightweight Graph Contrastive Learning

In Poster Session 2

Jianqing Liang ⋅ Xinkai Wei ⋅ Zhiqiang Li

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

ArcDAE: Asymmetric Rectified Contrastive Diffusion Autoencoder for Unified Representation Learning

In Poster Session 2

Ge Gao ⋅ Shuo Chen ⋅ Di Xiong ⋅ Zeke Xie ⋅ Jian Yang

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Toward Structural Multimodal Representations: Specialization, Selection, and Sparsification via Mixture-of-Experts

In Poster Session 2

Hahyeon Choi ⋅ NOJUN KWAK

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

NNiT: Width-Agnostic Neural Network Generation with Structurally Aligned Weight Spaces

In Poster Session 2

Jiwoo Kim ⋅ Swarajh Mehta ⋅ Hao-Lun Hsu ⋅ Hyunwoo Ryu ⋅ Yudong Liu ⋅ Miroslav Pajic

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Towards Uniformity and Alignment for Multimodal Representation Learning

In Poster Session 2

Wenzhe Yin ⋅ Pan Zhou ⋅ Zehao Xiao ⋅ Jie Liu ⋅ Shujian Yu ⋅ Jan-jakob Sonke ⋅ Efstratios Gavves

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Riemannian stochastic optimization for sufficient dimension reduction

In Poster Session 2

Thibault Pautrel ⋅ François Portier

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Uncovering the Latent Potential of Deep Intermediate Representations

In Poster Session 2

Arnesh Batra ⋅ Arush Gumber ⋅ Aniket Khandelwal ⋅ Jashn Khemani ⋅ Anubha Gupta

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Neural Collapse by Design: Learning Class Prototypes on the Hypersphere

In Poster Session 2

Panagiotis Koromilas ⋅ Theodoros Giannakopoulos ⋅ Mihalis Nicolaou ⋅ Yannis Panagakis

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Expand Neurons, Not Parameters

In Poster Session 2

Linghao Kong ⋅ Inimai Subramanian ⋅ Yonadav Shavit ⋅ Micah Adler ⋅ Dan Alistarh ⋅ Nir Shavit

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

DAG: A Dual Correlation Network for Time Series Forecasting with Exogenous Variables

In Poster Session 2

Xiangfei Qiu ⋅ Yuhan Zhu ⋅ Zhengyu Li ⋅ Xingjian Wu ⋅ Bin Yang ⋅ Jilin Hu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Server-Proximal Aggregation for Federated Domain-Incremental Learning under Partial Participation: Task-Uniform Convergence and Backward Transfer

In Poster Session 2

Longtao Xu ⋅ Jian Li

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

USE : A Unified Self-Ensembling Framework for Test-Time Prompt Tuning

In Poster Session 2

Siru Jiang ⋅ Jian Liang ⋅ Ran He ⋅ Tieniu Tan

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

FRISM: Fine-Grained Reasoning Injection via Subspace-Level Model Merging for Vision–Language Models

In Poster Session 2

Chenyu Huang ⋅ Peng Ye ⋅ Xudong Tan ⋅ Jinhan Mu ⋅ Shenghe Zheng ⋅ Li Shen ⋅ Tao Chen

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Game-Theoretic Co-Evolution for LLM-Based Heuristic Discovery

In Poster Session 2

Xinyi Ke ⋅ Kai Li ⋅ Junliang Xing ⋅ Yifan Zhang ⋅ Jian Cheng

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Enhancing Reasoning for Diffusion LLMs via Distribution Matching Policy Optimization

In Poster Session 2

Yuchen Zhu ⋅ Wei Guo ⋅ Jaemoo Choi ⋅ Petr Molodyk ⋅ Bo Yuan ⋅ Molei Tao ⋅ Yongxin Chen

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Singular Bayesian Neural Networks

In Poster Session 2

Mame Diarra Toure ⋅ David A Stephens

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Position: The Time for Sampling Is Now! Charting a New Course for Bayesian Deep Learning

In Poster Session 2

Emanuel Sommer ⋅ David Rügamer

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Scalable Bayesian Semi-supervised Clustering with Feature Selection and Adaptive Constraint Weighting

In Poster Session 2

Luwei Wang ⋅ Dagmara Panas ⋅ Ke Wang ⋅ Sohan Seth ⋅ Bruce Guthrie

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Constrained Multi-Objective Reinforcement Learning with Max-Min Criterion

In Poster Session 2

Giseung Park ⋅ Hyunyoung Nam ⋅ woohyeon Byeon ⋅ Amir Leshem ⋅ Youngchul Sung

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Revisiting Distribution Correction Estimation for Offline Imitation Learning with Suboptimal Dataset

In Poster Session 2

Quang Anh PHAM ⋅ Tien Mai ⋅ Akshat Kumar

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

DualCOIL: Offline Imitation Learning from Contrasting Demonstrations

In Poster Session 2

Huy Hoang ⋅ Tien Mai ⋅ Pradeep Varakantham ⋅ Tanvi Verma

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

HyMTRL: A Hybrid Multi-Task Reinforcement Learning Framework via Phased Policy Evolution

In Poster Session 2

Jinmin He ⋅ Kai Li ⋅ Xiaoyi Dong ⋅ Yifan Zang ⋅ Yuheng Jing ⋅ Yifan Zhang ⋅ Junliang Xing ⋅ Jian Cheng

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Non-Adversarial Imitation Learning Provably Free of Compounding Errors: The Role of Bellman Constraints

In Poster Session 2

Tian Xu ⋅ Chenyang Wang ⋅ Xiaochen Zhai ⋅ Ziniu Li ⋅ Yi-Chen Li ⋅ Yang Yu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Model-Free Robust Average-Reward Reinforcement Learning with Sample Complexity Analysis

In Poster Session 2

Zachary Roch ⋅ George Atia ⋅ Yue Wang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Learning from Pairwise Preferences in Long-Term Decision Problems

In Poster Session 2

Jonathan Colaco Carr ⋅ Prakash Panangaden ⋅ Doina Precup ⋅ Benjamin Van Roy

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

RAD: Retrieval High-quality Demonstrations to Enhance Decision-making

In Poster Session 2

Lu Guo ⋅ Yixiang Shan ⋅ Zhengbang Zhu ⋅ Qifan Liang ⋅ Lichang Song ⋅ Ting Long ⋅ Weinan Zhang ⋅ Yi Chang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Reverse Flow Matching: A Unified Framework for Online Reinforcement Learning with Diffusion and Flow Policies

In Poster Session 2

Zeyang Li ⋅ Sunbochen Tang ⋅ Navid Azizan

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Learning Anisotropic Value Geometry with Finsler Reinforcement Learning

In Poster Session 2

Jumman Hossain ⋅ Nirmalya Roy

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Probabilistic Performance Guarantees for Multi-Task Reinforcement Learning

In Poster Session 2

Yannik Schnitzer ⋅ Mathias Jackermeier ⋅ Alessandro Abate ⋅ David Parker

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Success-Conditioning as Policy Improvement: The Optimization Problem Solved by Imitating Success

In Poster Session 2

Daniel Russo

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Safety Generalization Under Distribution Shift in Safe Reinforcement Learning: A Diabetes Testbed

In Poster Session 2

Minjae Kwon ⋅ Josephine Lamp ⋅ Lu Feng

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Variance Driven Exploration: A Provable and Efficient Methodology for Pure Exploration in Highly Stochastic Environments

In Poster Session 2

Khang Luong ⋅ Nam Nguyen ⋅ Hoang Ta ⋅ Hung Tran-The ⋅ Tuan Dam

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Stochastic Minimum-Cost Reach-Avoid Reinforcement Learning

In Poster Session 2

Jingduo Pan ⋅ Taoran Wu ⋅ Yiling Xue ⋅ Bai Xue

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Safe Reinforcement Learning with Preference-based Constraint Inference

In Poster Session 2

Chenglin Li ⋅ Grant Ruan ⋅ Hua Geng

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Performative Policy Gradient: Optimality in Performative Reinforcement Learning

In Poster Session 2

Debabrota Basu ⋅ Udvas Das ⋅ Brahim Driss ⋅ Uddalak Mukherjee

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

ARLArena: Demystifying Policy Gradient Stability in Agentic Reinforcement Learning

In Poster Session 2

Xiaoxuan Wang ⋅ Han Zhang ⋅ Haixin Wang ⋅ Yidan Shi ⋅ Ruoyan Li ⋅ Kaiqiao Han ⋅ Chenyi Tong ⋅ Haoran Deng ⋅ Alexander Taylor ⋅ Renliang Sun ⋅ Yanqiao Zhu ⋅ Jason Cong ⋅ Yizhou Sun ⋅ Wei Wang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Reparameterization Proximal Policy Optimization

In Poster Session 2

Hai Zhong ⋅ Xun Wang ⋅ Zhuoran Li ⋅ Longbo Huang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Sample-Efficient Diffusion-based Reinforcement Learning with Critic Guidance

In Poster Session 2

Shutong Ding ⋅ Zejia Zhong ⋅ Zhongyi Wang ⋅ Ke Hu ⋅ Bikang Pan ⋅ Jingya Wang ⋅ Ye Shi

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

PAWS: Preference Learning with Advantage-Weighted Segments

In Poster Session 2

Aleksandar Taranovic ⋅ Onur Celik ⋅ Niklas Freymuth ⋅ Ge Li ⋅ Serge Thilges ⋅ Huy Le ⋅ Tai Hoang ⋅ Rania Rayyes ⋅ Gerhard Neumann

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Reflect-then-Correct: Rebalancing Task Optimization for Generalizable Meta-Reinforcement Learning via Distributional Value Error Reduction

In Poster Session 2

Min Wang ⋅ Xin Li ⋅ Ye He ⋅ Mingzhong Wang ⋅ Yonggang Zhang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Goal-Conditioned Agents that Learn Everything All at Once

In Poster Session 2

Michael Matthews ⋅ Matthew Jackson ⋅ Michael Beukman ⋅ Thomas Foster ⋅ Alistair Letcher ⋅ Scott Fujimoto ⋅ Cédric Colas ⋅ Jakob Foerster

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Debiased Model-based Representations for Sample-efficient Continuous Control

In Poster Session 2

Jiafei Lyu ⋅ Zichuan Lin ⋅ Scott Fujimoto ⋅ Kai Yang ⋅ Yangkun Chen ⋅ Saiyong Yang ⋅ Zongqing Lu ⋅ Deheng Ye

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Mean Flow Policy Optimization

In Poster Session 2

Xiaoyi Dong ⋅ Xi Zhang ⋅ Jian Cheng

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Auto-regressive In-context Demonstration Selection

In Poster Session 2

Yunzhe Qi ⋅ Sirui Chen ⋅ Jiaru Zou ⋅ Jingrui He

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Stabilizing PPO via Latent-Space Regularization and KDE-Driven Exploration

In Poster Session 2

Meiyu Du ⋅ Yuqing Gao ⋅ Wei Wang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

SRPO: Self-Reflective Policy Optimization for Long-Horizon Reasoning

In Poster Session 2

Jialong Liu ⋅ Yuling Shi ⋅ Ning Yang ⋅ Xiaodong Gu ⋅ Zuchao Li

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Mind Dreamer: Untethering Imagination via Active Counterfactual Reasoning on Latent Manifolds

In Poster Session 2

Shaojun Xu ⋅ Xiaoling Zhou ⋅ Yihan Lin ⋅ Yapeng Meng ⋅ Xinglong Ji ⋅ Luping Shi ⋅ Rong Zhao

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Behavior-Invariant Task Representation Learning with Transformer-based World Models for Offline Meta-Reinforcement Learning

In Poster Session 2

Fuyuan Qian ⋅ Menglong Zhang ⋅ Song Wang ⋅ Quanying Liu

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Knowledge Diversion for Efficient Morphology Control and Policy Transfer

In Poster Session 2

Fu Feng ⋅ Ruixiao Shi ⋅ Yucheng Xie ⋅ Jianlu Shen ⋅ Jing Wang ⋅ Xin Geng

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

The Surprising Difficulty of Search in Model-Based Reinforcement Learning

In Poster Session 2

Wei-Di Chang ⋅ Mikael Henaff ⋅ Brandon Amos ⋅ Gregory Dudek ⋅ Scott Fujimoto

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

TDM-R1: Reinforcing Few-Step Diffusion Models with Non-Differentiable Reward

In Poster Session 2

Yihong Luo ⋅ Tianyang Hu ⋅ Weijian Luo ⋅ Jing Tang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Global Policy-Space Response Oracles for Two-Player Zero-Sum Games

In Poster Session 2

Junyu Zhang ⋅ Feihong Yang ⋅ Jian Wang ⋅ Chao Wang ⋅ Xudong Zhang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Multi-timescale Reinforcement Learning by Value Reconstruction

In Poster Session 2

Zhan Su ⋅ Peixi Peng ⋅ Xinyu Hu ⋅ Cong Li ⋅ Yisen Zhao ⋅ Zhuojian Li ⋅ Yonghong Tian ⋅ Fanqi Shen

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

CompleteP for RL: Maintaining Feature Learning When Scaling Deep Reinforcement Learning

In Poster Session 2

M Ganesh Kumar ⋅ Adam Lee ⋅ Blake Bordelon ⋅ Cengiz Pehlevan

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

LightningRL: Breaking the Accuracy–Parallelism Trade-off of Block-wise dLLMs via Reinforcement Learning

In Poster Session 2

Yanzhe Hu ⋅ Yijie Jin ⋅ Pengfei Liu ⋅ Kai Yu ⋅ Zhijie Deng

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Unbiased Principles, Robust Rewards

In Poster Session 2

Qingnan Ren ⋅ Zhen Fang ⋅ Shiting Huang ⋅ Yu Zeng ⋅ Lin Chen ⋅ Zehui Chen ⋅ Feng Zhao

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

How RL Unlocks the Aha Moment in Geometric Interleaved Reasoning

In Poster Session 2

Xiangxiang Zhang ⋅ Caijun jia ⋅ Siyuan Li ⋅ he dingyu ⋅ Xiya Xiong ⋅ Zheng Sun ⋅ Honghao He ⋅ Yuchen Wu ⋅ Bihui Yu ⋅ Linzhuang Sun ⋅ Cheng Tan ⋅ Jingxuan Wei

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Autoregressive Direct Preference Optimization

In Poster Session 2

Masanari Oi ⋅ Mahiro Ukai ⋅ Masahiro Kaneko ⋅ Naoaki Okazaki ⋅ Nakamasa Inoue

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

TQL: Scaling Q-Functions with Transformers by Preventing Attention Collapse

In Poster Session 2

Perry Dong ⋅ Kuo-Han Hung ⋅ Alexander Swerdlow ⋅ Dorsa Sadigh ⋅ Chelsea Finn

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Langevin Rollout Optimization for Modelic Reinforcement Learning

In Poster Session 2

Tianyi Zhang ⋅ Likun Wang ⋅ Guojian Zhan ⋅ Feihong Zhang ⋅ Yang Guan ⋅ Yao Lyu ⋅ Shengbo Li

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Quantum Robust Inner Minimization for Reinforcement Learning with Quadratic Speed-Up in Query Complexity

In Poster Session 2

Hyun Kyu Lee ⋅ Joongheon Kim ⋅ Sung Whan Yoon

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

VideoSEG-O3: A Multi-turn Reinforcement Learning Framework for Reasoning Video Object Segmentation

In Poster Session 2

Ming Dai ⋅ Sen Yang ⋅ Boqiang Duan ⋅ Boyuan Tong ⋅ Jiedong Zhuang ⋅ Wankou Yang ⋅ Jingdong Wang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

What You Think is What You See: Driving Exploration in VLM Agents via Visual-Linguistic Curiosity

In Poster Session 2

Haoxi Li ⋅ Qinglin Hou ⋅ Jianfei Ma ⋅ Jinxiang Lai ⋅ Tao Han ⋅ Sikai Bai ⋅ Jingcai Guo ⋅ Jie ZHANG ⋅ Song Guo

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Randomized Advantage Transformation (RAT): Computing Natural Policy Gradients via Direct Backpropagation

In Poster Session 2

Mingfei Sun

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

What Does Flow-Matching Bring to TD-Learning?

In Poster Session 2

Bhavya Agrawalla ⋅ Michal Nauman ⋅ Aviral Kumar

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

KAGE-Bench: Fast Known-Axis Visual Generalization Evaluation for Reinforcement Learning

In Poster Session 2

Egor Cherepanov ⋅ Daniil Zelezetsky ⋅ Aleksandr Panov ⋅ Aleksey Kovalev

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Position: Deployed Reinforcement Learning should be Continual

In Poster Session 2

Parnian Behdin ⋅ Kevin Roice ⋅ Golnaz Mesbahi

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

A Regret Minimization Framework on Preference Learning in Large Language Models

In Poster Session 2

Suhwan Kim ⋅ Taehyun Cho ⋅ Youngsoo Jang ⋅ Geon-Hyeong Kim ⋅ Yu Jin Kim ⋅ Moontae Lee ⋅ Jungwoo Lee

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Natural Language Actor–Critic Is Bilevel: Learning to Reason with Textual Feedback

In Poster Session 2

Utsav Singh ⋅ Sidhaarth Murali ⋅ Souradip Chakraborty ⋅ Amrit Singh Bedi

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Segment-Aligned Policy Optimization for Multi-Modal Reasoning

In Poster Session 2

Lei Gao ⋅ Zhuoming Li ⋅ Mengxi Jia ⋅ Jiakang Yuan ⋅ Hongbo Sun ⋅ Hao Sun ⋅ Xuelong Li

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Beyond Rewards in RL for Cyber Defence

In Poster Session 2

Elizabeth Bates ⋅ Chris Hicks ⋅ Vasilios Mavroudis

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Learning Reward–Cost Balance in Safe RL via Score-Based World Models

In Poster Session 2

Yuetian Wang ⋅ Dianxi Shi ⋅ Yuanze Wang ⋅ Huanhuan Yang ⋅ Shiming Song ⋅ Chunping Qiu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

ASAP: Exploiting the Satisficing Generalization Edge in Neural Combinatorial Optimization

In Poster Session 2

Han Fang ⋅ Paul Weng ⋅ Yutong Ban

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Knothe-Rosenblatt Quantile Regression for Risk-sensitive Multi-objective Reinforcement Learning

In Poster Session 2

Gwangpyo Yoo ⋅ Woo Kyung Kim ⋅ Honguk Woo

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Mind Your Entropy: From Maximum Entropy to Trajectory Entropy-Constrained RL

In Poster Session 2

Guojian Zhan ⋅ Likun Wang ⋅ Pengcheng Wang ⋅ Feihong Zhang ⋅ Jingliang Duan ⋅ Kaicheng Yu ⋅ Masayoshi Tomizuka ⋅ Shengbo Li

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Balancing plasticity and stability with Fast and Slow Successor Features

In Poster Session 2

Raymond Chua ⋅ Doina Precup ⋅ Blake Richards

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Identifiable Token Correspondence for World Models

In Poster Session 2

Youngin Kim ⋅ Ray Sun ⋅ Inho Kim ⋅ Bumsoo Park ⋅ Hyun Oh Song

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

ScaleMoE: Mixture-of-Experts for Scalable Continuous Control in Actor-Critic Reinforcement Learning

In Poster Session 2

Yi Ma ⋅ Chenjun Xiao ⋅ Hongyao Tang ⋅ Yaodong Yang ⋅ Jinyi Liu ⋅ Jing Liang ⋅ Jiye Liang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Synthesizable Molecular Generation via Soft-constrained GFlowNets with Rich Chemical Priors

In Poster Session 2

Hyeonah Kim ⋅ Minsu Kim ⋅ Celine Roget ⋅ Dionessa Biton ⋅ Louis Vaillancourt ⋅ Yves Brun ⋅ Yoshua Bengio ⋅ Alex Hernandez-Garcia

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

BOOSTAPR: Boosting Automated Program Repair via Execution-Grounded Reinforcement Learning with Dual Reward Models

In Poster Session 2

Yuanhao Li ⋅ Hongbo Wang ⋅ Xiaotang Shang ⋅ Xunzhu Tang ⋅ Yiming Cao ⋅ Xuhong Chen

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

$\textit{S}$-SPPO: Semantic-Calibrated Self-Play Preference Optimization

In Poster Session 2

Xiwen Chen ⋅ Wenhui Zhu ⋅ Jingjing Wang ⋅ Peijie Qiu ⋅ Zhipeng Wang ⋅ Huayu Li ⋅ ZhengXiao He ⋅ XUANZHAO DONG ⋅ Prayag Tiwari ⋅ Mingkun Xu ⋅ Yujian Xiong ⋅ Feng Luo ⋅ Abolfazl Razi ⋅ Brendan Rappazzo ⋅ Anderson Schneider ⋅ Yuriy Nevmyvaka

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Cold-Start Personalization via Training-Free Priors from Structured World Models

In Poster Session 2

Avinandan Bose ⋅ Stella Li ⋅ Faeze Brahman ⋅ Pang Wei Koh ⋅ Simon Du ⋅ Yulia Tsvetkov ⋅ Maryam Fazel ⋅ Lin Xiao ⋅ Asli Celikyilmaz

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

AliMark: Enhancing Robustness of Sentence-Level Watermarks Against Text Paraphrasing

In Poster Session 2

Yuexin Li ⋅ Wenjie Qu ⋅ Linyu Wu ⋅ Yulin Chen ⋅ Yufei He ⋅ Tri Cao ⋅ Bryan Hooi ⋅ Jiaheng Zhang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Hidden in Plain Sight -- Class Competition Focuses Attribution Maps

In Poster Session 2

Nils Philipp Walter ⋅ Jilles Vreeken ⋅ Jonas Fischer

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Chain-of-Thought Reasoning In The Wild Is Not Always Faithful

In Poster Session 2

Iván Arcuschin ⋅ Jett Janiak ⋅ Robert Krzyzanowski ⋅ Senthooran Rajamanoharan ⋅ Neel Nanda ⋅ Arthur Conmy

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Position: Every Ground Truth is a Human Construction, not an Objective Truth

In Poster Session 2

Charlotte Högberg ⋅ Ericka Johnson ⋅ Kiri Wagstaff

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Position: The Data Provenance–Parametric Divide in Large Language Models

In Poster Session 2

Kabilan Elangovan ⋅ Jasmine Ong ⋅ Daniel Ting

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Guaranteed Optimal Compositional Explanations for Neurons

In Poster Session 2

Biagio La Rosa ⋅ Leilani Gilpin

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Towards the Explainability of Temporal Graph Networks via Memory Backtracking and Topological Attribution

In Poster Session 2

Yazheng Liu ⋅ Xi Zhang ⋅ Sihong Xie ⋅ Hui Xiong

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

The Double-Edged Nature of the Rashomon Set for Trustworthy Machine Learning

In Poster Session 2

Ethan Hsu ⋅ Harry Chen ⋅ Chudi Zhong ⋅ Lesia Semenova

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Improving Adversarial Robustness of Attribution via Implicit Regularization

In Poster Session 2

Amir Mehrpanah ⋅ Matteo Gamba ⋅ Hossein Azizpour

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Questioning the Coverage-Length Metric in Conformal Prediction: When Shorter Intervals Are Not Better

In Poster Session 2

Yizhou Min ⋅ Yizhou Lu ⋅ Lanqi Li ⋅ Zhen Zhang ⋅ Jiaye Teng

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Position: Express Your Doubts — Probabilistic World Modeling Should not be Based on Token *logprobs*

In Poster Session 2

Eitan Wagner ⋅ Omri Abend

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Unified Time Series Explanations via Semi-Amortized Optimization and Instance-level Multi-Expert Knowledge Distillation

In Poster Session 2

Viet-Hung Tran ⋅ Zichi Zhang ⋅ Ngoc Doan ⋅ Xuan Hoang Nguyen ⋅ Phi Nguyen ⋅ Yimeng An ⋅ Peixin Li ⋅ Hans Vandierendonck ⋅ Ira Assent ⋅ Thai Son Mai

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

GaussTrace: Provenance Analysis of 3D Gaussian Splatting Models with Evidence-based LLM Reasoning

In Poster Session 2

Haoliang Han ⋅ Ziyuan Luo ⋅ Renjie Wan

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

How Good is Post-Hoc Watermarking With Language Model Rephrasing?

In Poster Session 2

Pierre Fernandez ⋅ Tom Sander ⋅ Hady Elsahar ⋅ Hongyan Chang ⋅ Tomáš Souček ⋅ Valeriu Lacatusu ⋅ Tuan Tran ⋅ Sylvestre-Alvise Rebuffi ⋅ Alexandre Mourachko

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Beyond Additive Decompositions: Interpretability Through Separability

In Poster Session 2

Jinyang Liu ⋅ Munir Hiabu

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

RECAST: Model Reconstruction via Counterfactual-Aware Wasserstein Geometry under Limited Data

In Poster Session 2

Xuan Zhao ⋅ Lena Krieger ⋅ Zhuo Cao ⋅ Arya Bangun ⋅ Hanno Scharr ⋅ Ira Assent

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Position: Interpretability Can Be Actionable

In Poster Session 2

Hadas Orgad ⋅ Fazl Barez ⋅ Tal Haklay ⋅ Isabelle Lee ⋅ Marius Mosbach ⋅ Anja Reusch ⋅ Naomi Saphra ⋅ Byron Wallace ⋅ Sarah Wiegreffe ⋅ Eric Wong ⋅ Ian Tenney ⋅ Mor Geva

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

CLARITree: Cholesky and Lookahead Accelerations for Regression with Interpretable Piecewise Linear Trees

In Poster Session 2

Yixiao Wang ⋅ Hayden McTavish ⋅ Varun Babbar ⋅ Margo Seltzer ⋅ Cynthia Rudin

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Efficient Rashomon Set Approximation for Decision Trees

In Poster Session 2

Zakk Heile ⋅ Hayden McTavish ⋅ Varun Babbar ⋅ Margo Seltzer ⋅ Cynthia Rudin

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Position: Use Sparse Autoencoders to Discover Unknowns

In Poster Session 2

Kenny Peng ⋅ Rajiv Movva ⋅ Jon Kleinberg ⋅ Emma Pierson ⋅ Nikhil Garg

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

ExPLAIND: Unifying Model, Data, and Training Attribution to Study Model Behavior

In Poster Session 2

Florian Eichin ⋅ Yupei Du ⋅ Philipp Mondorf ⋅ Maria Matveev ⋅ Barbara Plank ⋅ Michael Hedderich

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

The Shape of Addition: Geometric Structures of Arithmetic in Large Language Models

In Poster Session 2

Liuyuan Wen ⋅ Xun Zhu ⋅ Lihao Huang ⋅ Wenbin Li ⋅ Yang Gao

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Position: Reframing Hallucination: Latent Space Geodesics as a Pathway for Generative Discovery

In Poster Session 2

Zhihao Hao ⋅ Bob Zhang ⋅ LI Haisheng

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Disentangling a Large Language Model’s Computation from its Chain-of-Thought

In Poster Session 2

Siddharth Boppana ⋅ Annabel Ma ⋅ Max Loeffler ⋅ Raphaël Sarfati ⋅ Eric Bigelow ⋅ Atticus Geiger ⋅ Jack Merullo ⋅ Owen Lewis

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Language Model Circuits Are Sparse in the Neuron Basis

In Poster Session 2

Aryaman Arora ⋅ Zhengxuan Wu ⋅ Jacob Steinhardt ⋅ Sarah Schwettmann

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

DAVE: Distribution-aware Attribution via ViT Gradient Decomposition

In Poster Session 2

Adam Wróbel ⋅ Siddhartha Gairola ⋅ Jacek Tabor ⋅ Bernt Schiele ⋅ Bartosz Zieliński ⋅ Dawid Rymarczyk

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

SAEs-BrainMap: Unveiling the Emergence of Specialized Concepts in Deep Models via Brain Alignment

In Poster Session 2

Ziming Mao ⋅ Jia Xu ⋅ Wenxuan Pan ⋅ Mufan Xue ⋅ Yaochu Jin ⋅ Guoyuan Yang

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

A Positive Case for Faithfulness: Explanations Help Predict Model Behavior

In Poster Session 2

Harry Mayne ⋅ Justin S. Kang ⋅ Dewi Gould ⋅ Kannan Ramchandran ⋅ Adam Mahdi ⋅ Noah Siegel

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

What is Missing? Explaining Neurons Activated by Absent Concepts

In Poster Session 2

Robin Hesse ⋅ Simone Schaub-Meyer ⋅ Janina Hesse ⋅ Bernt Schiele ⋅ Stefan Roth

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods

In Poster Session 2

Michal Moshkovitz ⋅ Suraj Srinivas ⋅ Lesia Semenova ⋅ Nave Frost ⋅ Cyrus Rashtchian ⋅ Valentyn Boreiko ⋅ Shichang Zhang ⋅ Himabindu Lakkaraju ⋅ Cynthia Rudin ⋅ Jennifer Wortman Vaughan

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Auditing Sybil: Explaining Deep Lung Cancer Risk Prediction Through Generative Interventional Attributions

In Poster Session 2

Bartlomiej Sobieski ⋅ Jakub Grzywaczewski ⋅ Karol Dobiczek ⋅ Mateusz Wójcik ⋅ Tomasz Bartczak ⋅ Szatkowski Patryk ⋅ Przemysław Bombiński ⋅ Matthew Tivnan ⋅ Przemysław Biecek

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Position: Stop Using Culturally Biased Human Cognitive Benchmarks to Evaluate LLMs

In Poster Session 2

Carla Troper

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Sparse Tokens Suffice: Jailbreaking Audio Language Models via Token-Aware Gradient Optimization

In Poster Session 2

Zheng Fang ⋅ Xiaosen Wang ⋅ Shenyi Zhang ⋅ Shaokang Wang ⋅ Zhijin Ge

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

BlueCodeAgent: A Blue Teaming Agent Powered by Automated Red Teaming for CodeGen AI

In Poster Session 2

Chengquan Guo ⋅ Yuzhou Nie ⋅ Chulin Xie ⋅ Zinan Lin ⋅ Wenbo Guo ⋅ Bo Li

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Mitigating the Safety–Utility Trade-off in LLM Alignment via Adaptive Safe Context Learning

In Poster Session 2

Yanbo Wang ⋅ Minzheng Wang ⋅ Jian Liang ⋅ Lu Wang ⋅ Yongcan Yu ⋅ Ran He

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Jailbreak to Protect: Buffering Harmful Fine-Tuning via Temporary Jailbreaking LoRA in Large Language Models

In Poster Session 2

Seokil Ham ⋅ Jaehyuk Jang ⋅ Wonjun Lee ⋅ Changick Kim

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Position: Safety Must Precede the Deployment of Open-Ended AI Agents

In Poster Session 2

Ivaxi Sheth ⋅ Jan Wehner ⋅ Sahar Abdelnabi ⋅ Ruta Binkyte ⋅ Mario Fritz

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Acoustic Interference: A New Paradigm Weaponizing Acoustic Latent Semantic for Universal Jailbreak against Large Audio Language Models

In Poster Session 2

Yanyun Wang ⋅ Yu Huang ⋅ Zi Liang ⋅ Xixin Wu ⋅ Li Liu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Reranker Helps, but Not Enough: Towards Strong Poisoning Attacks Against Retrieval-Augmented Generation

In Poster Session 2

Xiaokun Yang ⋅ Yesheng Liu ⋅ Xin Xiong ⋅ Jian Liang ⋅ Ran He ⋅ Tieniu Tan

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Persuasive Privacy

In Poster Session 2

Joshua J Bon ⋅ James Bailie ⋅ Judith Rousseau ⋅ Christian P Robert

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

On the Power of (Approximate) Reward Models for Inference-Time Scaling

In Poster Session 2

Youheng Zhu ⋅ Yiping Lu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

When Is Symbolic Regression Tractable?

In Poster Session 2

Adil Soubki ⋅ Miles Cranmer

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

On the Intrinsic Limits of Transformer Image Embeddings in Non-Solvable Spatial Reasoning

In Poster Session 2

Siyi Lyu ⋅ Quan Liu ⋅ Feng Yan

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Ski Rental with Distributional Predictions of Unknown Quality

In Poster Session 2

Qiming Cui ⋅ Michael Dinitz

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Optimal conversion from Rényi Differential Privacy to $f$-Differential Privacy

In Poster Session 2

Anneliese Riess ⋅ Felipe Gomez ⋅ Flavio Calmon ⋅ Julia Schnabel ⋅ Georgios Kaissis

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Envy-Free Allocation of Indivisible Goods via Noisy Queries

In Poster Session 2

Zihan Li ⋅ Yan Hao Ling ⋅ Jonathan Scarlett ⋅ Warut Suksompong

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Human-AI Collaborative Uncertainty Quantification

In Poster Session 2

Sima Noorani ⋅ Shayan Kiyani ⋅ George Pappas ⋅ Hamed Hassani

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Improved Bounds for Reward-Agnostic and Reward-Free Exploration

In Poster Session 2

Oran Ridel ⋅ Alon Peled-Cohen

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

On the Ability of Transformers to Verify Plans

In Poster Session 2

Yash Sarrof ⋅ Yupei Du ⋅ Katharina Stein ⋅ Alexander Koller ⋅ Sylvie Thiébaux ⋅ Michael Hahn

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Rationality Measurement and Theory for Reinforcement Learning Agents

In Poster Session 2

Kejiang Qian ⋅ Amos Storkey ⋅ Fengxiang He

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Distortion of AI Alignment Revisited: RLHF is a Decent Utilitarian Aligner

In Poster Session 2

Kazusato Oko ⋅ Annie Ulichney ⋅ Nika Haghtalab ⋅ Han Bao

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Single-Rollout Hidden-State Dynamics for Training-Free RLVR Data Selection

In Poster Session 2

Jianghao Wu ⋅ Daniel F Schmidt ⋅ Weiqiang Wang ⋅ Jin Ye ⋅ Jianfei Cai ⋅ Yasmeen George

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Adversarially Robust Approximate Furthest Neighbor

In Poster Session 2

Kiarash Banihashem ⋅ Jeff Michael Giliberti ⋅ Prashant Gokhale ⋅ Samira Goudarzi ⋅ MohammadTaghi Hajiaghayi ⋅ Yuhao Liu ⋅ Morteza Monemizadeh ⋅ Sandeep Silwal

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Trees to Flows and Back: Unifying Decision Trees and Diffusion Models

In Poster Session 2

Sai Niranjan Ramachandran ⋅ Suvrit Sra

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Learning to Rank from Incomplete Rankings

In Poster Session 2

Cristiano Migali ⋅ Gianmarco Genalti ⋅ Alberto Maria Metelli ⋅ Marco Mussi

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Hallucination is a Consequence of Space-Optimality: A Rate-Distortion Theorem for Membership Testing

In Poster Session 2

Anxin Guo ⋅ Jingwei Li

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Adversarially Robust Control of Conditional Value-at-Risk via Kelly Conformal Inference

In Poster Session 2

Catherine Chen ⋅ Jingyan Shen ⋅ Xinyu Yang ⋅ Lihua Lei

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Probabilistic Bisection Algorithm Provably Achieves Exponential Convergence

In Poster Session 2

Ganghua Wang ⋅ Yuwei Cheng ⋅ Haifeng Xu

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Selling Data as a Digital Good with Scaling Valuations

In Poster Session 2

Xiaotie Deng ⋅ Yanru Guan ⋅ Ningyuan Li ⋅ Zihe Wang ⋅ Jie Zhang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Learning in Bayesian Stackelberg Games With Unknown Follower's Types

In Poster Session 2

Matteo Bollini ⋅ Francesco Bacchiocchi ⋅ Samuel Coutts ⋅ Matteo Castiglioni ⋅ Alberto Marchesi

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Online Fair Division with Additional Information

In Poster Session 2

Tzeh Yuan Neoh ⋅ Jannik Peters ⋅ Nicholas Teh

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

A Stronger Benchmark for Online Bilateral Trade: From Fixed Prices to Distributions

In Poster Session 2

Anna Lunghi ⋅ Mattia Piccinato ⋅ Matteo Castiglioni ⋅ Alberto Marchesi

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Approximate Proportionality in Online Fair Division

In Poster Session 2

Davin Choo ⋅ Winston Fu ⋅ Tzeh Neoh ⋅ Tze-Yang Poon ⋅ Nicholas Teh

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Welfare-Optimal Classification with Accuracy Auctions

In Poster Session 2

Bana Sadi ⋅ Eden Saig ⋅ Nir Rosenfeld

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Why Agentic Theorem Prover Works: A Statistical Provability Theory of Mathematical Reasoning Models

In Poster Session 2

Sho Sonoda ⋅ Shunta Akiyama ⋅ Yuya Uezato

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

On the Accuracy of Newton Step and Influence Function Data Attributions

In Poster Session 2

Ittai Rubinstein ⋅ Samuel Hopkins

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

A Theoretical Framework for Modular Learning of Robust Generative Models

In Poster Session 2

Corinna Cortes ⋅ Mehryar Mohri ⋅ Yutao Zhong

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Non-Stationary Online Structured Prediction with Surrogate Losses

In Poster Session 2

Shinsaku Sakaue ⋅ Han Bao ⋅ Yuzhou Cao

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Respecting Modality Gap in Post-hoc Out-of-distribution Detection with Pre-trained Vision-Language Models

In Poster Session 2

Yuanwei Hu ⋅ Bo Peng ⋅ Yadan Luo ⋅ Jie Lu ⋅ Ling Chen ⋅ zhen fang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Stronger Benchmarks for Prediction as a Service with Constraints

In Poster Session 2

Yahav Bechavod ⋅ Jiuyao Lu ⋅ Aaron Roth

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

On Regret Bounds of Thompson Sampling for Bayesian Optimization

In Poster Session 2

Shion Takeno ⋅ Shogo Iwazaki

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Keep Everyone Happy: Online Fair Division of Numerous Items with Few Copies

In Poster Session 2

Arun Verma ⋅ Indrajit Saha ⋅ Makoto Yokoo ⋅ Bryan Kian Hsiang Low

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Revenue Efficiency of Correlated Equilibria in First Price Auctions

In Poster Session 2

Anders Bo Ipsen ⋅ Stratis Skoulakis

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Efficient Online Influence Maximization under the Independent Cascade Model with Node-Level Feedback

In Poster Session 2

Arpit Agarwal ⋅ Varad Deolankar ⋅ Rohan Ghuge

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Data- and Variance-dependent Regret Bounds for Online Tabular MDPs

In Poster Session 2

Mingyi Li ⋅ Taira Tsuchiya ⋅ Kenji Yamanishi

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Online Tensor Learning: Computational and Statistical Trade-offs, Adaptivity and Optimal Regret

In Poster Session 2

Jingyang Li ⋅ Jian-Feng Cai ⋅ Yang Chen ⋅ Dong Xia

[ URL]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Online Social Welfare Function-based Resource Allocation

In Poster Session 2

Kanad Pardeshi ⋅ Samsara Foubert ⋅ Aarti Singh

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Logarithmic Switching Regret for Online Convex Optimization

In Poster Session 2

Wenhao Yang ⋅ Yibo Wang ⋅ Yuanyu Wan ⋅ Lijun Zhang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

The Cost of Learning under Multiple Change Points

In Poster Session 2

Tomer Gafni ⋅ Garud Iyengar ⋅ Assaf Zeevi

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Robust and Consistent Ski Rental with Distributional Advice

In Poster Session 2

Jihwan Kim ⋅ Chenglin Fan

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Prediction-Powered Adaptive Inference with Pretrained AI Models for Contextual Bandits

In Poster Session 2

Gabriel Sargent ⋅ Wei Sun ⋅ Zhengwu Zhang ⋅ Yufeng Liu

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Beyond First-order Asymptotics in Sequential Mean Testing

In Poster Session 2

VIKAS DEEP ⋅ Shubhada Agrawal

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Online Conformal Prediction via Universal Portfolio Algorithms

In Poster Session 2

Tuo Liu ⋅ Edgar Dobriban ⋅ Francesco Orabona

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Parameter-free Dynamic Regret: Time-varying Movement Costs, Delayed Feedback, and Memory

In Poster Session 2

Emmanuel Esposito ⋅ Andrew Jacobsen ⋅ Hao Qiu ⋅ Mengxiao Zhang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Asymptotically Optimal Sequential Testing with Markovian Data

In Poster Session 2

Alhad Sethi ⋅ SOFIA SAGAR KAVALI ⋅ Shubhada Agrawal ⋅ Debabrota Basu ⋅ P. N. Karthik

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Online Packet Scheduling with Deadlines and Learning

In Poster Session 2

Gianmarco Genalti ⋅ Achraf Azize ⋅ Vianney Perchet

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Minimax-Optimal Policy Regret in Partially Observable Markov Games

In Poster Session 2

Raman Arora

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Convergence Analysis of the Lion Optimizer in Centralized and Distributed Settings

In Poster Session 2

Wei Jiang ⋅ Mao Xu ⋅ Wenhao Yang ⋅ Yibo Wang ⋅ Zechao Li ⋅ Lijun Zhang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

DREAM: A Unified Framework for Drift-Corrected Federated Multi-Objective Learning

In Poster Session 2

Yuan Zhou ⋅ Yidan Ou ⋅ Xinli Shi

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Transformers Learn the Optimal DDPM Denoiser for Multi-Token GMMs

In Poster Session 2

Hongkang Li ⋅ Hancheng Min ⋅ Rene Vidal

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Taming Stochastic Gradient Descent: Almost Sure Convergence and Saddle-Point Avoidance under $(L_{0},L_{1})$-Smoothness

In Poster Session 2

Vassilis Apidopoulos ⋅ Iosif Lytras ⋅ Panayotis Mertikopoulos

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Momentum Further Constrains Sharpness at the Edge of Stochastic Stability

In Poster Session 2

Arseniy Andreyev ⋅ Advikar Ananthkumar ⋅ Marc Walden ⋅ Tomaso A Poggio ⋅ Pierfrancesco Beneventano

[ Slides] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Global Convergence of Adaptive Sensing for Principal Eigenvector Estimation

In Poster Session 2

Alex Saad-Falcon ⋅ Brighton Ancelin ⋅ Justin Romberg

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

On the Convergence Rate of LoRA Gradient Descent

In Poster Session 2

Siqiao Mu ⋅ Diego Klabjan

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Optimal Transport with Symmetry Groups

In Poster Session 2

Jiechao Zhang ⋅ Huichun Zhang ⋅ Jian Sun ⋅ Wei Zeng

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Federated Bilevel Performative Prediction

In Poster Session 2

Liangxin Qian ⋅ Chang Liu ⋅ Xuanyu Cao ⋅ Jun Zhao ⋅ Kwok Yan Lam

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Mixtures Closest To A Given Measure: A Semidefinite Programming Approach

In Poster Session 2

Srećko Ðurašinović ⋅ Jean B Lasserre ⋅ Victor Magron

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Asymmetric Perturbation in Solving Bilinear Saddle-Point Optimization

In Poster Session 2

Kenshi Abe ⋅ Mitsuki Sakamoto ⋅ Kaito Ariu ⋅ Atsushi Iwasaki

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Steady-State Behavior of Constant-Stepsize Stochastic Approximation: Gaussian Approximation and Tail Bounds

In Poster Session 2

Yuyang Wang ⋅ Felix Wang ⋅ Zedong Wang ⋅ Ijay Narang ⋅ Yuzhou Wang ⋅ Siva Maguluri

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Local Minima in Quadratic-Penalty Relaxations of Binary Linear Programs

In Poster Session 2

Cheng-Han Huang ⋅ Yongliang Sun ⋅ Chaoyan Huang ⋅ Ismail Alkhouri ⋅ Rongrong Wang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

How Can Mamba Learn In Context with Outliers and Generalize Provably?

In Poster Session 2

Hongkang Li ⋅ Songtao Lu ⋅ Xiaodong Cui ⋅ Pin-Yu Chen ⋅ Meng Wang

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

On the Computational Complexity of Performative Prediction

In Poster Session 2

Ioannis Anagnostides ⋅ Rohan Chauhan ⋅ Ioannis Panageas ⋅ Tuomas Sandholm ⋅ Jingming Yan

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

A General Framework for Dynamic Consistent Submodular Maximization

In Poster Session 2

PAUL DUETTING ⋅ Federico Fusco ⋅ Silvio Lattanzi ⋅ Ashkan Norouzi-Fard ⋅ Ola Svensson ⋅ Morteza Zadimoghaddam

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

QuantumBoost: A lazy, yet fast, quantum algorithm for learning with weak hypotheses

In Poster Session 2

Amira Abbas ⋅ Yanlin Chen ⋅ Tuyen Nguyen ⋅ Ronald de Wolf

[ Slides] [ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

TSP with predictions

In Poster Session 2

Marek Elias ⋅ Fabrizio Grandoni ⋅ Adam Polak ⋅ Eleonora Vercesi

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Towards Understanding Adam Convergence on Highly Degenerate Polynomials

In Poster Session 2

Zhiwei Bai ⋅ Jiajie Zhao ⋅ Zhangchen Zhou ⋅ Zhi-Qin John Xu ⋅ Yaoyu Zhang

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Collaborative and Efficient Fine-tuning: Leveraging Task Similarity

In Poster Session 2

Gagik Magakyan ⋅ Amirhossein Reisizadeh ⋅ Chanwoo Park ⋅ Pablo A. Parrilo ⋅ Asuman Ozdaglar

[ Poster] [ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Learning-Augmented Online Minimization with Dual Predictions

In Poster Session 2

Christian Coester ⋅ Alexa Tudose ⋅ Alexander Turoczy

[ OpenReview]

Poster

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ HALL A None

Robust Learning via Nested Distributionally Robust Optimization

In Poster Session 2

Jinyi Huang ⋅ Jinlong Lei ⋅ Guodong Shi

[ Poster] [ OpenReview]

Poster Session

Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None

Poster Session 2

Oral

Tue Jul 07 02:15 PM -- 02:30 PM (KST) @ ASEM BALLROOM 201-203 None

The Expressivity Limits of Transformers

In Oral 2G Theory: Deep Learning Expressivity

Maxime Meyer ⋅ Mario Michelessa ⋅ Caroline Chaux ⋅ Vincent Tan

[ OpenReview]

Oral

Tue Jul 07 02:15 PM -- 02:30 PM (KST) @ AUDITORIUM None

Unsupervised Partner Design Enables Robust Ad-hoc Teamwork

In Oral 2F Robotics and Multi-agent RL

Constantin Ruhdorfer ⋅ Matteo Bortoletto ⋅ Victor Oei ⋅ Anna Penzkofer ⋅ Andreas Bulling

[ OpenReview]

Oral

Tue Jul 07 02:15 PM -- 02:30 PM (KST) @ GRAND BALLROOM 101-105 None

Optimal Decision-Making Based on Prediction Sets

In Oral 2E Reinforcement Learning: Theory

Tao Wang ⋅ Edgar Dobriban

[ OpenReview]

Oral

Tue Jul 07 02:15 PM -- 02:30 PM (KST) @ HALL D2 None

VALUEFLOW: Toward Pluralistic and Steerable Value-based Alignment in Large Language Models

In Oral 2C AI Safety & Alignment

Woojin Kim ⋅ Sieun Hyeon ⋅ Jusang Oh ⋅ Jaeyoung Do

[ OpenReview]

Oral

Tue Jul 07 02:15 PM -- 02:30 PM (KST) @ HALL C None

MuonSSM: Orthogonalizing State Space Models for Sequence Modeling

In Oral 2A DL: Architectures & Inference

Thai Khanh Nguyen ⋅ Ngoc Bich Uyen Vo ⋅ Thieu Vo ⋅ Tan Nguyen ⋅ Cuong Pham

[ OpenReview]

Oral

Tue Jul 07 02:15 PM -- 02:30 PM (KST) @ HALL D1 None

Towards Sub-second Biological Foundation Model Infrastructure: A Quantized Consistency Diffusion Framework for Molecular Docking

In Oral 2D AI for Science: Differential Equations & Molecular Bodeling

Kexin Zhang ⋅ Weichen Qin ⋅ Yue Teng ⋅ Jiale Yu ⋅ Yuanyuan Ma ⋅ jinyu lin ⋅ Liping Sun ⋅ Jie Zheng ⋅ Jingyi Yu

[ OpenReview]

Oral

Tue Jul 07 02:15 PM -- 02:30 PM (KST) @ HALL B2 None

Understanding Reasoning Collapse in LLM Agent Reinforcement Learning

In Oral 2B LLM Reasoning

Zihan (Zenus) Wang ⋅ Chi Gui ⋅ Xing Jin ⋅ Qineng Wang ⋅ Licheng Liu ⋅ Kangrui Wang ⋅ Shiqi Chen ⋅ Linjie Li ⋅ Zhengyuan Yang ⋅ Pingyue Zhang ⋅ Yiping Lu ⋅ Jiajun Wu ⋅ Li Fei-Fei ⋅ Lijuan Wang ⋅ Yejin Choi ⋅ Manling Li

[ OpenReview]

Break

Tue Jul 07 03:00 PM -- 04:00 PM (KST) None

Coffee Break

Invited Talk

Tue Jul 07 04:00 PM -- 05:00 PM (KST) @ HALL C None

Causal Inference with Transformer Models

Susan Athey

Remarks

Tue Jul 07 05:00 PM -- 05:45 PM (KST) @ HALL C None

Welcome Remarks

Reception

Tue Jul 07 05:45 PM -- 07:00 PM (KST) @ Coex: First, Second, & Third Floor None

Welcome Reception

Registration Desk

Wed Jul 08 07:30 AM -- 06:00 PM (KST) @ Coex: Hall B Foyer None

Registration Desk

Affinity Event

Wed Jul 08 08:00 AM -- 05:00 PM (KST) @ ROOM E1 - E4 None

WiML Symposium at ICML 2026

Irene Ballester Campos ⋅ Mandana Samiei ⋅ Minseon Kim

[ OpenReview]

Invited Talk

Wed Jul 08 08:30 AM -- 09:30 AM (KST) @ HALL C None

How Far Can Quadratics Take Us? Lessons for LLM Pretraining

Sham Kakade

Break

Wed Jul 08 09:30 AM -- 10:30 AM (KST) None

Coffee Break

Oral

Wed Jul 08 10:00 AM -- 10:15 AM (KST) @ HALL D2 None

Position: AI Should Facilitate Democratic Deliberation at Scale

In Oral 3C LLM Social Impact & Interpretability

José Ramón Enríquez ⋅ Jiaxin Pei ⋅ Alex Pentland

[ OpenReview]

Oral

Wed Jul 08 10:00 AM -- 10:15 AM (KST) @ HALL C None

Any-Order GPT as Masked Diffusion Model: Decoupling Formulation and Architecture

In Oral 3A Diffusion Models

Shuchen Xue ⋅ Tianyu Xie ⋅ Tianyang Hu ⋅ Zijin Feng ⋅ Jiacheng Sun ⋅ Kenji Kawaguchi ⋅ Zhenguo Li ⋅ Zhi-Ming Ma

[ OpenReview]

Oral

Wed Jul 08 10:00 AM -- 10:15 AM (KST) @ GRAND BALLROOM 101-105 None

Position: Stop Automating Peer Review Without Rigorous Evaluation

In Oral 3E Peer Review & Mechanism Design

Joachim Baumann ⋅ Jiaxin Pei ⋅ Sanmi Koyejo ⋅ Dirk Hovy

[ OpenReview]

Oral

Wed Jul 08 10:00 AM -- 10:15 AM (KST) @ ASEM BALLROOM 201-203 None

Exact Functional ANOVA Decomposition for Categorical Inputs

In Oral 3G Theory

Baptiste Ferrere ⋅ Nicolas Bousquet ⋅ Gamboa Fabrice ⋅ Jean-Michel Loubes ⋅ Joseph Muré

[ OpenReview]

Oral

Wed Jul 08 10:00 AM -- 10:15 AM (KST) @ AUDITORIUM None

Jailbreak Foundry: From Papers to Runnable Attacks for Reproducible Benchmarking

In Oral 3F AI Safety & Jailbreaks

Zhicheng Fang ⋅ Jingjie Zheng ⋅ Chenxu Fu ⋅ Wei Xu

[ OpenReview]

Oral

Wed Jul 08 10:00 AM -- 10:15 AM (KST) @ HALL D1 None

Bad Seeing or Bad Thinking? Rewarding Perception for Multimodal Reasoning

In Oral 3D Computer Vision

WANG ⋅ Qixin Xu ⋅ Changpeng Wang ⋅ Taofeng Xue ⋅ Chong Peng ⋅ Wenhu Chen ⋅ Fangzhen Lin

[ OpenReview]

Oral

Wed Jul 08 10:00 AM -- 10:15 AM (KST) @ HALL B2 None

Mitigating Reward Hacking in RLHF via Bayesian Non-negative Reward Modeling

In Oral 3B Reinforcement Learning: RLHF and Post-training

Zhibin Duan ⋅ Guowei Rong ⋅ Zhuo Li ⋅ Bo Chen ⋅ Mingyuan Zhou ⋅ Dandan Guo

[ OpenReview]

Oral Session

Wed Jul 08 10:00 AM -- 11:00 AM (KST) @ HALL C None

Oral 3A Diffusion Models

Oral Session

Wed Jul 08 10:00 AM -- 11:00 AM (KST) @ HALL B2 None

Oral 3B Reinforcement Learning: RLHF and Post-training

Oral Session

Wed Jul 08 10:00 AM -- 11:00 AM (KST) @ HALL D2 None

Oral 3C LLM Social Impact & Interpretability

Oral Session

Wed Jul 08 10:00 AM -- 11:00 AM (KST) @ HALL D1 None

Oral 3D Computer Vision

Oral Session

Wed Jul 08 10:00 AM -- 11:00 AM (KST) @ GRAND BALLROOM 101-105 None

Oral 3E Peer Review & Mechanism Design

Oral Session

Wed Jul 08 10:00 AM -- 11:00 AM (KST) @ AUDITORIUM None

Oral 3F AI Safety & Jailbreaks

Oral Session

Wed Jul 08 10:00 AM -- 11:00 AM (KST) @ ASEM BALLROOM 201-203 None

Oral 3G Theory

Oral

Wed Jul 08 10:15 AM -- 10:30 AM (KST) @ HALL C None

Error Propagation Mechanisms and Compensation Strategies for Quantized Diffusion Models

In Oral 3A Diffusion Models

Songwei Liu ⋅ Chao Zeng ⋅ Chenqian Yan ⋅ Xurui Peng ⋅ WANG ⋅ Fangmin Chen ⋅ Xing Mei

[ Slides] [ OpenReview]

Oral

Wed Jul 08 10:15 AM -- 10:30 AM (KST) @ HALL D1 None

DroneDINO: Towards Heterogeneous Routed Mixture of Experts for Drone-based Unified Object Detection

In Oral 3D Computer Vision

Rui Chen ⋅ Dongdong Li ⋅ Yan Fan ⋅ Yan Liu ⋅ Yangliu Kuai ⋅ Pengfei Zhu

[ OpenReview]

Oral

Wed Jul 08 10:15 AM -- 10:30 AM (KST) @ AUDITORIUM None

Quantifying Frontier LLM Capabilities for Container Sandbox Escape

In Oral 3F AI Safety & Jailbreaks

Rahul Marchand ⋅ Art Cathain ⋅ Jerome Wynne ⋅ Philippos Giavridis ⋅ Sam Deverett ⋅ John Wilkinson ⋅ Jason Gwartz ⋅ Harry Coppock

[ OpenReview]

Oral

Wed Jul 08 10:15 AM -- 10:30 AM (KST) @ ASEM BALLROOM 201-203 None

Joint Learning in the Gaussian Single Index Model

In Oral 3G Theory

Loucas Pillaud-Vivien ⋅ Adrien Schertzer

[ OpenReview]

Oral

Wed Jul 08 10:15 AM -- 10:30 AM (KST) @ HALL D2 None

Activation Oracles: Training and Evaluating LLMs as General-Purpose Activation Explainers

In Oral 3C LLM Social Impact & Interpretability

Adam Karvonen ⋅ James Chua ⋅ Clément Dumas ⋅ Kit Fraser-Taliente ⋅ Subhash Kantamneni ⋅ Julian Minder ⋅ Euan Ong ⋅ Arnab Sen Sharma ⋅ Daniel Wen ⋅ Owain Evans ⋅ Samuel Marks

[ OpenReview]

Oral

Wed Jul 08 10:15 AM -- 10:30 AM (KST) @ GRAND BALLROOM 101-105 None

Position: The AI Imperative: Scaling High-Quality Peer Review in Machine Learning

In Oral 3E Peer Review & Mechanism Design

Qiyao Wei ⋅ Samuel Holt ⋅ Jing Yang ⋅ Markus Wulfmeier ⋅ Mihaela van der Schaar

[ OpenReview]

Oral

Wed Jul 08 10:15 AM -- 10:30 AM (KST) @ HALL B2 None

Reinforcement Learning with Evolving Rubrics for Deep Research

In Oral 3B Reinforcement Learning: RLHF and Post-training

Rulin Shao ⋅ Akari Asai ⋅ Shannon Shen ⋅ Hamish Ivison ⋅ Varsha Kishore ⋅ Jingming Zhuo ⋅ Xinran Zhao ⋅ Molly Park ⋅ Samuel Finlayson ⋅ David Sontag ⋅ Tyler Murray ⋅ Sewon Min ⋅ Pradeep Dasigi ⋅ Luca Soldaini ⋅ Faeze Brahman ⋅ Scott Yih ⋅ Sherry Wu ⋅ Luke Zettlemoyer ⋅ Yoon Kim ⋅ Hannaneh Hajishirzi ⋅ Pang Wei Koh

[ OpenReview]

Oral

Wed Jul 08 10:30 AM -- 10:45 AM (KST) @ HALL D1 None

Lottery Prior: Randomized Neural Compression for Zero-Shot Inverse Problems

In Oral 3D Computer Vision

Haotian Wu ⋅ Di You ⋅ Pier Luigi Dragotti ⋅ Deniz Gunduz

[ OpenReview]

Oral

Wed Jul 08 10:30 AM -- 10:45 AM (KST) @ HALL B2 None

Simultaneous Speech-to-Speech Translation Without Aligned Data

In Oral 3B Reinforcement Learning: RLHF and Post-training

Tom Labiausse ⋅ Romain Fabre ⋅ Yannick Estève ⋅ Alexandre Défossez ⋅ Neil Zeghidour

[ OpenReview]

Oral

Wed Jul 08 10:30 AM -- 10:45 AM (KST) @ HALL C None

High-accuracy and dimension-free sampling with diffusions

In Oral 3A Diffusion Models

Khashayar Gatmiry ⋅ Sitan Chen ⋅ Adil Salim

[ OpenReview]

Oral

Wed Jul 08 10:30 AM -- 10:45 AM (KST) @ HALL D2 None

Large Language Models Develop Novel Social Biases Through Adaptive Exploration

In Oral 3C LLM Social Impact & Interpretability

Addison J. Wu ⋅ Ryan Liu ⋅ Xuechunzi Bai ⋅ Thomas Griffiths

[ OpenReview]

Oral

Wed Jul 08 10:30 AM -- 10:45 AM (KST) @ AUDITORIUM None

Robust Harmful Features Under Jailbreak Attacks: Mechanistic Evidence from Attention Head Specialization in Large Language Models

In Oral 3F AI Safety & Jailbreaks

Yanchen Yin ⋅ Dongqi Han ⋅ Linghui Li

[ OpenReview]

Oral

Wed Jul 08 10:30 AM -- 10:45 AM (KST) @ ASEM BALLROOM 201-203 None

SVRG and Beyond via Posterior Correction

In Oral 3G Theory

Nico Daheim ⋅ Thomas Moellenhoff ⋅ James Ming Liang Ang ⋅ Mohammad Emtiyaz Khan

[ OpenReview]

Oral

Wed Jul 08 10:30 AM -- 10:45 AM (KST) @ GRAND BALLROOM 101-105 None

Incentivizing Truthfulness and Collaborative Fairness in Bayesian Learning

In Oral 3E Peer Review & Mechanism Design

Rachael Hwee Ling Sim ⋅ Jue Fan ⋅ Xiao Tian ⋅ Xinyi Xu ⋅ Patrick Jaillet ⋅ Bryan Kian Hsiang Low

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

TOM-SWE: User Mental Modeling For Software Engineering Agents

In Poster Session 3

Xuhui Zhou ⋅ Valerie Chen ⋅ Zhiruo Wang ⋅ Graham Neubig ⋅ Maarten Sap ⋅ Xingyao Wang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

TimeSpot: Benchmarking Geo-Temporal Understanding in Vision–Language Models in Real-World Settings

In Poster Session 3

Azmine Toushik Wasi ⋅ Shahriyar Zaman Ridoy ⋅ Koushik Tonmoy ⋅ Kinga Tshering ⋅ S. Hasan ⋅ Wahid Faisal ⋅ Tasnim Mohiuddin ⋅ Md Rizwan Parvez

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Characterizing Agents in Production

In Poster Session 3

Melissa Pan ⋅ Negar Arabzadeh ⋅ Riccardo Cogo ⋅ Yuxuan Zhu ⋅ Alexander Xiong ⋅ Lakshya A Agrawal ⋅ Huanzhi Mao ⋅ Emma Shen ⋅ Sid Pallerla ⋅ Liana Patel ⋅ Shu Liu ⋅ Tianneng Shi ⋅ Xiaoyuan Liu ⋅ Jared Davis ⋅ Emmanuele Lacavalla ⋅ Alessandro Basile ⋅ Shuyi Yang ⋅ Paul Castro ⋅ Daniel Kang ⋅ Koushik Sen ⋅ Dawn Song ⋅ Joseph E Gonzalez ⋅ Ion Stoica ⋅ Matei Zaharia ⋅ Marquita Ellis

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Faults in Our Formal Benchmarking: Dataset Defects and Evaluation Failures in Lean Theorem Proving

In Poster Session 3

Pawan Sasanka Ammanamanchi ⋅ Siddharth Bhat ⋅ Stella Biderman

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

STRIDE: Post-Training LLMs to Reason and Refine Bio-Sequences via Edit Trajectories

In Poster Session 3

Daiheng Zhang ⋅ Shiyang Zhang ⋅ Sizhuang He ⋅ Yangtian Zhang ⋅ Syed Rizvi ⋅ David van Dijk

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

SENDAI: A Hierarchical Sparse-measurement, EfficieNt Data AssImilation Framework

In Poster Session 3

Xingyue Zhang ⋅ Yuxuan Bao ⋅ Mars Liyao Gao ⋅ J. Nathan Kutz

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Training Diffusion Language Models for Black-Box Optimization

In Poster Session 3

Zipeng Sun ⋅ Can Chen ⋅ Ye Yuan ⋅ Haolun Wu ⋅ Jiayao Gu ⋅ Christopher Pal ⋅ Xue Liu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

SimulCost: A Cost-Aware Benchmark and Toolkit for Automating Physics Simulations with LLMs

In Poster Session 3

Yadi Cao ⋅ Sicheng Lai ⋅ Jiahe Huang ⋅ Yang Zhang ⋅ Zach Lawrence ⋅ Rohan Bhakta ⋅ Izzy Thomas ⋅ Mingyun Cao ⋅ Chung-Hao Tsai ⋅ Zihao Zhou ⋅ Yidong Zhao ⋅ Hao Liu ⋅ Alessandro Marinoni ⋅ Alexey Arefiev ⋅ Rose Yu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

MADE: Benchmark Environments for Closed-Loop Materials Discovery

In Poster Session 3

Shreshth Malik ⋅ Tiarnan Doherty ⋅ Panagiotis Tigas ⋅ Muhammed Razzak ⋅ Stephen Roberts ⋅ Aron Walsh ⋅ Yarin Gal

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Towards Diverse Scientific Hypothesis Search with Large Language Models

In Poster Session 3

Haorui Wang ⋅ Parshin Shojaee ⋅ Kazem Meidani ⋅ Kunyang Sun ⋅ Jose Miguel Hernandez-Lobato ⋅ Teresa Head-Gordon ⋅ Jiajun He ⋅ Chandan Reddy ⋅ Chao Zhang ⋅ Yuanqi Du

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

DecAEvolve: Decompose, Adapt, and Evolve, or, Three Pillars of Effective LLM-based Scientific Equation Discovery

In Poster Session 3

Pouya Behzadifar ⋅ Parshin Shojaee ⋅ Sanchit Kabra ⋅ Kazem Meidani ⋅ Chandan Reddy

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

LABO: LLM-Accelerated Bayesian Optimization through Broad Exploration and Selective Experimentation

In Poster Session 3

Zhuo Chen ⋅ Xinzhe Yuan ⋅ Jianshu Zhang ⋅ Jinzong Dong ⋅ Ruichen Zhou ⋅ Yingchun Niu ⋅ Tianhang Zhou ⋅ Yu Yang Fredrik Liu ⋅ Yuqiang Li ⋅ Nanyang Ye ⋅ Qinying Gu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

PLaID++: A Preference Aligned Language Model for Targeted Inorganic Materials Design

In Poster Session 3

Andy Xu ⋅ Rohan Desai ⋅ Larry Wang ⋅ Ethan Ritz ⋅ Gabriel Hope

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Towards Sub-second Biological Foundation Model Infrastructure: A Quantized Consistency Diffusion Framework for Molecular Docking

In Poster Session 3

Kexin Zhang ⋅ Weichen Qin ⋅ Yue Teng ⋅ Jiale Yu ⋅ Yuanyuan Ma ⋅ jinyu lin ⋅ Liping Sun ⋅ Jie Zheng ⋅ Jingyi Yu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

When Does Adaptation Win? Scaling Laws for Meta-Learning in Quantum Control

In Poster Session 3

Nima Leclerc ⋅ Chris Miller ⋅ Nicholas Brawand

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Target-Aware Bandit Allocation for Scalable Surrogate Optimization in Chemical Space

In Poster Session 3

Mohammad Haddadnia ⋅ Yuvan Chali ⋅ Abhilash Jayaraj ⋅ Constance Kraay ⋅ Joana Reis ⋅ Felix Strieth-Kalthoff ⋅ Haribabu Arthanari

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

FIDIA: Function-Informed Sequence Design via Inference-Aligned Policy Optimization

In Poster Session 3

Minghan Li ⋅ fengji Li ⋅ Yilin Tao ⋅ Yue Deng

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

PINNfluence: Interpreting PINNs through Influence Functions

In Poster Session 3

Aleksander Krasowski ⋅ Jonas Naujoks ⋅ Moritz Weckbecker ⋅ Galip Yolcu ⋅ Thomas Wiegand ⋅ Sebastian Lapuschkin ⋅ Wojciech Samek ⋅ René P. Klausen

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: LLM for Physics Research Requires Domain-Specialized Training and Tooling

In Poster Session 3

Sirui Lu ⋅ Zhijing Jin ⋅ Terry Zhang ⋅ Pavel Kos ⋅ Juan Cirac ⋅ Bernhard Schölkopf

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

MeshTok: Efficient Multi-Scale Tokenization for Scalable PDE Transformers

In Poster Session 3

Zhao Yanshun ⋅ Xiaoyu Peng ⋅ Congcong Zhu ⋅ Jiamin Jiang ⋅ Jingrun Chen

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Neural–Evolutionary Symbolic Regression with Global Constraints: Constraint-Aware Decoding and Reward Shaping

In Poster Session 3

Xiangdong Wu ⋅ Rongye Shi ⋅ Ziyu Wei ⋅ Bingrun Chen ⋅ Zhenbo Song ⋅ wenjun wu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Scaling Laws of Global Weather Models

In Poster Session 3

Yuejiang Yu ⋅ Langwen Huang ⋅ Alexandru Calotoiu ⋅ Torsten Hoefler

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Towards A Generative Protein Evolution Machine with DPLM-Evo

In Poster Session 3

Xinyou Wang ⋅ Liang Hong ⋅ Jiasheng Ye ⋅ Zaixiang Zheng ⋅ Shujian Huang ⋅ Quanquan Gu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

When Single Answer Is Not Enough: Rethinking Single-Step Retrosynthesis Benchmarks for LLMs

In Poster Session 3

Bogdan Zagribelnyy ⋅ Ivan Ilin ⋅ Maksim Kuznetsov ⋅ Nikita Bondarev ⋅ Roman Schutski ⋅ Thomas MacDougall ⋅ Rim Shayakhmetov ⋅ Zulfat Miftahutdinov ⋅ Mikolaj Mizera ⋅ Vladimir Aladinskiy ⋅ Alex Aliper ⋅ Alex Zhavoronkov

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

MOD-SR: Unifying Multimodal Learning and Direct Optimization with Gradient-Guided Diffusion Model for Symbolic Regression

In Poster Session 3

Chuyang Xiang ⋅ Yichen Wei ⋅ Junchi Yan

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Deliberate Evolution for Sample-Efficient Symbolic Regression with LLM

In Poster Session 3

Xinyu Pang ⋅ (Andrew) Zhanke Zhou ⋅ Xuan Li ⋅ Fangrui Lv ⋅ Shanshan Wei ⋅ Sen Cui ⋅ Bo Han ⋅ Changshui Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Unlocking Zero-Shot Geospatial Reasoning via Indirect Rewards

In Poster Session 3

Chenhui Xu ⋅ Fuxun Yu ⋅ Michael Bianco ⋅ Jacob Kovarskiy ⋅ Raphael Tang ⋅ Qi Zhang ⋅ Zirui Xu ⋅ Will LeVine ⋅ Brandon Dubbs ⋅ Heming Liao ⋅ Cassandra Burgess ⋅ Suvam Bag ⋅ Jay Patravali ⋅ Rupanjali Kukal ⋅ Mikael Figueroa ⋅ Rishi Madhok ⋅ Nikolaos Karianakis ⋅ Jinjun Xiong

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

STFlow: Data-Coupled Flow Matching for Geometric Trajectory Simulation

In Poster Session 3

Kiet Bennema ten Brinke ⋅ Koen Minartz ⋅ Vlado Menkovski

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

A Geometric Lens on Physics-Aligned Data Compression

In Poster Session 3

Aleix Segui ⋅ Wesley Armour

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

FRIGID: Scaling Diffusion-Based Molecular Generation from Mass Spectra at Training and Inference Time

In Poster Session 3

Montgomery Bohde ⋅ Hongxuan Liu ⋅ Mrunali Manjrekar ⋅ Magdalena Lederbauer ⋅ Shuiwang Ji ⋅ Runzhong Wang ⋅ Connor Coley

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

MMClima: A Framework for Multimodal Climate Science Data and Evaluation

In Poster Session 3

Muhammad Umer Sheikh ⋅ Hassan Abid ⋅ Khawar shehzad ⋅ Ufaq Khan ⋅ Muhammad Haris Khan

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Walrus: A Cross-domain Foundation Model for Continuum Dynamics

In Poster Session 3

Michael McCabe ⋅ Payel Mukhopadhyay ⋅ Tanya Marwah ⋅ Bruno Régaldo-Saint Blancard ⋅ François Rozet ⋅ Cristiana Diaconu ⋅ Lucas Meyer ⋅ Kaze Wong ⋅ Hadi Sotoudeh ⋅ Alberto Bietti ⋅ Irina Espejo ⋅ Rio Fear ⋅ Siavash Golkar ⋅ Tom Hehir ⋅ Keiya Hirashima ⋅ Geraud Krawezik ⋅ Francois Lanusse ⋅ Rudy Morel ⋅ Ruben Ohana ⋅ Liam Parker ⋅ Mariel Pettee ⋅ Jeff Shen ⋅ Kyunghyun Cho ⋅ Miles Cranmer ⋅ Shirley Ho

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Semi-Supervised Neural Super-Resolution for Mesh-Based Simulations

In Poster Session 3

Jiyeon Kim ⋅ Youngjoon Hong ⋅ Won-Yong Shin

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: Temporal Measurement Interval Determines Computational and Model Complexity in Single-Cell Perturbation Analysis

In Poster Session 3

Alireza Jafari ⋅ Heman Shakeri ⋅ Hadi Daneshmand

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

CARD: Coarse-to-fine Autoregressive Modeling with Radix-based Decomposition for Transferable Free Energy Estimation

In Poster Session 3

Ziyang Yu ⋅ Yi He ⋅ Wenbing Huang ⋅ Wen Yan ⋅ Yang Liu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

AutoMat: Physics-Guided Agentic Reasoning for Solving Ill-Posed Inverse Microscopy Problems

In Poster Session 3

Yaotian Yang ⋅ Yiwen Tang ⋅ Yizhe Chen ⋅ Xiao Chen ⋅ Jiangjie Qiu ⋅ Hao Xiong ⋅ Haoyu Yin ⋅ Zhiyao Luo ⋅ Yifei Zhang ⋅ Sijia Tao ⋅ Wentao Li ⋅ Qinghua Zhang ⋅ Yuqiang Li ⋅ Wanli Ouyang ⋅ Bin Zhao ⋅ Xiaonan Wang ⋅ Fei Wei

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Learning to Think in Physics: Breaking Shortcut Learning in Scientific Diffusion via Representation Alignment

In Poster Session 3

Haozhe Jia ⋅ Pengyu Yin ⋅ Wenshuo Chen ⋅ Shaofeng Liang ⋅ Lei Wang ⋅ Bowen Tian ⋅ Xiucheng Wang ⋅ Jia Nanqian ⋅ Yutao Yue

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Origo: Physically Interpretable Multi-Physics PDE Pre-training through Neural Operator Splitting

In Poster Session 3

Li Sun ⋅ Hongbo Lv ⋅ Zhikai Jiang ⋅ Zhongtian Sun ⋅ Lanxu Yang ⋅ Philip Yu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

RESIDUAL-GUIDED MULTI-RESOLUTION REFINEMENT OF FOUNDATION MODELS - A CASE STUDY IN DROUGHT FORECASTING

In Poster Session 3

Wentao Gao ⋅ Jiuyong Li ⋅ Lin Liu ⋅ Thuc Le ⋅ Jixue Liu ⋅ Yanchang Zhao ⋅ Yun Chen

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

ClimateAR: Multi-Scale Autoregressive Generative Modeling for Seasonal-to-Interannual Climate Forecasting

In Poster Session 3

Yue Yu ⋅ Weiqi Chen ⋅ Binqing Wu ⋅ Dongliang Cui ⋅ Wanyi Jiang ⋅ Zongjiang Shang ⋅ Bo Wu ⋅ Liang Sun ⋅ Ling Chen

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

StormInsight: Hierarchical Environmental Forcing and Vertical Coupling for Weather System Evolution

In Poster Session 3

Jun Chen ⋅ Yan Fang ⋅ Minghui Qiu ⋅ Yueran Qiu ⋅ Lin CHEN ⋅ Shuxin Zhong ⋅ Yu ZHANG ⋅ Kaishun WU

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ANTiC: Adaptive Neural Temporal In Situ Compressor

In Poster Session 3

Sandeep Suresh Cranganore ⋅ Andrei Bodnar ⋅ Gianluca Galletti ⋅ Fabian Paischer ⋅ Johannes Brandstetter

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Di-BiLPS: Denoising induced Bidirectional Latent-PDE-Solver under Sparse Observations

In Poster Session 3

Zhonghao Li ⋅ Chaoyu Liu ⋅ Qian Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Rex: A Family of Reversible Exponential (Stochastic) Runge-Kutta Solvers

In Poster Session 3

Zander Blasingame ⋅ Chen Liu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Beyond Continuity: Simulation-free Reconstruction of Discrete Branching Dynamics from Single-cell Snapshots

In Poster Session 3

Junda Ying ⋅ Yuxuan Wang ⋅ Bowen Yang ⋅ Peijie Zhou ⋅ Lei Zhang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

LangPrecip: Language-Aware Multimodal Precipitation Nowcasting

In Poster Session 3

Xudong Ling ⋅ Lichaorong ⋅ Huang Tianxi ⋅ Qian Dong ⋅ Guiduo Duan

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Generative Adaptation of Dynamics to Environmental Shifts via Weight-space Diffusion

In Poster Session 3

Ruikun Li ⋅ Huandong Wang ⋅ Jingtao Ding ⋅ Yuan Yuan ⋅ Qingmin Liao ⋅ Yong Li

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning to Emulate Chaos: Adversarial Optimal Transport Regularization

In Poster Session 3

Gabriel Melo ⋅ Leonardo Santiago ⋅ Peter Y. Lu

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

BioDynaSpec: Harmonic-Guided Spatio-Spectral Autoregressive Diffusion for Protein Dynamics Generation

In Poster Session 3

Mujie Lin ⋅ Yutian Liu ⋅ Yudi Guo ⋅ Yanzhen Hou ⋅ Yiheng Tao ⋅ Ruochong Zheng ⋅ Kaiwen Cheng ⋅ Xin Shan ⋅ Youdong Mao ⋅ Jie Chen

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

GFFMERGE: Efficient Merging of Graph Neural Force Fields and Beyond

In Poster Session 3

PARTH VERMA ⋅ Parv P Singh ⋅ Vipul Garg ⋅ Ishita Thakre ⋅ N M Anoop Krishnan ⋅ Sayan Ranu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Derivative Informed Learning of Exchange-Correlation Functionals

In Poster Session 3

Eike S. Eberhard ⋅ Luca Anthony Thiede ⋅ Abdulrahman Aldossary ⋅ Andreas Burger ⋅ Nicholas Gao ⋅ Vignesh Bhethanabotla ⋅ Alan Aspuru-Guzik ⋅ Stephan Günnemann

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

FluxNet: Learning Capacity-Constrained Local Transport Operators for Conservative and Bounded PDE Surrogates

In Poster Session 3

Zishuo Lan ⋅ Junjie Li ⋅ Lei Wang ⋅ Jincheng Wang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Position: Significant impact of numerical precision in scientific machine learning

In Poster Session 3

Youngwoo Cho ⋅ Jaekak Yoo ⋅ Soyoung Yang ⋅ Dong-Joon Yi ⋅ Seung Lee ⋅ Mun Jeong ⋅ Jaegul Choo

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

U-Cast: A Surprisingly Simple Frontier Probabilistic AI Weather Forecaster

In Poster Session 3

Salva Ruhling Cachay ⋅ Duncan Watson-Parris ⋅ Rose Yu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

A Cartesian-3j and nj Framework for Machine Learning Interatomic Potentials

In Poster Session 3

Zemin Xu ⋅ Chenyu Wu ⋅ Wenbo Xie ⋅ Peijun Hu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Topology-Preserving Neural Operator Learning via Hodge Decomposition

In Poster Session 3

Dongzhe Zheng ⋅ Tao Zhong ⋅ Christine Allen-Blanchette

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

From Feasible to Practical: Pareto-Optimal Synthesis Planning

In Poster Session 3

Friedrich Hastedt ⋅ Dongda Zhang ⋅ Antonio Del rio chanona

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Identifiable Smooth Conjugacy Learning via Adversarial Orthogonality

In Poster Session 3

In Huh ⋅ Changwook Jeong ⋅ Muhammad Alam

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Geometry-Aware Neural Optimizer for Shape Optimization and Inversion

In Poster Session 3

Guoze Sun ⋅ Tianya Miao ⋅ Haoyang Huang ⋅ Huaguan Chen ⋅ Han Wan ⋅ Rui Zhang ⋅ Hao Sun

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Unbiased and Second-Order-Free Training for High-Dimensional PDEs

In Poster Session 3

Jaemin Seo ⋅ Su Rin Lee ⋅ JaeYong Lee

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Interpretability and Generalization Bounds for Learning Spatial Physics

In Poster Session 3

Alejandro Queiruga ⋅ Theo Gutman-Solo ⋅ Shuai Jiang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Learning Permutation-invariant Macroscopic Dynamics

In Poster Session 3

Zhichao Han ⋅ Mengyi Chen ⋅ Qianxiao Li

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

EqGINO: Equivariant Geometry-Informed Fourier Neural Operators for 3D Partial Differential Equations

In Poster Session 3

Sungwon Kim ⋅ Juho Song ⋅ Seungmin Shin ⋅ Guimok Cho ⋅ Sangkook Kim ⋅ Chanyoung Park

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Two-Parameter Flows for Learning Population Dynamics of Physical Systems

In Poster Session 3

Paul Schwerdtner ⋅ Tobias Blickhan ⋅ Benjamin Peherstorfer

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Learning Hamiltonian Flow Maps: Mean Flow Consistency for Large-Timestep Molecular Dynamics

In Poster Session 3

Winfried Ripken ⋅ Michael Plainer ⋅ Gregor Lied ⋅ Thorben Frank ⋅ Oliver Unke ⋅ Stefan Chmiela ⋅ Frank Noe ⋅ Klaus-robert Mueller

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Proximal Splitting Methods for Hybrid Differentiable Models

In Poster Session 3

Abdel-Rahim Mezidi ⋅ Jordan Patracone ⋅ Amaury Habrard

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

FUSE: FK-Steered Multi-Modal Flow Matching for Efficient Simulation-Based Posterior Estimation

In Poster Session 3

Weichen Qin ⋅ Yufan Xie ⋅ Peihao Wang ⋅ Chia-Jui Chou ⋅ Minghui Du ⋅ Peng Xu ⋅ Ziren Luo ⋅ Yi Yang ⋅ Jingyi Yu ⋅ Bo Liang ⋅ Jiakai Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Mitigating Gradient Pathology in PINNs through Aligned Constraint

In Poster Session 3

Yichen Luo ⋅ Peiyu Zhu ⋅ Dongxiao Hu ⋅ Jia Wang ⋅ Tailin Wu ⋅ Dapeng Lan ⋅ Yu Liu ⋅ Zhibo Pang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Autoregressive Boltzmann Generators

In Poster Session 3

Danyal Rehman ⋅ Charlie Tan ⋅ Yoshua Bengio ⋅ Joey Bose ⋅ Alexander Tong

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

A Dirac-Frenkel-Onsager principle: Instantaneous residual minimization with gauge momentum for nonlinear parametrizations of PDE solutions

In Poster Session 3

Matteo Raviola ⋅ Benjamin Peherstorfer

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

SeisMark: A Large-Scale Open Benchmark for Robust 3D Seismic Fault Detection

In Poster Session 3

Minjun Park ⋅ Joseph Stitt ⋅ Robert Clapp ⋅ Ilan Naiman ⋅ Artem Goncharuk ⋅ Kevin Smith

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Contrastive Geometric Learning Unlocks Unified Structure- and Ligand-Based Drug Design

In Poster Session 3

Lisa Schneckenreiter ⋅ Sohvi Luukkonen ⋅ Lukas Friedrich ⋅ Daniel Kuhn ⋅ Günter Klambauer

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

UniDrag: Unified Multi-Field Prediction and Robust Shape Optimization for Vehicle Aerodynamics

In Poster Session 3

Ye Liu ⋅ Shouyi Liu ⋅ Ding Wang ⋅ Huiyu Yang ⋅ Ruizhe DENG ⋅ Qian Li ⋅ Yuxiao Hu ⋅ Jianghang gu ⋅ Yongzheng Liu ⋅ Quanshi Zhang ⋅ Shiyi Chen ⋅ Yuntian Chen

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

CocoRNA: Collective RNA Design with Cooperative Multi-agent Reinforcement Learning

In Poster Session 3

Tianmeng Hu ⋅ Biao Luo ⋅ Ke Li

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

WFR-MFM: One-Step Inference for Dynamic Unbalanced OT

In Poster Session 3

Xinyu Wang ⋅ Ruoyu Wang ⋅ Qiangwei Peng ⋅ Peijie Zhou ⋅ Tiejun Li

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Neuro-Symbolic AI for Analytical Solutions of Differential Equations

In Poster Session 3

Orestis Oikonomou ⋅ Levi Lingsch ⋅ Dana Grund ⋅ Siddhartha Mishra ⋅ Georgios Kissas

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

$\sigma$: Sigmoid Modulation for Ultra High Resolution Diffusion

In Poster Session 3

Bingxuan Zhao ⋅ Qing Zhou ⋅ Yu Wang ⋅ Chuang Yang ⋅ Qi Wang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

SplAttN: Bridging 2D and 3D with Gaussian Soft Splatting and Attention for Point Cloud Completion

In Poster Session 3

Zhaoyang Li ⋅ Zhichao You ⋅ Tianrui Li

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Adaptive Volumetric Mechanical Property Fields Invariant to Resolution

In Poster Session 3

Rishit Dagli ⋅ Donglai Xiang ⋅ Vismay Modi ⋅ Xuning Yang ⋅ Gavriel State ⋅ David I.W. ⋅ Maria Shugrina

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Verifiable Multimodal Reasoning: Fact-level Attribution with Multimodal Sources

In Poster Session 3

David Wan ⋅ Han Wang ⋅ Ziyang Wang ⋅ Elias Stengel-Eskin ⋅ Hyunji Lee ⋅ Mohit Bansal

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SMD: Multi-view Safety-Critical Driving Video Generation in the Real-world Domain

In Poster Session 3

Jiawei Zhou ⋅ Linye Lyu ⋅ Zhuotao Tian ⋅ Cheng Zhuo ⋅ YU LI

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

CADFit: Precise Mesh-to-CAD Program Generation with Hybrid Optimization

In Poster Session 3

Ghadi Nehme ⋅ Eamon Whalen ⋅ Faez Ahmed

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Focus, Align, and Sustain: Counteracting Gradient Dilution in Incremental Object Detection

In Poster Session 3

Aoting Zhang ⋅ Dongbao Yang ⋅ Chang Liu ⋅ Xiaopeng Hong ⋅ Yu ZHOU

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

CODiff: One-Step Diffusion Model for Camouflaged Object Detection

In Poster Session 3

Xiaotong Fu ⋅ Wenchao Meng ⋅ Qihang Zhou ⋅ Qian Liu ⋅ Qinmin Yang ⋅ Shibo He

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Detached Skip-Links and $R$-Probe: Decoupling Feature Aggregation from Gradient Propagation for MLLM OCR

In Poster Session 3

Ziye Yuan ⋅ Ruchang Yao ⋅ Chengxin Zheng ⋅ Yusheng Zhao ⋅ Daxiang Dong ⋅ Ming Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Rethinking Depth Pruning for Vision Transformers: A Heterogeneity-Aware Perspective

In Poster Session 3

Zhenfeng Su ⋅ Kang Zhao ⋅ Han Bao ⋅ Tao Yuan ⋅ Zhongzhe Hu ⋅ Xianzhi Yu ⋅ Wenxuan Wang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Learnability-Driven Knowledge Assimilation for Class-Incremental Semantic Segmentation

In Poster Session 3

Xinyue Zhang ⋅ Xu Zou ⋅ Wanjia Luo ⋅ Yanjie Wang ⋅ Jiahuan Zhou ⋅ Sheng Zhong ⋅ Luxin Yan

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Sample Margin-Aware Recalibration of Temperature Scaling

In Poster Session 3

Haolan Guo ⋅ Linwei Tao ⋅ Haoyang Luo ⋅ Minjing Dong ⋅ Chang Xu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

LearniBridge: Learnable Calibration of Feature Caching for Diffusion Models Acceleration

In Poster Session 3

Xuyue Huang ⋅ Zhe Chen ⋅ Wang Shen ⋅ Xiao-Ping Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Hyper-LLaVA: Hyperbolic Uncertainty-aware Modality-Balanced Routing for Multimodal Continual Instruction Tuning

In Poster Session 3

Kunlun Xu ⋅ YanQin Zhang ⋅ Wenwen Qiang ⋅ Jiahuan Zhou

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

TD-VAD: Breaking Visual Dependence in Video Anomaly Detection with Text-Driven Learning

In Poster Session 3

Shuangqing Zhang ⋅ Lei-Lei Ma ⋅ Zhao Wang ⋅ Wen Dong ⋅ Xinyi Xu ⋅ Guo-Sen Xie ⋅ Caifeng Shan ⋅ Fang Zhao

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

ScoreMix: Synthetic Data Generation by Score Composition in Diffusion Models Improves Face Recognition

In Poster Session 3

Parsa Rahimi ⋅ Sébastien Marcel

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Normalization-equivariant Diffusion Models: Learning Posterior Samplers From Noisy And Partial Measurements

In Poster Session 3

Brett Levac ⋅ Jon Tamir ⋅ Marcelo Pereyra ⋅ Julián Tachella

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning to Watch: Active Video Anomaly Understanding via Interleaved Policy Optimization

In Poster Session 3

Mengjingcheng Mo ⋅ Jiaxu Leng ⋅ Xinbo Gao

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Task-Driven Subspace Decomposition for Knowledge Sharing and Isolation in LoRA-based Continual Learning

In Poster Session 3

Lingfeng He ⋅ De Cheng ⋅ Huaijie Wang ⋅ Xi Yang ⋅ Nannan Wang ⋅ Xinbo Gao

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

EmWorld: Emotion World Model with Latent State Evolution for Scenario-Incremental Dynamic Facial Expression Recognition

In Poster Session 3

ke Wang ⋅ Yuanyuan Liu ⋅ Kejun Liu ⋅ Yuyang Xia ⋅ Chang Tang ⋅ Yibing Zhan ⋅ Zhe Chen

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Beyond Logits: Coherent Hallucination Mitigation via Attention Contrastive Decoding

In Poster Session 3

Yujia Chen ⋅ Rui Sun ⋅ Wangkai Li ⋅ Huayu Mai ⋅ Bingzhou Wang ⋅ Zhangyu He ⋅ Aibing Li ⋅ Wenzhang SUN ⋅ Tianzhu Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

FiSeR: Fine-Grained Source Representations for Cross-Domain AI Image Detection

In Poster Session 3

Shan Zhang ⋅ Yongxin He ⋅ Mingming Zhang ⋅ Huiwen Tian ⋅ Lei Ma

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Cross-Modal Semantic Decoupling and Transfer for Text-to-Visible-Infrared Person Re-Identification

In Poster Session 3

Ziang Zhang ⋅ Bin Yang ⋅ Mang Ye

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

OmniAID: Decoupling Semantic and Artifacts for Universal AI-Generated Image Detection in the Wild

In Poster Session 3

Yuncheng Guo ⋅ Junyan Ye ⋅ Chenjue Zhang ⋅ Hengrui Kang ⋅ Haohuan Fu ⋅ Conghui He ⋅ Weijia Li

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Task-Aware Structured Memory for Dynamic Multi-modal In-Context Learning

In Poster Session 3

Zhirui Chen ⋅ Ziwei Chen ⋅ Ling Shao

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Where Detectors Fail: Probing Generative Space for Generalizable AI-Generated Image Detection

In Poster Session 3

Zijie Cao ⋅ Weijie Tu ⋅ Yao Xiao ⋅ Weijian Deng ⋅ Weiyan Chen ⋅ Liang Lin ⋅ Pengxu Wei

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Adaptive Token Refinement in Long-Tailed Large Vision-Language Models Fine-Tuning

In Poster Session 3

Wenjun Miao ⋅ Mingda Li ⋅ Yanchao Hao ⋅ Zheng Wei

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Temporal-Emerged Prompting for Segment Anything in Multiframe Infrared Small Target Detection

In Poster Session 3

Yinghui Xing ⋅ Donghao Chu ⋅ Shizhou Zhang ⋅ di xu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Breaking Manifold Continuity: Vector Quantized Modeling for Real-Centric Deepfake Detection

In Poster Session 3

Changshuo Wang ⋅ Jiangming Wang ⋅ Ke-Yue Zhang ⋅ Taiping Yao ⋅ Shouhong Ding ⋅ Ran Yi ⋅ Lizhuang Ma

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Selecting Samples on Graphs: A Unified Dataset Pruning Framework for Lossless Training Acceleration

In Poster Session 3

Dongyue Wu ⋅ Zilin Guo ⋅ Xiaoyu Li ⋅ Jiajia Liu ⋅ Jingdong Chen ⋅ Nong Sang ⋅ Changxin Gao

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Blocking the Leakage: Manifold-Aware Gradient Projection for Long-Horizon Test-Time Adaptation

In Poster Session 3

Haoyu Xiong ⋅ Chengchao Wang ⋅ ZhongQiang Wang ⋅ Huang He ⋅ Qiuxia Yang ⋅ Zhengpeng Zhao ⋅ Yuanyuan Pu

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Dissect and Prune: Enhancing Robustness in AI-Generated Image Detection

In Poster Session 3

Dahye Kim ⋅ Jaehyun Choi ⋅ Hyun Seok Seong ⋅ Seongho Kim ⋅ Donghun Lee ⋅ Sungwon Yi ⋅ Jang-Ho Choi

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

MAC-NeRF: Motion-Aware Curriculum Learning for Dynamic LiDAR NeRFs

In Poster Session 3

Shangshu Yu ⋅ Xiaotian Sun ⋅ Wen Li ⋅ Rui She ⋅ Hanyun Wang ⋅ Sheng Ao ⋅ Chenglu Wen ⋅ Cheng Wang

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: AI for Science Should Treat Measurement-to-Dataset Pipelines as Inference Components

In Poster Session 3

Ling Zhan ⋅ Xiaoyao Yu ⋅ Tao Jia

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Reinforcement Learning for Tool-Calling Agents in Fast Healthcare Interoperability Resources (FHIR)

In Poster Session 3

Marius Knorr ⋅ Robert Müller ⋅ Jan Bremer ⋅ Nils Schweingruber

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

SPEED-Bench: A Unified and Diverse Benchmark for Speculative Decoding

In Poster Session 3

Talor Abramovich ⋅ Maor Ashkenazi ⋅ Izzy Putterman ⋅ Benjamin Chislett ⋅ Tiyasa Mitra ⋅ Bita Darvish Rouhani ⋅ Ran Zilberstein ⋅ Yonatan Geifman

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Topological Active Inference for Task Disambiguation

In Poster Session 3

Yangbo Wei ⋅ Zhen Huang ⋅ Shaoqiang Lu ⋅ Junhong Qian ⋅ Chen Wu ⋅ Lei He

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: Text Embeddings Should Capture Implicit Semantics, Not Just Surface Meaning

In Poster Session 3

Yiqun Sun ⋅ Qiang Huang ⋅ Anthony Tung ⋅ Jun Yu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Accordion-Thinking: Self-Regulated Step Summaries for Efficient and Readable LLM Reasoning

In Poster Session 3

Zhicheng Yang ⋅ Zhijiang Guo ⋅ Yinya Huang ⋅ Yongxin Wang ⋅ Wenlei Shi ⋅ Yiwei Wang ⋅ Xiaodan Liang ⋅ Jing Tang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

A Fast and Soft Pattern Matcher for Trillion-Scale Corpus

In Poster Session 3

Masataka Yoneda ⋅ Yusuke Matsushita ⋅ Go Kamoda ⋅ Kohei Suenaga ⋅ Takuya Akiba ⋅ Masaki Waga ⋅ Sho Yokoi

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Rewiring Experts on the Fly: Continuous Rerouting for Better Online Adaptation in Mixture-of-Expert models

In Poster Session 3

Guinan Su ⋅ Yanwu Yang ⋅ Li Shen ⋅ Lu Yin ⋅ Shiwei Liu ⋅ Jonas Geiping

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

TG-RAG: A Retrieval-Augmented Framework for Reasoning Guidance in Specialized Domains

In Poster Session 3

Liang Su ⋅ Mingyang Zhang ⋅ Yun Xiong ⋅ Tengfei LIU ⋅ Siwei Zhang ⋅ Xi Chen ⋅ Li Sun

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Unveiling the Entropy Dynamics of Chain-of-Thought Reasoning

In Poster Session 3

Ting Xu ⋅ Xu He ⋅ Yupu Lu ⋅ Jiankai Sun ⋅ Dong Li ⋅ Wai Lam ⋅ Jianye Hao

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

MARS-SQL: A Multi-Agent Reinforcement Learning Framework For Text-To-SQL

In Poster Session 3

Haolin Yang ⋅ Jipeng Zhang ⋅ Zhitao He ⋅ Alexander Zhou ⋅ Yi Fung

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Closing the Expression Gap in LLM Instructions via Socratic Questioning

In Poster Session 3

Jianwen Sun ⋅ Yukang Feng ⋅ Yifan Chang ⋅ Chuanhao Li ⋅ Zizhen Li ⋅ Jiaxin Ai ⋅ Fanrui Zhang ⋅ Yu Dai ⋅ Kaipeng Zhang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Position: Natural Language Should Not Fully Replace Formal Languages

In Poster Session 3

Eitan Wagner ⋅ Elisha Rosensweig ⋅ Omri Abend

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Intervene When It Doubts: Conjunction-Guided Interactive Reasoning

In Poster Session 3

Qianyue Wang ⋅ Jinwu Hu ⋅ Zhiquan Wen ⋅ Bailin Chen ⋅ Huanxiang Lin ⋅ Yufeng Wang ⋅ Yaofo Chen ⋅ Yu Rong ⋅ Yuanqing Li ⋅ Mingkui Tan

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Position: Towards Responsible Evaluation for Text-to-Speech

In Poster Session 3

Yifan Yang ⋅ Hui Wang ⋅ Bing Han ⋅ Shujie Liu ⋅ Jinyu Li ⋅ Yong Qin ⋅ Xie Chen

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Vibe Checker: Aligning Code Evaluation with Human Preference

In Poster Session 3

Ming Zhong ⋅ Xiang Zhou ⋅ Ting-Yun Chang ⋅ Qingze Wang ⋅ Nan Xu ⋅ Xiance Si ⋅ Dan Garrette ⋅ Shyam Upadhyay ⋅ Jeremiah Zhe Liu ⋅ Jiawei Han ⋅ Benoit Schillings ⋅ Jiao Sun

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

KBQA-R1: Reinforcing Large Language Models for Knowledge Base Question Answering

In Poster Session 3

Xin Sun ⋅ Zhongqi Chen ⋅ Xing Zheng ⋅ Qiang Liu ⋅ Shu Wu ⋅ Bowen Song ⋅ Zilei Wang ⋅ Weiqiang Wang ⋅ Liang Wang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

From Diagrams to Code: Multilingual Programming with Visual Design

In Poster Session 3

Linzheng Chai ⋅ Jian Yang ⋅ Shukai Liu ⋅ Wei Zhang ⋅ Liran WANG ⋅ JinKe ⋅ Tao Sun ⋅ Congnan Liu ⋅ Chenchen Zhang ⋅ Hualei Zhu ⋅ Jiaheng Liu ⋅ Xianjie Wu ⋅ Ge Zhang ⋅ Tianyu Liu ⋅ Zhoujun Li

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

XPERT: Expert Knowledge Transfer for Effective Training of Language Models

In Poster Session 3

Chang Liu ⋅ boyu shi ⋅ Xu Yang ⋅ Xin Geng

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Unlocking Speech–Text Compositional Powers: Instruction-Following Speech Language Models without Instruction Tuning

In Poster Session 3

Congrui Du ⋅ Yang Zhang ⋅ Kaizhi Qian ⋅ Shiyu Chang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

SCOUT: Active Information Foraging for Long-Text Understanding with Decoupled Epistemic States

In Poster Session 3

Zhenliang Zhang ⋅ Wenqing Wang ⋅ Yong Hu ⋅ Yaming Yang ⋅ Jiaheng Gao ⋅ Chen Shen ⋅ Xiaojun Wan

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

DiscoverLLM: From Executing Intents to Discovering Them

In Poster Session 3

Tae Soo Kim ⋅ Yoonjoo Lee ⋅ Jaesang Yu ⋅ John Chung ⋅ Juho Kim

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

IAPO: Information-Aware Policy Optimization for Token-Efficient Reasoning

In Poster Session 3

Yinhan He ⋅ Yaochen Zhu ⋅ Mingjia Shi ⋅ Wendy Zheng ⋅ Lin Su ⋅ Xiaoqing Wang ⋅ Qi Guo ⋅ Jundong Li

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

BESPOKE: Benchmark for Search-Augmented Large Language Model Personalization via Diagnostic Feedback

In Poster Session 3

Hyunseo Kim ⋅ Sangam Lee ⋅ Kwangwook Seo ⋅ Dongha Lee

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Conditional Equivalence of DPO and RLHF: Assumptions, Failure Modes, and Provable Alignment

In Poster Session 3

Yonggang Zhang ⋅ Zhiqin Yang ⋅ Wei Xue ⋅ Dong Fang ⋅ Bo Han ⋅ Yike Guo

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Beyond Literal Translation: Evaluating Cultural Effectiveness in Social Media UGC

In Poster Session 3

Linjuan Wu ⋅ Ruiqi Zhang ⋅ Xinze Lyu ⋅ Ye Guo ⋅ Daoxin Zhang ⋅ Zhe Xu ⋅ Yao Hu ⋅ Yixin Cao ⋅ Yongliang Shen ⋅ Weiming Lu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Unraveling Syntax: Language Modeling and the Substructure of Grammars

In Poster Session 3

Laura Ying Schulz ⋅ Daniel Mitropolsky ⋅ Tomaso A Poggio

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

GAUSS: Graph-Assisted Uncertainty Quantification using Structure and Semantics for Long-Form Generation in LLMs

In Poster Session 3

Karthik Somayaji NS ⋅ Yuxuan Yin ⋅ Peng Li

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Mind-Omni: A Unified Multi-Task Framework for Brain-Vision-Language Modeling via Discrete Diffusion

In Poster Session 3

Yizhuo Lu ⋅ Changde Du ⋅ Qingyu Shi ⋅ Hang Chen ⋅ Jie Peng ⋅ Liuyun Jiang ⋅ Shuangchen Zhao ⋅ Huiguang He

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Demystifying Action Space Design for Robotic Manipulation Policies

In Poster Session 3

Yuchun Feng ⋅ Jinliang Zheng ⋅ Zhihao Wang ⋅ Dongxiu Liu ⋅ Jianxiong Li ⋅ Jiangmiao Pang ⋅ Tai Wang ⋅ Xianyuan Zhan

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Functional Cache Grafting: Robust and Rapid Code-Policy Synthesis for Embodied Agents

In Poster Session 3

Saehun Chun ⋅ Sera Choi ⋅ Wonje Choi ⋅ Sanghyun Ahn ⋅ Honguk Woo

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

MoSA: Motion-constrained Stress Adaptation for Mitigating Real-to-Sim Gap in Continuum Dynamics via Learning Residual Anisotropy

In Poster Session 3

Jiaxu Wang ⋅ Junhao He ⋅ Jingkai SUN ⋅ Yi Gu ⋅ Yunyang Mo ⋅ Jiahang Cao ⋅ Qiang Zhang ⋅ Renjing Xu

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Learning Human-Robot Collaboration via Heterogeneous-Agent Lyapunov Policy Optimization

In Poster Session 3

Hao Zhang ⋅ Yaru Niu ⋅ Yikai Wang ⋅ Ding Zhao ⋅ Eric Tseng

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SceneSmith: Agentic Generation of Simulation-Ready Indoor Scenes

In Poster Session 3

Nicholas Pfaff ⋅ Thomas Cohn ⋅ Sergey Zakharov ⋅ Rick Cory ⋅ Russ Tedrake

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Move-Then-Operate: Behavioral Phasing for Human-Like Robotic Manipulation

In Poster Session 3

Haoming Xu ⋅ Lei Lei ⋅ Jie Gu ⋅ Chu Tang ⋅ Jingmin Chen ⋅ Rui-Qi Wang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

SAD-Flower: Flow Matching for Safe, Admissible, and Dynamically Consistent Planning

In Poster Session 3

Tzu-Yuan Huang ⋅ Armin Lederer ⋅ Dai-Jie Wu ⋅ Xiaobing Dai ⋅ Sihua Zhang ⋅ Hsiu-Chin Lin ⋅ Shao-Hua Sun ⋅ Stefan Sosnowski ⋅ Sandra Hirche

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

STEP: Warm-Started Visuomotor Policies with Spatiotemporal Consistency Prediction

In Poster Session 3

Jinhao Li ⋅ Yuxuan Cong ⋅ Yingqiao Wang ⋅ Hao Xia ⋅ Shan Huang ⋅ Yijia Zhang ⋅ Ningyi Xu ⋅ Guohao Dai

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

CorrectionPlanner: Self-Correction Planner with Reinforcement Learning in Autonomous Driving

In Poster Session 3

Yihong Guo ⋅ Dongqiangzi Ye ⋅ Sijia Chen ⋅ Anqi Liu ⋅ Xianming Liu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

DECO: Decoupled Multimodal Diffusion Transformer for Bimanual Dexterous Manipulation with a Plugin Tactile Adapter

In Poster Session 3

Xukun Li ⋅ Yu Sun ⋅ Lei Zhang ⋅ Bo-Sheng Huang ⋅ Yibo Peng ⋅ Yuan Meng ⋅ Haojun Jiang ⋅ Shaoxuan Xie ⋅ Guocai Yao ⋅ Alois Knoll ⋅ Zhenshan Bing ⋅ Xinlong Wang ⋅ Zhenguo Sun

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Characterizing Vision-Language-Action Models across XPUs: Constraints and Acceleration for On-Robot Deployment

In Poster Session 3

Kaijun Zhou ⋅ Da Peng ⋅ Qiwei Chen ⋅ Zhiyang Li ⋅ Xijun Li ⋅ Jinyu Gu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Making Learner Weakness Actionable for Learning from Demonstration with Novice Teachers

In Poster Session 3

Yuqing Zhu ⋅ Matthew Howard

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Learning to Reconfigure: Co-designing Reconfigurable robots for Heterogeneous Locomotion

In Poster Session 3

Xiaoyu Xiong ⋅ Kehan Liu ⋅ HuiYi Yan ⋅ Shengjie Wang ⋅ Yang Gao ⋅ Tao Du

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Turning Adaptation into Assets: Cross-Domain Bridging for Online Vision-Language Navigation

In Poster Session 3

Zixuan Hu ⋅ Xuantuo Huang ⋅ Yancheng Li ⋅ Yichun Hu ⋅ Shengyong Xu ⋅ LINGYU DUAN

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Hierarchical Policy Learning via Spectral Decomposition

In Poster Session 3

Shuxin Cao ⋅ Liquan Wang ⋅ Walker Byrnes ⋅ Yiye Chen ⋅ Yilun Du ⋅ Animesh Garg

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Recovering Hidden Reward in Diffusion-Based Policies

In Poster Session 3

Yanbiao Ji ⋅ Qiuchang Li ⋅ Yuting Hu ⋅ Shaokai Wu ⋅ Wenyuan XIE ⋅ Guodong ZHANG ⋅ Qichen He ⋅ Deyi Ji ⋅ Yue Ding ⋅ Hongtao Lu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

CoIRL-AD: Collaborative-Competitive Imitation-Reinforcement Learning in Latent World Models for Autonomous Driving

In Poster Session 3

Xiaoji Zheng ⋅ Ziyuan Yang ⋅ Yuhang PENG ⋅ Yanhao Chen ⋅ Yuanrong Tang ⋅ Gengyuan Liu ⋅ Bokui Chen ⋅ Jiangtao Gong

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning to Move Before Learning to Do: Task-Agnostic pretraining for VLAs

In Poster Session 3

Junhao Shi ⋅ Siyin Wang ⋅ Xiaopeng Yu ⋅ Li Ji ⋅ Jingjing Gong ⋅ Xipeng Qiu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Mixture of Horizons in Action Chunking

In Poster Session 3

Dong Jing ⋅ Gang Wang ⋅ Jiaqi Liu ⋅ Weiliang Tang ⋅ Zelong Sun ⋅ Yunchao Yao ⋅ Zhenyu Wei ⋅ Yunhui Liu ⋅ Zhiwu Lu ⋅ Mingyu Ding

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SoMA: A Real-to-Sim Neural Simulator for Robotic Soft-Body Manipulation

In Poster Session 3

Mu Huang ⋅ Hui Wang ⋅ Kerui Ren ⋅ Linning Xu ⋅ Mulin Yu ⋅ Yunsong Zhou ⋅ Bo Dai ⋅ Jiangmiao Pang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Scalable and General Whole-Body Control for Cross-Humanoid Locomotion

In Poster Session 3

Yufei Xue ⋅ Yunfeng Lin ⋅ Wentao Dong ⋅ Yang Tang ⋅ Jingbo Wang ⋅ Jiangmiao Pang ⋅ Ming Zhou ⋅ Minghuan Liu ⋅ Weinan Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

FocalPolicy: Frequency-Optimized Chunking and Locally Anchored Flow Matching for Coherent Visuomotor Policy

In Poster Session 3

Qian He ⋅ Zhenshuo Yang ⋅ Wenqi Liang ⋅ Chunhui Hao ⋅ Nicu Sebe ⋅ Jiandong Tian

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Sparse ActionGen: Accelerating Diffusion Policy with Real-time Pruning

In Poster Session 3

Kangye Ji ⋅ Yuan Meng ⋅ Jianbo Zhou ⋅ Ye Li ⋅ Hanyun Cui ⋅ Zhi Wang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

NavOL: Navigation Policy with Online Imitation Learning

In Poster Session 3

Xiaofei Wei ⋅ Chun Gu ⋅ Li Zhang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Model-Based Diffusion Sampling for Predictive Control in Offline Decision Making

In Poster Session 3

Haldun Balim ⋅ Na Li ⋅ Yilun Du

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning High-Frequency Continuous Action Chunks in Latent Space

In Poster Session 3

Kunyun Wang ⋅ Yuhang Zheng ⋅ Jieru Zhao ⋅ Yupeng Zheng ⋅ Wenchao Ding

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Dynamics Are Learned, Not Told: Semi-Supervised Discovery of Latent Dynamics Geometries For Zero-Shot Policy Adaptation

In Poster Session 3

Zhiming Xu ⋅ Weitao Zhou ⋅ Xianghui Pan ⋅ Chenpeng Yao ⋅ Nanshan Deng ⋅ Chengju Liu ⋅ Qijun Chen

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Sentinel-VLA: A Metacognitive VLA Model with Active Status Monitoring for Dynamic Reasoning and Error Recovery

In Poster Session 3

Wenhao Li ⋅ Xiu Su ⋅ Dan Niu ⋅ Yichao Cao ⋅ Hongyan Xu ⋅ Zhe Qu ⋅ Lei Fan ⋅ Shan You ⋅ Chang Xu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

PACT: Self-Evolving Physical Safety Alignment for Diffusion Policies in Embodied Manipulation

In Poster Session 3

Lingxuan Wu ⋅ Zijian Zhu ⋅ Lizhong Wang ⋅ Chengyang Ying ⋅ Huayu Chen ⋅ Xiao Yang ⋅ Fangming Liu ⋅ Jun Zhu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

N2M: Bridging Navigation and Manipulation by Learning Pose Preference from Rollout

In Poster Session 3

Kaixin Chai ⋅ Hyunjun Lee ⋅ Joseph Lim

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Neural Control: Adjoint Learning Through Equilibrium Constraints

In Poster Session 3

Dezhong Tong ⋅ Jiawen Wang ⋅ Hengyi Zhou ⋅ Yinlong Shen ⋅ Xiaonan Huang ⋅ Mohammad Khalid Jawed

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

EnsembleVLA: Ensemble Learning for Vision-Language Action Models

In Poster Session 3

Mingchen Song ⋅ Xiang Deng ⋅ jie wei ⋅ Dongmei Jiang ⋅ Liqiang Nie ⋅ Weili Guan

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

LIMMT: Less is More for Motion Tracking

In Poster Session 3

Yu Guan ⋅ Zekun Qi ⋅ Chenghuai Lin ⋅ Xuchuan Chen ⋅ Wenyao Zhang ⋅ Jilong Wang ⋅ XinQiang Yu ⋅ He Wang ⋅ Li Yi

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Scaling Real-World Robot Policy Evaluation via Discrete Diffusion World Model

In Poster Session 3

Yaxuan Li ⋅ Junjie Wen ⋅ Zhongyi Zhou ⋅ Yefei Chen ⋅ Chaomin Shen ⋅ Yaxin Peng ⋅ Yichen Zhu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

OXE-AugE: A Large-Scale Robot Augmentation of OXE for Scaling Cross-Embodiment Policy Learning

In Poster Session 3

Guanhua Ji ⋅ Harsha Polavaram ⋅ Lawrence Yunliang Chen ⋅ Sandeep Bajamahal ⋅ Zehan Ma ⋅ Simeon Adebola ⋅ Chenfeng Xu ⋅ Ken Goldberg

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

FOCA: Future-Oriented Conditioning for Data-Efficient Vision-Language-Action Adaptation

In Poster Session 3

Duc Nguyen ⋅ Nghiem Diep ⋅ Binh Nguyen Gia ⋅ Trong-Bao Ho ⋅ Doanh Le Thien ⋅ Quang Nguyen ⋅ Thien-Loc Ha ⋅ Tran Van Nhiem ⋅ Bao Thach ⋅ Tran Nhat ⋅ Tuan Tran ⋅ Artur Habuda ⋅ Philip Lund Møller ⋅ Tran Nguyen Le ⋅ Daniel Sonntag ⋅ Mathias Niepert ⋅ Khoa Doan ⋅ Vu Duong ⋅ Hung Ngo ⋅ Minh VU ⋅ Duy Nguyen ⋅ An Thai Le ⋅ Vien Ngo

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

SafeDec: Constrained Decoding for Safe Autoregressive Generalist Robot Navigation Policies

In Poster Session 3

Parv Kapoor ⋅ Akila Ganlath ⋅ Michael Clifford ⋅ Changliu Liu ⋅ Sebastian Scherer ⋅ Eunsuk Kang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Self-CriTeach: LLM Self-Teaching and Self-Critiquing for Improving Robotic Planning via Automated Domain Generation

In Poster Session 3

Jinbang Huang ⋅ Zhiyuan Li ⋅ Yuanzhao Hu ⋅ Zhanguang Zhang ⋅ Mark Coates ⋅ Xingyue Quan ⋅ Yingxue Zhang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

ERGeoBench: A Comprehensive Benchmark for Embodied Reasoning and Geo-localization in Multimodal Large Language Models

In Poster Session 3

Kaiwen Xue ⋅ Tao Wei ⋅ Zhonghong Ou ⋅ Guoxin Zhang ⋅ Kaoyan Lu ⋅ Yu Feng ⋅ Yifan Zhu ⋅ Haoran Luo

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

HiMe: Hierarchical Embodied Memory for Long-Horizon Vision-Language-Action Control

In Poster Session 3

Li Ji ⋅ Siyin Wang ⋅ Pengfang Qian ⋅ Xiaopeng Yu ⋅ Yihai Tian ⋅ Zhaoye Fei ⋅ Jingjing Gong ⋅ Xipeng Qiu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SkillNet: Hierarchical Skill Modeling for Compositional Generalization in Vision-Language Action Models

In Poster Session 3

Senwei Xie ⋅ Yuntian Zhang ⋅ Zhenzhou Tan ⋅ Ruiping Wang ⋅ Pengwei Wang ⋅ Shanghang Zhang ⋅ Xilin Chen

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Fourier Features Let Agents Learn High Precision Policies with Imitation Learning

In Poster Session 3

Balázs Gyenes ⋅ Emiliyan Gospodinov ⋅ Jan Frieling ⋅ Enrico Krohmer ⋅ Nicolas Schreiber ⋅ Xiaogang Jia ⋅ Niklas Freymuth ⋅ Gerhard Neumann

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

GeoMoLa: Geometry-Aware Motion Latents for Learning Robust Manipulation Policies

In Poster Session 3

Yunchao Zhang ⋅ Yijia Weng ⋅ Ruizhe Liu ⋅ Ming Hu ⋅ Leonidas Guibas ⋅ Yanchao Yang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

NeurVLA: Unleashing Failure-Handling Capability of Vision-Language-Action Models via Neural-Symbolic Reasoning

In Poster Session 3

Xuqi Liu ⋅ Minghe Gao ⋅ Juncheng Li ⋅ Siliang Tang

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

RoboMME: Benchmarking and Understanding Memory for Robotic Generalist Policies

In Poster Session 3

Yinpei Dai ⋅ Hongze Fu ⋅ Jayjun Lee ⋅ Yuejiang Liu ⋅ Haoran Zhang ⋅ Jianing Yang ⋅ Chelsea Finn ⋅ Nima Fazeli ⋅ Joyce Chai

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

LAST: Bridging Vision-Language and Action Manifolds via Gromov-Wasserstein Alignment

In Poster Session 3

Huaihai Lyu ⋅ Chaofan Chen ⋅ Yuheng Ji ⋅ Xiansheng Chen ⋅ Pengwei Wang ⋅ Shanghang Zhang ⋅ Changsheng Xu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Cross-Tactile Sensor Representation Learning

In Poster Session 3

Yan Zhang ⋅ Zheng WANG ⋅ Pengpeng Zeng ⋅ Xing Xu ⋅ Jingkuan Song ⋅ Heng Tao Shen

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Contrastive Representation Regularization for Vision-Language-Action Models

In Poster Session 3

Taeyoung Kim ⋅ Jimin Lee ⋅ Myungkyu Koo ⋅ Dongyoung Kim ⋅ Kyungmin Lee ⋅ Changyeon Kim ⋅ Younggyo Seo ⋅ Jinwoo Shin

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Motion Planning in Compressed Representation Spaces

In Poster Session 3

Lukas Lao Beyer ⋅ Sertac Karaman

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

LARA: Latent Action Representation Alignment for Vision-Language-Action Models

In Poster Session 3

Mengya Liu ⋅ Baoxiong Jia ⋅ Jiangyong Huang ⋅ Jingze Zhang ⋅ Siyuan Huang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

See What Matters: Differentiable Grid Sample Pruning for Generalizable Vision-Language-Action Model

In Poster Session 3

Yixu Feng ⋅ Zinan Zhao ⋅ Yanxiang Ma ⋅ Chenghao Xia ⋅ Chengbin Du ⋅ Yunke Wang ⋅ Chang Xu

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Latent Reasoning VLA: Latent Thinking and Prediction for Vision-Language-Action Models

In Poster Session 3

Shuanghao Bai ⋅ Jing Lyu ⋅ Wanqi Zhou ⋅ Zhe Li ⋅ Dakai Wang ⋅ Lei Xing ⋅ Xiaoguang Zhao ⋅ Pengwei Wang ⋅ Zhongyuan Wang ⋅ Cheng Chi ⋅ Badong Chen ⋅ Shanghang Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Bring My Cup! Personalizing Vision-Language-Action Models with Visual Attentive Prompting

In Poster Session 3

Sangoh Lee ⋅ Sangwoo Mo ⋅ Wook-Shin Han

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

One Model to Translate Them All: Universal Any-to-Any Translation for Heterogeneous Collaborative Perception

In Poster Session 3

Yang Li ⋅ Weize Li ⋅ Quan Yuan ⋅ Guiyang Luo ⋅ Shao Congzhang ⋅ Yunqi Ba ⋅ Xuanhan Zhu ⋅ Xinyuan Ding ⋅ Xiaoyuan Fu ⋅ Jinglin Li

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

RDT2: Exploring the Scaling Limit of UMI Data Towards Zero-Shot Cross-Embodiment Generalization

In Poster Session 3

LIU SONGMING ⋅ Bangguo Li ⋅ Kai Ma ⋅ Lingxuan Wu ⋅ Hengkai Tan ⋅ Xiao Ouyang ⋅ Hang Su ⋅ Jun Zhu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Instruction Decomposition and Action Alignment for Vision-Language Navigation

In Poster Session 3

Zihao Xin ⋅ Wentong Li ⋅ Yixuan Jiang ⋅ Bin Wang ⋅ Piji Li ⋅ Jianke Zhu ⋅ Jie Qin ⋅ Sheng-Jun Huang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

MVISTA-4D: View-Consistent 4D World Model with Test-Time Action Inference for Robotic Manipulation

In Poster Session 3

Jiaxu Wang ⋅ JIANG Yicheng ⋅ Tianlun HE ⋅ Jingkai SUN ⋅ Qiang Zhang ⋅ Jiahang Cao ⋅ Zesen Gan ⋅ Mingyuan Sun ⋅ Qiming Shao ⋅ Xiangyu Yue

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

FoundObj: Self-supervised Foundation Models as Rewards for Label-free 3D Object Segmentation

In Poster Session 3

Zihui Zhang ⋅ Zhixuan Sun ⋅ Yafei YANG ⋅ Jinxi Li ⋅ Jiahao Chen ⋅ Bo Yang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

GeoSense: Internalizing Geometric Necessity Perception for Multimodal Reasoning

In Poster Session 3

Ruiheng Liu ⋅ Haihong Hao ⋅ Mingfei Han ⋅ Xin Gu ⋅ Kecheng Zhang ⋅ Changlin Li ⋅ Xiaojun Chang

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

ReLAM: Learning Anticipation Model for Rewarding Visual Robotic Manipulation

In Poster Session 3

Nan Tang ⋅ Jing-Cheng Pang ⋅ Guanlin Li ⋅ Chao Qian ⋅ Yang Yu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

LaST$_{0}$: Latent Spatio-Temporal Chain-of-Thought for Robotic Vision-Language-Action Model

In Poster Session 3

Zhuoyang Liu ⋅ Jiaming Liu ⋅ Hao Chen ⋅ Jiale Yu ⋅ Ziyu Guo ⋅ Chengkai Hou ⋅ Xiangju Mi ⋅ Chenyang Gu ⋅ Renrui Zhang ⋅ Kun Wu ⋅ Zhengping Che ⋅ Jian Tang ⋅ Pheng Ann Heng ⋅ Shanghang Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

UniCoD: Enhancing Robot Policy via Unified Continuous and Discrete Representation Learning

In Poster Session 3

Jianke Zhang ⋅ Yucheng Hu ⋅ Yanjiang Guo ⋅ Xiaoyu Chen ⋅ Yichen Liu ⋅ Wenna Chen ⋅ Chaochao Lu ⋅ Jianyu Chen

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Scaling by Diversified Experience for Vision-Language-Action Models

In Poster Session 3

Leiyu Wang ⋅ Zhaofengnian Wang ⋅ Xueqi Li ⋅ Luoyi Fan ⋅ Cewu Lu ⋅ Nanyang Ye

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

VLAW: Iterative Co-Improvement of Vision-Language-Action Policy and World Model

In Poster Session 3

Yanjiang Guo ⋅ Tony Lee ⋅ Lucy Xiaoyang Shi ⋅ Jianyu Chen ⋅ Percy Liang ⋅ Chelsea Finn

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Seeing Realism from Simulation: Efficient Video Transfer for Vision-Language-Action Data Augmentation

In Poster Session 3

Chenyu Hui ⋅ Xiaodi Huang ⋅ Siyu Xu ⋅ Yunke Wang ⋅ Shan You ⋅ Fei Wang ⋅ Tao Huang ⋅ Chang Xu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

LAGEA: Language Guided Embodied Agents for Robotic Manipulation

In Poster Session 3

Abdul Monaf Chowdhury ⋅ Akm Moshiur Rahman Mazumder ⋅ Safaeid Arib ⋅ Rabeya Akter

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

MVP-LAM: Learning Action-Centric Latent Action via Cross-Viewpoint Reconstruction

In Poster Session 3

Jung Min Lee ⋅ Dohyeok Lee ⋅ Seokhun Ju ⋅ Taehyun Cho ⋅ Jin Koo ⋅ Li Zhao ⋅ Sangwoo Hong ⋅ Jungwoo Lee

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

In Poster Session 3

Letian Fu ⋅ Justin Yu ⋅ Karim El-Refai ⋅ Ethan Kou ⋅ Haoru Xue ⋅ Huang Huang ⋅ Wenli Xiao ⋅ Li Fei-Fei ⋅ Guanya Shi ⋅ Jiajun Wu ⋅ S. Sastry ⋅ Yuke Zhu ⋅ Ken Goldberg ⋅ Jim Fan

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

UniMapping: Unified SLAM Framework for Map-Centric Embodied Perception

In Poster Session 3

Xiaze Zhang ⋅ Ziheng Ding ⋅ Yuejie Zhang ⋅ lifeng chen ⋅ Rui Feng

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Embodied Interpretability: Linking Causal Understanding to Generalization in Vision-Language-Action Models

In Poster Session 3

Hanxin Zhang ⋅ Mingshuo Xu ⋅ Abdulqader Dhafer ⋅ Shigang Yue ⋅ Hongbiao Dong ⋅ Zhou Daniel Hao

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Step-resolved data attribution for looped transformers

In Poster Session 3

Georgios Kaissis ⋅ David Mildenberger ⋅ Felipe Gomez ⋅ Martin Menten ⋅ Eleni Triantafillou

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Beyond Structural Symmetries: Linear Mode Connectivity via Neuron Identifiability

In Poster Session 3

Vincent Bürgin ⋅ Daniel Herbst ⋅ Ya-Wei Eileen Lin ⋅ Stefanie Jegelka

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Eigenvectors of Experts are Training-free Non-collapsing Routers

In Poster Session 3

Giang Do ⋅ Hung Le ⋅ Truyen Tran

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

RapTB: Rooted Absorbed Trajectory Balance with Submodular Replay for Stable Autoregressive GFlowNet Training

In Poster Session 3

Xi Wang ⋅ Wenbo Lu ⋅ Shenji Wan

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

OmniMoE: An Efficient MoE by Orchestrating Atomic Experts at Scale

In Poster Session 3

Jingze Shi ⋅ Zhangyang Peng ⋅ Yizhang Zhu ⋅ Yifan WU ⋅ Guang Liu ⋅ Yuyu Luo

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Activation-Free Backbones for Image Recognition: Polynomial Alternatives for Spatial and Channel Mixing

In Poster Session 3

Jeffrey Wang ⋅ Jonathan Gregory ⋅ Grigorios Chrysos

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

GradPower: Powering Gradients for Faster Language Model Pre-Training

In Poster Session 3

Jinbo Wang ⋅ Mingze Wang ⋅ Jiaqi Zhang ⋅ Peng Pei ⋅ Wei Wang ⋅ Xunliang Cai ⋅ Weinan E ⋅ Lei Wu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

GradientStabilizer: Fix the Norm, Not the Gradient

In Poster Session 3

Tianjin Huang ⋅ Zhangyang “Atlas” Wang ⋅ Haotian Hu ⋅ Zhenyu Zhang ⋅ Gaojie Jin ⋅ Xiang Li ⋅ Li Shen ⋅ Jiaxing Shang ⋅ Tianlong Chen ⋅ Ke Li ⋅ Lu Liu ⋅ Qingsong Wen ⋅ Shiwei Liu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

LoSA: Locality Aware Sparse Attention in Diffusion Language Models

In Poster Session 3

Haocheng Xi ⋅ Harman Singh ⋅ Yuezhou Hu ⋅ Coleman Hooper ⋅ Rishabh Tiwari ⋅ Aditya Tomar ⋅ Wonjun Kang ⋅ Minjae Lee ⋅ Michael Mahoney ⋅ Chenfeng Xu ⋅ Kurt Keutzer ⋅ Amir Gholaminejad

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Caracal: Causal Architecture via Spectral Mixing

In Poster Session 3

BINGZHENG GAN ⋅ Tianyi Zhang ⋅ LI YUSU ⋅ Jing Huang ⋅ Wei Shi ⋅ Yangkai Ding ⋅ Tao Yu

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Path-conditioned training: a principled way to rescale ReLU neural networks

In Poster Session 3

Arthur Lebeurrier ⋅ Titouan Vayer ⋅ Rémi Gribonval

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

MoFO: Momentum-Filtered Optimizer for Mitigating Forgetting in LLM Fine-Tuning

In Poster Session 3

Yupeng Chen ⋅ Senmiao Wang ⋅ Yushun Zhang ⋅ Zhihang Lin ⋅ Haozhe Zhang ⋅ Weijian Sun ⋅ Tian Ding ⋅ Ruoyu Sun

[ Poster] [ URL] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

From Per-Image Low-Rank to Encoding Mismatch: Rethinking Feature Distillation in Vision Transformers

In Poster Session 3

Huiyuan Tian ⋅ Bonan Xu ⋅ Shijian Li

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SPLIT-VLM: Salience-Guided Partitioning towards Local Coverage for Importance-Aware Token Dropping in Vision-Language Models

In Poster Session 3

Seungil Lee ⋅ Gilha lee ⋅ Hyun Kim

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Advancing SVD-based LLM Compression via Layer-Wise Error Model Search

In Poster Session 3

Moritz Thoma ⋅ Maximilian Groezinger ⋅ Maximilian Forstenhäusler ⋅ Emad Aghajanzadeh ⋅ Manoj Rohit Vemparala ⋅ Christos Anagnostopoulos ⋅ Pierpaolo Mori ⋅ Nael Fasfous ⋅ Alexander Frickenstein ⋅ Daniel Mueller-Gritschneder ⋅ Ulf Schlichtmann

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

MFH-NAS:A Hybrid Neural Architecture Search Framework for Multimodal Fusion Object Detection

In Poster Session 3

QuanWei Gao ⋅ Shuqi Zhao ⋅ Ruyu Wang ⋅ Shuyin Zhang ⋅ Cong Liu ⋅ Zirui Luo

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

IO-Adam: Rethinking Memory-Efficient Adaptive Optimizers from Gradient Computation

In Poster Session 3

Yiting Chen ⋅ Zongwei Huo ⋅ Junchi Yan

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

dTRPO : Trajectory Reduction in Policy Optimization of Diffusion Large Language Models

In Poster Session 3

Wenxuan Zhang ⋅ Lemeng Wu ⋅ Changsheng Zhao ⋅ Ernie Chang ⋅ Mingchen Zhuge ⋅ Zechun Liu ⋅ Andy (DiJia) Su ⋅ Hanxian Huang ⋅ Jun Chen ⋅ Chong Zhou ⋅ Raghuraman Krishnamoorthi ⋅ Vikas Chandra ⋅ Mohamed Elhoseiny ⋅ Wei Wen

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

TetraJet-v2: Accurate NVFP4 Training for Large Language Models with Oscillation Suppression and Outlier Control

In Poster Session 3

Yuxiang Chen ⋅ Yifan Liu ⋅ Xiaoming Xu ⋅ Pengle Zhang ⋅ Michael Beyer ⋅ Martin Rapp ⋅ Jun Zhu ⋅ Jianfei Chen

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

PRISM: Distribution-free Adaptive Computation of Matrix Functions for Accelerating Neural Network Training

In Poster Session 3

Shenghao Yang ⋅ Zhichao Wang ⋅ Oleg Balabanov ⋅ N. Benjamin Erichson ⋅ Michael Mahoney

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Per-example Gradients: a New Frontier for Understanding and Improving Optimizers

In Poster Session 3

Vincent Roulet ⋅ Atish Agarwala

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Fine-Tuning of Transformer models with Frames

In Poster Session 3

Harshavardhan Adepu ⋅ Li Zhang ⋅ Sanjiv Kumar ⋅ Vikas Singh

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

WBMM: Windowed Batch Matrix Multiplication for Efficient Large Receptive Field Convolution

In Poster Session 3

Wan Song ⋅ Zhou Wei ⋅ Rui Wang ⋅ Jun Yu ⋅ Toru Kurihara ⋅ Xu Jiajia ⋅ shu zhan

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Clover: Accurate LLM Pre-Training in NVFP4 by Improved Unbiased Gradient Estimation

In Poster Session 3

Andrei Panferov ⋅ Erik Schultheis ⋅ Soroush Tabesh ⋅ Dan Alistarh

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Controlled LLM Training on Spectral Sphere

In Poster Session 3

Tian Xie ⋅ Haoming Luo ⋅ Haoyu Tang ⋅ Hu Yiwen ⋅ Jason Liu ⋅ Qingnan Ren ⋅ Yang Wang ⋅ Xin Zhao ⋅ Rui Yan ⋅ Bing Su ⋅ Chong Luo ⋅ Baining Guo

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

DB-KSVD: Scalable Alternating Optimization for Disentangling High-Dimensional Embedding Spaces

In Poster Session 3

Romeo Valentin ⋅ Sydney Katz ⋅ Vincent Vanhoucke ⋅ Mykel Kochenderfer

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: Quantum Deep Learning Still Needs a Quantum Leap

In Poster Session 3

Hans Gundlach ⋅ Hrvoje Kukina ⋅ Jayson Lynch ⋅ Neil Thompson

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

DecFus: Decentralized Layer-wise Fusion with Dynamic Exploration and Exploitation

In Poster Session 3

Li Yang ⋅ Jialong Sun ⋅ Chuhai Cai ⋅ Xinyang Liu ⋅ Yichen Li ⋅ Bowen Peng ⋅ Jialong Li ⋅ Bo Liu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Hybrid Policy Distillation for LLMs

In Poster Session 3

Wenhong Zhu ⋅ Ruobing Xie ⋅ Rui Wang ⋅ Pengfei Liu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

OLion: Approaching the Hadamard Ideal by Intersecting Spectral and L inf Implicit Biases

In Poster Session 3

Zixiao Wang ⋅ Yifei Shen ⋅ Huishuai Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Deep Progressive Training: scaling up depth capacity of zero/one-layer models

In Poster Session 3

Zhiqi Bu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

LoRDO: Distributed Low-Rank Optimization with Infrequent Communication

In Poster Session 3

Andrej Jovanović ⋅ Alex Iacob ⋅ Mher Safaryan ⋅ Ionut-Vlad Modoranu ⋅ Lorenzo Sani ⋅ Shen ⋅ Xinchi Qiu ⋅ Dan Alistarh ⋅ Nicholas Lane

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Least-Loaded Expert Parallelism: Load Balancing An Imbalanced Mixture-of-Experts

In Poster Session 3

Xuan-Phi Nguyen ⋅ Shrey Pandit ⋅ Austin Xu ⋅ Caiming Xiong ⋅ Shafiq Joty

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Automatic Pruning Discovery for Large Language Models

In Poster Session 3

Haidong Kang ⋅ Lihong Lin ⋅ Enneng Yang ⋅ Hong-Ning Dai ⋅ Hao Wang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

HypCL: Adapting CLIP in Hyperbolic Space for Continual Learning

In Poster Session 3

Quan Cheng ⋅ Hao Yu ⋅ Da-Wei Zhou ⋅ Lijun Zhang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

PRAC: Principal-Random Subspace for LLM Activation Compression and Memory-Efficient Training

In Poster Session 3

Yanyi Li ⋅ Yimu Zhang ⋅ Cong Fang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Statistically Optimal Scaling for Token Merging in Transformers

In Poster Session 3

Qing Zhou ⋅ Hongyuan Zhang ⋅ Tao Yang ⋅ Junyu Gao ⋅ Qi Wang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

TGV-KV: Text-Grounded KV Eviction for Vision-Language Models

In Poster Session 3

Jizhihui Liu ⋅ Ruizi Han ⋅ Miao Zhang ⋅ Rui Shao ⋅ Xuebo Liu ⋅ Weili Guan ⋅ Yaowei Wang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Interpretable Discovery of One-parameter Subgroups: A Modular Framework for Elliptical, Hyperbolic, and Parabolic Symmetries

In Poster Session 3

Pavan Karjol ⋅ Vivek Kashyap ⋅ Rohan Venkatesh Kashyap ⋅ Prathosh AP

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Preconditioning Neural Tangent Kernel for Adaptive Optimization

In Poster Session 3

Xiyuan Yang ⋅ Wenxuan Bao ⋅ Katherine Tieu ⋅ Jingrui He

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Hierarchical Procedural Meta-Reasoning for Generalizable Multimodal Agents

In Poster Session 3

Yao Fu ⋅ Shengyi Qian ⋅ Pierluca D'Oro ⋅ Fanyi Xiao ⋅ Honglak Lee ⋅ Joseph Tighe ⋅ Manchen Wang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Uncovering Grounding IDs: How External Cues Shape Multi-Modal Binding

In Poster Session 3

Amirmohammad Izadi ⋅ Hosein Hasani ⋅ Fatemeh Askari ⋅ Mobin Bagherian ⋅ Sadegh Mohammadian ⋅ Mohammad Izadi ⋅ Mahdieh Baghshah

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Attentive Multi-Layer Fusion for Vision Transformers

In Poster Session 3

Laure Ciernik ⋅ Marco Morik ⋅ Lukas Thede ⋅ Luca Eyring ⋅ Shinichi Nakajima ⋅ Zeynep Akata ⋅ Lukas Muttenthaler

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Model-Dowser: Data-Free Importance Probing to Mitigate Catastrophic Forgetting in Multimodal Large Language Models

In Poster Session 3

Hyeontaek Hwang ⋅ DINH SON NGUYEN ⋅ Daeyoung Kim

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Giving Sensors a Voice: Multimodal JEPA for Semantic Time-Series Embeddings

In Poster Session 3

Gerardo Pastrana ⋅ Sina Pakazad ⋅ Henrik Ohlsson ⋅ Utsav Dutta

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Olivia: Harmonizing Time Series Foundation Models with Power Spectral Density

In Poster Session 3

Jingru Fei ⋅ Kun Yi ⋅ Alex Wang ⋅ Qingsong Wen ⋅ Xiangxiang Zhu ⋅ Wei Fan

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ScDiVa: Masked Discrete Diffusion for Joint Modeling of Single-Cell Identity and Expression

In Poster Session 3

Mingxuan Wang ⋅ Gaoyang Jiang ⋅ ZiJia Ren ⋅ Lu Shi ⋅ Cheng Chen ⋅ Chuangxin Zhao ⋅ Yanbiao Ma

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Understanding Reasoning Collapse in LLM Agent Reinforcement Learning

In Poster Session 3

Zihan (Zenus) Wang ⋅ Chi Gui ⋅ Xing Jin ⋅ Qineng Wang ⋅ Licheng Liu ⋅ Kangrui Wang ⋅ Shiqi Chen ⋅ Linjie Li ⋅ Zhengyuan Yang ⋅ Pingyue Zhang ⋅ Yiping Lu ⋅ Jiajun Wu ⋅ Li Fei-Fei ⋅ Lijuan Wang ⋅ Yejin Choi ⋅ Manling Li

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

GePBench: Evaluating Fundamental Geometric Perception for Multimodal Large Language Models

In Poster Session 3

Shangyu Xing ⋅ Changhao Xiang ⋅ Xinyu Liu ⋅ Zhangtai Wu ⋅ Zhen Wu ⋅ Yue YIfan ⋅ Yuteng Han ⋅ Fei Zhao ⋅ Xinyu Dai

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Prompt Estimation from Prototypes for Federated Prompt Tuning of Vision Transformers

In Poster Session 3

Yashwanth Mandula ⋅ Sharannya Ghosh ⋅ Aditay Tripathi ⋅ Anirban Chakraborty

[ URL] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

From Noise to Intent: Anchoring Generative VLA Policies with Residual Bridges

In Poster Session 3

Yiming Zhong ⋅ Yaoyu He ⋅ Zemin Yang ⋅ Pengfei Tian ⋅ Yifan Huang ⋅ Qingqiu Huang ⋅ Xinge Zhu ⋅ Yuexin Ma

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Preference Goal Tuning: Post-Training as Latent Control for Frozen Policies

In Poster Session 3

Guangyu Zhao ⋅ Kewei Lian ⋅ Haoxuan Ru ⋅ Borong Zhang ⋅ Haowei Lin ⋅ Zhancun Mu ⋅ Haobo Fu ⋅ Qiang Fu ⋅ Shaofei Cai ⋅ Zihao Wang ⋅ Yitao Liang

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Mitigating Hallucinations in Large Vision-Language Models via Causal Route Gating

In Poster Session 3

Zhe Cheng ⋅ Wenyu Chen ⋅ Fode Zhang ⋅ Dehuan Shen

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

TransNormal: Dense Visual Semantics for Diffusion-based Transparent Object Normal Estimation

In Poster Session 3

Mingwei Li ⋅ Hehe Fan ⋅ Yi Yang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

BioToken and BioFM – Biologically-Informed Tokenization Enables Accurate and Efficient Genomic Foundation Models

In Poster Session 3

Aleksandr Medvedev ⋅ Karthik Viswanathan ⋅ Praveenkumar Kanithi ⋅ Kirill Vishniakov ⋅ Prateek Munjal ⋅ Clement Christophe ⋅ Tiago Magalhaes ⋅ Marco Pimentel ⋅ Ronnie Rajan ⋅ SHADAB KHAN

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

When Is Rank-1 Enough? Geometry-Guided Initialization for Parameter-Efficient Fine-Tuning

In Poster Session 3

Haoran Zhao ⋅ Caren Han ⋅ Eduard Hovy

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

R1-SyntheticVL: Is Synthetic Data from Generative Models Ready for Multimodal Large Language Model?

In Poster Session 3

Jingyi Zhang ⋅ Tianyi Lin ⋅ Huanjin Yao ⋅ Xiang Lan ⋅ Shunyu Liu ⋅ Jiaxing Huang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Foundation Inference Models for Ordinary Differential Equations

In Poster Session 3

Maximilian Mauel ⋅ Johannes Hübers ⋅ David Berghaus ⋅ Patrick Seifner ⋅ Ramses J Sanchez

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Model-Preserving Adaptive Rounding

In Poster Session 3

Albert Tseng ⋅ Zhaofeng Sun ⋅ Chris De Sa

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Seeing Without Understanding: Disentangling Perception, Reasoning, and Simulation in VLM Gameplay

In Poster Session 3

Dingyang Jin ⋅ Jiawei He ⋅ Calvin Lo ⋅ Steven Hu ⋅ RYAN RAD

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Think-Then-Generate: Reasoning-Aware Text-to-Image Diffusion with LLM Encoders

In Poster Session 3

Siqi Kou ⋅ Jiachun Jin ⋅ Zetong Zhou ⋅ Ye Ma ⋅ Yugang Wang ⋅ Quan Chen ⋅ Peng Jiang ⋅ Xiao Yang ⋅ Jun Zhu ⋅ Kai Yu ⋅ Zhijie Deng

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

AlphaGRPO: Unlocking Self-Reflective Multimodal Generation in Unified Multimodal Models via Decompositional Verifiable Reward

In Poster Session 3

Runhui Huang ⋅ Jie Wu ⋅ Rui Yang ⋅ Zhe Liu ⋅ Hengshuang Zhao

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Balancing Understanding and Generation in Discrete Diffusion Models

In Poster Session 3

Yue Liu ⋅ Yuzhong Zhao ⋅ Zheyong Xie ⋅ Qixiang Ye ⋅ Jianbin Jiao ⋅ Yao Hu ⋅ Shaosheng Cao ⋅ Liu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Light Forcing: Accelerating Autoregressive Video Diffusion via Sparse Attention

In Poster Session 3

Chengtao Lv ⋅ Yumeng Shi ⋅ Yushi Huang ⋅ Ruihao Gong ⋅ Shen Ren ⋅ Wenya Wang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

ProtoVAR: Efficient Dataset Distillation via Prototype-Guided Visual Autoregressive Modeling

In Poster Session 3

Mingyu Wang ⋅ Wei Jiang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Motion-Aware Caching for Efficient Autoregressive Video Generation

In Poster Session 3

Jing Xu ⋅ Yuexiao Ma ⋅ Songwei Liu ⋅ Xuzhe Zheng ⋅ Shiwei Liu ⋅ Chenqian Yan ⋅ Xiawu Zheng ⋅ Rongrong Ji ⋅ Fei Chao ⋅ WANG

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

CoF-T2I: Video Models as Pure Visual Reasoners for Text-to-Image Generation

In Poster Session 3

Chengzhuo Tong ⋅ Chang Mingkun ⋅ Shenglong Zhang ⋅ Yuran Wang ⋅ Cheng Liang ⋅ Zhizheng Zhao ⋅ Bohan Zeng ⋅ Yang Shi ⋅ Ruichuan An ⋅ Yifan Dai ⋅ Ziming Zhao ⋅ Guanbin Li ⋅ Pengfei Wan ⋅ Yuanxing Zhang ⋅ Wentao Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Training-Free Sparse Attention for Fast Video Generation via Offline Layer-Wise Sparsity Profiling and Online Bidirectional Co-Clustering

In Poster Session 3

Jiayi Luo ⋅ Jiayu Chen ⋅ Jiankun Wang ⋅ Cong Wang ⋅ Hanxin Zhu ⋅ Qingyun Sun ⋅ Chen Gao ⋅ Zhibo Chen ⋅ Jianxin Li

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

HilbertA: Hilbert-Curve–Aligned Sparse Attention for 2D Structured Data

In Poster Session 3

Shaoyi Zheng ⋅ Wenbo Lu ⋅ Yuxuan Xia ⋅ Shenji Wan

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Training-Free Rate-Distortion-Perception Traversal With Diffusion

In Poster Session 3

Yuhan Wang ⋅ Suzhi Bi ⋅ Angela Yingjun Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

DiffStyle3D: Consistent 3D Gaussian Stylization via Attention Optimization

In Poster Session 3

Yitong Yang ⋅ Xuexin Liu ⋅ Yinglin Wang ⋅ Jing Wang ⋅ Hao Dou ⋅ Changshuo Wang ⋅ Shuting He

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

NaviCache: Test-Time Self-Calibration Caching for Video Generation

In Poster Session 3

Zheqi Lv ⋅ Zhibo Zhu ⋅ Jinke Wang ⋅ Qi Tian ⋅ Shengyu Zhang ⋅ Zhengyu Chen ⋅ Chengxi Zang ⋅ Zhou Zhao ⋅ Fei Wu

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Distilling Geometry Priors for 3D-Consistent Video Generation

In Poster Session 3

Hongyang Du ⋅ Hongyang Du ⋅ Xiaoyan Cong ⋅ Runhao Li ⋅ Jingcheng Ni ⋅ Aman Agarwal ⋅ Zeqi Zhou ⋅ Zekun Li ⋅ Randall Balestriero ⋅ Yue Wang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

TransLight: Image-Guided Customized Lighting Control with Generative Decoupling

In Poster Session 3

Zongming Li ⋅ Lianghui Zhu ⋅ Haocheng Shen ⋅ Longjin Ran ⋅ Wenyu Liu ⋅ Xinggang Wang

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

DynaMem: Consistent Long Video Generation via Hierarchical Memory and Motion Priors

In Poster Session 3

Jingyu Lin ⋅ Xinyi Shang ⋅ Peng Sun ⋅ Cunjian Chen ⋅ Zhiqiang Shen

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Rethinking Visual Autoregressive Sampling with Information-Grounding Guidance

In Poster Session 3

Ky Dan Nguyen ⋅ Hoang Lam Tran ⋅ Anh-Dung Dinh ⋅ Daochang Liu ⋅ Weidong Cai ⋅ Xiuying Wang ⋅ Chang Xu

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

One-Step Residual Shifting Diffusion for Image Super-Resolution via Distillation

In Poster Session 3

Daniil Selikhanovych ⋅ David Li ⋅ Aleksei Leonov ⋅ Nikita Gushchin ⋅ Sergei Kushneriuk ⋅ Alexander Filippov ⋅ Evgeny Burnaev ⋅ Iaroslav Koshelev ⋅ Aleksandr Korotin

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Deep Forcing: Training-Free Long Video Generation with Deep Sink and Participative Compression

In Poster Session 3

Jung Yi ⋅ Wooseok Jang ⋅ Paul Cho ⋅ Jisu Nam ⋅ Heeji Yoon ⋅ Seungryong Kim

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

MIRO: MultI-Reward cOnditioned pretraining improves T2I quality and efficiency

In Poster Session 3

Nicolas Dufour ⋅ Lucas Degeorge ⋅ Arijit Ghosh ⋅ Vicky Kalogeiton ⋅ David Picard

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

CamGeo: Sparse Camera-Conditioned Image-to-Video Generation with 3D Geometry Priors

In Poster Session 3

Xuanyi Liu ⋅ Deyi Ji ⋅ Liqun Liu ⋅ Lanyun Zhu ⋅ Xuhang Chen ⋅ Qianxiong Xu ⋅ Peng Shu ⋅ Huan Yu ⋅ Jie Jiang ⋅ Feng Gao ⋅ Siwei Ma

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Video Generation

In Poster Session 3

Hongzhou Zhu ⋅ Min Zhao ⋅ Guande He ⋅ Hang Su ⋅ Chongxuan Li ⋅ Jun Zhu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Enabling Faithful Camera Control in Video Diffusion through Geometry-Flow-Guided Noise Warping

In Poster Session 3

Haoyu Zhao ⋅ Jiaxi Gu ⋅ Haoran Chen ⋅ Qingping Zheng ⋅ Yeying Jin ⋅ Hongyi Yang ⋅ JunqiCheng ⋅ Yuang Zhang ⋅ Zenghui Lu ⋅ Huan Yu ⋅ Jie Jiang ⋅ Peng Shu ⋅ Zuxuan Wu ⋅ Yu-Gang Jiang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Phase-Type Variational Autoencoders for Heavy-Tailed Data

In Poster Session 3

Abdelhakim Ziani ⋅ Andras Horvath ⋅ Paolo Ballarini

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Conflict-Aware Additive Guidance for Flow Models under Compositional Rewards

In Poster Session 3

Xuehui Yu ⋅ Fucheng Cai ⋅ Meiyi Wang ⋅ Xiaopeng Fan ⋅ Harold Soh

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

RACER: Risk-Aware Calibrated Efficient Routing for Large Language Models

In Poster Session 3

赛郝 ⋅ Hao Zeng ⋅ Hongxin Wei ⋅ Bingyi Jing

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Value-as-Return: A Two-Stage Framework to Align on the Optimal Score Function

In Poster Session 3

Shikun Sun ⋅ Shuo Huang ⋅ Yiding Chen ⋅ Wen Sun ⋅ Jia Jia

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Esoteric Language Models

In Poster Session 3

Subham Sekhar Sahoo ⋅ Zhihan Yang ⋅ Yash Akhauri ⋅ Johnna Liu ⋅ Deepansha Singh ⋅ Zhoujun Cheng ⋅ Zhengzhong Liu ⋅ Eric Xing ⋅ John Thickstun ⋅ Arash Vahdat

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Conf-Gen: Conformal Uncertainty Quantification for Generative Models

In Poster Session 3

Gabriel Loaiza-Ganem ⋅ Kevin Zhang ⋅ Wei Cui ⋅ Marc Law ⋅ Kin Kwan Leung

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Projected Gradient Ascent for Efficient Reward-Guided Updates with One-Step Generative Models

In Poster Session 3

Jisung Hwang ⋅ Minhyuk Sung

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Ambient Dataloops: Generative Models for Dataset Refinement

In Poster Session 3

Adrian Rodriguez-Munoz ⋅ William Daspit ⋅ Adam Klivans ⋅ Antonio Torralba ⋅ Constantinos Daskalakis ⋅ Giannis Daras

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

$f$-Trajectory Balance: A Loss Family for Tuning GFlowNets, Generative Models, and LLMs with Off- and On-Policy Data

In Poster Session 3

Jake Fawkes ⋅ Jason Hartford

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

MoST: Mixing Speech and Text with Modality-Aware Mixture of Experts

In Poster Session 3

Yuxuan Lou ⋅ Kai Yang ⋅ Yang You

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Visual Implicit Autoregressive Modeling

In Poster Session 3

Pengfei Jiang ⋅ Jixiang Luo ⋅ Luxi Lin ⋅ Zhaohong Huang ⋅ Xuelong Li

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

d2: Improved Techniques for Training Reasoning Diffusion Language Models

In Poster Session 3

Guanghan Wang ⋅ Gilad Turok ⋅ Yair Schiff ⋅ Marianne Arriola ⋅ Volodymyr Kuleshov

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Anytime Safe PAC Efficient Reasoning

In Poster Session 3

Chengyao Yu ⋅ Hao Zeng ⋅ Youxin Zhu ⋅ Jianguo Huang ⋅ Huajun Zeng ⋅ Bingyi Jing

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Meta Flow Maps enable scalable reward alignment

In Poster Session 3

Peter Potaptchik ⋅ Adhi Saravanan ⋅ Abbas Mammadov ⋅ Alvaro Prat ⋅ Michael Albergo ⋅ Yee-Whye Teh

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ECHO: Elastic Speculative Decoding with Sparse Gating for High-Concurrency Scenarios

In Poster Session 3

Xinyi Hu ⋅ Yuhao Shen ⋅ Zhang Baolin ⋅ Hengxin Zhang ⋅ Jun Dai ⋅ Shuang Ge ⋅ Chen Lei ⋅ Yue Li ⋅ Mingcheng Wan

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Opportunistic Expert Activation: Batch-Aware Expert Routing for Faster Decode Without Retraining

In Poster Session 3

Costin-Andrei Oncescu ⋅ Qingyang Wu ⋅ Wai Tong Chung ⋅ Tsai-chuan Wu ⋅ Bryan Gopal ⋅ Junxiong Wang ⋅ Tri Dao ⋅ Ben Athiwaratkun

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Structured Progressive Knowledge Activation for LLM-Driven Neural Architecture Search

In Poster Session 3

Zhen Liu ⋅ Yuhan Liu ⋅ Jinjun Wang ⋅ Wei Song ⋅ Jianyi Liu ⋅ Jingwen Fu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Training-free Composition of Pre-trained GFlowNets for Multi-Objective Generation

In Poster Session 3

Seokwon Yoon ⋅ Youngbin Choi ⋅ Seunghyuk Cho ⋅ Seungbeom Lee ⋅ MoonJeong Park ⋅ Dongwoo Kim

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Let Language Constrain Geometry: Vision–Language Models as Semantic and Spatial Critics for 3D Generation

In Poster Session 3

Weimin Bai ⋅ Yubo Li ⋅ Weijian Luo ⋅ Zeqiang Lai ⋅ Yequan Wang ⋅ Wenzheng Chen ⋅ He Sun

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

RADE: Unbiased Random Add-Drop Edge as a Regularizer

In Poster Session 3

Danial Saber ⋅ Amirali Salehi-Abari

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Towards Understanding Modality Interaction in Multimodal Language Models via Partial Information Decomposition

In Poster Session 3

Wanlong Fang ⋅ Tianle Zhang ⋅ Wen Tao ⋅ Alvin Chan

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Dissecting Embodied Abilities in Multimodal Language Models through Skill-level Evaluation and Diagnosis

In Poster Session 3

Yu Qi ⋅ Haibo Zhao ⋅ Ziyu Guo ⋅ Siyuan Ma ⋅ Ziyan Chen ⋅ Yaokun Han ⋅ Renrui Zhang ⋅ Zitiantao Lin ⋅ Yizhe Zhu ⋅ Shiji Xin ⋅ Yijian Huang ⋅ Boce Hu ⋅ Kai Cheng ⋅ Jiayi Zhang ⋅ Peiheng Wang ⋅ jiazheng liu ⋅ Wenqing Wang ⋅ Yiran Qin ⋅ Haojie Huang ⋅ Lawson Wong

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

BRIDGE: Predicting Human Task Completion Time From Model Performance

In Poster Session 3

Fengyuan Liu ⋅ Jay Gala ⋅ Nilaksh ⋅ Dzmitry Bahdanau ⋅ Siva Reddy ⋅ Hugo Larochelle

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Maximizing mutual information between prompt and response improves LLM performance with no additional data

In Poster Session 3

Hyunji (Alex) Nam ⋅ Haoran Li ⋅ Natasha Jaques

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

LFQ: Logit-aware Final-block Quantization for Boosting the Generation Quality of Low-Bit Quantized LLMs

In Poster Session 3

Jung Hyun Lee ⋅ June Yong Yang ⋅ Jungwook Choi ⋅ Eunho Yang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Efficient Hallucination Detection for LLMs Using Uncertainty-Aware Attention Heads

In Poster Session 3

Artem Vazhentsev ⋅ Lyudmila Rvanova ⋅ Gleb Kuzmin ⋅ Ekaterina Fadeeva ⋅ Ivan Lazichny ⋅ Alexander Panchenko ⋅ Maxim Panov ⋅ Mrinmaya Sachan ⋅ Preslav Nakov ⋅ Tim Baldwin ⋅ Artem Shelmanov

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

LIFT: A Novel Framework for Enhancing Long-Context Understanding of LLMs via Long Input Fine-Tuning

In Poster Session 3

Yansheng Mao ⋅ Yufei Xu ⋅ Jiaqi Li ⋅ Fanxu Meng ⋅ Haotong Yang ⋅ Zilong Zheng ⋅ Xiyuan Wang ⋅ Muhan Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Efficient Multi-round LLM Inference over Disaggregated Serving

In Poster Session 3

Wenhao He ⋅ Youhe Jiang ⋅ Penghao Zhao ⋅ Quanqing Xu ⋅ Eiko Yoneki ⋅ Bin Cui ⋅ Fangcheng Fu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Proteus: Lookup-Free Trellis-Coded Quantization by Lattice-Breaking Compute Codes for 2-Bit LLMs

In Poster Session 3

Zhengwu Yang ⋅ Xunchao Li ⋅ Ke Cheng ⋅ Kunlong Liu ⋅ jianfengyang ⋅ HaoshuangWang ⋅ Kaipeng Deng ⋅ Qingqing Dang ⋅ Yanlin Sha ⋅ Yanjun Ma ⋅ Dianhai Yu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Elastic Attention: Test-time Adaptive Sparsity Ratios for Efficient Transformers

In Poster Session 3

Zecheng Tang ⋅ Quantong Qiu ⋅ Yi Yang ⋅ Zhiyi Hong ⋅ Haiya Xiang ⋅ Kebin Liu ⋅ Qingqing Dang ⋅ Juntao Li ⋅ Min zhang

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ParisKV: Fast and Drift-Robust KV-Cache Retrieval for Long-Context LLMs

In Poster Session 3

Yanlin Qi ⋅ Xinhang Chen ⋅ Huiqiang Jiang ⋅ Qitong Wang ⋅ Botao Peng ⋅ Themis Palpanas

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

SHINE: A Scalable In-Context Hypernetwork for Mapping Context to LoRA in a Single Pass

In Poster Session 3

Yewei Liu ⋅ Xiyuan Wang ⋅ Yansheng Mao ⋅ Yoav Gelberg ⋅ Haggai Maron ⋅ Muhan Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Training–Inference Consistent Segmented Execution for Long-Context LLMs

In Poster Session 3

Xianpeng Shang ⋅ Jiang Li ⋅ Zehua Duo ⋅ Qianyi Cai ⋅ Xiangdong Su

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

From Growing to Looping: A Unified View of Iterative Computation in LLMs

In Poster Session 3

Ferdinand Kapl ⋅ Emmanouil Angelis ⋅ Kaitlin Maile ⋅ Johannes von Oswald ⋅ Stefan Bauer

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

AdaGC: Enhancing LLM Pretraining Stability via Adaptive Gradient Clipping

In Poster Session 3

Guoxia Wang ⋅ Shuai Li ⋅ Congliang Chen ⋅ Jinle Zeng ⋅ Jiabin Yang ⋅ Dianhai Yu ⋅ Yanjun Ma ⋅ Li Shen

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

SALE : Low-bit Estimation for Efficient Sparse Attention in Long-context LLM Prefilling

In Poster Session 3

Xiaodong Ji ⋅ Hailin Zhang ⋅ Fangcheng Fu ⋅ Bin Cui

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

NeUQI: Near-Optimal Uniform Quantization Parameter Initialization for Low-Bit LLMs

In Poster Session 3

Li Lin ⋅ Xinyu Hu ⋅ Xiaojun Wan

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

video-SALMONN S: Memory-Enhanced Streaming Audio-Visual LLM

In Poster Session 3

Guangzhi Sun ⋅ Yixuan Li ⋅ Xiaodong Wu ⋅ Yudong Yang ⋅ Wei Li ⋅ Zejun MA ⋅ Chao Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Capacity-Aware Mixture Law Enables Efficient LLM Data Optimization

In Poster Session 3

Jingwei Li ⋅ Xinran Gu ⋅ Jingzhao Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Guided Star-Shaped Masked Diffusion

In Poster Session 3

Viacheslav Meshchaninov ⋅ Egor Shibaev ⋅ Artem Makoian ⋅ Ivan Klimov ⋅ Nikita Balagansky ⋅ Daniil Gavrilov ⋅ Aibek Alanov ⋅ Dmitry Vetrov

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Stabilizing Native Low-Rank LLM Pretraining

In Poster Session 3

Paul Janson ⋅ Edouard Oyallon ⋅ Eugene Belilovsky

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Less is More: Geometric Unlearning for LLMs with Minimal Data Disclosure

In Poster Session 3

Chenchen Tan ⋅ Xinghao Li ⋅ Shujie Cui ⋅ Youyang Qu ⋅ Cunjian Chen ⋅ Longxiang Gao

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

NaRA: Noise-Aware LoRA for Parameter-Efficient Fine-Tuning of Diffusion LLMs

In Poster Session 3

Shuaidi Wang ⋅ Zhan Zhuang ⋅ HUANG Ruping ⋅ Yu Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Efficient Parallel Samplers for Recurrent-Depth Models

In Poster Session 3

Jonas Geiping ⋅ Xinyu Yang ⋅ Guinan Su

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Escaping Mode Collapse in LLM Generation

In Poster Session 3

Xin Du ⋅ Kumiko Tanaka-Ishii

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Unified Episodic and Semantic Memory via Modulating Transformer FeedForward Layers

In Poster Session 3

Yiqun Yao ⋅ Xiang Li ⋅ Xin Jiang ⋅ Xuezhi Fang ⋅ Naitong Yu ⋅ Siwei Dong ⋅ Wenjia Ma ⋅ Jing Li ⋅ Aixin Sun ⋅ Yequan Wang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Effective MoE-based LLM Compression by Exploiting Heterogeneous Inter-Group Experts Routing Frequency and Information Density

In Poster Session 3

Zhendong Mi ⋅ Yixiao Chen ⋅ Pu Zhao ⋅ Xiaodong Yu ⋅ Hao Wang ⋅ Yanzhi Wang ⋅ Shaoyi Huang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Retrieval-Aware Distillation for Transformer-SSM Hybrids

In Poster Session 3

Aviv Bick ⋅ Eric Xing ⋅ Albert Gu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

OBCache: Optimal Brain KV Cache Pruning for Efficient Long-Context LLM Inference

In Poster Session 3

Yuzhe Gu ⋅ Xiyu Liang ⋅ Jiaojiao Zhao ⋅ Enmao Diao

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Low-cost Full Fine-tuning: Learning What to Update for LLMs

In Poster Session 3

Li ⋅ Yaming Guo ⋅ Shenghao Gao ⋅ Xinlong Chen ⋅ Zuhao Xu ⋅ Ying Sun ⋅ Chao Wang ⋅ Hui Xiong

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Unveiling the Potential of Quantization with MXFP4: Strategies for Quantization Error Reduction

In Poster Session 3

Jatin Chhugani ⋅ Geonhwa Jeong ⋅ Bor-Yiing Su ⋅ Yunjie Pan ⋅ Hanmei Yang ⋅ Aayush Ankit ⋅ Jiecao Yu ⋅ Summer Deng ⋅ Yunqing Chen ⋅ Nadathur Satish ⋅ Changkyu Kim

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Diffract: Spectral View of LLM Domain Adaptation

In Poster Session 3

Nikita Borodin ⋅ Maria Krylova ⋅ Artem Zabolotnyi ⋅ Dmitry Aspisov ⋅ Egor Shikov ⋅ Nikita Tyuplyaev ⋅ Oleg Travkin ⋅ Roman Alferov ⋅ Dmitry Vinichenko

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Inner-layer Token Self-Modulation as Another Scaling Axis for LLMs

In Poster Session 3

Yebin Yang ⋅ Debing Zhang ⋅ Huaijin Wu ⋅ Jingtao Han ⋅ Lin Yao ⋅ Xiaohan Qin ⋅ Jingzhi Wang ⋅ Junchi Yan

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

RaBiT: Residual Aware Binarization Training for Accurate and Efficient LLMs

In Poster Session 3

Youngcheon You ⋅ Banseok Lee ⋅ Minseop Choi ⋅ Seonyoung Kim ⋅ Hyochan Chong ⋅ Changdong Kim ⋅ Youngmin Kim ⋅ Dongkyu Kim

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Swift-SVD: Theoretical Optimality Meets Practical Efficiency in Low-Rank LLM Compression

In Poster Session 3

Ruoling Qi ⋅ Yirui Liu ⋅ Xuaner Wu ⋅ Xiangyu Wang ⋅ Ming Li ⋅ Chen Chen ⋅ Jian Chen ⋅ Yin Chen ⋅ Qizhen Weng

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

How to Train Your Advisor: Steering Black-Box LLMs with Advisor Models

In Poster Session 3

Parth Asawa ⋅ Alan Zhu ⋅ Abigail O'Neill ⋅ Matei Zaharia ⋅ Alex Dimakis ⋅ Joseph E Gonzalez

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Towards Efficient Large Language Reasoning Models via Extreme-Ratio Chain-of-Thought Compression

In Poster Session 3

Yuntian Tang ⋅ Bohan Jia ⋅ Wenxuan Huang ⋅ Lianyue Zhang ⋅ Jiao Xie ⋅ Wenxi Li ⋅ Wei Li ⋅ Jie Hu ⋅ Xinghao Chen ⋅ Rongrong Ji ⋅ Shaohui Lin

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Adversarial Training for Process Reward Models

In Poster Session 3

Gurusha Juneja ⋅ Deepak Nathani ⋅ William Wang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Reinforcement-aware Knowledge Distillation for LLM Reasoning

In Poster Session 3

zhaoyang zhang ⋅ Shuli Jiang ⋅ Yantao Shen ⋅ Yuting Zhang ⋅ Dhananjay Ram ⋅ Shuo Yang ⋅ Zhuowen Tu ⋅ Wei Xia ⋅ Stefano Soatto

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Maximum Likelihood Reinforcement Learning

In Poster Session 3

Fahim Tajwar ⋅ Guanning Zeng ⋅ Yueer Zhou ⋅ Yuda Song ⋅ Daman Arora ⋅ Yiding Jiang ⋅ Jeff Schneider ⋅ Russ Salakhutdinov ⋅ Haiwen Feng ⋅ Andrea Zanette

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Don't Force the Fit: Bounded Log-Likelihood Loss for Enhanced Reasoning in Large Language Models

In Poster Session 3

Feng Zhao ⋅ Hong Zhang ⋅ Yu Yang ⋅ Ruilin Zhao ⋅ Guandong Xu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Representational Curvature Shapes Behavioral Uncertainty in Large Language Models

In Poster Session 3

Jack King ⋅ Evelina Fedorenko ⋅ Eghbal Hosseini

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Self-Prophetic Decoding to Unlock Visual Search in LVLMs

In Poster Session 3

Zhendong He ⋅ Qiyuan Dai ⋅ Guanbin Li ⋅ Liang Lin ⋅ Sibei Yang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

LangForce: Bayesian Decomposition of Vision Language Action Models via Latent Action Queries

In Poster Session 3

Shijie Lian ⋅ Bin Yu ⋅ Xiaopeng LIN ⋅ Laurence Yang ⋅ Zhaolong Shen ⋅ Changti Wu ⋅ YuZhuo Miao ⋅ Cong Huang ⋅ Kai Chen

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

SMILE: Extended Deep Submodular Function-Based Instruction and In-context Learning Demonstration Selection

In Poster Session 3

Zihan Chen ⋅ Chengshuai Shi ⋅ Song Wang ⋅ Jundong Li ⋅ Cong Shen

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Shrinking the Variance: Shrinkage Baselines for Reinforcement Learning with Verifiable Rewards

In Poster Session 3

Guanning Zeng ⋅ Zhaoyi Zhou ⋅ Daman Arora ⋅ Andrea Zanette

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Video-MTR: Reinforced Multi-Turn Reasoning for Long Video Understanding

In Poster Session 3

Yuan Xie ⋅ Tianshui Chen ⋅ Zheng Ge ⋅ Lionel Ni

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Reuse your FLOPs: Scaling RL on Hard Problems by Conditioning on Very Off-Policy Prefixes

In Poster Session 3

Amrith Setlur ⋅ Zijian Wang ⋅ Andrew Cohen ⋅ Paria Rashidinejad ⋅ Sang Michael Xie

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Chain-of-Glimpse: Search-Guided Progressive Object-Grounded Reasoning for Video Understanding

In Poster Session 3

ZHIXUAN WU ⋅ Quanxing Zha ⋅ Teng Wang ⋅ Genbao Xu ⋅ Wenyuan Gu ⋅ Wei Rao ⋅ Nan Ma ⋅ Bo Cheng ⋅ Soujanya Poria

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

CoPE: Continual Probe-guided Expansion for Large Vision-Language Models

In Poster Session 3

Ziqin Wang ⋅ Hengyuan Zhao ⋅ Qixin Sun ⋅ Yilin Li ⋅ Kaiyou Song ⋅ Xiaolin Hu ⋅ Qingpei Guo ⋅ Linjiang Huang ⋅ Si Liu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

On the Plasticity and Stability for Post-Training Large Language Models

In Poster Session 3

Wenwen Qiang ⋅ Ziyin Gu ⋅ Jiahuan Zhou ⋅ Jie Hu ⋅ Jingyao Wang ⋅ Changwen Zheng ⋅ Hui Xiong

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Memory as a Markov Matrix: Sample Efficient Knowledge Expansion via Token-to-Dictionary Mapping

In Poster Session 3

Kaustubh Vijaykumar Pethkar ⋅ Ziyang Xiong ⋅ Zuofeng Shang ⋅ Yingcong Li

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Efficient numeracy in language models through single-token number embeddings

In Poster Session 3

Linus Kreitner ⋅ Paul Hager ⋅ Jonathan Mengedoht ⋅ Georgios Kaissis ⋅ Daniel Rueckert ⋅ Martin Menten

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

RLIE: Rule Generation with Logistic Regression, Iterative Refinement, and Evaluation for Large Language Models

In Poster Session 3

Yang Yang ⋅ Hua XU ⋅ Zhangyi Hu ⋅ Yutao Yue

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

MODEL MERGING SCALING LAWS IN LARGE LANGUAGE MODELS

In Poster Session 3

Yuanyi Wang ⋅ Yanggan Gu ⋅ Yiming Zhang ⋅ Qi Zhou ⋅ Zhaoyi Yan ⋅ Congkai Xie ⋅ Xinyao Wang ⋅ Jianbo Yuan ⋅ Hongxia Yang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Decomposed On-Policy Distillation for Vision-Language Reasoning: Steering Gradients for Visual Grounding

In Poster Session 3

Hee Suk Yoon ⋅ Eunseop Yoon ⋅ Jaehyun Jang ⋅ SooHwan Eom ⋅ Ji Woo Hong ⋅ Mark Hasegawa-Johnson ⋅ Qi Dai ⋅ Chong Luo ⋅ Chang D. Yoo

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Escaping the Mode: Multi-Answer Reinforcement Learning in LMs

In Poster Session 3

Isha Puri ⋅ Mehul Damani ⋅ Idan Shenfeld ⋅ Marzyeh Ghassemi ⋅ Jacob Andreas ⋅ Yoon Kim

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

SSL4RL: Revisiting Self-supervised Learning as Intrinsic Reward for Visual-Language Reasoning

In Poster Session 3

Xiaojun Guo ⋅ Runyu Zhou ⋅ Yifei Wang ⋅ Qi Zhang ⋅ Chenheng Zhang ⋅ Stefanie Jegelka ⋅ Xiaohan Wang ⋅ Jiajun Chai ⋅ Guojun Yin ⋅ Wei Lin ⋅ Yisen Wang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Harnessing Uncertainty: Entropy-Modulated Policy Gradients for Long-Horizon LLM Agents

In Poster Session 3

Jiawei Wang ⋅ Jiacai Liu ⋅ Yuqian Fu ⋅ Yingru Li ⋅ Xintao Wang ⋅ Yuan Lin ⋅ Lin Zhang ⋅ YuYue ⋅ Yang Wang ⋅ WANG KE

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Harnessing Non-Adversarial Robustness in Large Language Models

In Poster Session 3

Qinghua Zhou ⋅ Ellina Aleshina ⋅ Andrey Lovyagin ⋅ Oleg Somov ⋅ Mikhail Seleznyov ⋅ Alexander Panchenko ⋅ Ivan Oseledets ⋅ Elena Tutubalina ⋅ Ivan Tyukin

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Smaller Models are Natural Explorers for Policy-Level Diversity in GRPO

In Poster Session 3

Yiming Ren ⋅ Yiran Xu ⋅ Zicheng Lin ⋅ Chufan Shi ⋅ Yukang Chen ⋅ Dingdong WANG ⋅ Tianhe Wu ⋅ Junjie Wang ⋅ Yujiu Yang ⋅ Yu Qiao ⋅ Ruihang Chu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Gradients with Respect to Semantics Preserving Embeddings Tell the Uncertainty of Large Language Model

In Poster Session 3

Mingda Li ⋅ Rundong Lv ⋅ Xinyu Li ⋅ Weinan Zhang ⋅ Ting Liu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Decompose, Structure, and Repair: A Neuro-Symbolic Framework for Autoformalization via Operator Trees

In Poster Session 3

Xiaoyang Liu ⋅ Zineng Dong ⋅ Yifan Bai ⋅ Yantao Li ⋅ Yuntian Liu ⋅ Tao Luo

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

AutoRAS: Learning Robust Agentic Systems with Primitive Representations

In Poster Session 3

Yang Yue ⋅ Xuancheng Zhu ⋅ YuYang Ma ⋅ Guoshun Nan ⋅ Zihan Dou ⋅ JingRu Shan ⋅ Congyu Guo ⋅ Ji Zhang ⋅ Hua Wang ⋅ Jingfeng Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Depth-Breadth Synergy in RLVR: Unlocking LLM Reasoning Gains with Adaptive Exploration

In Poster Session 3

Zhicheng Yang ⋅ Zhijiang Guo ⋅ Yinya Huang ⋅ Yongxin Wang ⋅ Dongchun Xie ⋅ Hanhui Li ⋅ Yiwei Wang ⋅ Xiaodan Liang ⋅ Jing Tang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

ThetaEvolve: Test-time Learning on Open Problems

In Poster Session 3

Yiping Wang ⋅ Shao-Rong Su ⋅ Zhiyuan Zeng ⋅ Eva Xu ⋅ Liliang Ren ⋅ Xinyu Yang ⋅ Zeyi Huang ⋅ Xuehai He ⋅ Luyao Ma ⋅ Baolin Peng ⋅ Hao Cheng ⋅ Pengcheng He ⋅ Weizhu Chen ⋅ Shuohang Wang ⋅ Simon Du ⋅ Yelong Shen

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

TruthRL: Incentivizing Truthful LLMs via Reinforcement Learning

In Poster Session 3

Zhepei Wei ⋅ Xiao Yang ⋅ Kai Sun ⋅ Jiaqi Wang ⋅ Rulin Shao ⋅ Jingxiang Chen ⋅ Mohammad Kachuee ⋅ Teja Gollapudi ⋅ Yiwei Liao ⋅ Nicolas SCHEFFER ⋅ Rakesh Wanga ⋅ Anuj Kumar ⋅ Yu Meng ⋅ Scott Yih ⋅ Xin Dong

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Clipping Low-Probability Tokens in SFT Yields a Generalizable Initialization for RL

In Poster Session 3

Tian-Shuo Liu ⋅ Chengxing Jia ⋅ Haoyu Liu ⋅ Pengyuan Wang ⋅ Shiyuan Zhang ⋅ Jie Fu ⋅ Yang Yu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Train Once, Reuse Everywhere: Generalizable Implicit ICL by Routing Attention

In Poster Session 3

Jiaqian Li ⋅ Yanshu Li ⋅ Ligong Han ⋅ Ruixiang Tang ⋅ Wenya Wang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

BLOCK-EM: Preventing Emergent Misalignment via Latent Blocking

In Poster Session 3

Muhammed Ustaomeroglu ⋅ Guannan Qu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

AVI-Bench: Toward Human-like Audio-Visual Intelligence of Omni-MLLMs

In Poster Session 3

Yaoting Wang ⋅ Ziyi Zhang ⋅ Wenming Tu ⋅ Shaoxuan Xu ⋅ Wenjie Du ⋅ Cheng Liang ⋅ weijun wang ⋅ Yuanchao Li ⋅ Guangyao Li ⋅ Hao Fei ⋅ Yuanchun Li ⋅ Henghui Ding ⋅ Yunxin Liu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Weasel: Out-of-Domain Generalization for Web Agents via Importance-Diversity Data Selection

In Poster Session 3

Fatemeh Pesaran zadeh ⋅ Seyeon Choi ⋅ Xing Han Lù ⋅ Siva Reddy ⋅ Gunhee Kim

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

AICrypto: Evaluating Cryptography Capabilities of Large Language Models

In Poster Session 3

Yu Wang ⋅ Yijian Liu ⋅ Liheng Ji ⋅ Han Luo ⋅ Wenjie Li ⋅ Xiaofei Zhou ⋅ Chiyun Feng ⋅ Puji Wang ⋅ Yuhan Cao ⋅ Geyuan Zhang ⋅ Xiaojian Li ⋅ Rongwu Xu ⋅ Yilei Chen ⋅ Tianxing He

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Progressive Cramming: Reliable Token Compression and What It Reveals

In Poster Session 3

Dmitrii Tarasov ⋅ Timofei Lashukov ⋅ Elizaveta Goncharova ⋅ Andrey Kuznetsov

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

INDEXGUARD: Index-only Backdoor Vetting for Secure Federated PEFT of Large Language Models

In Poster Session 3

Javad Dogani ⋅ Devriş İşler ⋅ Nikolaos Laoutaris

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

BRIDGE: Triangular Fixed-Point Refinement for Long-Horizon Persona Consistency

In Poster Session 3

Haotong Sun ⋅ Yinghui Jiang ⋅ Bocheng Xu ⋅ Jianye Xie

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SpecExit: Accelerating Large Reasoning Model via Speculative Exit

In Poster Session 3

Rubing Yang ⋅ Huajun Bai ⋅ Song Liu ⋅ Guanghua Yu ⋅ Runzhi Fan ⋅ Yanbin Dang ⋅ Zhang Jiejing ⋅ Kai Liu ⋅ Jianchen Zhu ⋅ Peng Chen

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

SD-MoE: Spectral Decomposition for Effective Expert Specialization

In Poster Session 3

Ruijun Huang ⋅ Fang DONG(董方) ⋅ Xin Zhang ⋅ Hengjie Cao ⋅ Zhendong Huang ⋅ Anrui Chen ⋅ Jixian Zhou ⋅ Mengyi Chen ⋅ Yifeng Yang ⋅ Mingzhi Dong ⋅ Yujiang Wang ⋅ Jinlong Hou ⋅ Qin Lv ⋅ Robert Dick ⋅ Yuan Cheng ⋅ Tun Lu ⋅ Fan Yang ⋅ Chun Zhang ⋅ Li Shang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

On Robustness and Chain-of-Thought Consistency of RL-Finetuned VLMs

In Poster Session 3

Rosie Zhao ⋅ Anshul Shah ⋅ Xiaoyu Zhu ⋅ Xinke Deng ⋅ Zhongyu Jiang ⋅ Yang Yang ⋅ Joerg Liebelt ⋅ Arnab Kumar Mondal

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Gradient Regularization Prevents Reward Hacking in Reinforcement Learning from Human Feedback and Verifiable Rewards

In Poster Session 3

Johannes Ackermann ⋅ Michael Noukhovitch ⋅ Takashi Ishida ⋅ Masashi Sugiyama

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Can Agents Generalize to the Open World? Unveiling the Fragility of Static Training in Tool Use

In Poster Session 3

Song-Lin Lv ⋅ Weiming Wu ⋅ Rui Zhu ⋅ Zijian Cheng ⋅ Lan-Zhe Guo

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Chiral Symmetry Breaking in Transformers: A Group-Equivariant Framework for Solving the Reversal Curse via Adjoint Manifold Mappings

In Poster Session 3

Hanji Du

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Helpful to a Fault: Measuring Illicit Assistance in Multi-Turn, Multilingual LLM Agents

In Poster Session 3

Nivya Talokar ⋅ Ayush Kumar Tarun ⋅ Murari Mandal ⋅ Maksym Andriushchenko ⋅ Antoine Bosselut

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Reward Under Attack: Analyzing the Robustness and Hackability of Process Reward Models

In Poster Session 3

Rishabh Tiwari ⋅ Aditya Tomar ⋅ Udbhav Bamba ⋅ Monishwaran Maheswaran ⋅ Heng Yang ⋅ Michael Mahoney ⋅ Kurt Keutzer ⋅ Amir Gholaminejad

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

BARRED: Synthetic Training of Custom Policy Guardrails via Asymmetric Debate

In Poster Session 3

Arnon Mazza ⋅ Elad Levi

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Unleashing Implicit Rewards: Prefix-Value Learning for Distribution-Level Optimization

In Poster Session 3

Shiping Gao ⋅ Hongzhan Chen ⋅ Xiaojun Quan ⋅ Qifan Wang ⋅ Lifu Huang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Generation Enhances Understanding in Unified Multimodal Models via Multi-Representation Generation

In Poster Session 3

Zihan Su ⋅ Hongyang Wei ⋅ Kangrui Cen ⋅ Yong Wang ⋅ Guanhua CHEN ⋅ Chun Yuan ⋅ Xiangxiang Chu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SWE-ABS: Adversarial Benchmark Strengthening Exposes Inflated Success Rates on Test-based Benchmark

In Poster Session 3

Boxi Yu ⋅ Yang Cao ⋅ Yuzhong Zhang ⋅ Liting Lin ⋅ Junjielong Xu ⋅ Zhiqing Zhong ⋅ Qinghua Xu ⋅ Guancheng Wang ⋅ Jialun Cao ⋅ Shing-Chi Cheung ⋅ Pinjia He ⋅ Lionel BRIAND

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Reasoning over Boundaries: Enhancing Specification Alignment via Test-time Deliberation

In Poster Session 3

Haoran Zhang ⋅ Yafu Li ⋅ Xuyang Hu ⋅ Dongrui Liu ⋅ Zhilin Wang ⋅ Bo Li ⋅ Yu Cheng

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Variational Speculative Decoding: Rethinking Draft Training from Token Likelihood to Sequence Acceptance

In Poster Session 3

Xiandong Zou ⋅ Jianshu Li ⋅ Jing Huang ⋅ Pan Zhou

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

$R^3$DAO: Reactive Recovery and Reconstruction for Long-horizon Data Agent Orchestration

In Poster Session 3

Quanxin Liu ⋅ Yijun Mo ⋅ Ruida Xu ⋅ Jianwei Zhong ⋅ Changhu Chen ⋅ Rui Hao

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Future-Gain Guided Test-Time Learning for Large Language Models

In Poster Session 3

LangYu Bian ⋅ Jinwu Hu ⋅ Zitian Zhang ⋅ Dongjin Yang ⋅ Yufeng Wang ⋅ Qing Du ⋅ Qi Chen ⋅ Mingkui Tan

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Reward Auditor: Inference on Reward Modeling Suitability in Real-World Perturbed Scenarios

In Poster Session 3

Jianxiang Zang ⋅ Yongda Wei ⋅ Ruxue Bai ⋅ Shiyu Jiang ⋅ Nijia Mo ⋅ Binhong Li ⋅ Qiang Sun ⋅ Hui Liu

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Scaling Agentic Verifier for Competitive Coding

In Poster Session 3

Zeyao Ma ⋅ Jing Zhang ⋅ Xiaokang Zhang ⋅ Jiaxi Yang ⋅ Zongmeng Zhang ⋅ Jiajun Zhang ⋅ Yuheng Jing ⋅ Lei Zhang ⋅ Hao Zheng ⋅ Wenting Zhao ⋅ Junyang Lin ⋅ Binyuan Hui

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Endogenous Resistance to Activation Steering in Language Models: Evidence for Internal Consistency Monitoring in Llama-3.3-70B

In Poster Session 3

Alex McKenzie ⋅ Keenan Pepper ⋅ Stijn Servaes ⋅ Martin Leitgab ⋅ Murat Cubuktepe ⋅ Michael Vaiana ⋅ Diogo de Lucena ⋅ Judd Rosenblatt ⋅ Michael Graziano

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

SafeSci: Safety Evaluation of Large Language Models in Science Domains and Beyond

In Poster Session 3

Xiangyang Zhu ⋅ Yuan Tian ⋅ Qi Jia ⋅ Kaiwei Zhang ⋅ Zicheng Zhang ⋅ Chunyi Li ⋅ Zijian Chen ⋅ Lu Sun ⋅ Kaiyuan Ji ⋅ Renrui Zhang ⋅ Wei Sun ⋅ Guangtao Zhai

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

On the Limits of Test-Time Compute: Sequential Reward Filtering for Better Inference

In Poster Session 3

Yue Yu ⋅ Qiwei Di ⋅ Quanquan Gu ⋅ Dongruo Zhou

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

FAIR-Calib: Frontier-Aware Instability-Reweighted Calibration for Post-Training Quantization of Diffusion Large Language Models

In Poster Session 3

Haoyu Huang ⋅ Linlin Yang ⋅ Sheng Xu ⋅ Boyu Liu ⋅ Guodong Guo ⋅ Zhongqian Fu ⋅ Hang Zhou ⋅ Baochang Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Pessimistic Verification for Open-Ended Math Questions

In Poster Session 3

Yanxing Huang ⋅ Zihan Tang ⋅ Zejin Lin ⋅ Peng Li ⋅ Yang Liu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

OmniFit: Bridging Modalities via Layer-Adaptive Token Compression for Omnimodal Large Language Models

In Poster Session 3

Zining Wang ⋅ Zhihang Yuan ⋅ Yingjie Zhai ⋅ Wenshuo Li ⋅ Han Shu ⋅ Ruihao Gong ⋅ Jinyang Guo ⋅ Xianglong Liu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

MAPS: Memory-Aware Predictive Scheduling Framework for Large Language Models Serving

In Poster Session 3

Tiancheng Zhang ⋅ Yulin Chen ⋅ Yunfeng Zhao ⋅ Shaoyuan Huang ⋅ Cheng Zhang ⋅ Xiaofei Wang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Provable Training Data Identification for Large Language Models

In Poster Session 3

Zhenlong Liu ⋅ Hao Zeng ⋅ Weiran Huang ⋅ Hongxin Wei

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

TokenSwap: Backdoor Attack on the Compositional Understanding of Large Vision-Language Models

In Poster Session 3

Zhifang Zhang ⋅ Qiqi Tao ⋅ JIAQI LYU ⋅ Na Zhao ⋅ Lei Feng ⋅ Joey Tianyi Zhou

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Multi-Head Attention as a Source of Catastrophic Forgetting in MoE Transformers

In Poster Session 3

Anrui Chen ⋅ Ruijun Huang ⋅ Xin Zhang ⋅ Fang DONG(董方) ⋅ Hengjie Cao ⋅ Zhendong Huang ⋅ Yifeng Yang ⋅ Mengyi Chen ⋅ Jixian Zhou ⋅ Mingzhi Dong ⋅ Yujiang Wang ⋅ Jinlong Hou ⋅ Qin Lv ⋅ Robert Dick ⋅ Yuan Cheng ⋅ Tun Lu ⋅ Fan Yang ⋅ Li Shang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Training AI Co-Scientists Using Rubric Rewards

In Poster Session 3

Shashwat Goel ⋅ Rishi Hazra ⋅ Dulhan Jayalath ⋅ Timon Willi ⋅ Parag Jain ⋅ Shen ⋅ Ilias Leontiadis ⋅ Francesco Barbieri ⋅ Yoram Bachrach ⋅ Jonas Geiping ⋅ Chenxi Whitehouse

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

$\texttt{Multi}^2$: Hierarchical Multi-Agent Decision-Making with LLM-Based Agents in Interactive Environments

In Poster Session 3

Sangeun Park ⋅ Minhae Kwon

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Seeing is Understanding: Unlocking Causal Attention into Modality-Mutual Attention for Multimodal LLMs

In Poster Session 3

Wei-Yao Wang ⋅ Zhao Wang ⋅ Helen Suzuki ⋅ Yoshiyuki Kobayashi

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Cache Coherent Resampling for Efficient Test Time Scaling in LLM Reasoning via Adaptive Sequential Monte Carlo

In Poster Session 3

Ke Wang ⋅ ZEHAO Yu ⋅ Luwei Wang ⋅ Yongchao Huang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

QEDBench: Quantifying the Alignment Gap in Automated Evaluation of University-Level Mathematical Proofs

In Poster Session 3

Santiago Gonzalez ⋅ Alireza Amiribavandpour ⋅ Peter Ye ⋅ Edward Zhang ⋅ Ruslans Aleksejevs ⋅ Todor Antić ⋅ Polina Baron ⋅ Sujeet Bhalerao ⋅ Shubhrajit Bhattacharya ⋅ Zachary Burton ⋅ John Byrne ⋅ Hyungjun Choi ⋅ Nujhat Ahmed Disha ⋅ Koppány I Encz ⋅ Yuchen Fang ⋅ Robert Joseph George ⋅ Ebrahim Ghorbani ⋅ Alan Goldfarb ⋅ Jing Guo ⋅ Meghal Gupta ⋅ Stefano Huber ⋅ Annika Kanckos ⋅ Minjung Kang ⋅ Hyun Jong Kim ⋅ Dino Lorenzini ⋅ Levi Lorenzo ⋅ Tianyi Mao ⋅ Giovanni Marzenta ⋅ Ariane Masuda ⋅ Lukas Mauth ⋅ Ana Mickovic ⋅ Andrés Miniguano-Trujillo ⋅ Antoine Moulin ⋅ Wenqi Ni ⋅ Tomos Parry ⋅ Kevin Ren ⋅ Hossein Roodbarani ⋅ Mathieu Rundström ⋅ Manjil Saikia ⋅ Detchat Samart ⋅ Rebecca Steiner ⋅ Connor Stewart ⋅ Dhara Thakkar ⋅ Jeffrey Tse ⋅ Vasiliki Velona ⋅ Yunhai Xiang ⋅ Sibel Yalçın ⋅ Jun Yan ⋅ Ji Zeng ⋅ Arman Cohan ⋅ Quanquan Liu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Grounding Functional Similarity by Invariance-Aware Model Stitching

In Poster Session 3

Ioannis Athanasiadis ⋅ Anmar Karmush ⋅ Michael Felsberg

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Multimodal Function Vectors for Spatial Relations

In Poster Session 3

Shuhao Fu ⋅ Esther Goldberg ⋅ Ying Nian Wu ⋅ Hongjing Lu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

MultiLoReFT: Decoupling Shared and Modality-Specific Subspaces in Multimodal Learning via Low-Rank Representation Fine-Tuning

In Poster Session 3

Sana Tonekaboni ⋅ Viktoria Schuster ⋅ Caroline Uhler

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

DANCE: Dynamic, Available, Neighbor-gated Condensation for Federated Text-Attributed Graphs

In Poster Session 3

Zekai Chen ⋅ Haodong Lu ⋅ Xunkai Li ⋅ Henan Sun ⋅ Jia Li ⋅ Hongchao Qin ⋅ Rong-Hua Li ⋅ Guoren Wang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Neuro-Fuzzy Concept Learning for Interpretable Large Multimodal Models

In Poster Session 3

Ritik Mishra ⋅ Vanshika Gupta ⋅ M. Sajid ⋅ M. Tanveer

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

FG-CLIP 2: A Bilingual Fine-grained Vision-Language Alignment Model

In Poster Session 3

Chunyu Xie ⋅ Bin Wang ⋅ Fanjing Kong ⋅ Jincheng Li ⋅ Dawei Liang ⋅ Ji Ao ⋅ Dawei Leng ⋅ Yuhui Yin

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

JANUS-LORA: A Balanced Low-Rank Adaptation for Continual Learning

In Poster Session 3

Cheng Chen ⋅ Pengpeng Zeng ⋅ Yuyu Guo ⋅ Jingkuan Song ⋅ Heng Tao Shen ⋅ Lianli Gao

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Detecting the Semantic Fixed Point: A Geometric Framework for Efficient Inference

In Poster Session 3

Jiawei Gu ⋅ Ziyue Qiao ⋅ Xiao Luo

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Variational Adapter for Cross-modal Similarity Representation

In Poster Session 3

WenZhang Wei ⋅ Zhipeng Gui ⋅ Dehua Peng ⋅ Tiandi Ye ⋅ Huayi Wu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

TabularBERT: Binning-Based Self-Supervised Learning for Tabular Representation

In Poster Session 3

Beomjin Park ⋅ Seunghwan An ⋅ Sungchul Hong ⋅ Hosik Choi

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Denoising without Diffusion: Fixed-Noise Denoiser Anomaly Detection in Tabular Data

In Poster Session 3

Manuel Hirth ⋅ Lukas Koberg ⋅ Nasser Jazdi ⋅ Enkelejda Kasneci

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Your Latent Reasoning is Secretly Policy Improvement Operator

In Poster Session 3

Arip Asadulaev ⋅ Rayan Banerjee ⋅ Fakhri Karray ⋅ Martin Takac

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Capacity-Agnostic Parameter Isolation for Continual Graph Learning

In Poster Session 3

Ye Xiao ⋅ Ruikun Li ⋅ Zhenyu Yang ⋅ Andrey Vasnev ⋅ Junbin Gao

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

GRAPE: Let GRPO Supervise Query Rewriting by Ranking for Retrieval

In Poster Session 3

Zhaohua Zhang ⋅ Jianhuan Zhuo ⋅ Muxi Chen ⋅ Chenchen Zhao ⋅ Wenyu Jiang ⋅ Tianwen Jiang ⋅ Mingyang Chen ⋅ Yutang ⋅ Jihong Zhang ⋅ Qiuyong Xiao ⋅ Zhixun Su

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

ModernVBERT: Towards Smaller Visual Document Retrievers

In Poster Session 3

Paul Teiletche ⋅ Quentin Macé ⋅ Max Conti ⋅ António Loison ⋅ Gautier Viaud ⋅ Pierre Colombo ⋅ Manuel Faysse

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

LLM-based Embeddings: Attention Values Encode Sentence Semantics Better Than Hidden States

In Poster Session 3

Yeqin Zhang ⋅ Yunfei Wang ⋅ Jiaxuan Chen ⋅ Ke Qin ⋅ Yizheng Zhao ⋅ Cam-Tu Nguyen

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

HOBIT: Hardness Optimized Batch Sampling for InfoNCE Training

In Poster Session 3

Himanshu Dutta ⋅ Lokesh Nagalapatti ⋅ Yashoteja Prabhu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

SURGE: Surrogate Gradient Adaptation in Binary Neural Networks

In Poster Session 3

Haoyu Huang ⋅ Boyu Liu ⋅ Linlin Yang ⋅ Yanjing Li ⋅ Yuguang Yang ⋅ Xuhui Liu ⋅ Canyu Chen ⋅ Zhongqian Fu ⋅ Baochang Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Robustifying Vision-Language Models via Test-Time Prompt Adaptation

In Poster Session 3

Xingyu Zhu ⋅ Huanshen Wu ⋅ Shuo Wang ⋅ Beier Zhu ⋅ Jiannan Ge ⋅ Jiaheng Zhang ⋅ Long Chen

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Amortized Maximum Inner Product Search with Learned Support Functions

In Poster Session 3

Theo X. Olausson ⋅ Joao Monteiro ⋅ Michal Klein ⋅ Marco Cuturi

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

IMPACT: Influence Modeling for Open-Set Time Series Anomaly Detection

In Poster Session 3

Xiaohui Zhou ⋅ Yijie Wang ⋅ Hongzuo Xu ⋅ Weixuan Liang ⋅ Xiaoli Li ⋅ Guansong Pang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

TimeOmni-VL: Unified Models for Time Series Understanding and Generation

In Poster Session 3

Tong Guan ⋅ SHENG PAN ⋅ Johan Barthelemy ⋅ Zhao Li ⋅ Yujun Cai ⋅ Cesare Alippi ⋅ Ming Jin ⋅ Shirui Pan

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Taming the Recent-Data Bias: Towards Robust Time Series Forecasting with Global Context

In Poster Session 3

Longlong Xu ⋅ Zeyan Li ⋅ Xiao He ⋅ Zhaoyang Yu ⋅ Changhua Pei ⋅ Zhe Xie ⋅ Zijun Dou ⋅ Tieying Zhang ⋅ Dan Pei

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

See More, Forecast Better and Faster: Enhancing Time Series Foundation Models via Inference-Time Plug-and-Play Downsampling

In Poster Session 3

Longlong Xu ⋅ Zeyan Li ⋅ Xiao He ⋅ Zhaoyang Yu ⋅ Dazhong Wen ⋅ Mingze Sun ⋅ Changhua Pei ⋅ Dan Pei

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Mantis: Lightweight Foundation Model for Time Series Classification

In Poster Session 3

Vasilii Feofanov ⋅ Songkang Wen ⋅ Shifeng Xie ⋅ Simon Roschmann ⋅ Marius Alonso ⋅ Hongbo Guo ⋅ Romain Ilbert ⋅ Malik TIOMOKO ⋅ Quentin Bouniot ⋅ Zeynep Akata ⋅ Lujia Pan ⋅ Jianfeng Zhang ⋅ Ievgen Redko

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Invariant Representation Learning for Source-Free Time Series Forecasting with LLM-Centric Proxy Denoising

In Poster Session 3

Kangjia Yan ⋅ Chenxi Liu ⋅ Hao Miao ⋅ Xinle Wu ⋅ Yan Zhao ⋅ Chenjuan Guo ⋅ Bin Yang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

HELIX: Hybrid Encoding with Learnable Identity and Cross-dimensional Synthesis for Time Series Imputation

In Poster Session 3

Fengming Zhang ⋅ Wenjie Du ⋅ Huan Zhang ⋅ Ke Yu ⋅ Shen Qu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

You Can Learn Tokenization End-to-End with Reinforcement Learning

In Poster Session 3

Sam Dauncey ⋅ Roger Wattenhofer

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Zeus: Towards Tuning-Free Foundation Model for Time Series Analysis

In Poster Session 3

Yisong Fu ⋅ Zezhi Shao ⋅ Chengqing Yu ⋅ Yujie Li ⋅ Yongjun Xu ⋅ Xueqi Cheng ⋅ Fei Wang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

One Batch Is Enough: A Unified Dataset Condensation Framework for General Time Series Analysis

In Poster Session 3

Wei Shao ⋅ Ziquan Fang ⋅ Zheqi Lu ⋅ Yongfeng Su ⋅ Yuzhu Wang ⋅ Yunjun Gao

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Byte Pair Encoding for Efficient Time Series Forecasting

In Poster Session 3

Leon Götz ⋅ Marcel Kollovieh ⋅ Stephan Günnemann ⋅ Leo Schwinn

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Time-CoT: Hierarchical Reasoning with Temporal Semantic Codes for Multivariate Time Series Classification

In Poster Session 3

Kun Zeng ⋅ Wu Binquan ⋅ Qianli Ma

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

On the "Induction Bias" in Sequence Models

In Poster Session 3

MohammadReza Ebrahimi ⋅ Michaël Defferrard ⋅ Sunny Panchal ⋅ Roland Memisevic

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Winformer: Transcending Pairwise Similarity for Time-series Generation

In Poster Session 3

Haoyi Zhou ⋅ Xin Xue ⋅ Tianyu Chen ⋅ lanhao li ⋅ Lijun SUN ⋅ Jianxin Li

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Rethinking Multimodal Time-Series Forecasting Evaluation

In Poster Session 3

Haoxin Liu ⋅ Yichen Zhou ⋅ Rajat Sen ⋅ B. Aditya Prakash ⋅ Abhimanyu Das

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

One-Step Graph-Structured Neural Flows for Irregular Multivariate Time Series Classification

In Poster Session 3

Mengzhou Gao ⋅ Kaiwei Wang ⋅ Pengfei Jiao

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

TimeMRA: LLM-Empowered Time Series Forecasting via Multi-Scale Retrieval-Augmented Representations

In Poster Session 3

Zongjiang Shang ⋅ Chengxi Jin ⋅ Binqing Wu ⋅ Dongliang Cui ⋅ Yue Yu ⋅ Haobang Sun ⋅ Chuanlin Xu ⋅ Ling Chen

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

MuonSSM: Orthogonalizing State Space Models for Sequence Modeling

In Poster Session 3

Thai Khanh Nguyen ⋅ Ngoc Bich Uyen Vo ⋅ Thieu Vo ⋅ Tan Nguyen ⋅ Cuong Pham

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

StretchTime: Adaptive Time Series Forecasting via Symplectic Attention

In Poster Session 3

Yubin Kim ⋅ Viresh Pati ⋅ Jevon Twitty ⋅ Vinh Pham ⋅ Shihao Yang ⋅ Jiecheng Lu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Divide and Contrast: Learning Robust Temporal Features without Augmentation

In Poster Session 3

Abdul-Kazeem Shamba ⋅ Kerstin Bach ⋅ Gavin Taylor

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Universal Redundancies in Time Series Foundation Models

In Poster Session 3

Anthony Bao ⋅ Venkata Hasith Vattikuti ⋅ Jeffrey Lai ⋅ William Gilpin

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Robust Inter-Series Dependency Modeling for Time Series Forecasting via Information-Theoretic Alignment

In Poster Session 3

Wuqing Yu ⋅ Weichen Guo ⋅ Jian Zhou ⋅ Shuyu Luo ⋅ Jiacai Zhang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

TsLLM: Augmenting LLMs for General Time Series Understanding and Prediction

In Poster Session 3

Felix Parker ⋅ Nimeesha Chan ⋅ Chi Zhang ⋅ Kimia Ghobadi

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Exposing Vulnerabilities in Explanation for Time Series Classifiers via Dual-Target Attacks

In Poster Session 3

Bohan Wang ⋅ Zewen Liu ⋅ Lu Lin ⋅ Hui Liu ⋅ Li Xiong ⋅ Ming Jin ⋅ Wei Jin

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

MedMamba: Multi-View State Space Models with Adaptive Graph Learning for Medical Time Series Classification

In Poster Session 3

Da Zhang ⋅ bingyu li ⋅ Zhiyuan Zhao ⋅ Hongyuan Zhang ⋅ Junyu Gao ⋅ Xuelong Li

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Gradient Descent as a Perceptron Algorithm: Understanding Dynamics and Implicit Acceleration

In Poster Session 3

Alexander Tyurin

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

On the Theoretical Limitations of Embedding-based Link Prediction

In Poster Session 3

Samy Badreddine ⋅ Emile van Krieken ⋅ Luciano Serafini

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

On the Sample Efficiency of Inverse Dynamics Models for Semi-Supervised Imitation Learning

In Poster Session 3

Sacha Morin ⋅ Moonsub Byeon ⋅ Alexia Jolicoeur-Martineau ⋅ Sebastien Lachapelle

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Local Hessian Spectral Filtering for Robust Intrinsic Dimension Estimation

In Poster Session 3

Genki Osada

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

CiteGuard: Conformal False-Discovery Control for Faithful Retrieval-Augmented Generation

In Poster Session 3

Xiangyu Jiang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Evaluating Robustness of Reasoning Models on Parameterized Logical Problems

In Poster Session 3

Naïm Es-sebbani ⋅ Esteban Marquer ⋅ Yakoub Salhi ⋅ Zied Bouraoui

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

STABLEVAL: Disagreement-Aware and Stable Evaluation of AI Systems

In Poster Session 3

Sailendra Akash Bonagiri ⋅ Gerard Anderias ⋅ Saee Patil ⋅ Angelina Lai ⋅ Devang Borkar ⋅ Gezheng Kang ⋅ Ishant Gandhi ⋅ Setareh Rafatirad ⋅ Houman Homayoun

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

When Can We Trust Survival Model Evaluation ?

In Poster Session 3

Ghanem BAHRINI ⋅ Morgane Barbet-Massin ⋅ Sebastien Razakarivony ⋅ Valerie Gares ⋅ Jean-François Dupuy

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Efficient Inference for Noisy LLM-as-a-Judge Evaluation

In Poster Session 3

Yiqun Chen ⋅ Sizhu Lu ⋅ Sijia Li ⋅ Moran Guo ⋅ Shengyi Li

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SEDRAS: Symbolically Evaluated Deep Research And Science

In Poster Session 3

Fredrik Carlsson ⋅ Dan Ward ⋅ Joseph Ortiz ⋅ Fangyu Liu ⋅ Joakim Nivre

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

MVI-Bench: A Comprehensive Benchmark for Evaluating Robustness to Misleading Visual Inputs in LVLMs

In Poster Session 3

Huiyi Chen ⋅ Jiawei Peng ⋅ Dehai Min ⋅ Changchang Sun ⋅ Kaijie Chen ⋅ Yan Yan ⋅ Xu Yang ⋅ Lu Cheng

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

FormalRx: Rectify and eXamine Semantic Failures in Autoformalization

In Poster Session 3

Haocheng Wang ⋅ Baiyu Huang ⋅ Yingjia Wan ⋅ Xiao Zhu ⋅ Xiaoyang Liu ⋅ Yinya Huang ⋅ Zhijiang Guo

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Conditional Quantile Adjusted Conformal Prediction for Time Series

In Poster Session 3

Cheng Yu ⋅ Zhoufan Zhu ⋅ Ke Zhu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Scaling Continual Learning with Bi-Level Routing Mixture-of-Experts

In Poster Session 3

Meng Lou ⋅ Yunxiang Fu ⋅ Yizhou Yu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

TRACER: Persistent Regularization for Robust Multimodal Finetuning

In Poster Session 3

Hesam Asadollahzadeh ⋅ Feng Liu ⋅ Christopher Leckie ⋅ Sarah Erfani

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Solving Stochastic Variational Inequalities without the Bounded Variance Assumption

In Poster Session 3

Ahmet Alacaoglu ⋅ Jun-Hyun Kim

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

An Approximation Algorithm for Graph Label Selection

In Poster Session 3

Josia John ⋅ Simon Meierhans ⋅ Maximilian Probst Gutenberg

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Towards Optimal Robustness in Learning-Augmented Paging

In Poster Session 3

Peng Chen ⋅ Hailiang Zhao ⋅ Xueyan Tang ⋅ Yixuan Wang ⋅ Shuiguang Deng

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Conformal Prediction for Early Stopping in Mixed Integer Optimization

In Poster Session 3

Stefan Clarke ⋅ Bartolomeo Stellato

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

PoMtVRS: Preference-Optimized Multi-Task Vehicle Routing Solver with Preference Gating

In Poster Session 3

Dian Meng ⋅ Zhiguang Cao ⋅ Yaoxin Wu ⋅ Yaqing Hou

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Divide and Learn: Multi-Objective Combinatorial Optimization at Scale

In Poster Session 3

Esha Singh ⋅ Dongxia Wu ⋅ Chien-Yi Yang ⋅ Tajana Rosing ⋅ Rose Yu ⋅ Yian Ma

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Evolving Interdependent Operators with Large Language Models for Multi-Objective Combinatorial Optimization

In Poster Session 3

Junhao Qiu ⋅ Xin Chen ⋅ LiangGE ⋅ Liyong Lin ⋅ Zhichao Lu ⋅ Qingfu Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Matroid Algorithms Under Size-Sensitive Independence Oracles

In Poster Session 3

Kiarash Banihashem ⋅ MohammadTaghi Hajiaghayi ⋅ Mahdi JafariRaviz ⋅ Danny Mittal

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Generative Large Neighborhood Search: Scalable Set Cover Optimization via Discrete Diffusion

In Poster Session 3

Achref Jaziri ⋅ Thibaut Cuvelier ⋅ Bruno De Backer

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Dynamic Stratified Contrastive Learning with Upstream Augmentation for MILP Branching

In Poster Session 3

Tongkai Lu ⋅ Shuai Ma ⋅ Chongyang Tao

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning-augmented Rent-or-Buy with a Sample

In Poster Session 3

Davidson Zhu ⋅ Sreenivas Gollapudi ⋅ Debmalya Panigrahi

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

RefineEvo: Planning-Guided Heuristic Evolution with Bidirectional Experience

In Poster Session 3

Yang Wu ⋅ Junran Pan ⋅ Yifan Zhang ⋅ Ning Xu ⋅ Fanshuo Zeng ⋅ Jian Cheng

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Simple Algorithms for Bad Triangle Transversals with Applications to Correlation Clustering

In Poster Session 3

Florian Adriaens ⋅ Nikolaj Tatti

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Unsupervised Neural Langevin Sampler for Mixed Integer Linear Programming

In Poster Session 3

Yixin Huang ⋅ Shengyu Feng ⋅ Yiming Yang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Local-Minima-Preserving Polynomial Relaxation of Ising Problems

In Poster Session 3

Debraj Banerjee ⋅ Santanu Mahapatra ⋅ Kunal Narayan Chaudhury

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

DynaSchedBench: Calibrated Dynamic Scheduling Benchmarks and Observability Paradox in LLM-based Scheduling Agents

In Poster Session 3

Shijie Cao ⋅ Yuan Yuan ⋅ Jing Liu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Unsupervised Diffusion for Combinatorial Optimization via Adjoint Matching

In Poster Session 3

Shengyu Feng ⋅ Tarun Suresh ⋅ Yiming Yang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Compact Conformal Subgraphs

In Poster Session 3

Sreenivas Gollapudi ⋅ Kostas Kollias ⋅ Kamesh Munagala ⋅ Aravindan Vijayaraghavan

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Problem Distributions as Tasks: Repurposing Meta Learning for Generative Combinatorial Optimization towards Multi-task Pretrain and Adaptation

In Poster Session 3

Wenzheng Pan ⋅ Jiale Ma ⋅ Nuoyan Chen ⋅ Yang Li ⋅ Junchi Yan

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: Neural Approximation Is Rarely Justified for Hard Combinatorial Problems

In Poster Session 3

Pritish Chakraborty ⋅ Indradyumna Roy ⋅ Soumen Chakrabarti ⋅ Abir De

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning-Augmented Scalable Linear Assignment Problem Optimization via Neural Dual Warm-Starts

In Poster Session 3

Ilay Yavlovich ⋅ Jad Agbaria ⋅ Jose Yallouz ⋅ Muhamed Mhamed ⋅ Nir Weinberger

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

URS: A Unified Neural Routing Solver for Cross-Problem Zero-Shot Generalization

In Poster Session 3

Changliang Zhou ⋅ Canhong Yu ⋅ Shunyu Yao ⋅ Xi Lin ⋅ Zhenkun Wang ⋅ Yu Zhou ⋅ Qingfu Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Neural QAOA$^2$: Differentiable Joint Graph Partitioning and Parameter Initialization for Quantum Combinatorial Optimization

In Poster Session 3

Zubin Zheng ⋅ Jiahao Wu ⋅ Shengcai Liu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning Permutation from Structure Without Supervision

In Poster Session 3

Ran Eisenberg ⋅ Ofir Lindenbaum

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

RouteFinder: Towards Foundation Models for Vehicle Routing Problems

In Poster Session 3

Federico Berto ⋅ Chuanbo Hua ⋅ Nayeli Zepeda ⋅ André Hottung ⋅ Niels Wouda ⋅ Leon Lan ⋅ Junyoung Park ⋅ Kevin Tierney ⋅ Jinkyoo Park

[ URL] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

PathWise: Planning through World Model for Automated Heuristic Design via Self-Evolving LLMs

In Poster Session 3

Oguzhan Gungordu ⋅ Siheng Xiong ⋅ Faramarz Fekri

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Unsat Core Prediction through Polarity-Aware Representation Learning over Clause-Literal Hypergraphs

In Poster Session 3

Zhenchao Sun ⋅ Shuai Ma ⋅ Ping Lu ⋅ Chongyang Tao

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

LLM4Branch: Large Language Model for Discovering Efficient Branching Policies of Integer Programs

In Poster Session 3

Zhinan Hou ⋅ Xingchen Li ⋅ Yankai Zhang ⋅ Tianxun Li ⋅ Keyou You

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

RL-SPH: Learning to Achieve Feasible Solutions for Integer Linear Programs

In Poster Session 3

Tae-Hoon Lee ⋅ Min-Soo Kim

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Abductive Reasoning with Probabilistic Commonsense

In Poster Session 3

Joseph Cotnareanu ⋅ Chiara Roverato ⋅ Han Zhou ⋅ Didier Chételat ⋅ Yingxue Zhang ⋅ Mark Coates

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

A General Neural Backbone for Mixed-Integer Linear Optimization via Dual Attention

In Poster Session 3

Peixin Huang ⋅ Yaoxin Wu ⋅ Yining Ma ⋅ Cathy Wu ⋅ Wen Song ⋅ Wei Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

DisjunctiveNet: Neural Symbolic Learning via Differentiable Convexified Optimization Layers

In Poster Session 3

Shraman Pal ⋅ Can Li

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ECCO: Evidence-Driven Causal Reasoning for Compiler Optimization

In Poster Session 3

Haolin Pan ⋅ Lianghong Huang ⋅ Dong Jinyuan ⋅ Mingjie Xing ⋅ Yanjun Wu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Instance-Specific Approximation Ratios for Correlation Clustering and Max-Cut

In Poster Session 3

Sebastian Lüderssen ⋅ Ioana-Oriana Bercea ⋅ Stefan Neumann

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Optimal and Scalable MAPF via Multi-Marginal Optimal Transport and Schrödinger Bridges

In Poster Session 3

Usman A Khan ⋅ Joseph Durham

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Near-Universal Multiplicative Updates for Nonnegative Einsum Factorization

In Poster Session 3

John Hood ⋅ Aaron Schein

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Hierarchical Successor Representation for Robust Transfer

In Poster Session 3

Changmin Yu ⋅ Máté Lengyel

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: Multi-Agent Systems Should Prioritize Concurrency Control

In Poster Session 3

Xin Yang ⋅ Letian Li ⋅ Zimo Ji ⋅ Terry Zhang ⋅ Wenyuan Jiang

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Offline Multi-Agent Reinforcement Learning via Sequential Score Decomposition

In Poster Session 3

Dan Qiao ⋅ Wenhao Li ⋅ Shanchao Yang ⋅ Hongyuan Zha ⋅ Baoxiang Wang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

HPS: Hyperspherical Parameter Sharing for Efficient Multi-Agent Reinforcement Learning

In Poster Session 3

Hu Fu ⋅ Pengyi Li ⋅ Hao Chen ⋅ Xuanyu Xiang ⋅ Biao Luo ⋅ Yihua Tan

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Towards Complete Multi-Agent Coordination Policy Learning via Denoising Maximum Entropy Optimization

In Poster Session 3

Guanghao Li ⋅ lei yuan ⋅ Ruiqi Xue ⋅ Hengchang Zhang ⋅ Jianhong Wang ⋅ Yi-Chen Li ⋅ Yang Yu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Fault Tolerant Multi-Agent Learning with Adversarial Budget Constraints

In Poster Session 3

David Mguni ⋅ Yaqi Sun ⋅ Haojun Chen ⋅ Wanrong Yang ⋅ Amir Darabi ⋅ Larry Orimoloye ⋅ Yaodong Yang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Unsupervised Partner Design Enables Robust Ad-hoc Teamwork

In Poster Session 3

Constantin Ruhdorfer ⋅ Matteo Bortoletto ⋅ Victor Oei ⋅ Anna Penzkofer ⋅ Andreas Bulling

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

LLM-Guided Communication for Cooperative Multi-Agent Reinforcement Learning

In Poster Session 3

Seungyul Han ⋅ Sangjun Bae ⋅ Yisak Park ⋅ Sanghyeon Lee

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Moving Out: Physically-grounded Human-AI Collaboration

In Poster Session 3

Xuhui Kang ⋅ Sung-Wook Lee ⋅ Haolin Liu ⋅ Yuyan Wang ⋅ Yen-Ling Kuo

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Factored Value Functions for Graph-Based Multi-Agent Reinforcement Learning

In Poster Session 3

Ahmed Rashwan ⋅ Keith Briggs ⋅ Chris Budd ⋅ Lisa Kreusser

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ReSeek: A Self-Correcting Framework for Search Agents with Instructive Rewards

In Poster Session 3

Shiyu Li ⋅ Yifan Wang ⋅ Peiming Li ⋅ Zheng Wei ⋅ Yang Tang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Scaling Multi-Agent Environment Co-Design with Diffusion Models

In Poster Session 3

Hao Xiang Li ⋅ Michael Amir ⋅ Amanda Prorok

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

PADD: Path-Aligned Decompression Distillation for Non-Router Teacher to Guide MoE Student Learning

In Poster Session 3

Xinyue Peng ⋅ Yi Qian ⋅ Jiaojiao Lin ⋅ Wenjian Shao ⋅ Yanming Liu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: Solipsistic superintelligence is unlikely to be cooperative

In Poster Session 3

Rakshit Trivedi ⋅ Natasha Jaques ⋅ Logan Cross ⋅ Alexander Vezhnevets ⋅ Joel Z Leibo

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Position: Artificial Intelligence Needs Meta Intelligence - the Case for Metacognitive AI

In Poster Session 3

Sergei Chuprov ⋅ Richard Lange ⋅ Leon Reznik ⋅ Paulo Shakarian ⋅ Raman Zatsarenko ⋅ Dmitrii Korobeinikov

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

CooT: Learning to Coordinate In-Context with Coordination Transformers

In Poster Session 3

Huai-Chih Wang ⋅ Hsiang-Chun Chuang ⋅ Hsi-Chun Cheng ⋅ Dai-Jie Wu ⋅ Shao-Hua Sun

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Sparse Topology-Aware Pairwise Scoring for Large-Scale Multi-Agent Reinforcement Learning

In Poster Session 3

Zhibo Deng ⋅ Feng Liang ⋅ Yong Zhang ⋅ Xiaoxi Zhang ⋅ Xiping Hu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

NAVIGATE: Evaluating Visual-Guided Search Decision-Making on the Open Web

In Poster Session 3

YaoQi Fan ⋅ Zhe Chen ⋅ Wei Zhu ⋅ Kangxin Yin ⋅ Yangzhou Liu ⋅ Yue Cao ⋅ Zhi Zhu ⋅ Tong Lu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Vulnerable Agent Identification in Large-Scale Multi-Agent Reinforcement Learning

In Poster Session 3

Simin Li ⋅ Zihao Mao ⋅ Zheng Yuwei ⋅ Linhao Wang ⋅ Ruixiao Xu ⋅ Chengdong Ma ⋅ Zhiqian Liu ⋅ Xin Yu ⋅ Yuqing Ma ⋅ Xin Wang ⋅ Jie Luo ⋅ Bo An ⋅ Yaodong Yang ⋅ Weifeng Lv ⋅ Xianglong Liu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Role-Level Inductive Bias for Cross-Task Generalization in Multi-Agent Reinforcement Learning

In Poster Session 3

Chang Yao ⋅ Youfang Lin ⋅ Shoucheng Song ⋅ Hao Wu ⋅ Shengkun Yang ⋅ Yuqing Ma ⋅ Kai Lv

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Offline Multi-agent Continual Cooperation via Skill Partition and Reuse

In Poster Session 3

Yuchen Xiao ⋅ lei yuan ⋅ Ruiqi Xue ⋅ Tieyue Yin ⋅ Yang Yu

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Automata-Conditioned Cooperative Multi-Agent Reinforcement Learning

In Poster Session 3

Beyazit Yalcinkaya ⋅ Marcell Vazquez-Chanlatte ⋅ Ameesh Shah ⋅ Hanna Krasowski ⋅ Sanjit Seshia

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Decentralized and Disentangled Task–Role Representation Learning for Generalizable Offline Multi-Agent Meta Reinforcement Learning

In Poster Session 3

lei yuan ⋅ Ruiqi Xue ⋅ Yang Yu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Diffusing to Coordinate: Efficient Online Multi-Agent Diffusion Policies

In Poster Session 3

Zhuoran Li ⋅ Hai Zhong ⋅ Xun Wang ⋅ Qingxin Xia ⋅ Lihua Zhang ⋅ Longbo Huang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Watermarking Graph Neural Networks via Explanations for Ownership Protection

In Poster Session 3

Jane Downer ⋅ Yingdan Shi ⋅ Ziyan Liu ⋅ Ren Wang ⋅ Binghui Wang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Concept Concentration for Faithful Representation Intervention

In Poster Session 3

Hongzheng Yang ⋅ Yongqiang Chen ⋅ Zeyu Qin ⋅ Tongliang Liu ⋅ Chaowei Xiao ⋅ Kun Zhang ⋅ Bo Han

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: In Defense of Information Leakage in Concept-based Models

In Poster Session 3

Mateo Espinosa Zarlenga

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

The Assistant Axis: Situating and Stabilizing the Default Persona of Language Models

In Poster Session 3

Christina Lu ⋅ Jack Gallagher ⋅ Jonathan Michala ⋅ Kyle Fish ⋅ Jack Lindsey

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Sem-Detect: Semantic Level Detection of AI Generated Peer-Reviews

In Poster Session 3

André Duarte ⋅ Brian Tufts ⋅ Aditya Oke ⋅ Fei Fang ⋅ Arlindo Oliveira ⋅ Lei Li

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Token-Efficient Change Detection in LLM APIs

In Poster Session 3

Timothee Chauvin ⋅ Clément Lalanne ⋅ Erwan Le Merrer ⋅ Jean-Michel Loubes ⋅ Francois Taiani ⋅ Gilles Tredan

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

RAIGen: Rare Attribute Identification in Text-to-Image Generative Models

In Poster Session 3

Silpa Vadakkeeveetil Sreelatha ⋅ Dan Wang ⋅ Serge Belongie ⋅ Muhammad Awais ⋅ Anjan Dutta

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Biases in the Blind Spot: Detecting What LLMs Fail to Mention

In Poster Session 3

Iván Arcuschin ⋅ David Chanin ⋅ Adrià Garriga-Alonso ⋅ Oana-Maria Camburu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Sparse but Wrong: Incorrect L0 Leads to Incorrect Features in Sparse Autoencoders

In Poster Session 3

David Chanin ⋅ Adrià Garriga-Alonso

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Telescope: Improving Zero Shot Detection of LLM Generated Content By Measuring Token Repetition Probability

In Poster Session 3

Joshua Cooper ⋅ Christopher Nassif

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

A Distributional View for Visual Mechanistic Interpretability: KL-Minimal Soft-Constraint Principle

In Poster Session 3

Guancheng Zhou ⋅ Yisi Luo ⋅ Zhengfu He ⋅ Zhenyu Jin ⋅ Xuyang Ge ⋅ Wentao Shu ⋅ Deyu Meng ⋅ Xipeng Qiu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Do Natural Language Interpretability Methods Convey Privileged Information?

In Poster Session 3

Millicent Li ⋅ Alberto Mario Ceballos Arroyo ⋅ Giordano Rogers ⋅ Naomi Saphra ⋅ Byron Wallace

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Evaluating and Steering Modality Preferences in Multi-modal LLMs

In Poster Session 3

Yu Zhang ⋅ Jinlong Ma ⋅ Yongshuai Hou ⋅ Xuefeng Bai ⋅ Kehai Chen ⋅ Yang Xiang ⋅ Jun Yu ⋅ Min zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Dual Mechanisms of Value Expression: Intrinsic vs. Prompted Values in Large Language Models

In Poster Session 3

Jongwook Han ⋅ Jongwon Lim ⋅ Injin Kong ⋅ Yohan Jo

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

LLM Self-Recognition: Steering and Retrieving Activation Signatures

In Poster Session 3

Thibaud Ardoin ⋅ Jonas Schäfer ⋅ Gerhard Wunder

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Decomposing Query-Key Feature Interactions Using Contrastive Covariances

In Poster Session 3

Andrew Lee ⋅ Yonatan Belinkov ⋅ Fernanda Viégas ⋅ Martin Wattenberg

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Certified Circuits: Stability Guarantees for Mechanistic Circuits

In Poster Session 3

Alaa Anani ⋅ Tobias Lorenz ⋅ Bernt Schiele ⋅ Mario Fritz ⋅ Jonas Fischer

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Dimensional Collapse in Transformer Attention Outputs: A Challenge for Sparse Dictionary Learning

In Poster Session 3

Junxuan Wang ⋅ Xuyang Ge ⋅ Wentao Shu ⋅ Zhengfu He ⋅ Xipeng Qiu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

SVD as a Fast Interpretability Method for Transformers

In Poster Session 3

Min Xue ⋅ Artur Andrzejak

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Query Circuits: Explaining How Language Models Answer User Prompts

In Poster Session 3

Tung-Yu Wu ⋅ Fazl Barez

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

At the Edge of Understanding: Sparse Autoencoders Trace The Limits of Transformer Generalization

In Poster Session 3

Praneet Suresh ⋅ Jack Stanley ⋅ Sonia Joseph ⋅ Luca Scimeca ⋅ Danilo Bzdok

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

C$^{2}$R: Cross-sample Consistency Regularization Mitigates Feature Splitting and Absorption in Sparse Autoencoders

In Poster Session 3

Haoran Jin ⋅ Xiting Wang ⋅ Shijie Ren ⋅ Hong Xie ⋅ Defu Lian

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Block-wise Codeword Embedding for Reliable Multi-bit Text Watermarking

In Poster Session 3

Joeun Kim ⋅ HoEun Kim ⋅ Dongsup Jin ⋅ Young-Sik Kim

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Selective Disclosure Watermarking for Large Language Models

In Poster Session 3

Xuyang Chen ⋅ Xiang Li ⋅ Yangxinyu Xie ⋅ Qi Long

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Learning a Generative Meta-Model of LLM Activations

In Poster Session 3

Grace Luo ⋅ Jiahai Feng ⋅ Trevor Darrell ⋅ Alec Radford ⋅ Jacob Steinhardt

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Probing Cross-modal Information Hubs in Audio-Visual LLMs

In Poster Session 3

Jihoo Jung ⋅ Chaeyoung Jung ⋅ Ji-Hoon Kim ⋅ Joon Son Chung

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

The ACE Protocol: Operationalizing Language Model Activations for Better Calibration and Utility

In Poster Session 3

Nishant Subramani ⋅ Palash Goyal ⋅ Yiwen Song ⋅ Mani Malek ⋅ Yuan Xue ⋅ Tomas Pfister ⋅ Hamid Palangi

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Domain Restriction via SAE Multi-Layer Transitions

In Poster Session 3

Elias Shaheen ⋅ Avi Mendelson

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Selective Concept Bottleneck Models Without Predefined Concepts

In Poster Session 3

Simon Schrodi ⋅ Julian Schur ⋅ Max Argus ⋅ Thomas Brox

[ Poster] [ URL] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

How Language Models Process Negation

In Poster Session 3

Zhejian Zhou ⋅ Tianyi Zhou ⋅ Robin Jia ⋅ Jonathan May

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Tracing the Persona Circuit: How Large Language Models Encode and Express Character Traits

In Poster Session 3

Guanzheng Qin ⋅ Chenghao Sun ⋅ Zhining Xie ⋅ Xinmei Tian

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Interpreting and Enhancing Emotional Circuits in Large Vision-Language Models via Cross-Modal Information Flow

In Poster Session 3

Chengsheng Zhang ⋅ Chenghao Sun ⋅ Zhining Xie ⋅ Xinmei Tian

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Hidden in Plain Tokens: Simply Robust, Gradient-Free Watermark for Synthetic Audio

In Poster Session 3

Georgios Milis ⋅ Yubin Qin ⋅ Yihan Wu ⋅ Heng Huang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Position: Hallucinations Undermine Trust; Metacognition is a Way Forward

In Poster Session 3

Gal Yona ⋅ Mor Geva ⋅ Yossi Matias

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Base Models Know How to Reason, Thinking Models Learn When

In Poster Session 3

Constantin Venhoff ⋅ Iván Arcuschin ⋅ Phil Torr ⋅ Arthur Conmy ⋅ Neel Nanda

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: Uncertainty Quantification in LLMs is Just Unsupervised Clustering

In Poster Session 3

Tiejin Chen ⋅ Longchao Da ⋅ Xiaoou Liu ⋅ Hua Wei

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Old Habits Die Hard: How Conversational History Geometrically Traps LLMs

In Poster Session 3

Adi Simhi ⋅ Fazl Barez ⋅ Martin Tutek ⋅ Yonatan Belinkov ⋅ Shay Cohen

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Textual Supervision Enhances Geospatial Representations in Vision-Language Models

In Poster Session 3

Marcelo Sartori Locatelli ⋅ Fernando Tonucci ⋅ Jea Kwon ⋅ Luiz Felipe Vecchietti ⋅ Bryan Nathanael Wijaya ⋅ Cheng Yaw Low ⋅ Virgilio Almeida ⋅ MEEYOUNG CHA

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Mitigating Visual Hallucinations via Semantic Curriculum Preference Optimization in MLLMs

In Poster Session 3

Yuanshuai Li ⋅ Yuping Yan ⋅ Junfeng Tang ⋅ Zeqi Zheng ⋅ Yaochu Jin

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

MoCo-EA: Exploiting Adversarial Mode Connectivity for Efficient Evolutionary Attacks

In Poster Session 3

Hyo Seo Kim ⋅ Gang Luo ⋅ Can Chen ⋅ Binghui Wang ⋅ Yue Duan ⋅ Ren Wang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Position: LLM-Based Social Simulations Require a Boundary

In Poster Session 3

Zengqing Wu ⋅ Run Peng ⋅ Takayuki Ito ⋅ Makoto Onizuka ⋅ Chuan Xiao

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Position: We Need Large Language Models Optimized For Our Well-Being

In Poster Session 3

Ashton Anderson ⋅ Harsh Kumar ⋅ Louis Tay ⋅ Karina Vold

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Position: We Need A Unified Definition of Hallucination (It’s The World Model, Stupid!)

In Poster Session 3

Emmy Liu ⋅ Varun Prashant Gangal ⋅ Chelsea Zou ⋅ Michael Yu ⋅ Xiaoqi Huang ⋅ Alex Chang ⋅ Zhuofu Tao ⋅ Karanpartap Singh ⋅ Sachin Kumar ⋅ Steven Feng

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Distributional Open-Ended Evaluation of LLM Cultural Value Alignment Based on Value Codebook

In Poster Session 3

Jaehyeok Lee ⋅ Xiaoyuan Yi ⋅ Jing Yao ⋅ Hyunjin Hwang ⋅ Roy Lee ⋅ Xing Xie ⋅ JinYeong Bak

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Revisiting Robustness for LLM Safety Alignment via Selective Geometry Control

In Poster Session 3

Yonghui Yang ⋅ Wenjian Tao ⋅ Jilong Liu ⋅ Xingyu Zhu ⋅ Junfeng Fang ⋅ Huang Weibiao ⋅ Le Wu ⋅ Richang Hong ⋅ Tat-Seng Chua

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: Scale is a False Promise for Endangered Languages

In Poster Session 3

Ivory Yang ⋅ Soroush Vosoughi

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Position: Anthropomorphic Misalignment Research Needs Stronger Evidence

In Poster Session 3

Vansh Gupta ⋅ Peter Nutter ⋅ Samuel Stante ⋅ Andreas Krause ⋅ Florian Tramer ⋅ Lukas Fluri ⋅ Xin Chen ⋅ Anna Hedström

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Expectation Alignment of Language Models for Real-World User Expectations

In Poster Session 3

Miaomiao Li ⋅ Yang Wang ⋅ Bin Liang ⋅ Shudong Liu ⋅ Zhiwei Zhang ⋅ Kam-Fai Wong

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Toward Culturally Aligned LLMs through Ontology-Guided Multi-Agent Reasoning

In Poster Session 3

Wonduk Seo ⋅ Wonseok Choi ⋅ Junseo Koh ⋅ Juhyeon Lee ⋅ Hyunjin An ⋅ Minhyeong Yu ⋅ Jian Park ⋅ Qingshan Zhou ⋅ Seunghyun lee ⋅ Yi Bu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Capability-Oriented Training Induced Alignment Risk

In Poster Session 3

Yujun Zhou ⋅ Yue Huang ⋅ Han Bao ⋅ kehan guo ⋅ Zhenwen Liang ⋅ Pin-Yu Chen ⋅ Tian Gao ⋅ Werner Geyer ⋅ Nuno Moniz ⋅ Nitesh Chawla ⋅ Xiangliang Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Discovering Implicit Large Language Model Alignment Objectives

In Poster Session 3

Edward Chen ⋅ Sanmi Koyejo ⋅ Carlos Guestrin

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Towards Disentangled Preference Optimization Dynamics

In Poster Session 3

Wei Chen ⋅ Yubing Wu ⋅ Junmei Yang ⋅ Delu Zeng ⋅ Qibin Zhao ⋅ John Paisley ⋅ Min Chen ⋅ Zhou Wang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Conflict-Aware Adaptive Alignment for LLM Hallucination Mitigation

In Poster Session 3

Ruohan Zong ⋅ Yang Zhang ⋅ Wang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

VALUEFLOW: Toward Pluralistic and Steerable Value-based Alignment in Large Language Models

In Poster Session 3

Woojin Kim ⋅ Sieun Hyeon ⋅ Jusang Oh ⋅ Jaeyoung Do

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Toward Stable Value Alignment: Introducing Independent Modules for Consistent Value Guidance

In Poster Session 3

Wenhao Chen ⋅ Sirui Sun ⋅ Shengyuan Bai ⋅ Guojie Song

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

When Actions Go Off-Task: Detecting and Correcting Misaligned Actions in Computer-Use Agents

In Poster Session 3

Yuting Ning ⋅ Jaylen Jones ⋅ Zhehao Zhang ⋅ Chentao Ye ⋅ Weitong Ruan ⋅ Junyi Li ⋅ Rahul Gupta ⋅ Huan Sun

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Transitivity Meets Cyclicity: Explicit Preference Decomposition for Dynamic Large Language Model Alignment

In Poster Session 3

Yucong Huang ⋅ Xiucheng Li ⋅ Kaiqi Zhao ⋅ Jing Li

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

The Realignment Problem: When Right becomes Wrong in LLMs

In Poster Session 3

Aakash Sen Sharma ⋅ Debdeep Sanyal ⋅ Manodeep Ray ⋅ Vivek Srivastava ⋅ Shirish Karande ⋅ Murari Mandal

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

How RLHF Amplifies Sycophancy

In Poster Session 3

Itai Shapira ⋅ Gerdus Benade ⋅ Ariel Procaccia

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

MESA: Improving MoE Safety Alignment via Decentralized Expertise

In Poster Session 3

Yitong Sun ⋅ Yao Huang ⋅ Teng Li ⋅ Ranjie Duan ⋅ Yichi Zhang ⋅ Xingjun Ma ⋅ Hui Xue' ⋅ Xingxing Wei

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Corrigibility Transformation: Constructing Goals That Accept Updates

In Poster Session 3

Rubi Hudson

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Split Personality Training: Revealing Latent Knowledge Through Alternate Personalities

In Poster Session 3

Florian Dietz ⋅ William Wale ⋅ Oscar Gilg ⋅ Robert McCarthy ⋅ Felix Michalak ⋅ Gustavo Danon ⋅ Miguelito De Guzman ⋅ Dietrich Klakow

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Simultaneous Multi-objective Alignment Across Verifiable and Non-verifiable Rewards

In Poster Session 3

Yiran Shen ⋅ Yu Xia ⋅ Jonathan Chang ⋅ Prithviraj Ammanabrolu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

The Secret Engine Behind RLHF: It's Contarstive Learning All Along

In Poster Session 3

Xufei Lv ⋅ Kehai Chen ⋅ Haoyuan Sun ⋅ Xuefeng Bai ⋅ Min zhang ⋅ Houde Liu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Position: LLMs Should Incorporate Explicit Mechanisms for Human Empathy

In Poster Session 3

Xiaoxing You ⋅ Qiang Huang ⋅ Jun Yu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

GenAlign: Towards Unified Alignment Framework of MLLMs via Generative Reward Model

In Poster Session 3

Jingyu Zhang ⋅ Kun Yang ⋅ Ming Wen ⋅ jiawei zhao ⋅ Yuxuan Liu ⋅ Zhuoer Xu ⋅ shiwen cui

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

IRIS: Implicit Reward-Guided Internal Sifting for Mitigating Multimodal Hallucination

In Poster Session 3

Yuanshuai Li ⋅ Yuping Yan ⋅ Jirui Han ⋅ Fei Ming ⋅ Lingjuan Lyu ⋅ Yaochu Jin

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Automatically Finding Reward Model Biases

In Poster Session 3

Atticus Wang ⋅ Iván Arcuschin ⋅ Arthur Conmy

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Greedy Coordinate Diffusion: Effective and Semantically Coherent Adversarial Attacks via Diffusion Guidance

In Poster Session 3

Bohdan Turbal ⋅ Blossom Metevier ⋅ Max Springer ⋅ Aleksandra Korolova

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Eyes-on-Me: Scalable RAG Poisoning through Transferable Attention-Steering Attractors

In Poster Session 3

Yen-Shan Chen ⋅ Sian-Yao Huang ⋅ Cheng-Lin Yang ⋅ Yun-Nung Chen

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

STARE: Step-wise Temporal Alignment and Red-teaming Engine for Multi-modal Toxicity Attack

In Poster Session 3

Xutao Mao ⋅ Liangjie Zhao ⋅ Liutao ⋅ Xiang Zheng ⋅ Hongying Zan ⋅ Cong Wang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

The Obfuscation Atlas: Mapping Where Honesty Emerges in RLVR with Deception Probes

In Poster Session 3

Mohammad Taufeeque ⋅ Stefan Heimersheim ⋅ Adam Gleave ⋅ Chris Cundy

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Towards Functional Correctness of Large Code Models with Selective Generation

In Poster Session 3

Jaewoo Jeong ⋅ Taesoo Kim ⋅ Sangdon Park

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Meerkat-VL: Implicit Risk Safety Alignment in Multimodal LLMs via Perceptual Reasoning and Self-Verification

In Poster Session 3

Peicheng Zhou ⋅ Chuanbin Liu ⋅ Shancheng Fang ⋅ Bowei Pu ⋅ Yiwei Sun ⋅ Zhangchi Hu ⋅ Hongtao Xie

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

CoT is Not the Chain of Truth: An Empirical Internal Analysis of Reasoning LLMs for Fake News Generation

In Poster Session 3

Zhao Tong ⋅ Chunlin Gong ⋅ Yiping Zhang ⋅ Haichao Shi ⋅ Qiang Liu ⋅ Xingcheng Xu ⋅ Shu Wu ⋅ Xiao-Yu Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Securing Multimodal AI through Internal Information Decomposition

In Poster Session 3

Jehyeok Yeon ⋅ Hyeonjeong Ha ⋅ Qiusi Zhan ⋅ Heng Ji

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Debate with Images: Detecting Deceptive Behaviors in Multimodal Large Language Models

In Poster Session 3

Sitong Fang ⋅ Shiyi Hou ⋅ Kaile Wang ⋅ Boyuan Chen ⋅ Donghai Hong ⋅ Jiayi Zhou ⋅ Juntao Dai ⋅ Yaodong Yang ⋅ Jiaming Ji

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SARSteer: Safeguarding Large Audio Language Models via Safe-Ablated Refusal Steering

In Poster Session 3

Weilin Lin ⋅ Jianze Li ⋅ Hui Xiong ⋅ Li Liu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

REALISTA: Realistic Latent Adversarial Attacks that Elicit LLM Hallucinations

In Poster Session 3

Buyun Liang ⋅ Jinqi Luo ⋅ Liangzu Peng ⋅ Kwan Ho Ryan Chan ⋅ Darshan Thaker ⋅ Kaleab Kinfu ⋅ Fengrui Tian ⋅ Hamed Hassani ⋅ Rene Vidal

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Dismantling Pathological Shortcuts: A Causal Framework for Faithful LVLM Decoding

In Poster Session 3

Liu Yu ⋅ Can Chen ⋅ PING KUANG ⋅ Zhikun Feng ⋅ Fan Zhou ⋅ Gillian Dobbie

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Proactive Defense Benchmark against Deepfake Generation

In Poster Session 3

Joonhyuk Baek ⋅ Wonjune Seo ⋅ Jae-yun Kim ⋅ Saerom Park ⋅ Hoki Kim

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

CoopEval: Benchmarking Cooperation-Sustaining Mechanisms and LLM Agents in Social Dilemmas

In Poster Session 3

Emanuel Tewolde ⋅ Xiao Zhang ⋅ David Guzman Piedrahita ⋅ Vincent Conitzer ⋅ Zhijing Jin

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Monitoring Monitorability

In Poster Session 3

Melody Guan ⋅ Miles Wang ⋅ Micah Carroll ⋅ Zehao Dou ⋅ Annie Wei ⋅ Marcus Williams ⋅ Benjamin Arnav ⋅ Joost Huizinga ⋅ Ian Kivlichan ⋅ Amelia Glaese ⋅ Jakub Pachocki ⋅ Bowen Baker

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Faithful Mobile GUI Agents with Guided Advantage Estimator

In Poster Session 3

Haowen Hu ⋅ Pengzhou Cheng ⋅ Zheng Wu ⋅ Lingzhong Dong ⋅ Gongshen Liu ⋅ Zhuosheng Zhang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Reflector: Internalizing Step-wise Reflection against Indirect Jailbreaks

In Poster Session 3

Jiachen Ma ⋅ Jiawen Zhang ⋅ Xiangtian Li ⋅ Bo Zou ⋅ Chaochao Lu ⋅ Chao Yang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: Safe AI Should be Resistant and Resilient in an Evolving World

In Poster Session 3

Youbang Sun ⋅ Xiang Wang ⋅ Jie Fu ⋅ Chaochao Lu ⋅ Bowen Zhou

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: Academic Conferences are Potentially Facing Denominator Gaming Caused by Fully Automated Scientific Agents

In Poster Session 3

Rong Shan ⋅ Te Gao ⋅ Hang Zheng ⋅ Yunjia Xi ⋅ Jiachen Zhu ⋅ Zeyu Zheng ⋅ Yong Yu ⋅ Weinan Zhang ⋅ Jianghao Lin

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Exploration Hacking: LLMs Can Learn to Resist RL Training

In Poster Session 3

Eyon Jang ⋅ Damon Falck ⋅ Joschka Cedric Braun ⋅ Nathalie Kirch ⋅ Achyutha Menon ⋅ Perusha Moodley ⋅ Scott Emmons ⋅ Roland S. Zimmermann ⋅ David Lindner

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Reasoning Models Struggle to Control their Chains of Thought

In Poster Session 3

Chen Yueh-Han ⋅ Robert McCarthy ⋅ Bruce W. Lee ⋅ He He ⋅ Micah Carroll ⋅ Tomek Korbak

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

OpenDeception: Learning Deception and Trust in Human–AI Interaction via Multi-Agent Simulation

In Poster Session 3

Yichen Wu ⋅ Qianqian Gao ⋅ Xudong Pan ⋅ Geng Hong ⋅ Min Yang

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

How to Avoid Debate: Scalable AI Safety via Doubly-Efficient Interactive Proofs

In Poster Session 3

Liyan Chen ⋅ Zoe Xi ⋅ Yael Kalai

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

How does information access affect LLM monitors' ability to detect sabotage?

In Poster Session 3

Rauno Arike ⋅ Raja Moreno ⋅ Rohan Subramani ⋅ Shubhorup Biswas ⋅ Francis Rhys Ward

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

More Sail than Ballast: Addressing Harmful Knowledge Leakage in the Expansive Reasoning Space of LRMs

In Poster Session 3

Qibing Ren ⋅ Xinhao Song ⋅ Ke Fan ⋅ Lijun Li ⋅ Zhanpeng Zhou ⋅ Gongshen Liu ⋅ Junchi Yan ⋅ Lizhuang Ma ⋅ Jing Shao

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

MultiBreak: A Scalable and Diverse Multi-turn Jailbreak Benchmark for Evaluating LLM Safety

In Poster Session 3

Jialin Song ⋅ Xiaodong Liu ⋅ Weiwei Yang ⋅ Wuyang Chen ⋅ Mingqian Feng ⋅ Xuekai Zhu ⋅ Jianfeng Gao

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents

In Poster Session 3

Xu Li ⋅ Simon Yu ⋅ Minzhou Pan ⋅ Yiyou Sun ⋅ Bo Li ⋅ Dawn Song ⋅ Xue Lin ⋅ Weiyan Shi

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: Child Safety Necessitates New Approaches to AI Safety

In Poster Session 3

Neil Kale ⋅ Rebecca Portnoff ⋅ Pratiksha Thaker ⋅ Michael Simpson ⋅ Robertson Wang ⋅ Kevin Kuo ⋅ Chhavi Yadav ⋅ Virginia Smith

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Risk Awareness Injection: Calibrating Vision-Language Models for Safety without Compromising Utility

In Poster Session 3

Mengxuan Wang ⋅ Yuxin Chen ⋅ Gang Xu ⋅ Tao He ⋅ hongjie jiang ⋅ Ming Li

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning Efficient Guardrails for Compliance

In Poster Session 3

Xiaofei Wen ⋅ Wenjie Mo ⋅ Yanan Xie ⋅ Peng Qi ⋅ Muhao Chen

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: Safe Models Do Not Guarantee Safe Societies: The Case for Sociopolitical Risk

In Poster Session 3

David Guzman Piedrahita ⋅ Dave Banerjee ⋅ Changling Li ⋅ Terry Zhang ⋅ Kevin Blin ⋅ Samuel Simko ⋅ Punya Pandey ⋅ Irene Strauss ⋅ Rada Mihalcea ⋅ Bernhard Schölkopf ⋅ Zhijing Jin

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Are Your Agents Upward Deceivers?

In Poster Session 3

Dadi Guo ⋅ Qingyu Liu ⋅ Dongrui Liu ⋅ Qihan Ren ⋅ Shuai Shao ⋅ Tianyi Qiu ⋅ Haoran Li ⋅ Yi Fung ⋅ Zhongjie Ba ⋅ Juntao Dai ⋅ Jiaming Ji ⋅ Zhikai Chen ⋅ Jialing Tao ⋅ Yaodong Yang ⋅ Jing Shao ⋅ Xia Hu

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Who Evaluates AI's Social Impacts? Mapping Coverage and Gaps in First and Third Party Evaluations

In Poster Session 3

Anka Reuel ⋅ Avijit Ghosh ⋅ Jenny Chim ⋅ Andrew Tran ⋅ Yanan Long ⋅ Jennifer Mickel ⋅ Usman Gohar ⋅ Srishti Yadav ⋅ Pawan Sasanka Ammanamanchi ⋅ Mowafak Allaham ⋅ Hossein A. Rahmani ⋅ Mubashara Akhtar ⋅ Felix Friedrich ⋅ Robert Scholz ⋅ Michael Riegler ⋅ Jan Batzner ⋅ Eliya Habba ⋅ Arushi Saxena ⋅ Anastassia Kornilova ⋅ Kevin Wei ⋅ Prajna Soni ⋅ Yohan Mathew ⋅ Kevin Klyman ⋅ Jeba Sania ⋅ Subramanyam Sahoo ⋅ Olivia B Bruvik ⋅ Pouya Sadeghi ⋅ Sujata Goswami ⋅ Angelina Wang ⋅ Yacine Jernite ⋅ Zeerak Talat ⋅ Stella Biderman ⋅ Mykel Kochenderfer ⋅ Sanmi Koyejo ⋅ Irene Solaiman

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: Accountable Deployment of Agentic AI Demands Layered, System-Level Interpretability

In Poster Session 3

Judy Zhu ⋅ Dhari Gandhi ⋅ Ahmad Mianroodi ⋅ Dhanesh Ramachandram ⋅ Sedef Akinli Kocak ⋅ shaina raza

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

When Embedding-Based Defenses Fail: Rethinking Safety in LLM-Based Multi-Agent Systems

In Poster Session 3

Lingxi Zhang ⋅ Guangtao Zheng ⋅ Hanjie Chen

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Metis: Learning to Jailbreak LLMs via Self-Evolving Metacognitive Policy Optimization

In Poster Session 3

Huilin Zhou ⋅ Jian Zhao ⋅ Yilu Zhong ⋅ Zhen Liang ⋅ Xiuyuan Chen ⋅ Yuchen Yuan ⋅ Tianle Zhang ⋅ Chi Zhang ⋅ Lan Zhang ⋅ Xuelong Li

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Beyond External Monitors: Enhancing Transparency of Large Language Models for Easier Monitoring

In Poster Session 3

Guanxu Chen ⋅ Dongrui Liu ⋅ Tao Luo ⋅ Lijie Hu ⋅ Qihao Lin ⋅ Jing Shao

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: LLM Agents Are the Antidote to Walled Gardens

In Poster Session 3

Samuele Marro ⋅ Phil Torr

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Fleet: Few-Shots Lead Effective AIGI Detection

In Poster Session 3

Jiaan Wang ⋅ Sirui Liu ⋅ Yu Li ⋅ Kaiyuan Yang ⋅ Juan Cao ⋅ Sheng Tang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: AI Lock-In Is in Progress, and We Must Be Prepared

In Poster Session 3

Jaeho Kim ⋅ Seokhyun Lee ⋅ Jieun Lee ⋅ Changhee Lee

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: Bridge the Gaps between AI Development and Regulation

In Poster Session 3

Mansur Ali Khan ⋅ Mehmet Efe Akengin ⋅ Osman Salahuddin ⋅ Ahmad A. Rushdi

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Optimal Unconstrained Self-Distillation in Ridge Regression: Strict Improvements, Precise Asymptotics, and One-Shot Tuning

In Poster Session 3

Hien Dang ⋅ Pratik Patil ⋅ Alessandro Rinaldo

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

General Quantification of Covariate and Concept Shifts

In Poster Session 3

Hongbo Chen ⋅ Li Xia

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Theoretical Characterization of Generalization in Knowledge Distillation

In Poster Session 3

Xiangchao Li ⋅ Xiao Han ⋅ Qing Yang ⋅ Xin Tong

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Sharp Concentration Bounds for Vector Bundle-Valued Statistics on Manifolds

In Poster Session 3

Swagatam Das ⋅ Vaclav Snasel

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

A Statistical Framework for Analyzing Specification Resistance to Learnware-Inversion Risks

In Poster Session 3

Hao-Yi Lei ⋅ Zhi-Hao Tan ⋅ Zhi-Hua Zhou

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Error Propagation and Model Collapse in Diffusion Models: A Theoretical Study

In Poster Session 3

Naïl B. Khelifa ⋅ Richard E Turner ⋅ Ramji Venkataramanan

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Tightening the Score Matching Gap for Diffusion Models

In Poster Session 3

Benjamin Dupuis ⋅ Tyler Farghly ⋅ Maxime Haddouche ⋅ Alain Oliviero Durmus ⋅ Umut Simsekli

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Ideal Attribution and Faithful Watermarks for Language Models

In Poster Session 3

Min Jae Song ⋅ Kameron Shahabi

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Utility Boundary of Dataset Distillation: Scaling and Coverage Laws

In Poster Session 3

Zhengquan Luo ⋅ Zhiqiang Xu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Mixtures of geodesic factor analyzers on Riemannian homogeneous spaces

In Poster Session 3

Hengchao Chen ⋅ Yuanyao Tan ⋅ Chao Huang ⋅ Hongtu Zhu ⋅ Qiang Sun

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Revisiting Padded Transformer Expressivity: Which Architectural Choices Matter and Which Don't

In Poster Session 3

Anej Svete ⋅ William Merrill ⋅ Ryan Cotterell ⋅ Ashish Sabharwal

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Innovation: An Almost Characterization of Hallucination

In Poster Session 3

Nishant Pratim Das ⋅ Piyush Srivastava

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

What Makes a Strong Model? A Unified Spectral Analysis of Knowledge Transfer over High-dimensional Linear Regression

In Poster Session 3

Wendao Wu ⋅ Fangqing Zhang ⋅ Haihan Zhang ⋅ Cong Fang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Sobolev Regularized Score Difference Estimation in Diffusion Models

In Poster Session 3

Chenghan Xie ⋅ Jose Blanchet ⋅ Renyuan Xu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

A Noise Sensitivity Exponent Controls Large Statistical-to-Computational Gaps in Single- and Multi-Index Models

In Poster Session 3

Leonardo Defilippis ⋅ FLORENT KRZAKALA ⋅ Bruno Loureiro ⋅ Antoine Maillard

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Single-Head Attention in High Dimensions: A Theory of Generalization, Weights Spectra, and Scaling Laws

In Poster Session 3

Fabrizio Boncoraglio ⋅ Vittorio Erba ⋅ Emanuele Troiani ⋅ Yizhou Xu ⋅ FLORENT KRZAKALA ⋅ Lenka Zdeborova

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Fine-Tuning Without Forgetting In-Context Learning: A Theoretical Analysis of Linear Attention Models

In Poster Session 3

Chungpa Lee ⋅ Jy-yong Sohn ⋅ Kangwook Lee

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Semi-knockoffs: a model-agnostic conditional independence testing method with finite-sample guarantees

In Poster Session 3

Angel REYERO LOBO ⋅ Thirion Bertrand ⋅ Pierre Neuvial

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Asymptotically Fast Clebsch-Gordan Tensor Products with Vector Spherical Harmonics

In Poster Session 3

YuQing Xie ⋅ Ameya Daigavane ⋅ Mit Kotak ⋅ Tess Smidt

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

On The Variability Of Concept Activation Vectors

In Poster Session 3

Julia Wenkmann ⋅ Damien Garreau

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

An analytic theory of convolutional neural network inverse problems solvers

In Poster Session 3

Minh Hai Nguyen ⋅ Quoc Bao ⋅ Edouard Pauwels ⋅ Pierre Weiss

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

A Framework for Understanding Learnability in Transformers

In Poster Session 3

Blanka Kövér ⋅ Alexandra Butoi ⋅ Anej Svete ⋅ Michael Hahn ⋅ Ryan Cotterell

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

The Entropic Signature of Class Speciation in Diffusion Models

In Poster Session 3

Florian Handke ⋅ Dejan Stancevic ⋅ Felix Koulischer ⋅ Thomas Demeester ⋅ Luca Ambrogioni

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Demystifying LLM-as-a-Judge: Analytically Tractable Model for Inference-Time Scaling

In Poster Session 3

Indranil Halder ⋅ Cengiz Pehlevan

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Dynamics of neural scaling laws in random feature regression with powerlaw-distributed kernel eigenvalues

In Poster Session 3

Jakob Kramp ⋅ Javed Lindner ⋅ Moritz Helias

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

A unified theory of feature learning in RNNs and DNNs

In Poster Session 3

Jan Bauer ⋅ Kirsten Fischer ⋅ Moritz Helias ⋅ Agostina Palmigiano

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Foundations of Equivariant Deep Learning: Unifying Graph and Sheaf Neural Networks

In Poster Session 3

Yoshihiro Maruyama

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

A Geometry-Based View of Mahalanobis OOD Detection

In Poster Session 3

Denis Janiak ⋅ Jakub Binkowski ⋅ Tomasz Kajdanowicz

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Attention Implements the Fisher Geometry of Exponential Families

In Poster Session 3

Bodie Rubacher

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

On Minimum Depth and Width of Floating-Point Neural Networks for Representing Floating-Point Functions

In Poster Session 3

Sejun Park ⋅ Yeachan Park ⋅ Geonho Hwang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Likelihood Matching for Diffusion Models

In Poster Session 3

Lei Qian ⋅ Wu Su ⋅ Yanqi Huang ⋅ Song Chen

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

The Implicit Bias of Adam and Muon on Smooth Homogeneous Neural Networks

In Poster Session 3

Eitan Gronich ⋅ Gal Vardi

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Feature Resemblance: Towards a Theoretical Understanding of Analogical Reasoning in Transformers

In Poster Session 3

Ruichen Xu ⋅ Wenjing Yan ⋅ Angela Yingjun Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Muon in Associative Memory Learning: Training Dynamics and Scaling Laws

In Poster Session 3

Kaifei Wang ⋅ Binghui Li ⋅ Han Zhong ⋅ Pinyan Lu ⋅ Liwei Wang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Early Directional Convergence in Deep Homogeneous Neural Networks for Small Initializations

In Poster Session 3

Akshay Kumar ⋅ Jarvis Haupt

[ Poster] [ URL] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Finite-Width Neural Tangent Kernels from Feynman Diagrams

In Poster Session 3

Max Guillen ⋅ Philipp Misof ⋅ Jan Gerken

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Universal Learning of Nonlinear Dynamics

In Poster Session 3

Evan Dogariu ⋅ Anand Brahmbhatt ⋅ Elad Hazan

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

The Expressivity Limits of Transformers

In Poster Session 3

Maxime Meyer ⋅ Mario Michelessa ⋅ Caroline Chaux ⋅ Vincent Tan

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Training-Free Guided Diffusion for Planning: A Unified Framework via Doob’s h-Transform with Safety Guarantees

In Poster Session 3

Kenta Hoshino ⋅ Yashaswi Shashank Aluru ⋅ Xiyu Deng ⋅ Yorie Nakahira

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Reasoning about Reasoning: BAPO Bounds on Chain-of-Thought Token Complexity in LLMs

In Poster Session 3

Kiran Tomlinson ⋅ Tobias Schnabel ⋅ Adith Swaminathan ⋅ Jennifer Neville

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: The Turing-Completeness of Real-World Autoregressive Transformers Relies Heavily on Context Management

In Poster Session 3

Guanyu Cui ⋅ Zhewei Wei ⋅ Kun He

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Width Independent Bounds for the Local Lipschitz Constant of Deep Neural Networks at Random Initialization and after Lazy Training

In Poster Session 3

Apostolos Evangelidis ⋅ Felix Krahmer

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

The impact of LoRA on Oversmoothing $\colon$ Understanding Catastrophic Forgetting in Mean-Field Attention Dynamics

In Poster Session 3

Hugo Koubbi ⋅ Louis Hernandez ⋅ Matthieu Boussard

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Optimization, Generalization and Differential Privacy Bounds for Gradient Descent on Kolmogorov–Arnold Networks

In Poster Session 3

Puyu Wang ⋅ Junyu Zhou ⋅ Philipp Liznerski ⋅ Marius Kloft

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Geometric Entropy and Retrieval Phase Transitions in Continuous Thermal Dense Associative Memory

In Poster Session 3

Tatiana Petrova ⋅ Evgeny Polyachenko ⋅ Radu State

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Deep Incentive Design with Differentiable Equilibrium Blocks

In Poster Session 3

Vinzenz Thoma ⋅ Georgios Piliouras ⋅ Luke Marris

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Online Contract Design With Unknown Technology

In Poster Session 3

Matteo Bollini ⋅ Matteo Castiglioni ⋅ Alberto Marchesi

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

(Doubly) Exponential Lower Bounds for Follow the Regularized Leader in Potential Games

In Poster Session 3

Ioannis Anagnostides ⋅ Ioannis Panageas ⋅ Nikolas Patris ⋅ Tuomas Sandholm

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Black-Box Assisted Regression: Phase Transitions and Minimax Optimality

In Poster Session 3

Yan Zhou

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Mind the Gap: Structure-Aware Consistency in Preference Learning

In Poster Session 3

Mehryar Mohri ⋅ Yutao Zhong

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Incentivized Exploration with Stochastic Covariates: A Two-Stage Mechanism Design for Recommender System

In Poster Session 3

Yuantong Li ⋅ Guang Cheng ⋅ Xiaowu Dai

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Bandit Social Leaning Dynamics with Exploration Episodes

In Poster Session 3

Kiarash Banihashem ⋅ Collina ⋅ Alex Slivkins

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Decentralized Online Convex Optimization with Efficient Communication: Improved Algorithm and Lower Bounds

In Poster Session 3

Sifan Yang ⋅ Wenhao Yang ⋅ Wei Jiang ⋅ Lijun Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Decentralized Bandits without Global Clock for Dynamic Matching Market

In Poster Session 3

Mengtong Gao ⋅ Zhenhe Zhang ⋅ Jichen Li ⋅ Xia Xuanzhi ⋅ Wentao Zhou ⋅ Jing Chen

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Tighter Regret Lower Bound for Gaussian Process Bandits with Squared Exponential Kernel in Hypersphere

In Poster Session 3

Shogo Iwazaki

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Regret Minimization With a Crowd of Awakening Experts

In Poster Session 3

Anna Lunghi ⋅ Gianmarco Genalti ⋅ Alberto Marchesi ⋅ Matteo Castiglioni

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Data-Source Adaptive Online Learning under Heteroscedastic Noise

In Poster Session 3

Amith Bhat Hosadurga Anand ⋅ Aadirupa Saha ⋅ Haipeng Luo

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Robust Linear Dueling Bandits with Post-serving Context under Unknown Delays and Adversarial Corruptions

In Poster Session 3

Youngmin Oh

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Contextual Slate GLM Bandits with Limited Adaptivity

In Poster Session 3

Tanmay Goyal ⋅ Sukruta Midigeshi ⋅ Gaurav Sinha

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Adaptive Bandit Algorithms for Contextual Matching Markets

In Poster Session 3

Shiyun Lin ⋅ Simon Mauras ⋅ Vianney Perchet ⋅ Nadav Merlis

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Neural Logistic Bandits

In Poster Session 3

Seoungbin Bae ⋅ Dabeen Lee

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Near-Optimal Regret for KL-Regularized Multi-Armed Bandits

In Poster Session 3

Kaixuan Ji ⋅ Qingyue Zhao ⋅ Heyang Zhao ⋅ Qiwei Di ⋅ Quanquan Gu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Finite and Corruption-Robust Regret Bounds in Online Inverse Linear Optimization under M-Convex Action Sets

In Poster Session 3

Taihei Oki ⋅ Shinsaku Sakaue

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Improved Algorithms for Nash Welfare in Linear Bandits

In Poster Session 3

Dhruv Sarkar ⋅ Nishant Pandey ⋅ Sayak Ray Chowdhury

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

A Perturbation Approach to Unconstrained Linear Bandits

In Poster Session 3

Andrew Jacobsen ⋅ Dorian Baudry ⋅ Shinji Ito ⋅ Nicolò Cesa-Bianchi

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Improved Dimension Dependence for Bandit Convex Optimization with Gradient Variations

In Poster Session 3

Hang Yu ⋅ Yu-Hu Yan ⋅ Peng Zhao

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Dynamic Regret via Discounted-to-Dynamic Reduction with Applications to Curved Losses and Adam Optimizer

In Poster Session 3

Yan-Feng Xie ⋅ Yu-Jie Zhang ⋅ Peng Zhao ⋅ Zhi-Hua Zhou

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Dimension-free convergence of diffusion models for approximate Gaussian mixtures

In Poster Session 3

Gen Li ⋅ Changxiao Cai ⋅ Yuting Wei

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Reflective Hamiltonian Monte Carlo: Mixing Analysis and Application to Sampling on Stiefel Manifold

In Poster Session 3

Kwangmin Lee ⋅ Yeonhee Park ⋅ Sewon Park

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Belief Propagation Converges to Gaussian Distributions in Sparsely-Connected Factor Graphs

In Poster Session 3

Tom Yates ⋅ Yuzhou Cheng ⋅ Ignacio Alzugaray ⋅ Danyal Akarca ⋅ Pedro Mediano ⋅ Andrew Davison

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Improved Convergence of Score-Based Diffusion Models via Prediction-Correction

In Poster Session 3

Francesco Pedrotti ⋅ Jan Maas ⋅ Marco Mondelli

[ URL] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Mind the Gap: Catching Hallucinations via Evidence Drop on the Reasoning Manifold

In Poster Session 3

QunJie Chen ⋅ Yufei Chen ⋅ Xiaodong Yue ⋅ Linye Li

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Mean-Shift PCA by Knockoﬀ Mean

In Poster Session 3

Mengda Li ⋅ Zeng Li ⋅ Jianfeng Yao

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Probably Approximately Correct Labels

In Poster Session 3

Emmanuel J Candes ⋅ Andrew Ilyas ⋅ Tijana Zrnic

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

GAAVI: Global Asymptotic Anytime Valid Inference for the Conditional Mean Function

In Poster Session 3

Brian Cho ⋅ Raaz Dwivedi ⋅ Nathan Kallus

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Approximating f -Divergences with Rank Statistics

In Poster Session 3

Viktor Stein ⋅ José Manuel de Frutos

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Sampling and Identity-Testing Without Approximate Tensorization of Entropy

In Poster Session 3

William He ⋅ Nicholas Kocurek ⋅ William Gay ⋅ Ryan O'Donnell

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Supervised Guidance Training for Infinite-Dimensional Diffusion Models

In Poster Session 3

Elizabeth Baker ⋅ Alexander Denker ⋅ Jes Frellsen

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Statistically Undetectable Backdoors in Deep Neural Networks

In Poster Session 3

Andrej Bogdanov ⋅ Alon Rosen ⋅ Neekon Vafa

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Logit Distance Bounds Representational Similarity

In Poster Session 3

Beatrix M. G. Nielsen ⋅ Emanuele Marconato ⋅ Luigi Gresele ⋅ Andrea Dittadi ⋅ Simon Buchholz

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Error Analysis of Discrete Flow with Generator Matching

In Poster Session 3

Zhengyan Wan ⋅ Yidong Ouyang ⋅ Qiang Yao ⋅ Liyan Xie ⋅ Fang Fang ⋅ Hongyuan Zha ⋅ Guang Cheng

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

WildCat: Near-Linear Attention in Theory and Practice

In Poster Session 3

Tobias Schröder ⋅ Lester Mackey

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Dependence-Aware Label Aggregation for LLM-as-a-Judge via Ising Models

In Poster Session 3

Krishna Balasubramanian ⋅ Aleksandr Podkopaev ⋅ Shiva Kasiviswanathan

[ Slides] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Optimal Decision-Making Based on Prediction Sets

In Poster Session 3

Tao Wang ⋅ Edgar Dobriban

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Corrected Samplers for Discrete Flow Models

In Poster Session 3

Zhengyan Wan ⋅ Yidong Ouyang ⋅ Liyan Xie ⋅ Hongyuan Zha ⋅ Fang Fang ⋅ Guang Cheng

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Signal Strength Estimation in Logistic Regression Using Data Splitting

In Poster Session 3

Weihao Li ⋅ Jun Liu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Calibrated Preference Learning: The Case of Label Ranking

In Poster Session 3

Santo Thies ⋅ Viktor Bengs ⋅ Timo Kaufmann ⋅ Sebastian Vollmer ⋅ Eyke Hüllermeier

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Dimension-Independent Convergence of Underdamped Langevin Monte Carlo in KL Divergence

In Poster Session 3

Shiyuan Zhang ⋅ Qiwei Di ⋅ Xuheng Li ⋅ Quanquan Gu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Simple Unbiased Derivative Free Inference-Time Scaling for Diffusion Models via Sequential Monte Carlo on Path Measures

In Poster Session 3

Chenyang Wang ⋅ Weizhong Wang ⋅ Yinuo Ren ⋅ Jose Blanchet ⋅ Yiping Lu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Dimension-Free Multimodal Sampling via Preconditioned Annealed Langevin Dynamics

In Poster Session 3

Lorenzo Baldassari ⋅ Josselin Garnier ⋅ Knut Solna ⋅ Maarten de Hoop

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Minimax Optimal Strategy for Delayed Observations in Online Reinforcement Learning

In Poster Session 3

Harin Lee ⋅ Kevin Jamieson

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Constrained Meta Reinforcement Learning with Provable Test-Time Safety

In Poster Session 3

Tingting Ni ⋅ Maryam Kamgarpour

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Chebyshev Policies and the Mountain Car Problem: Reinforcement Learning for Low-dimensional Control Tasks

In Poster Session 3

Stefan Huber ⋅ Hannes Unger ⋅ Georg Schäfer ⋅ Jakob Rehrl

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

A World in Pieces: Structural Certification of General Agents

In Poster Session 3

Yikai Lu ⋅ Yifei Wu ⋅ Xinyu Lu ⋅ Tongxin Li

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Posterior Sampling Reinforcement Learning with Gaussian Processes for Continuous Control: Sublinear Regret Bounds for Unbounded State Spaces

In Poster Session 3

Hamish Flynn ⋅ Joe Watson ⋅ Ingmar Posner ⋅ Jan Peters

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Reinforcement Learning with Action-Triggered Observations

In Poster Session 3

Alexander Ryabchenko ⋅ Wenlong Mou

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Reusing Trajectories in Policy Gradients Enables Fast Convergence

In Poster Session 3

Alessandro Montenegro ⋅ Federico Mansutti ⋅ Marco Mussi ⋅ Matteo Papini ⋅ Alberto Maria Metelli

[ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Provable Benefits of RLVR over SFT for Reasoning Models: Learning to Backtrack Efficiently

In Poster Session 3

Stanley Wei ⋅ Juno Kim

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Secure Multi-agent Reinforcement Learning for Service Systems with Affinity and Byzantine Nodes: Stability Analysis and Protection Design

In Poster Session 3

Yifan Jiang ⋅ Jiasheng Pan ⋅ Mengtian Li ⋅ Li Jin

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Temporal Difference Learning with Compressed Updates: Error-Feedback meets Reinforcement Learning

In Poster Session 3

Aritra Mitra ⋅ George Pappas ⋅ Hamed Hassani

[ URL] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Breaking the Computational Barrier: Provably Efficient Actor–Critic for Low-Rank MDPs

In Poster Session 3

Ruiquan Huang ⋅ Donghao Li ⋅ Yingbin LIANG ⋅ Jing Yang

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning to Correct: Reinforcement Learning for Multi-Attempt Chain-of-Thought

In Poster Session 3

Muhammed Emrullah Ildiz ⋅ Halil Alperen Gozeten ⋅ Ege Onur Taga ⋅ Samet Oymak

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Best-of-Both-Worlds for Heavy-Tailed Markov Decision Processes

In Poster Session 3

Yu Chen ⋅ Yuhao Liu ⋅ Jiatai Huang ⋅ Yihan Du ⋅ Longbo Huang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Noise as a Natural Regularizer in Markov Decision Processes: Connecting Environmental Stochasticity and Policy Simplicity

In Poster Session 3

Harry Chen ⋅ Michal Moshkovitz ⋅ Cynthia Rudin ⋅ Yiyang Sun ⋅ Ron Parr ⋅ Lesia Semenova ⋅ Zachery Boner

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Understanding the Performance Gap in Preference Learning: A Dichotomy of RLHF and DPO

In Poster Session 3

Ruizhe Shi ⋅ Minhak Song ⋅ Runlong Zhou ⋅ Zihan Zhang ⋅ Maryam Fazel ⋅ Simon Du

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Near-Optimal Regret for Policy Optimization in Contextual MDPs with General Offline Function Approximation

In Poster Session 3

Orin Levy ⋅ Aviv Rosenberg ⋅ Alon Peled-Cohen ⋅ Yishay Mansour

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Value Aggregation with Uncertainty in Online Decentralized MARL

In Poster Session 3

Ziyue Chu ⋅ Leonardo Stella

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Commit to the Bit: Reactive Reinforcement Learning Done Right

In Poster Session 3

Onno Eberhard ⋅ Claire Vernade ⋅ Michael Muehlebach

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Learn to change the world: Multi-level reinforcement learning with model-changing actions

In Poster Session 3

Ziqing Lu ⋅ Babak Hassibi ⋅ Lifeng Lai ⋅ Weiyu Xu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Dynamic Programming for Epistemic Uncertainty in Markov Decision Processes

In Poster Session 3

Axel Benyamine ⋅ Julien Grand-Clément ⋅ Marek Petrik ⋅ Michael Jordan ⋅ Alain Oliviero Durmus

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Robust Reinforcement Learning in a Sample-Efficient Setting

In Poster Session 3

Siemen Herremans ⋅ Ali Anwar ⋅ Siegfried Mercelis

[ URL] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Towards Parameter-Free Temporal Difference Learning

In Poster Session 3

Yunxiang LI ⋅ Mark Schmidt ⋅ Reza Babanezhad ⋅ Sharan Vaswani

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Finite-time Convergence Analysis of Actor-Critic with Evolving Reward

In Poster Session 3

Rui Hu ⋅ Yu Chen ⋅ Longbo Huang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Convergence of Two-Timescale Stochastic Approximation with Markovian Samples and Applications in Reinforcement Learning

In Poster Session 3

Vagul Mahadevan ⋅ Claire Chen ⋅ Shuze Liu ⋅ Shangtong Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Multi-agent imitation learning with function approximation: linear Markov games and beyond

In Poster Session 3

Luca Viano ⋅ Till Freihaut ⋅ Emanuele Nevali ⋅ Volkan Cevher ⋅ Matthieu Geist ⋅ Giorgia Ramponi

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Compositional Behavioral Semantics and Metrics for State Abstraction in Reinforcement Learning

In Poster Session 3

Yivan Zhang ⋅ Ziyan Luo ⋅ Manuel Baltieri

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Offline Two-Player Zero-Sum Markov Games with KL Regularization

In Poster Session 3

Claire Chen ⋅ Yuheng Zhang ⋅ Xinyu Liu ⋅ Zixuan Xie ⋅ Shuze Liu ⋅ Nan Jiang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Mirror Descent Policy Optimisation for Robust Constrained Markov Decision Processes

In Poster Session 3

David Bossens ⋅ Atsushi Nitanda

[ URL] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Rethinking the Hardness of PbRL: A Provable General Regret Bound

In Poster Session 3

Chenjie Mao ⋅ Yi Fan ⋅ Ning Zhang ⋅ Chongjie Zhang

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

The Value Function Semi-Algebraic Set in Partially Observable Markov Decision Processes

In Poster Session 3

Ryan Anderson ⋅ Guido Montufar

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Well-Posed KL-Regularized Control via Wasserstein and Kalman–Wasserstein KL Divergences

In Poster Session 3

Viktor Stein ⋅ Adwait Datar ⋅ Nihat Ay

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Understanding Behavior Cloning with Action Quantization

In Poster Session 3

Haoqun Cao ⋅ Tengyang Xie

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Reinforcement Learning for Reachability: Guaranteeing Asymptotic Optimality

In Poster Session 3

Amogh Palasamudram ⋅ Jakub Svoboda ⋅ Krishnendu Chatterjee ⋅ Suguman Bansal

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Why Linear Recurrent Memory Works in Partially Observable Reinforcement Learning

In Poster Session 3

Yike Zhao ⋅ Onno Eberhard ⋅ Malek khammassi ⋅ Ali Sayed ⋅ Michael Muehlebach

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Near-Minimax Multi-Objective RL under Predictable Adversarial Preferences and Preference-Free Exploration in Linear MDPs

In Poster Session 3

Mingxi Hu ⋅ Meiling Yu

[ OpenReview]

Poster

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ HALL A None

Towards Achieving Optimal Strong Regret and Constraint Violation via Computational Efficient Model-free RL

In Poster Session 3

Xiyue Peng ⋅ Lingkai Zu ⋅ Ziyu Shao ⋅ Xin Liu

[ OpenReview]

Poster Session

Wed Jul 08 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Poster Session 3

Oral

Wed Jul 08 10:45 AM -- 11:00 AM (KST) @ HALL D2 None

Mechanistic Data Attribution: Tracing the Training Origins of Interpretable LLM Units

In Oral 3C LLM Social Impact & Interpretability

Jianhui Chen ⋅ Yuzhang Luo ⋅ Liangming Pan

[ OpenReview]

Oral

Wed Jul 08 10:45 AM -- 11:00 AM (KST) @ HALL B2 None

Video-Based Optimal Transport for Feedback-Efficient Offline Preference-Based Reinforcement Learning

In Oral 3B Reinforcement Learning: RLHF and Post-training

Minh-Tung Luu ⋅ Hwanhee Kim ⋅ Younghwan Lee ⋅ Chang Yoo

[ OpenReview]

Oral

Wed Jul 08 10:45 AM -- 11:00 AM (KST) @ HALL C None

The Flexibility Trap: Rethinking the Value of Arbitrary Order in Diffusion Language Models

In Oral 3A Diffusion Models

Zanlin Ni ⋅ Shenzhi Wang ⋅ Yang Yue ⋅ Tianyu Yu ⋅ Weilin Zhao ⋅ Yeguo Hua ⋅ Tianyi Chen ⋅ Jun Song ⋅ YuCheng ⋅ Bo Zheng ⋅ Gao Huang

[ OpenReview]

Oral

Wed Jul 08 10:45 AM -- 11:00 AM (KST) @ HALL D1 None

Scalable Event Cloud Network for Event-based Classification

In Oral 3D Computer Vision

Hongwei Ren ⋅ Fei Ma ⋅ Xiaopeng LIN ⋅ Yuetong Fang ⋅ Hongxiang Huang ⋅ Yue Zhou ⋅ Yulong Huang ⋅ Haotian FU ⋅ Ziyi Yang ⋅ Youxin Jiang ⋅ Xiangqian Wu ⋅ Bojun Cheng

[ OpenReview]

Oral

Wed Jul 08 10:45 AM -- 11:00 AM (KST) @ GRAND BALLROOM 101-105 None

Is Your LLM Overcharging You? Tokenization, Transparency, and Incentives

In Oral 3E Peer Review & Mechanism Design

Ander Artola Velasco ⋅ Stratis Tsirtsis ⋅ Nastaran Okati ⋅ Manuel Gomez-Rodriguez

[ Slides] [ OpenReview]

Oral

Wed Jul 08 10:45 AM -- 11:00 AM (KST) @ AUDITORIUM None

When the Prompt Becomes Visual: Vision-Centric Jailbreak Attacks for Large Image Editing Models

In Oral 3F AI Safety & Jailbreaks

Jiacheng Hou ⋅ Yining Sun ⋅ Ruochong Jin ⋅ Haochen Han ⋅ Fangming Liu ⋅ Victor Chan ⋅ Alex Jinpeng Wang

[ OpenReview]

Oral

Wed Jul 08 10:45 AM -- 11:00 AM (KST) @ ASEM BALLROOM 201-203 None

Towards Fair Sequential Decision-Making: A Causal Decomposition Approach

In Oral 3G Theory

Jiajun Chen ⋅ Jin Tian ⋅ Chris Quinn

[ OpenReview]

Break

Wed Jul 08 12:00 PM -- 01:30 PM (KST) None

Lunch

Invited Talk

Wed Jul 08 01:30 PM -- 02:30 PM (KST) @ HALL C None

Lab-in-the-Loop for Drug R&D with AI

Aviv Regev

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Position: Spatial Fairness: Foundations, Pitfalls, and a Path Forward

In Poster Session 4

Nripsuta Saxena ⋅ Abigail Horn ⋅ Wenbin Zhang ⋅ Cyrus Shahabi

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Think Less, Act Early: Reinforced Latent Reasoning with Early Exit in Vision-Language-Action Models

In Poster Session 4

Dianqiao Lei ⋅ Lianlei Shan

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Asymmetric Multi-View Clustering with Hyperbolic Uncertainty Modeling

In Poster Session 4

Yiming Wang ⋅ Qun Li ⋅ Dongxia Chang ⋅ Jie Wen ⋅ Hua Dai ⋅ Fu Xiao

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Scaling Inference-Time Computation via Opponent Simulation: Enabling Online Strategic Adaptation in Repeated Negotiation

In Poster Session 4

Xiangyu Liu ⋅ Di Wang ⋅ Zhe Feng ⋅ Aranyak Mehta

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

RuCL: Stratified Rubric-Based Curriculum Learning for Multimodal Large Language Model Reasoning

In Poster Session 4

Yukun Chen ⋅ Jiaming Li ⋅ Longze Chen ⋅ Ze Gong ⋅ Jingpeng Li ⋅ Zhen Qin ⋅ Hengyu Chang ⋅ Lei Zhang ⋅ Ancheng Xu ⋅ Zhihao Yang ⋅ Hamid Alinejad-Rokny ⋅ Qiang Qu ⋅ Bo Zheng ⋅ Min Yang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

CSG: Cognitive Structure Generation for Intelligent Education

In Poster Session 4

Hengnian Gu ⋅ Zhifu Chen ⋅ Yuxin Chen ⋅ Jin Zhou ⋅ Dongdai Zhou

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

VeriSimpl: Robust Optimization Modeling from Natural Language using Simplification-based Verification

In Poster Session 4

Sumaya Abdul Rahman ⋅ Seckhen Cuellar ⋅ Ghani Raissov ⋅ Mohammad Raza

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

The Label Horizon Paradox: Rethinking Supervision Targets in Financial Forecasting

In Poster Session 4

Chen-Hui Song ⋅ Shuoling Liu ⋅ Liyuan Chen

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Learning the ESG Geometry with Domain Aware Language Models

In Poster Session 4

Kunal Pradeep Pimparkhede ⋅ Chirayu Chaurasia ⋅ Jatin Roy ⋅ Mahesh Mohan Mohanachandran Radhamany

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

NetDiff: Graph Diffusion with Improved Global Capabilities to Generate and Update Mobile Network Topologies

In Poster Session 4

Félix Marcoccia ⋅ Cédric Adjih ⋅ Victor Fagoo ⋅ Paul Mühlethaler ⋅ Thomas Watteyne ⋅ Gilles de Saint Julien

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

FIRE: Multi-fidelity Regression with Distribution-conditioned In-context Learning using Tabular Foundation Models

In Poster Session 4

Rosen Yu ⋅ Nicholas Sung ⋅ Faez Ahmed

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

SparseSSM: Efficient Selective Structured State Space Models Can Be Pruned in One-Shot

In Poster Session 4

Kaiwen TUO ⋅ Huan Wang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

scCBGM: Single-Cell Editing via Concept Bottlenecks

In Poster Session 4

Alma Andersson ⋅ Aya Ismail ⋅ Edward De Brouwer ⋅ Doron Haviv ⋅ Tommaso Biancalani ⋅ Kyunghyun Cho ⋅ Gabriele Scalia ⋅ Aicha BenTaieb ⋅ Hector Corrada Bravo

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Pianist Transformer: Towards Expressive Piano Performance Rendering via Scalable Self-Supervised Pre-Training

In Poster Session 4

Hong-Jie You ⋅ Jie-Jing Shao ⋅ Xiao-Wen Yang ⋅ Lin-Han Jia ⋅ Lan-Zhe Guo ⋅ Yu-Feng Li

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Mining Useful General Data for Low-Resource Domain Adaptation

In Poster Session 4

Pingjie Wang ⋅ Hongcheng Liu ⋅ Yusheng Liao ⋅ Ziqing Fan ⋅ Yaxin Du ⋅ shuo tang ⋅ Yanfeng Wang ⋅ Yu Wang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

MetaStreet: Semi-Supervised Multimodal Learning for Street-Level Socioeconomic Prediction

In Poster Session 4

Meng Chen ⋅ Junjie Yang ⋅ Zechen Li ⋅ Kai Zhao ⋅ Hongjun Dai ⋅ Weiming Huang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

MVR-cache: Optimizing Semantic Caching via Multi-Vector Retrieval and Learned Prompt Segmentation

In Poster Session 4

Ali Noshad ⋅ Zishan Zheng ⋅ Yinjun Wu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Temporal Preference Optimization for Unsupervised Retrieval

In Poster Session 4

HyunJin Kim ⋅ Jaejun Shim ⋅ Young Jin Kim ⋅ JinYeong Bak

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Adaptive Group Elicitation via Multi-Turn LLM Interactions

In Poster Session 4

Ruomeng Ding ⋅ Tianwei Gao ⋅ Tom Zollo ⋅ Eitan Bachmat ⋅ Richard Zemel ⋅ Xinyu Yang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

FusionCell: Cross-Attentive Fusion of Layout Geometry and Netlist Topology for Standard-Cell Performance Prediction

In Poster Session 4

Haoyi Zhang ⋅ Kairong Guo ⋅ Bojie Zhang ⋅ Yibo Lin ⋅ Runsheng Wang

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Geometry-Guided Modeling of Foundation Features Enables Generalizable Object Shape Deformation Learning

In Poster Session 4

YIYAO MA ⋅ Kai Chen ⋅ Zhongxiang Zhou ⋅ Zhuheng Song ⋅ Dongsheng Xie ⋅ Zelong Tan ⋅ Rong Xiong ⋅ DOU QI

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Stochastic Neural Ray Tracing for Radio Frequency Channel Modeling

In Poster Session 4

Yinyan Bu ⋅ Jiajie Yu ⋅ Xingyu Chen ⋅ Bo Wen ⋅ Xinyu Zhang ⋅ Piya Pal

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

CAReDiO: Enhancing Cultural Alignment of LLM via Representativeness and Distinctiveness Guided Data Optimization

In Poster Session 4

Jing Yao ⋅ Xiaoyuan Yi ⋅ Jindong Wang ⋅ Zhicheng Dou ⋅ Xing Xie

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

From Extrinsic to Intrinsic: Geodesic-Guided Representation Learning for 3D Geometric Data

In Poster Session 4

Yuming ZHAO ⋅ Junhui Hou ⋅ Qijian Zhang ⋅ Jia Qin ⋅ Ying He

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Efficient Mismatch-Tolerant Coding for Model-Driven Compression

In Poster Session 4

Aviv Adler ⋅ Jennifer Tang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Building Social World Model with Large Language Models

In Poster Session 4

Haofei Yu ⋅ Yining Zhao ⋅ Guanyu Lin ⋅ Jiaxuan You

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Learning Randomized Reductions

In Poster Session 4

Ferhat Erata ⋅ Orr Paradise ⋅ Thanos Typaldos ⋅ Timos Antonopoulos ⋅ ThanhVu Nguyen ⋅ Shafi Goldwasser ⋅ Ruzica Piskac

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

StyleDistillation: A New Insight of Image Style Enables Personalized Aesthetic Manipulation

In Poster Session 4

Yuxin Wang ⋅ Xiaoyu Geng ⋅ Yuke Li ⋅ Zheng Wang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

INFER: Learning Implicit Neural Frequency Response Fields for Confined Acoustic Environments

In Poster Session 4

Harshvardhan Takawale ⋅ Nirupam Roy ⋅ C. Phillip Brown

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Needles in the Haystack: Addressing Signal Dilution Improves scRNA-seq Perturbation Response Modeling and Evaluation

In Poster Session 4

Gabriel Mejia ⋅ Henry Miller ⋅ Francis Leblanc ⋅ BO WANG ⋅ Brendan Swain ⋅ Lucas Paulo de Lima Camillo

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Teaching Molecular Dynamics to a Non-Autoregressive Ionic Transport Predictor

In Poster Session 4

Jiyeon Kim ⋅ Byungju Lee ⋅ Won-Yong Shin

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Controllable Molecule Generation via Sparse Representation Editing: An Interpretability-Driven Perspective

In Poster Session 4

Zhuoran Li ⋅ Xu Sun ⋅ Wanyu LIN ⋅ Chang Chen

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Immuno-VLM: Immunizing Large Vision-Language Models via Generative Semantic Antibodies for Open-World Trustworthiness

In Poster Session 4

Xiang Fang ⋅ Wanlong Fang ⋅ Wei Ji

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Geometry-Aware Image Flow Matching

In Poster Session 4

Junho Lee ⋅ Kwanseok Kim ⋅ Joonseok Lee

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Scalable Event Cloud Network for Event-based Classification

In Poster Session 4

Hongwei Ren ⋅ Fei Ma ⋅ Xiaopeng LIN ⋅ Yuetong Fang ⋅ Hongxiang Huang ⋅ Yue Zhou ⋅ Yulong Huang ⋅ Haotian FU ⋅ Ziyi Yang ⋅ Youxin Jiang ⋅ Xiangqian Wu ⋅ Bojun Cheng

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

LIMSSR: LLM-Driven Sequence-to-Score Reasoning under Training-Time Incomplete Multimodal Observations

In Poster Session 4

Huangbiao Xu ⋅ huanqi wu ⋅ Xiao Ke ⋅ Yuxin Peng

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Equivariant Latent Alignment via Flow Matching under Group Symmetries

In Poster Session 4

Sunghyun Kim ⋅ Jaehoon Hahm ⋅ Jeongwoo Shin ⋅ Joonseok Lee

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Q-DiT4SR: Exploration of Detail-Preserving Diffusion Transformer Quantization for Real-World Image Super-Resolution

In Poster Session 4

Xun Zhang ⋅ Kaicheng Yang ⋅ Hongliang Lu ⋅ Haotong Qin ⋅ Yong Guo ⋅ Yulun Zhang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

DNA: Uncovering Universal Latent Forgery Knowledge

In Poster Session 4

Jingtong Dou ⋅ Chuancheng Shi ⋅ Yemin Wang ⋅ Shiming Guo ⋅ Anqi Yi ⋅ Wenhua Wu ⋅ Li Zhang ⋅ Fei Shen ⋅ Tat-Seng Chua

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

TPGDiff : Hierarchical Triple-Prior Guided Diffusion for Image Restoration

In Poster Session 4

Yanjie Tu ⋅ Qingsen Yan ⋅ Axi Niu ⋅ Jiacong Tang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

NeuroMamba: A Universal Spatiotemporal Module for Robust Perception in Degraded Sensory Streams

In Poster Session 4

Jinfeng Li ⋅ Huijia Song ⋅ HanLiang Zhou ⋅ Xiangyue Hu ⋅ Jiahui Zhang ⋅ XinpengJiang ⋅ Bin Lin ⋅ Fangli Guan ⋅ DONG Dingran ⋅ Liqi Yan ⋅ Pan Li

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

TextAtlas5M: A Large-Scale Dataset for Long Text Image Generation

In Poster Session 4

Dongxing Mao ⋅ Alex Jinpeng Wang ⋅ weiming Han ⋅ Jiawei Zhang ⋅ Zhuobai Dong ⋅ Linjie Li ⋅ Lin Yiqi ⋅ Zhengyuan Yang ⋅ Libo Qin ⋅ Fuwei Zhang ⋅ Lijuan Wang ⋅ Min Li

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Geometry-Aware Dataset Condensation for Diffusion Model Training

In Poster Session 4

Xiao Cui ⋅ Yulei Qin ⋅ Mo Zhu ⋅ Wengang Zhou ⋅ Hongsheng Li ⋅ Houqiang Li

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Optimizing Rank for High-Fidelity Implicit Neural Representations

In Poster Session 4

Julian McGinnis ⋅ Florian A. Hölzl ⋅ Suprosanna Shit ⋅ Florentin Bieder ⋅ Paul Friedrich ⋅ Mark Mühlau ⋅ bjoern menze ⋅ Daniel Rueckert ⋅ Benedikt Wiestler

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Stage-wise Distortion–Perception Traversal in Zero-shot Inverse Problems with Diffusion Models

In Poster Session 4

Jiawei Zhang ⋅ Ziyuan Liu ⋅ Leon Yan ⋅ Zhenyu Xiao ⋅ Yuantao Gu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

CauseCollab: Causal Unified and Modality-Agnostic Network for Heterogeneous Collaborative Perception

In Poster Session 4

Weize Li ⋅ Yang Li ⋅ Quan Yuan ⋅ Xiaoyuan Fu ⋅ Guiyang Luo ⋅ Jinglin Li

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

REST: Diffusion-based Real-time End-to-end Streaming Talking Head Generation via ID-Context Caching and Asynchronous Streaming Distillation

In Poster Session 4

Haotian Wang ⋅ Yuzhe Weng ⋅ Jun Du ⋅ Haoran Xu ⋅ Xiaoyan Wu ⋅ Shan He ⋅ Bing Yin ⋅ Cong Liu ⋅ Qingfeng Liu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Anomaly-Preference Image Generation

In Poster Session 4

Fuyun Wang ⋅ Yuanzhi Wang ⋅ Xu Guo ⋅ Sujia Huang ⋅ Tong Zhang ⋅ Dan Wang ⋅ Xin Liu ⋅ Hui Yan ⋅ Zhen Cui

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Memory-Distilled Selection for Noise-Robust Anomaly Detection

In Poster Session 4

Sirojbek Safarov ⋅ Jaewoo Park ⋅ Yoon Gyo Jung ⋅ Kuan-Chuan Peng ⋅ Wonchul Kim ⋅ Seongdeok Bang ⋅ Octavia Camps

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Bridging the Perceptual Gap: Residual-Enhanced Downscaling and Manifold-Aware Perception Alignment Adaptation for NR-IQA

In Poster Session 4

Yu Li ⋅ Zhengran Shen ⋅ Yachun Mi ⋅ Puchao Zhou ⋅ Shaohui Liu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

GASS: Geometry-Aware Spherical Sampling for Disentangled Diversity Enhancement in Text-to-Image Generation

In Poster Session 4

Ye Zhu ⋅ Kaleb Newman ⋅ Johannes Lutzeyer ⋅ Adriana Romero-Soriano ⋅ Michal Drozdzal ⋅ Olga Russakovsky

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Boost the Identity-Preserving Embedding for Consistent Visual Generation

In Poster Session 4

Zixun Xia ⋅ Shuyu Guo ⋅ Boqian Li ⋅ jian Yang ⋅ Kai Wang ⋅ Yaxing Wang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

DiffCrossGait: Trajectory-Level Alignment for 2D-3D Cross-Modal Gait Recognition via Latent Diffusion

In Poster Session 4

Zhiyang Lu ⋅ Ming Cheng

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Beyond Blind Noising: Disentangled Visual Rectification for Hallucination Mitigation in MLLMs

In Poster Session 4

Yujia Chen ⋅ Rui Sun ⋅ Zhaoyang Li ⋅ Wangkai Li ⋅ Huayu Mai ⋅ Bingzhou Wang ⋅ Aibing Li ⋅ Wenzhang SUN

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Diagnosing and Correcting Concept Omission in Multimodal Diffusion Transformers

In Poster Session 4

Kanghyun Baek ⋅ Jaihyun Lew ⋅ Chaehun Shin ⋅ Jungbeom Lee ⋅ Sungroh Yoon

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

T-Edit: Triple-Branch Diffusion Anchoring for Consistent Editing

In Poster Session 4

Linsong Shan ⋅ Laurence Yang ⋅ Zecan Yang ⋅ Shijie Lian ⋅ lv lv ⋅ Qilin Yang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

FUSE: Frequency-domain Unification and Spectral Energy Alignment for Multi-modal Object Re-Identification

In Poster Session 4

Xuanhao Qi ⋅ Tom Luan ⋅ Yukang Zhang ⋅ Jinkai Zheng ⋅ su zhou ⋅ Shuwei Li ⋅ Lei Tan

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

M-IDoL: Information Decomposition for Modality-Specific and Diverse Representation Learning in Medical Foundation Model

In Poster Session 4

Yihang Liu ⋅ Ying Wen ⋅ Jiaxiong Yang ⋅ Longzhen Yang ⋅ Lianghua He ⋅ Heng Tao Shen

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis

In Poster Session 4

Tianhe Wu ⋅ Ruibin Li ⋅ Lei Zhang ⋅ Kede Ma

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Feature Collapse Under Corruption: An Entropy Perspective on Robust Neural Networks

In Poster Session 4

Vishesh Kumar ⋅ Akshay Agarwal

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

RTPrune: Reading-Twice Inspired Token Pruning for Efficient DeepSeek-OCR Inference

In Poster Session 4

Ben Wan ⋅ Yan Feng ⋅ Zihan Tang ⋅ Weizhe Huang ⋅ Yuting Zeng ⋅ Jia Wang ⋅ Tongxuan Liu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Revisiting Uncertainty: On Evidential Learning for Partially Relevant Video Retrieval

In Poster Session 4

Jun Li ⋅ Peifeng Lai ⋅ Xuhang Lou ⋅ Jinpeng Wang ⋅ Yuting Wang ⋅ Ke Chen ⋅ Yaowei Wang ⋅ Shutao Xia

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

SEMA: a Scalable and Efficient Mamba like Attention via Token Localization and Averaging

In Poster Session 4

Nhat Thanh Tran ⋅ Fanghui Xue ⋅ shuai zhang ⋅ Jiancheng Lyu ⋅ Yunling Zheng ⋅ YINGYONG QI ⋅ Jack Xin

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Bend the Basics: Degradation-Aware Deformable Tokenization for All-in-One Image Restoration

In Poster Session 4

Zihao He ⋅ Yunfeng Wu ⋅ Xinchao Wang ⋅ Songhua Liu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Revisiting Coding-Based Approaches to Overcome the Curse of Dimensionality in Learning-Based Watermarking

In Poster Session 4

Yupeng Qiu ⋅ Han Fang ⋅ Ee-Chien Chang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Inference Time Concept Removal Guidance for Text-to-Image Diffusion Models

In Poster Session 4

Yoonseok Choi ⋅ Chaeyoung Oh ⋅ Hyunjun Choi ⋅ Seokin Seo ⋅ Kee-Eung Kim

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

SpeedVFI: One-step Diffusion for Efficient Video Frame Interpolation

In Poster Session 4

Ganggui Ding ⋅ Xiaogang Xu ⋅ Hao Chen ⋅ Chunhua Shen

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

WorldPlay: Towards Long-Term Geometric Consistency for Real-Time Interactive World Modeling

In Poster Session 4

Wenqiang Sun ⋅ Haiyu Zhang ⋅ Haoyuan Wang ⋅ Junta Wu ⋅ Zehan Wang ⋅ Zhenwei Wang ⋅ Yunhong Wang ⋅ Jun Zhang ⋅ Tengfei Wang ⋅ Chunchao Guo

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Dissecting Post-Training: Uncovering the Complementary Roles of SFT and RL for Document Parsing

In Poster Session 4

Jun-Peng Jiang ⋅ An-Yang Ji ⋅ Shiyin Lu ⋅ Guodong Zheng ⋅ Weihong Zhang ⋅ Qing-Guo Chen ⋅ Weihua Luo ⋅ Kaifu Zhang ⋅ Long Chen ⋅ De-Chuan Zhan ⋅ Han-Jia Ye

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

FreeRet: MLLMs as Training-Free Retrievers

In Poster Session 4

Yuhan Zhu ⋅ Xiangyu Zeng ⋅ Chenting Wang ⋅ Xinhao Li ⋅ Chunxu Liu ⋅ Yicheng Xu ⋅ Ziang Yan ⋅ Yi Wang ⋅ Limin Wang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Resolving Blind Inverse Problems under Dynamic Range Compression via Structured Forward Operator Modeling

In Poster Session 4

Muyu Liu ⋅ Xuanyu Tian ⋅ Chenhe Du ⋅ Qing Wu ⋅ Hongjiang Wei ⋅ Yuyao Zhang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Boosting Video Diffusion Models via Masked Autoencoders as Tokenizers

In Poster Session 4

Zhan Tong ⋅ Tinne Tuytelaars

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Learning Generalized Trackers with Elastic Token Budgets

In Poster Session 4

Yinchao Ma ⋅ Jianpeng Yang ⋅ Yuyang Tang ⋅ Jie Xiao ⋅ Dengqing Yang ⋅ Tianzhu Zhang

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Flash-GRPO: Efficient Alignment for Video Diffusion via One-Step Policy Optimization

In Poster Session 4

Xiaoxuan He ⋅ Siming Fu ⋅ Zeyue Xue ⋅ Weijie Wang ⋅ Ruizhe He ⋅ Yuming Li ⋅ Dacheng Yin ⋅ Shuai Dong ⋅ Haoyang Huang ⋅ Hongfa Wang ⋅ Nan Duan ⋅ Bohan Zhuang

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

ImpQuant: Fine-Grained Importance-Aware Quantization for Large Vision-Language Models

In Poster Session 4

Jundong Zhou ⋅ Tianao Cai ⋅ Yujie Huang ⋅ Xinbing Wang ⋅ Guang-Zhong Yang ⋅ Nanyang Ye

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Attacking Gray-Box Large Vision-Language Models with Adaptive SVD-Structured Adversarial Alignment

In Poster Session 4

Daizong Liu ⋅ Xiaowen Cai ⋅ Junhao Dong ⋅ Zhongliang Guo ⋅ Xiaoye Qu ⋅ Runwei Guan ⋅ Xiang Fang ⋅ Dengpan Ye

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Training-Free Coverless Multi-Image Steganography with Access Control

In Poster Session 4

Minyeol Bae ⋅ Si-Hyeon Lee

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

MoVie: Multimodal Video Compression with Text Guidance

In Poster Session 4

Jiaqi Hu ⋅ Haoji Hu ⋅ Heming Sun ⋅ Lianrui Mu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

WorldCache: Accelerating World Models for Free via Heterogeneous Token Caching

In Poster Session 4

Weilun Feng ⋅ Guoxin Fan ⋅ Haotong Qin ⋅ Chuanguang Yang ⋅ Mingqiang Wu ⋅ Yuqi Li ⋅ Xiangqi Li ⋅ Zhulin An ⋅ Libo Huang ⋅ Dingrui Wang ⋅ Longlong Liao ⋅ Michele Magno ⋅ Yongjun Xu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

FlowNar: Scalable Streaming Narration for Long-Form Videos

In Poster Session 4

Zeyun Zhong ⋅ Manuel Martin ⋅ Chengzhi Wu ⋅ David Schneider ⋅ Frederik DIEDERICHS ⋅ Juergen Gall ⋅ Jürgen Beyerer

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

LightAVSeg: Lightweight Audio-Visual Segmentation

In Poster Session 4

Qing Zhong ⋅ Guodong Ding ⋅ Lingqiao Liu ⋅ Zaiwen Feng ⋅ Lin Wu ⋅ Angela Yao

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

SIPO: Stabilized and Improved Preference Optimization for Aligning Diffusion Models

In Poster Session 4

Xiaomeng Yang ⋅ Mengping Yang ⋅ Junyan Wang ⋅ Zhijian Zhou ⋅ Zhiyu Tan ⋅ Hao Li

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Beyond Soft Labels: Unifying Dataset Pruning and Distillation for Efficient Large-scale Compression

In Poster Session 4

Lingao Xiao ⋅ Songhua Liu ⋅ Yang He ⋅ Xinchao Wang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Shifting the Breaking Point of Flow Matching for Multi-Instance Editing

In Poster Session 4

Carmine Zaccagnino ⋅ Fabio Quattrini ⋅ Enis Simsar ⋅ Marta Gazulla ⋅ Rita Cucchiara ⋅ Alessio Tonioni ⋅ Silvia Cascianelli

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Spectral Heat Flow for Conservative Token Condensation in Vision-Language Models

In Poster Session 4

Zhaoyang Li ⋅ Yanjun Li ⋅ Wangkai Li ⋅ Yujia Chen ⋅ Tianzhu Zhang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Absorbing Quantization Error by Deformable Noise Scheduler for Diffusion Models

In Poster Session 4

Mingrui Yang ⋅ Wei Huang ⋅ Hao Nan SHENG ⋅ Donglin Yang ⋅ Jichang Yang ⋅ Xin Yu ⋅ Huining Yu ⋅ Yuzhong Jiao ⋅ Zhongrui Wang ⋅ XIAOJUAN QI

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Offline Preference Optimization for Rectified Flow with Noise-Tracked Pairs

In Poster Session 4

Yunhong Lu ⋅ Qichao Wang ⋅ Hengyuan Cao ⋅ Xiaoyin Xu ⋅ Min Zhang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Lottery Prior: Randomized Neural Compression for Zero-Shot Inverse Problems

In Poster Session 4

Haotian Wu ⋅ Di You ⋅ Pier Luigi Dragotti ⋅ Deniz Gunduz

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Rays as Pixels: Learning A Joint Distribution of Video and Camera Trajectories

In Poster Session 4

Wonbong Jang ⋅ Shikun Liu ⋅ Soubhik Sanyal ⋅ Juan Perez ⋅ Kam Woh Ng ⋅ Sanskar Agrawal ⋅ Juan-Manuel Perez-Rua ⋅ Yiannis Douratsos ⋅ Tao Xiang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Can We Build a Monolithic Model for Fake Image Detection? SICA: Semantic-Induced Constrained Adaptation for Unified-Yet-Discriminative Artifact Feature Space Reconstruction

In Poster Session 4

Bo Du ⋅ Xiaochen Ma ⋅ Xuekang Zhu ⋅ Zhe Yang ⋅ Chaoqun Niu ⋅ Jian liu ⋅ Ji-Zhe Zhou

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

MotionMAR: Multi-scale Auto-Regressive Human Motion Reconstruction from Sparse Observations

In Poster Session 4

Yuhua Luo ⋅ Junsheng Zhang ⋅ Mengyin Liu ⋅ Xincheng Lin ⋅ Ming Yan ⋅ Zhudi Chen ⋅ Chenglu Wen ⋅ Lan Xu ⋅ Siqi Shen ⋅ Cheng Wang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Continuous Viewpoint Adaptation for Single View 3D Object Reconstruction

In Poster Session 4

Seunghyun Hwang ⋅ Qiang Qiu

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

DroneDINO: Towards Heterogeneous Routed Mixture of Experts for Drone-based Unified Object Detection

In Poster Session 4

Rui Chen ⋅ Dongdong Li ⋅ Yan Fan ⋅ Yan Liu ⋅ Yangliu Kuai ⋅ Pengfei Zhu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

SF-Mamba: Rethinking State Space Model for Vision

In Poster Session 4

Masakazu Yoshimura ⋅ Teruaki Hayashi ⋅ Yuki Hoshino ⋅ Wei-Yao Wang ⋅ Takeshi Ohashi

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

EPiC: Efficient Video Camera Control Learning with Precise Anchor-Video Guidance

In Poster Session 4

Zun Wang ⋅ Jaemin Cho ⋅ Jialu Li ⋅ Han Lin ⋅ Jaehong Yoon ⋅ Yue Zhang ⋅ Mohit Bansal

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

UGround: Towards Unified Visual Grounding with Unrolled Transformers

In Poster Session 4

Rui Qian ⋅ Xin Yin ⋅ Chuanhang Deng ⋅ Zhiyuan Peng ⋅ Jian Xiong ⋅ Wei Zhai ⋅ Dejing Dou

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Radial Scaling Voxelization for Accurate Small Object 3D Detection

In Poster Session 4

Hao Liu ⋅ Yi Zhou ⋅ Yanni Ma

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

CodeMamba: Shifting from Target Semantics to Self-Supervised Background Manifold Learning for Singularity Detection in Infrared Sequences

In Poster Session 4

Jingwen Ma ⋅ Xinpeng Zhang ⋅ Fan Shi ⋅ Xu Cheng ⋅ Shengyong Chen

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

GenShield: Unified Detection and Artifact Correction for AI-Generated Images

In Poster Session 4

Zhipei Xu ⋅ Xuanyu Zhang ⋅ Youmin Xu ⋅ Qing Huang ⋅ Shen Chen ⋅ Taiping Yao ⋅ Shouhong Ding ⋅ Jian Zhang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Future Dynamic 3D Reconstruction: A 3D World Model with Disentangled Ego-Motion

In Poster Session 4

Nils Morbitzer ⋅ Jonathan Evers ⋅ Artem Savkin ⋅ Thomas Stauner ⋅ Nassir Navab ⋅ Federico Tombari ⋅ Stefano Gasperini

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

StableVLA: Towards Robust Vision-Language-Action Models without Extra Data

In Poster Session 4

Yiyang Fu ⋅ Chubin Zhang ⋅ Shukai Gong ⋅ Yufan Deng ⋅ Kaiwei Sun ⋅ Qiyang Min ⋅ Qibin Hou ⋅ Yansong Tang ⋅ Jianan Wang ⋅ Zhou Daquan

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Partial Ring Scan: Revisiting Scan Order in Vision State Space Models

In Poster Session 4

Yi-Kuan Hsieh ⋅ Jun-Wei Hsieh ⋅ Xin Li ⋅ Ming-Ching Chang ⋅ Yu-Chee Tseng ⋅ Kuan-Chuan Peng

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Native Active Perception as Reasoning for Omni-Modal Understanding

In Poster Session 4

Zhenghao Xing ⋅ Ruiyang Xu ⋅ Yuxuan Wang ⋅ Jinzheng He ⋅ Ziyang Ma ⋅ Qize Yang ⋅ Yunfei Chu ⋅ Jin Xu ⋅ Junyang Lin ⋅ Chi Wing Fu ⋅ Pheng Ann Heng

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Weakly Supervised Cross-Modal Learning for 4D Radar Scene Flow Estimation

In Poster Session 4

Jingyun Fu ⋅ Zhiyu Xiang ⋅ Na Zhao

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

DynaTok: Token-Based 4D Reconstruction from Partial Point Clouds

In Poster Session 4

Weirong Chen ⋅ Keisuke Tateno ⋅ Hidenobu Matsuki ⋅ Michael Niemeyer ⋅ Daniel Cremers ⋅ Federico Tombari

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Knowing the Unknown: Interpretable Open-World Object Detection via Concept Decomposition Model

In Poster Session 4

Xueqiang Lv ⋅ Shizhou Zhang ⋅ Yinghui Xing ⋅ di xu ⋅ Peng Wang ⋅ Yanning Zhang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

AdaEraser: Training-Free Object Removal via Adaptive Attention Suppression

In Poster Session 4

Dingming Liu

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

RA-Det: Towards Universal Detection of AI-Generated Images via Robustness Asymmetry

In Poster Session 4

Xinchang Wang ⋅ Yunhao Chen ⋅ Yuechen Zhang ⋅ Congcong Bian ⋅ Zihao Guo ⋅ Xingjun Ma ⋅ Hui Li

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

UniPercept: Towards Unified Perceptual-Level Image Understanding across Aesthetics, Quality, Structure, and Texture

In Poster Session 4

Shuo Cao ⋅ Jiayang Li ⋅ Xiaohui Li ⋅ Yuandong Pu ⋅ Kaiwen Zhu ⋅ Yuanting Gao ⋅ Siqi Luo ⋅ Yi Xin ⋅ Qi Qin ⋅ Yu Zhou ⋅ Xiangyu Chen ⋅ Wenlong Zhang ⋅ Bin Fu ⋅ Yu Qiao ⋅ Yihao Liu

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Beyond Static Allocation: Dynamic Sensitivity-Aware Fine-Tuning for Vision Transformers

In Poster Session 4

Yuanyang Cao ⋅ Xichun Liu ⋅ Fuwei Zhang ⋅ Shangqi Deng ⋅ Ziyang Ren ⋅ Jianji Wang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Position: Vision encoders should be image size agnostic and task driven

In Poster Session 4

Nedyalko Prisadnikov ⋅ Danda Pani Paudel ⋅ Yuqian Fu ⋅ Luc Van Gool

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

GO-PRE：Goal-Oriented Next-Best-View Selection via Predictive Rendering Entropy for Active 3D Reconstruction

In Poster Session 4

Yan Song ⋅ Zhihao Li ⋅ Chenglong Li ⋅ Li He ⋅ Yan Wang ⋅ Wenqiang Zhang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

E²I-VRWKV: Explicit EPI-Representation and Interaction-Aware Vision-RWKV for Light Field Semantic Segmentation

In Poster Session 4

Wei Zhang ⋅ Chen Jia ⋅ Xu Cheng ⋅ Fan Shi ⋅ Hui Liu ⋅ Shengyong Chen

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Difference-Aware Decision Learning for Multimodal Image Fusion

In Poster Session 4

Hao Pan ⋅ Jian Dai ⋅ Yuan Sun ⋅ Zhenwen Ren ⋅ Xingfeng Li

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

VSCD: Video-based Scene Change Detection in Unaligned Scenes

In Poster Session 4

Jiae Yoon ⋅ Ue-Hwan Kim

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

HieraScaffold: Learning Compact Hierarchical Representations for Scalable 4D LiDAR Generation

In Poster Session 4

Zijie Wu ⋅ Na Zhao

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Semi-LAR: Semi-supervised Contrastive Learning with Linear Attention for Removal of Nighttime Flares

In Poster Session 4

Xiyu Zhu ⋅ Wei Wang ⋅ Kui Jiang ⋅ Zhengguo Li

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Direct 3D-Aware Object Insertion via Decomposed Visual Proxies

In Poster Session 4

Jingbo Gong ⋅ Yikai Wang ⋅ Yushi Lan ⋅ Yuhao Wan ⋅ Ziheng Ouyang ⋅ Rui Zhao ⋅ Ming-Ming Cheng ⋅ Qibin Hou ⋅ Chen Change Loy

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Show, Don't Tell: Morphing Latent Reasoning into Image Generation

In Poster Session 4

Harold Haodong Chen ⋅ Xinxiang Yin ⋅ Wenjie Shu ⋅ Hongfei (Faye) Zhang ⋅ Zixin Zhang ⋅ Chenfei Liao ⋅ Litao Guo ⋅ Qifeng Chen ⋅ YINGCONG CHEN

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

SC$^{2}$-WM: A Self-Correcting World Model with Closed-Loop Feedback for Vision-and-Language Navigation in Continuous Environments

In Poster Session 4

Xuan Yao ⋅ Yuze Zhu ⋅ JUNYU GAO ⋅ Zongmeng Wang ⋅ Changsheng Xu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

RELO: Reinforcement Learning to Localize for Visual Object Tracking

In Poster Session 4

Xin Chen ⋅ Chuanyu Sun ⋅ Jiao Xu ⋅ Houwen Peng ⋅ Dong Wang ⋅ Huchuan Lu ⋅ Kede Ma

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

3D-RFT: Reinforcement Fine-Tuning for Video-based 3D Scene Understanding

In Poster Session 4

Xiongkun Linghu ⋅ Jiangyong Huang ⋅ Baoxiong Jia ⋅ Siyuan Huang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Learning Gaussian Mixture-distributed Prototypes for 3D Scene Graph Generation from RGB-D Sequences

In Poster Session 4

Rongxing Ding ⋅ Hongyu Qu ⋅ Xinguang Xiang ⋅ Pengpeng Li ⋅ Xiangbo Shu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

CoCoEdit: Content-Consistent Image Editing via Region Regularized Reinforcement Learning

In Poster Session 4

Yuhui WU ⋅ Chenxi Xie ⋅ Ruibin Li ⋅ Liyi Chen ⋅ Qiaosi Yi ⋅ Lei Zhang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Creat3r: Confidence Reaggregation for Exploration-aware Active 3D Reconstruction

In Poster Session 4

Chih Jung Tsai ⋅ Hwann-Tzong Chen ⋅ Tyng-Luh Liu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

SPADA: A Verifiable Test-Driven Agent for Controllable Parametric CAD Assembly Generation

In Poster Session 4

Keyou Zheng ⋅ Xuyang Su ⋅ Jiewu Leng

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

GameVerse: Can Vision-Language Models Learn from Video-based Reflection?

In Poster Session 4

Kuan Zhang ⋅ Dongchen Liu ⋅ Qiyue Zhao ⋅ Jinkun Hou ⋅ Xinran Zhang ⋅ Qinlei Xie ⋅ Miao Liu ⋅ Yiming Li

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

SG2Loc: Sequential Visual Localization on 3D Scene Graphs

In Poster Session 4

Nicole Damblon ⋅ Olga Vysotska ⋅ Federico Tombari ⋅ Marc Pollefeys ⋅ Daniel Barath

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

DecomPose: Disentangling Cross-Category Optimization Contention for Category-Level 6D Object Pose Estimation

In Poster Session 4

Yifan Gao ⋅ Lu Zou ⋅ Zhangjin Huang ⋅ Guoping Wang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

HOI-PAGE: Zero-Shot Human-Object Interaction Generation with Part Affordance Guidance

In Poster Session 4

Lei Li ⋅ Angela Dai

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

RealisMotion: Decomposed Human Motion Control and Video Generation in the World Space

In Poster Session 4

Jingyun Liang ⋅ Jingkai Zhou ⋅ Shikai Li ⋅ chenjie cao ⋅ Lei Sun ⋅ Yichen Qian ⋅ Weihua Chen ⋅ Fan Wang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

MotiMotion: Motion-Controlled Video Generation with Visual Reasoning

In Poster Session 4

Hsin-Ying Lee ⋅ Hanwen Jiang ⋅ Yiqun Mei ⋅ Jing Shi ⋅ Ming-Hsuan Yang ⋅ Zhixin Shu

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

SpatialReward: Bridging the Perception Gap in Online RL for Image Editing via Explicit Spatial Reasoning

In Poster Session 4

Yancheng Long ⋅ Yankai Yang ⋅ Hongyang Wei ⋅ Wei Chen ⋅ Tianke Zhang ⋅ Haonan Fan ⋅ Changyi Liu ⋅ Kaiyu Jiang ⋅ Jiankang Chen ⋅ Kaiyu Tang ⋅ Bin Wen ⋅ Fan Yang ⋅ Tingting Gao ⋅ Han Li ⋅ Shuo Yang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

GeoLoom: High-quality Geometric Diagram Generation from Textual Input

In Poster Session 4

Xiaojing Wei ⋅ Ting Zhang ⋅ Wei He ⋅ Jingdong Wang ⋅ Hua Huang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

LLawCo: Learning Laws of Cooperation for Modeling Embodied Multi-Agent Behavior

In Poster Session 4

Qinhong Zhou ⋅ Chuang Gan ⋅ Anoop Cherian

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Reasoning-VLA: An Efficient and Spatial-Guided General Vision-Language-Action Reasoning Model for Autonomous Driving

In Poster Session 4

Dapeng Zhang ⋅ Zhenlong Yuan ⋅ Zhangquan Chen ⋅ Chih-Ting Liao ⋅ Yinda Chen ⋅ Fei Shen ⋅ Qingguo Zhou ⋅ Tat-Seng Chua

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Towards High-Fidelity CAD Generation via LLM-Driven Program Generation and Text-Based B-Rep Primitive Grounding

In Poster Session 4

Jiahao Li ⋅ Qingwang Zhang ⋅ Qiuyu Chen ⋅ Guozhan Qiu ⋅ Yunzhong Lou ⋅ Xiangdong Zhou

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Bad Seeing or Bad Thinking? Rewarding Perception for Multimodal Reasoning

In Poster Session 4

WANG ⋅ Qixin Xu ⋅ Changpeng Wang ⋅ Taofeng Xue ⋅ Chong Peng ⋅ Wenhu Chen ⋅ Fangzhen Lin

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Escaping the Diversity Trap in Robotic Manipulation via Anchor-Centric Adaptation

In Poster Session 4

Yanzhe Chen ⋅ Kevin Yuchen ⋅ Qi Lv ⋅ Lin Yiqi ⋅ Zechen Bai ⋅ Chen GAO ⋅ Mike Zheng Shou

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Seg-ReSearch: Segmentation with Interleaved Reasoning and External Search

In Poster Session 4

Tianming Liang ⋅ Qirui Du ⋅ Jian-Fang Hu ⋅ Haichao Jiang ⋅ Zicheng Lin ⋅ Wei-Shi Zheng

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Pair2Scene: Learning Local Object Relations for Procedural Scene Generation

In Poster Session 4

Xingjian Ran ⋅ Shujie Zhang ⋅ Weipeng Zhong ⋅ Luo Li ⋅ Bo Dai

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models

In Poster Session 4

Wei Deng ⋅ Xianlin Zhang ⋅ Mengshi Qi

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Enhancing Multi-Modal LLMs Reasoning via Difficulty-Aware Group Normalization

In Poster Session 4

Jinghan Li ⋅ Junfeng Fang ⋅ Jinda Lu ⋅ Yuan Wang ⋅ Xiaoyan Guo ⋅ Tianyu Zhang ⋅ Xiang Wang ⋅ Xiangnan He

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

OBJVanish: Prompt-Driven Generation of Physically Realizable 3D LiDAR-Invisible Objects

In Poster Session 4

Bing Li ⋅ Wuqi Wang ⋅ Yanan Zhang ⋅ Jingzheng Li ⋅ Haigen Min ⋅ Wei Feng ⋅ Xingyu Zhao ⋅ Jie Zhang ⋅ Qing Guo

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

DyPE: Dynamic Position Extrapolation for Ultra High Resolution Diffusion

In Poster Session 4

Noam Issachar ⋅ Guy Yariv ⋅ Sagie Benaim ⋅ Yossi Adi ⋅ Dani Lischinski ⋅ Raanan Fattal

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Decouple and Cache: KV Cache Construction for Streaming Video Understanding

In Poster Session 4

Zhanzhong Pang ⋅ Dibyadip Chatterjee ⋅ Fadime Sener ⋅ Angela Yao

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

SLAP: The Semantic Least Action Principle for Variational Video-Language Modeling

In Poster Session 4

Xiang Fang ⋅ Wanlong Fang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Global Credit Assignment via Dynamical Criticality

In Poster Session 4

Wentao Wang ⋅ Keren Gao ⋅ Guozhang Chen

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Abstraction Induces the Brain Alignment of Language and Speech Models

In Poster Session 4

Emily Cheng ⋅ Aditya Vaidya ⋅ Richard Antonello

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

High-Fidelity ANN-to-SNN Conversion via Closed-Loop CKA Distillation

In Poster Session 4

Bozhou Li ⋅ Chubo Liu ⋅ Yan Ding ⋅ Yufeng Zhang ⋅ Zhuo Tang ⋅ Kenli Li

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Uncovering Latent Communication Patterns in Brain Networks via Adaptive Flow Routing

In Poster Session 4

Tianhao Huang ⋅ Guanghui Min ⋅ zhenyu lei ⋅ Aiying Zhang ⋅ Chen Chen

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Positional Encoding for Spiking Transformers

In Poster Session 4

Zijian Zhou ⋅ Yu Liang ⋅ Honglin Cao ⋅ Ammar Belatreche ⋅ Jieyuan Zhang ⋅ Wenjie Wei ⋅ Shuai Wang ⋅ Malu Zhang ⋅ Yang Yang ⋅ Haizhou Li

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

On the Infinite Width and Depth Limits of Predictive Coding Networks

In Poster Session 4

Francesco Innocenti ⋅ El Mehdi Achour ⋅ Rafal Bogacz

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Omni-fMRI: A Universal Atlas-Free fMRI Foundation Model

In Poster Session 4

Mo Wang ⋅ Wenhao Ye ⋅ Junfeng Xia ⋅ Junxiang Zhang ⋅ Xuanye Pan ⋅ Minghao Xu ⋅ Haotian Deng ⋅ Hongkai Wen ⋅ Quanying Liu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Linguistic Properties and Model Scale in Brain Encoding: From Small to Compressed Language Models

In Poster Session 4

Subba Reddy Oota ⋅ Satya Sai Srinath Namburi GNVV ⋅ Vijay Rowtula ⋅ Khushbu Pahwa ⋅ Anant Khandelwal ⋅ Manish Gupta ⋅ Tanmoy Chakraborty ⋅ Raju Bapi

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Scaling Vision Transformers for Functional MRI with Flat Maps

In Poster Session 4

Connor Lane ⋅ Ratna Grandhi ⋅ Leema Krishna Murali ⋅ Mihir Tripathy ⋅ Shamus Zi Yang Sim ⋅ Will Beddow ⋅ Gianfranco Cortes ⋅ Suin Cho ⋅ Debojyoti Das ⋅ Sam Gijsen ⋅ Manish Ram ⋅ Utkarsh Singh ⋅ Cesar Kadir Torrico Villanueva ⋅ YUXIANG WEI ⋅ Daniel Kaplan ⋅ Benjamin Warner ⋅ Tanishq Abraham ⋅ Paul Scotti

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Learning-Guided Integration Contours Construction for Fast Large-Scale Generalized Eigensolvers

In Poster Session 4

Yeqiu Chen ⋅ Ziyan Liu ⋅ Hong Wang ⋅ Lei Liu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Alignment between Brains and AI: Evidence for Convergent Evolution across Modalities, Scales and Training Trajectories

In Poster Session 4

Guobin Shen ⋅ Dongcheng Zhao ⋅ Yiting Dong ⋅ Qian Zhang ⋅ Yi Zeng

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Multimodal Scaling Laws for Task & Data-Optimized Models of Visual Cortex

In Poster Session 4

Abdülkadir Gökce ⋅ Yingtian Tang ⋅ Martin Schrimpf

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Real-World Unsupervised Models Generalize to Predict Brain Responses to Out-of-Distribution Stimuli

In Poster Session 4

Chenggang Chen ⋅ Zhiyu Yang ⋅ Xiaoqin Wang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Self-Supervised Foundation Model for Calcium-imaging Population Dynamics

In Poster Session 4

Xinhong Xu ⋅ Yimeng Zhang ⋅ Qichen Qian ⋅ Yuanlong Zhang

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Image-to-Brain Signal Generation for Visual Prosthesis with CLIP Guided Multimodal Diffusion Models

In Poster Session 4

Ganxi Xu ⋅ Zhao-Rong Lai ⋅ Yuting Tang ⋅ Yonghao Song ⋅ Guoxu Zhou ⋅ Boyu Wang ⋅ Jian Zhu ⋅ Jinyi Long

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Learning Multi-Scale Hypergraph for High-Order Brain Connectivity Analysis

In Poster Session 4

Jaeyoon Sim ⋅ Soojin Hwang ⋅ Seunghun Baek ⋅ Guorong Wu ⋅ Won Hwa Kim

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Frequency Matching in Spiking Neural Networks for mmWave Sensing

In Poster Session 4

Zhenyu Liao ⋅ Di Yu ⋅ Changze Lv ⋅ Wentao Tong ⋅ Linshan Jiang ⋅ Sijie Ji ⋅ Xin Du ⋅ Hailiang Zhao ⋅ Xiaoqing Zheng ⋅ Shuiguang Deng

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

SI-IGCL: Subject Invariance-aware Inverse Graph Contrastive Learning for Psychiatric Disorder Identification

In Poster Session 4

Jiayu Lu ⋅ Yujin Wang ⋅ Xiaofeng Liu ⋅ Dandan Li ⋅ Bin Wang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Dynamic Compression Flows for Neuroscience Data

In Poster Session 4

Ganchao Wei ⋅ Daniela de Albuquerque ⋅ Miles Martinez ⋅ Shiyang Pan ⋅ John Pearson

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

NeurIPS: Neuro-anatomical Inductive Priors for Sphere-based Brain Decoding

In Poster Session 4

Sijin Yu ⋅ Zijiao Chen ⋅ Zhenyu Yang ⋅ Zihao Tan ⋅ Jiakun Xu ⋅ Zhongliang Liu ⋅ shengxian chen ⋅ WENXUAN WU ⋅ Xiangmin Xu ⋅ Xin Zhang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

NeuroCLUS: A Foundation Model with Functional Clustering for Intracranial Neural Decoding

In Poster Session 4

Hui Zheng ⋅ Haiteng Wang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Identifying Connectivity Distributions from Neural Dynamics Using Flows

In Poster Session 4

Timothy Kim ⋅ Ulises Obilinovic ⋅ Yiliu Wang ⋅ Eric SheaBrown ⋅ Uygar Sümbül

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

AutoMoT: A Unified Vision-Language-Action Model with Asynchronous Mixture -of-Transformers for End-to-End Autonomous Driving

In Poster Session 4

Wenhui (Oscar) Huang ⋅ Songyan Zhang ⋅ Qihang Huang ⋅ Zhidong Wang ⋅ zhiqi mao ⋅ Collister Chua ⋅ Chen Zhan ⋅ Long Chen ⋅ Chen Lv

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

NOMAD: Lifelong Trajectory Planning via Non-Parametric Bayesian Memory-Adaptive Diffusion Experts

In Poster Session 4

Yixian Chen ⋅ Rufan Bai ⋅ Jiangbin Zheng ⋅ Yimin Wang ⋅ Tiantian CHEN ⋅ Wei William Wang ⋅ Yuhuan Lu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Position: Time-Series Foundation Models Require Explicit Domain-Level Benchmarks

In Poster Session 4

Md Asif Bin Syed ⋅ Md Younus Ahamed ⋅ Azmine Toushik Wasi

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Scout Before You Attend: Sketch-and-Walk Sparse Attention for Efficient LLM Inference

In Poster Session 4

Hoang Anh Duy Le ⋅ Sahil Joshi ⋅ Zeyu Yang ⋅ Zhaozhuo Xu ⋅ Anshumali Shrivastava

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Data Selection for Fine-tuning Vision Language Models via Cross Modal Alignment Trajectories

In Poster Session 4

Dang Nguyen ⋅ Nilay Naharas ⋅ Neslihan Bulut ⋅ MohammadHossein Bateni ⋅ Vahab Mirrokni ⋅ Baharan Mirzasoleiman

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

TAG: Tangential Amplifying Guidance for Hallucination-Resistant Sampling

In Poster Session 4

Hyunmin Cho ⋅ Donghoon Ahn ⋅ Susung Hong ⋅ Jee Eun Kim ⋅ Seungryong Kim ⋅ Kyong Hwan Jin

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Optimality of FSQ tokens for continuous diffusion for categorical data with application to text-to-speech

In Poster Session 4

Vadim Popov ⋅ Wenju Gu ⋅ Tasnima Sadekova ⋅ Georgii Aparin ⋅ Assel Yermekova

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

High-accuracy and dimension-free sampling with diffusions

In Poster Session 4

Khashayar Gatmiry ⋅ Sitan Chen ⋅ Adil Salim

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

ASIR: Steganography for Diffusion Models via Antipodal Sampling and Iterative Recovery

In Poster Session 4

Yaofei Wang ⋅ Yufeng Zheng ⋅ Han Fang ⋅ Wenzhao Cao ⋅ Donghui Hu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

GEPC: Group-Equivariant Posterior Consistency for Out-of-Distribution Detection in Diffusion Models

In Poster Session 4

Rouzoumka Yadang Alexis ⋅ Jean Pinsolle ⋅ Eugénie TERREAUX ⋅ christele morisseau ⋅ Jean-Philippe Ovarlez ⋅ Chengfang Ren

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

The Accumulation of Score Estimation Error in Diffusion Models

In Poster Session 4

Baoxiang He ⋅ Valentio Iverson ⋅ Shuai Li ⋅ Cheng Chen ⋅ Bo Jiang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Trajectory Stitching for Solving Inverse Problems with Flow-Based Models

In Poster Session 4

Alexander Denker ⋅ Moshe Eliasof ⋅ Zeljko Kereta ⋅ Carola-Bibiane Schönlieb

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Budget-Constrained Step-Leve Diffusion Caching

In Poster Session 4

Mingkun Lei ⋅ Tong Zhao ⋅ Liangyu Yuan ⋅ Chi Zhang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Infinite-dimensional generative diffusions via Doob's h-transform

In Poster Session 4

Thorben Pieper-Sethmacher ⋅ Daniel Paulin

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

One-step Optimal Transport via Regularized Distribution Matching Distillation

In Poster Session 4

Denis Rakitin ⋅ Ivan Shchekotov ⋅ Viacheslav Meshchaninov ⋅ Dmitry Vetrov

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Weak Diffusion Priors Can Still Achieve Strong Inverse-Problem Performance

In Poster Session 4

Jing Jia ⋅ Wei Yuan ⋅ Sifan Liu ⋅ Liyue Shen ⋅ Guanyang Wang

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Rényi Diffusion Models

In Poster Session 4

Yirong Shen ⋅ Lu GAN ⋅ Cong Ling

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Stop Training for the Worst: Progressive Unmasking Accelerates Masked Diffusion Training

In Poster Session 4

Jaeyeon Kim ⋅ Jonathan Geuter ⋅ David Alvarez-Melis ⋅ Sham Kakade ⋅ Sitan Chen

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Q-Sched: Pushing the Boundaries of Few-Step Diffusion Models with Quantization-Aware Scheduling

In Poster Session 4

Natalia Frumkin ⋅ Diana Marculescu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Fast and Scalable Analytical Diffusion

In Poster Session 4

Xinyi Shang ⋅ Peng Sun ⋅ Jingyu Lin ⋅ Zhiqiang Shen

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

UnMaskFork: Test-Time Scaling for Masked Diffusion via Deterministic Action Branching

In Poster Session 4

Kou Misaki ⋅ Takuya Akiba

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Temporal Score Rescaling for Temperature Sampling in Diffusion and Flow Models

In Poster Session 4

Yanbo Xu ⋅ Yu Wu ⋅ Sungjae Park ⋅ Zhizhuo Zhou ⋅ Shubham Tulsiani

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Error Propagation Mechanisms and Compensation Strategies for Quantized Diffusion Models

In Poster Session 4

Songwei Liu ⋅ Chao Zeng ⋅ Chenqian Yan ⋅ Xurui Peng ⋅ WANG ⋅ Fangmin Chen ⋅ Xing Mei

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Learning Permutation Distributions via Reflected Diffusion on Ranks

In Poster Session 4

Sizhuang He ⋅ Yangtian Zhang ⋅ Shiyang Zhang ⋅ David van Dijk

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Lookahead Unmasking Elicits Reliable Decoding in Diffusion Language Models

In Poster Session 4

Sanghyun Lee ⋅ Seungryong Kim ⋅ Jongho Park ⋅ Dongmin Park

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Test-Time Anchoring for Discrete Diffusion Posterior Sampling

In Poster Session 4

Litu Rout ⋅ Andreas Lugmayr ⋅ Yasamin Jafarian ⋅ Srivatsan Varadharajan ⋅ Constantine Caramanis ⋅ Sanjay Shakkottai ⋅ Ira Kemelmacher-Shlizerman

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

FaPS: A General and Fast Training Method for Diffusion Models

In Poster Session 4

Xianglu Wang ⋅ Bangxian Han ⋅ Hu Ding

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Where Concept Erasure Should Occur: Concept–Layer Alignment in Text-to-Video Diffusion Models

In Poster Session 4

Yiwei Xie ⋅ Ping Liu ⋅ Zheng Zhang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Unifying Masked Diffusion Models with Various Generation Orders and Beyond

In Poster Session 4

Chunsan Hong ⋅ Sanghyun Lee ⋅ Jong Chul YE

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

SSR-Merge: Subspace Signal Routing for Training-Free LoRA Merging in Diffusion Models

In Poster Session 4

Zhengxuan Wei ⋅ Yi Dong ⋅ Zonghui Li ⋅ Xianhui Lin ⋅ Xing Liu ⋅ Hong Gu ⋅ Shaofeng Zhang ⋅ Wenbin Li ⋅ Qi Fan

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Localizing Memorized Regions in Diffusion Models via Coordinate-Wise Curvature Differences

In Poster Session 4

Gwangho Kim ⋅ Sungyoon Lee

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Prompt Reinjection: Alleviating Prompt Forgetting in Multimodal Diffusion Transformers

In Poster Session 4

Yuxuan Yao ⋅ Yuxuan Chen ⋅ Hui Li ⋅ Kaihui Cheng ⋅ Qipeng Guo ⋅ Yuwei Sun ⋅ Zilong Dong ⋅ Jingdong Wang ⋅ Siyu Zhu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Diffusion Models Preferentially Memorize Prototypical Examples or: Why Does My Diffusion Model Love Slop?

In Poster Session 4

Marta Aparicio Rodriguez ⋅ Anastasia Borovykh ⋅ Grigorios A Pavliotis ⋅ Daniel Korchinski

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Improving Sampling for Masked Diffusion Models via Information Gain

In Poster Session 4

Kaisen Yang ⋅ Jayden Teoh ⋅ Kaicheng Yang ⋅ Yitong Zhang ⋅ Alex Lamb

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Divide-and-Denoise: A Game-Theoretic Method for Fairly Composing Diffusion Models

In Poster Session 4

Abhi Gupta ⋅ Polina Barabanshchikova ⋅ Vikas Garg ⋅ Samuel Kaski ⋅ Tommi Jaakkola

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Can Simple Denoising Improve Uniform State Diffusion Models?

In Poster Session 4

Huaisheng Zhu ⋅ Zhengyu Chen ⋅ Shijie Zhou ⋅ Zhihui Xie ⋅ Yige Yuan ⋅ Shiqi Chen ⋅ Zhimeng Guo ⋅ Siyuan Xu ⋅ Hangfan Zhang ⋅ Teng Xiao ⋅ Vasant Honavar

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Any-Order GPT as Masked Diffusion Model: Decoupling Formulation and Architecture

In Poster Session 4

Shuchen Xue ⋅ Tianyu Xie ⋅ Tianyang Hu ⋅ Zijin Feng ⋅ Jiacheng Sun ⋅ Kenji Kawaguchi ⋅ Zhenguo Li ⋅ Zhi-Ming Ma

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Dependency-Aware Parallel Decoding via Attention for Diffusion LLMs

In Poster Session 4

Bumjun Kim ⋅ Dongjae Jeon ⋅ Moongyu Jeon ⋅ Albert No

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Generalized Discrete Diffusion with Self-Correction

In Poster Session 4

Linxuan Wang ⋅ Ziyi Wang ⋅ Yikun Bai ⋅ Wei Deng ⋅ Guang Lin ⋅ Qifan Song

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Designing noise schedules for diffusion models with spectral analysis

In Poster Session 4

Carlos Esteves ⋅ Ameesh Makadia

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Alignment-Guided Score Matching for Text-to-Image Alignment in Diffusion Models

In Poster Session 4

Jaa-Yeon Lee ⋅ Yeobin Hong ⋅ Taesung Kwon ⋅ Jong Chul YE

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

ContrastiveCFG: Guiding Diffusion Sampling by Contrasting Positive and Negative Concepts

In Poster Session 4

Jinho Chang ⋅ Changsun Lee ⋅ Hyungjin Chung ⋅ Jong Chul YE

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

You Don’t Need All That Attention: Surgical Memorization Mitigation in Text-to-Image Diffusion Models

In Poster Session 4

Kairan Zhao ⋅ Eleni Triantafillou ⋅ Peter Triantafillou

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Skipping the Zeros in Diffusion Models for Sparse Data Generation

In Poster Session 4

Phil Sidney Ostheimer ⋅ Mayank Kumar Nagda ⋅ Andriy Balinskyy ⋅ Gabriel Rodrigues ⋅ Jean Radig ⋅ Carl Herrmann ⋅ Stephan Mandt ⋅ Marius Kloft ⋅ Sophie Fellenz

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Multimarginal flow matching with optimal transport potentials

In Poster Session 4

Raghav Kansal ⋅ David Crair ⋅ Nghia Nguyen ⋅ Scott Pope ⋅ Bradley Parry

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Reconstructing Template-Memorized Images from Natural Prompts

In Poster Session 4

Sol Yarkoni ⋅ Mahmood Sharif ⋅ Roi Livni

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

From Moments to Models: Graphon-Mixture Learning for Mixup and Contrastive Learning

In Poster Session 4

Ali Azizpour ⋅ Reza Ramezanpour ⋅ Santiago Segarra

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

HiDe: Rethinking The Zoom-IN method in High Resolution MLLMs via Hierarchical Decoupling

In Poster Session 4

Xianjie Liu ⋅ Yiman Hu ⋅ Yixiong Zou ⋅ Liang Wu ⋅ Jian Xu ⋅ Bo Zheng

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

MemoryLLM: Plug-n-Play Interpretable Feed-Forward Memory for Transformers

In Poster Session 4

Ajay Jaiswal ⋅ Lauren Hannah ⋅ Han-Byul Kim ⋅ Duc Hoang ⋅ Arnav Kundu ⋅ Mehrdad Farajtabar ⋅ Minsik Cho

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Pull Requests as a Training Signal for Repo-Level Code Editing

In Poster Session 4

Qinglin Zhu ⋅ Tianyu Chen ⋅ Shuai Lu ⋅ Lei Ji ⋅ Runcong Zhao ⋅ Murong Ma ⋅ Xiangxiang Dai ⋅ Yulan He ⋅ Lin Gui ⋅ Peng CHENG ⋅ Yeyun Gong

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

TRIM: Token-wise Attention-Derived Saliency for Data-Efficient Instruction Tuning

In Poster Session 4

Manish Nagaraj ⋅ Sakshi Choudhary ⋅ Utkarsh Saxena ⋅ Deepak Ravikumar ⋅ Kaushik Roy

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Recontextualization Mitigates Specification Gaming Without Modifying the Specification

In Poster Session 4

Ariana Azarbal ⋅ Victor Gillioz ⋅ Vladimir Ivanov ⋅ Bryce Woodworth ⋅ jacob drori ⋅ Nevan Wichers ⋅ Aram Ebtekar ⋅ Alex Cloud ⋅ Alexander Turner

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Blending Supervised and Reinforcement Fine-Tuning with Prefix Sampling

In Poster Session 4

Zeyu Huang ⋅ Tianhao Cheng ⋅ Zihan Qiu ⋅ Zili Wang ⋅ Xu Yinghui ⋅ Edoardo Ponti ⋅ Ivan Titov

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Realistic Adaptive Merging

In Poster Session 4

Haokun Liu ⋅ Gyung Hyun Je ⋅ Marco Ciccone ⋅ Zhenlin Xu ⋅ Prasanth YSS ⋅ Colin Raffel

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

SERA: Soft-Verified Efficient Repository Agents

In Poster Session 4

Ethan Shen ⋅ Daniel Tormoen ⋅ Saurabh Shah ⋅ Ali Farhadi ⋅ Tim Dettmers

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Discrete Tilt Matching

In Poster Session 4

Shiyi Wang ⋅ Yuyuan Chen ⋅ Peter Potaptchik ⋅ Jaeyeon Kim ⋅ Michael Albergo

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

From Out-of-Distribution Detection to Hallucination Detection: A Geometric View

In Poster Session 4

Litian Liu ⋅ Reza Pourreza ⋅ Yubing Jian ⋅ Yao Qin ⋅ Roland Memisevic

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

MFCL Audio: An Audio Function Calling Evaluation for Large Language Models

In Poster Session 4

Huanzhi Mao ⋅ Aditya Ghai ⋅ Imra Dawoodani ⋅ Tony Ginart ⋅ Shishir G. Patil ⋅ John Emmons ⋅ Joseph E Gonzalez

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

When Model Merging Breaks Routing: Training-Free Calibration for MoE

In Poster Session 4

Canbin Huang ⋅ Tianyuan Shi ⋅ Xiaojun Quan ⋅ Jingang Wang ⋅ Jianfei Zhang ⋅ Qifan Wang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Breaking the Block: Preserving Data Continuity to Train Superior SAEs for Instruct Models

In Poster Session 4

Jiaming Li ⋅ Haoran Ye ⋅ Yukun Chen ⋅ Xinyue Li ⋅ Lei Zhang ⋅ Hamid Alinejad-Rokny ⋅ Jimmy Chih-Hsien Peng ⋅ Min Yang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

RAG without Forgetting: Continual Query-Infused Key Memory

In Poster Session 4

Yuntong Hu ⋅ Sha Li ⋅ Liang Zhao ⋅ Naren Ramakrishnan

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

AdaHC: Accelerating Multi-Token Prediction with Adaptive Head Chunking with Pipeline Parallelism

In Poster Session 4

Yan Wang ⋅ Chang Si ⋅ Kaiming Yang ⋅ Zhipeng Zhang ⋅ Weijian Liu ⋅ Man Yuan ⋅ Mingzhen Li ⋅ Yong Li ⋅ Weile Jia

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

SelfJudge: Faster Speculative Decoding via Self-Supervised Judge Verification

In Poster Session 4

Kanghoon Yoon ⋅ Minsub Kim ⋅ Sungjae Lee ⋅ Joonhyung Lee ⋅ Sunghyeon Woo ⋅ Yeonjun In ⋅ Se Jung Kwon ⋅ Chanyoung Park ⋅ Dongsoo Lee

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Incremental BPE Tokenization

In Poster Session 4

Shenghu Jiang ⋅ Ruihao Gong

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Entropy-informed Decoding: Adaptive Information-Driven Branching

In Poster Session 4

Benjamin Patrick Evans ⋅ Sumitra Ganesh ⋅ Leo Ardon

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Position Is All You Need: A Free Lunch Token Compression Strategy for MLLM-based Referring Expression Segmentation

In Poster Session 4

Yuhan Liu ⋅ Yixiong Zou ⋅ Yuhua Li ⋅ Ruixuan Li

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Simultaneous Speech-to-Speech Translation Without Aligned Data

In Poster Session 4

Tom Labiausse ⋅ Romain Fabre ⋅ Yannick Estève ⋅ Alexandre Défossez ⋅ Neil Zeghidour

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Guidance: Sentence-Level Citation Enforcement via Prefix-Tail Guidance during LLM Decoding

In Poster Session 4

Yirui Zhan ⋅ Xu ⋅ Jun Gao

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

MoLoRA: Composable Specialization via Per-Token Adapter Routing

In Poster Session 4

Shrey Shah ⋅ Justin Wagle

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Alignment-Aware Decoding

In Poster Session 4

Frédéric Berdoz ⋅ Luca Lanzendörfer ⋅ René Caky ⋅ Roger Wattenhofer

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Scaling the Scaling Logic: Agentic Meta-Synthesis of Logic Reasoning

In Poster Session 4

Bowen LIU ⋅ Zhi Wu ⋅ RunquanXie ⋅ Zhanhui Kang ⋅ Jia Li

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

MACD: Model-Aware Contrastive Decoding via Counterfactual Data for Video-LLMs

In Poster Session 4

Qixin Xiao ⋅ Kun Zhou

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

SEM-CTRL: Semantically Controlled Decoding

In Poster Session 4

Mohammad Albinhassan ⋅ Pranava Madhyastha ⋅ Alessandra Russo

[ Slides] [ Poster] [ URL] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

CoDA-Bench: Can Code Agents Handle Data-Intensive Tasks?

In Poster Session 4

Yuxin Zhang ⋅ Ju Fan ⋅ Meihao Fan ⋅ Shaolei Zhang ⋅ Xiaoyong Du

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Synthesizing Multimodal Geometry Datasets from Scratch and Enabling Visual Alignment via Plotting Code

In Poster Session 4

Haobo Lin ⋅ Tianyi Bai ⋅ Chen Chen ⋅ Jiajun Zhang ⋅ Bohan Zeng ⋅ Wentao Zhang ⋅ Binhang Yuan

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Proxy Compression for Language Modeling

In Poster Session 4

Lin Zheng ⋅ Li Xinyu ⋅ Qian Liu ⋅ Xiachong Feng ⋅ Lingpeng Kong

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

EAKV: An Entropy-Driven Adaptive KV Compression Framework for Long Video Understanding

In Poster Session 4

Hengrui Hu ⋅ Jingyu Li ⋅ Juntao Liang ⋅ Guanyu Chen ⋅ Lan Zhang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Large-Scale Terminal Agentic Trajectory Generation from Dockerized Environments

In Poster Session 4

Siwei Wu ⋅ Yizhi Li ⋅ Yuyang Song ⋅ Wei Zhang ⋅ Yang Wang ⋅ Riza Batista-Navarro ⋅ Xian Yang ⋅ Mingjie Tang ⋅ Bryan Dai ⋅ Jian Yang ⋅ Chenghua Lin

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Attention Projection Mixing with Exogenous Anchors

In Poster Session 4

Jonathan Su

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

OmniSIFT: Modality-Asymmetric Token Compression for Efficient Omni-modal Large Language Models

In Poster Session 4

Yue Ding ⋅ Yiyan Ji ⋅ Jungang Li ⋅ Xuyang Liu ⋅ Xinlong Chen ⋅ Junfei Wu ⋅ Bozhou Li ⋅ Bohan Zeng ⋅ Yang Shi ⋅ Yushuo Guan ⋅ Yuanxing Zhang ⋅ Jiaheng Liu ⋅ Qiang Liu ⋅ Pengfei Wan ⋅ Liang Wang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Test-Time Detoxification without Training or Learning Anything

In Poster Session 4

Baturay Saglam ⋅ Dionysios Kalogerias

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Robust Harmful Features Under Jailbreak Attacks: Mechanistic Evidence from Attention Head Specialization in Large Language Models

In Poster Session 4

Yanchen Yin ⋅ Dongqi Han ⋅ Linghui Li

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

MAGIC: A Co-Evolving Attacker–Defender Adversarial Game for Robust LLM Safety

In Poster Session 4

Xiaoyu Wen ⋅ Zhida He ⋅ Han Qi ⋅ Ziyu Wan ⋅ Zhongtian Ma ⋅ Ying Wen ⋅ Tianhang Zheng ⋅ Xingcheng Xu ⋅ Chaochao Lu ⋅ Qiaosheng Zhang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

STAR: Rethinking MoE Routing as Structure-Aware Subspace Learning

In Poster Session 4

Sumin Park ⋅ Noseong Park

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Dr. Kernel: Reinforcement Learning Done Right for Triton Kernel Generations

In Poster Session 4

Wei Liu ⋅ Jiawei Xu ⋅ Yingru Li ⋅ Longtao Zheng ⋅ Tianjian Li ⋅ Qian Liu ⋅ Junxian He

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Compress then Merge: From Multiple LoRAs into One Low-Rank Adapter

In Poster Session 4

Zhengbao He ⋅ Ruiqi Ding ⋅ Zhehao Huang ⋅ Ruikai Yang ⋅ Tao Li ⋅ Xiaolin Huang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Mitigating Manifold Departure: Uncertainty-aware Subspace Rectification for Trustworthy MLLM Decoding

In Poster Session 4

Yingxuan Zhuang ⋅ Miao Pan ⋅ Jingxiao Yang ⋅ Jintao Chen ⋅ Cheng Tan ⋅ Yuxiang Cai ⋅ Siwei Tan ⋅ Chen Zhi ⋅ Xuhong Zhang ⋅ Jianwei Yin

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Bring Future Vision: Dynamic Computation Allocation Guided by Lightweight Feature Forecaster

In Poster Session 4

Chao Han ⋅ Yijuan Liang ⋅ Zihao Xuan ⋅ Daokuan Wu ⋅ Wei Zhang ⋅ Xiaoyu Shen

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Identifying and Mitigating Errors in Gradient Aggregation of Distributed Data Parallel Training

In Poster Session 4

Zhenheng Tang ⋅ Junlin Huang ⋅ Zichen TANG ⋅ Xueze Kang ⋅ Yuxin Wang ⋅ Peijie Dong ⋅ Shaohuai Shi ⋅ Xiaowen Chu ⋅ Bo Li

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Deterministic Differentiable Structured Pruning for Large Language Models

In Poster Session 4

Weiyu Huang ⋅ Pengle Zhang ⋅ Xiaolu Zhang ⋅ JUN ZHOU ⋅ Jun Zhu ⋅ Jianfei Chen

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Detecting and Filtering Unsafe Training Data via Data Attribution with Denoised Representation

In Poster Session 4

Yijun Pan ⋅ Taiwei Shi ⋅ Jieyu Zhao ⋅ Jiaqi Ma

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Discovering Interpretable Algorithms by Decompiling Transformers to RASP

In Poster Session 4

Xinting Huang ⋅ Aleksandra Bakalova ⋅ Satwik Bhattamishra ⋅ William Merrill ⋅ Michael Hahn

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Multi-Head LatentMoE and Head Parallel: Communication-Efficient and Deterministic MoE Parallelism

In Poster Session 4

Chenwei Cui ⋅ Rockwell Jackson ⋅ Benjamin Joseph Herrera ⋅ Ana Tarano ⋅ Hannah Kerner

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

ANCHOR: Automated Alignment Auditing for CLI Agents on Real-World Harm

In Poster Session 4

Kefan Song ⋅ Yanjun Qi

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Token Sparse Attention: Efficient Long-Context Inference with Interleaved Token Selection

In Poster Session 4

Dongwon Jo ⋅ Beomseok Kang ⋅ Jiwon Song ⋅ jae-joon kim

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

UltraHorizon: Benchmarking LLM-Agent Capabilities in Ultra Long-Horizon Scenarios

In Poster Session 4

Haotian Luo ⋅ Huaisong Zhang ⋅ Xuelin Zhang ⋅ Haoyu Wang ⋅ Zeyu Qin ⋅ Wenjie Lu ⋅ Guozheng Ma ⋅ Haiying He ⋅ Yingsha Xie ⋅ Qiyang Zhou ⋅ Zixuan Hu ⋅ Hongze Mi ⋅ Yibo Wang ⋅ Naiqiang Tan ⋅ Hong Chen ⋅ Yi Fung ⋅ Chun Yuan ⋅ Li Shen

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Learning to Evict from Key-Value Cache

In Poster Session 4

Luca Moschella ⋅ Laura Manduchi ⋅ Ozan Sener

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

RLAnything: Forge Environment, Policy, and Reward Model in Completely Dynamic RL System

In Poster Session 4

Yinjie Wang ⋅ Tianbao Xie ⋅ Ke Shen ⋅ Mengdi Wang ⋅ Ling Yang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

FlexRank: Nested Low-Rank Knowledge Decomposition for Adaptive Model Deployment

In Poster Session 4

Riccardo Zaccone ⋅ Stefanos Laskaridis ⋅ Marco Ciccone ⋅ Samuel Horváth

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

MineDraft: A Framework for Batch Parallel Speculative Decoding

In Poster Session 4

Zhenwei Tang ⋅ Arun Verma ⋅ Zijian Zhou ⋅ Zhaoxuan Wu ⋅ Alok Prakash ⋅ Daniela Rus ⋅ Bryan Kian Hsiang Low

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

NEMO: Execution-Aware Optimization Modeling via Autonomous Coding Agents

In Poster Session 4

Yang Song ⋅ Anoushka Vyas ⋅ Zirui Wei ⋅ Sina Pakazad ⋅ Henrik Ohlsson ⋅ Graham Neubig

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

MIND: Multi-rationale INtegrated Discriminative Reasoning Framework for Multi-modal Large Models

In Poster Session 4

Chuang Yu ⋅ Jinmiao Zhao ⋅ Mingxuan Zhao ⋅ Yunpeng Liu ⋅ Xiujun Shu ⋅ Feng Yuanhao ⋅ Bo Wang ⋅ Xiangyu Yue

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

SiameseNorm: Breaking the Barrier to Reconciling Pre/Post-Norm

In Poster Session 4

Tianyu Li ⋅ Dongchen Han ⋅ Zixuan Cao ⋅ Haofeng Huang ⋅ Mengyu Zhou ⋅ Ming Chen ⋅ erchao.zec ⋅ xiaoxi jiang ⋅ guanjunjiang ⋅ Gao Huang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

ProtoKV: Streaming Video Understanding under Delayed Evidence with Summary-State Memory

In Poster Session 4

Ngoc Minh Le Tu ⋅ Jinyeong Lim ⋅ Dongsu Han

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Local Linearity of LLMs Enables Activation Steering via Model-Based Linear Optimal Control

In Poster Session 4

Julian Skifstad ⋅ Xinyue Annie Yang ⋅ Glen Chou

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Towards Understanding the Dynamics of Low-Rank Adaptation

In Poster Session 4

Shu Ding ⋅ Yang Peng ⋅ Hangan Zhou ⋅ Xinyu Lu ⋅ Shangwei Chen ⋅ Junhua Huang ⋅ Mingxuan Yuan ⋅ Wei Wang

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Inverse Depth Scaling From Most Layers Being Similar

In Poster Session 4

Yizhou Liu ⋅ Sara Kangaslahti ⋅ Ziming Liu ⋅ Jeff Gore

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

From Backward Spreading to Forward Replay: Revisiting Target Construction in LLM Parameter Editing

In Poster Session 4

Wei Liu ⋅ Hongkai Liu ⋅ Zhiying Deng ⋅ Yee-Whye Teh ⋅ Wee Sun Lee

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Fast and Accurate Causal Parallel Decoding using Jacobi Forcing

In Poster Session 4

Lanxiang Hu ⋅ Siqi Kou ⋅ Yichao Fu ⋅ Samyam Rajbhandari ⋅ Tajana Rosing ⋅ Yuxiong He ⋅ Zhijie Deng ⋅ Hao Zhang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Investigating Advanced Reasoning of Large Language Models via Black-Box Interaction

In Poster Session 4

Congchi Yin ⋅ Tianyi Wu ⋅ Yankai Shu ⋅ Alex Gu ⋅ Yun Wang ⋅ Jun Shao ⋅ xun jiang ⋅ Piji Li

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

RePo: Language Models with Context Re-Positioning

In Poster Session 4

Huayang Li ⋅ Tianyu Zhao ⋅ Deng Cai ⋅ Richard Sproat

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Plan for Speed: Dilated Scheduling for Masked Diffusion Language Models

In Poster Session 4

Omer Luxembourg ⋅ Haim Permuter ⋅ Eliya Nachmani

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Singular Proxies for Adaptive Caching in Diffusion Language Models

In Poster Session 4

Wenhao SUN ⋅ Rong-Cheng Tu ⋅ Yifu Ding ⋅ Zhao Jin ⋅ Jingyi Liao ⋅ Yongcheng Jing ⋅ Dacheng Tao

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

The Unlearnability Phenomenon in RLVR for Language Models

In Poster Session 4

Yulin Chen ⋅ He He ⋅ Chen Zhao

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

REAL: Resolving Knowledge Conflicts in Knowledge-Intensive Visual Question Answering via Reasoning-Pivot Alignment

In Poster Session 4

Kai Ye ⋅ Xianwei Mao ⋅ Sheng Zhou ⋅ Zirui Shao ⋅ Ye Mo ⋅ Liangliang Liu ⋅ Haikuan Huang ⋅ Bin Li ⋅ Jiajun Bu

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Fantastic Reasoning Behaviors and Where to Find Them: Unsupervised Discovery of the Reasoning Process

In Poster Session 4

Zhenyu Zhang ⋅ Shujian Zhang ⋅ John Lambert ⋅ Wenxuan Zhou ⋅ Zhangyang “Atlas” Wang ⋅ Mingqing Chen ⋅ Andrew Hard ⋅ Rajiv Mathews ⋅ Lun Wang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

GRPO is Secretly a Process Reward Model

In Poster Session 4

Michael Sullivan ⋅ Alexander Koller

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

A geometric relation of the error introduced by sampling a language model's output distribution to its internal state

In Poster Session 4

Albert F. Modenbach

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

EchoRL: Reinforcement Learning via Rollout Echoing

In Poster Session 4

Jinhe Bi ⋅ Aniri - ⋅ Minglai Yang ⋅ Xingcheng Zhou ⋅ Wenke Huang ⋅ Sikuan Yan ⋅ Yujun Wang ⋅ Zixuan Cao ⋅ Michael Färber ⋅ Xun Xiao ⋅ Volker Tresp ⋅ Yunpu Ma

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Visual Para-Thinker: Divide-and-Conquer Reasoning for Visual Comprehension

In Poster Session 4

Haoran Xu ⋅ hongyu wang ⋅ Jiaze Li ⋅ Shunpeng Chen ⋅ Zizhao Tong ⋅ Jianzhong Ju ⋅ Zhenbo Luo ⋅ Jian Luan

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Push, Pop, Parallelize: Stack-Augmented Linear Attention via the Delta Rule

In Poster Session 4

Anh T Nguyen ⋅ Saleh Momeni ⋅ Ashutosh Chaubey ⋅ Changnan Xiao ⋅ Bing Liu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

ThoughtFold: Folding Reasoning Chains via Introspective Preference Learning

In Poster Session 4

Ziyan Liu ⋅ Xueda Shen ⋅ Yuzhe Gu ⋅ songyang gao ⋅ Kuikun Liu ⋅ Cheng ⋅ Chengqi Lyu ⋅ Dahua Lin ⋅ Wenwei Zhang ⋅ Kai Chen

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Privileged Information Distillation for Language Models

In Poster Session 4

Emiliano Penaloza ⋅ Dheeraj Vattikonda ⋅ Nicolas Gontier ⋅ Alexandre Lacoste ⋅ Laurent Charlin ⋅ Massimo Caccia

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Coevolutionary Continuous Discrete Diffusion: Make Your Diffusion Language Model a Latent Reasoner

In Poster Session 4

Cai Zhou ⋅ Zekai Tong ⋅ Yi Hu ⋅ Chenyu Wang ⋅ Chubin Zhang ⋅ Muhan Zhang ⋅ Lester Mackey ⋅ Tommi Jaakkola ⋅ Stephen Bates ⋅ Dinghuai Zhang

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text

In Poster Session 4

Ximing Lu ⋅ David Acuna ⋅ Jaehun Jung ⋅ Jian Hu ⋅ Di Zhang ⋅ Shizhe Diao ⋅ Yunheng Zou ⋅ Shaokun Zhang ⋅ Brandon Cui ⋅ Mingjie Liu ⋅ Hyunwoo Kim ⋅ Prithviraj Ammanabrolu ⋅ Jan Kautz ⋅ Yi Dong ⋅ Yejin Choi

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

The Flexibility Trap: Rethinking the Value of Arbitrary Order in Diffusion Language Models

In Poster Session 4

Zanlin Ni ⋅ Shenzhi Wang ⋅ Yang Yue ⋅ Tianyu Yu ⋅ Weilin Zhao ⋅ Yeguo Hua ⋅ Tianyi Chen ⋅ Jun Song ⋅ YuCheng ⋅ Bo Zheng ⋅ Gao Huang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Masks Can Be Distracting: On Context Comprehension in Diffusion Language Models

In Poster Session 4

Julianna Piskorz ⋅ Cristina Pinneri ⋅ Alvaro Correia ⋅ Motasem Alfarra ⋅ Risheek Garrepalli ⋅ Christos Louizos

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

The Tell-Tale Norm: $\ell_2$ Magnitude as a Signal for Reasoning Dynamics in Large Language Models

In Poster Session 4

Jinyang Zhang ⋅ Hongxin Ding ⋅ Yue Fang ⋅ Weibin Liao ⋅ Muyang Ye ⋅ Junfeng Zhao ⋅ Yasha Wang

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

ToMoE: Converting Dense Large Language Models to Mixture-of-Experts through Dynamic Structural Pruning

In Poster Session 4

Shangqian Gao ⋅ Ting Hua ⋅ Reza Shirkavand ⋅ Chi-Heng Lin ⋅ Zheng Tang ⋅ Zhengao Li ⋅ Longge Yuan ⋅ Fangyi Li ⋅ Zeyu Zhang ⋅ Alireza Ganjdanesh ⋅ Qian Lou ⋅ Jie Xu ⋅ Yen-Chang Hsu

[ URL] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Breaking the Echo Chamber: A Dynamic Ensemble Pruning Perspective on MoE

In Poster Session 4

Xinlai Kang ⋅ Dunyao Xue ⋅ Zhengbo Wang ⋅ Chengshuo Du ⋅ Cheng Meng ⋅ Hanting Chen ⋅ Hang Zhou ⋅ Xinghao Chen

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Learnability-Informed Fine-Tuning of Diffusion Language Models

In Poster Session 4

Shubham Parashar ⋅ Atharv Chagi ⋅ Jacob Helwig ⋅ Lakshmi Madhavarapu ⋅ Sushil Vemuri ⋅ James Caverlee ⋅ Dileep Kalathil ⋅ Shuiwang Ji

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Orthogonal Hierarchical Decomposition for Structure-Aware Table Understanding with Large Language Models

In Poster Session 4

Bin Cao ⋅ huixian lu ⋅ chenwen ma ⋅ Ting Wang ⋅ Ruizhe Li ⋅ JING FAN

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

On Multi-Step Theorem Prediction via Non-Parametric Structural Priors

In Poster Session 4

Junbo Zhao ⋅ Ting Zhang ⋅ Can Li ⋅ Wei He ⋅ Jingdong Wang ⋅ Hua Huang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Distributional Alignment Games for Answer-Level Fine-Tuning

In Poster Session 4

Mehryar Mohri ⋅ Jon Schneider ⋅ Yifan Wu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Simple Policy Gradients for Reasoning with Diffusion Language Models

In Poster Session 4

Anthony Zhan

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Edit-Based Refinement for Parallel Masked Diffusion Language Models

In Poster Session 4

Houxing Ren ⋅ Mingjie Zhan ⋅ Zimu Lu ⋅ Ke Wang ⋅ Yunqiao Yang ⋅ Haotian Hou ⋅ Junting Pan ⋅ Hongsheng Li

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Reasoning Can Be Restored by Correcting a Few Decision Tokens

In Poster Session 4

Shen Changshuo ⋅ Leheng Sheng ⋅ Yuxin Chen ⋅ Xiang Wang ⋅ An Zhang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Revisiting Anisotropy in Language Transformers: The Geometry of Learning Dynamics

In Poster Session 4

Raphael Bernas ⋅ Fanny Jourdan ⋅ Antonin Poché ⋅ Céline Hudelot

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Does Your Reasoning Model Implicitly Know When to Stop Thinking?

In Poster Session 4

Zixuan Huang ⋅ Xin Xia ⋅ Yuxi Ren ⋅ Jianbin Zheng ⋅ Xuanda Wang ⋅ Zhixia Zhang ⋅ Hongyan Xie ⋅ Songshi Liang ⋅ Zehao Chen ⋅ Xuefeng Xiao ⋅ Fuzhen Zhuang ⋅ Jianxin Li ⋅ Yikun Ban ⋅ deqing wang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Revealing Behavioral Plasticity in Large Language Models: A Token-Conditional Perspective

In Poster Session 4

Liyuan Mao ⋅ Le Yu ⋅ Jing Zhou ⋅ Chujie Zheng ⋅ Bowen Yu ⋅ Chang Gao ⋅ Shixuan Liu ⋅ An Yang ⋅ Weinan Zhang ⋅ Junyang Lin

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

REVIS: Sparse Latent Steering to Mitigate Object Hallucination in Large Vision-Language Models

In Poster Session 4

Jialin Wu ⋅ Wei Shi ⋅ Han Shen ⋅ Peigui Qi ⋅ Kunsheng Tang ⋅ Zhicong Huang ⋅ Binghao Wang ⋅ Zhou Yang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Position: Stop Anthropomorphizing Intermediate Tokens as Reasoning/Thinking Traces!

In Poster Session 4

Subbarao Kambhampati ⋅ Karthik Valmeekam ⋅ Siddhant Bhambri ⋅ Vardhan Palod ⋅ Lucas Saldyt ⋅ Kaya Stechly ⋅ Soumya Samineni ⋅ Durgesh Kalwar ⋅ Upasana Biswas

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Towards Multimodal Large Language Models with Both Training and Inference Efficiency

In Poster Session 4

Qianhao Yuan ⋅ Yanjiang Liu ⋅ Guozhao Mo ⋅ Yaojie Lu ⋅ Hongyu Lin ⋅ Jia Zheng ⋅ Ben He ⋅ Xianpei Han ⋅ Le Sun

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Mosaic: Unlocking Over 30$\times$ Context Length for Diffusion LLMs Inference via Global Memory Planning and Dynamic Peak Taming

In Poster Session 4

Liang Zheng ⋅ Bowen Shi ⋅ Yitao Hu ⋅ Jiawei Zhang ⋅ Ruofan Li ⋅ Guotao Yang ⋅ Zhixin Zhao ⋅ Zhengchao Wang ⋅ Sheng Chen ⋅ Wenxin Li ⋅ Dezhi Ran ⋅ Tao Xie ⋅ Keqiu Li

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

TRIP-Bench: A Benchmark for Long-Horizon Interactive Agents in Real-World Scenarios

In Poster Session 4

Yuanzhe Shen ⋅ Zisu Huang ⋅ Zhengyuan Wang ⋅ Muzhao Tian ⋅ Zhengkang Guo ⋅ Chenyang Zhang ⋅ Shuaiyu Zhou ⋅ Zengjie Hu ⋅ Dailin Li ⋅ Kaimin Wang ⋅ Wenhao Liu ⋅ Tianlong Li ⋅ feng hong ⋅ Cao Liu ⋅ Ke Zeng

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

SWE-rebench V2: Language-Agnostic SWE Task Collection at Scale

In Poster Session 4

Ibragim Badertdinov ⋅ Maksim Nekrashevich ⋅ Anton Shevtsov ⋅ Aleksandr Golubev

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Easier to Judge than to Find: Predicting In-Context Learning Success for Demonstration Selection

In Poster Session 4

Haochun Wang ⋅ Chaofen Yang ⋅ Jiatong Liu ⋅ Jingbo Wang ⋅ Zewen Qiang ⋅ Sendong Zhao ⋅ Ting Liu ⋅ Bing Qin

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Retaining by Doing: The Role of On-Policy Data in Mitigating Forgetting

In Poster Session 4

Howard Chen ⋅ Noam Razin ⋅ Karthik Narasimhan ⋅ Danqi Chen

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Search-R2: Enhancing Search-Integrated Reasoning via Actor-Refiner Collaboration

In Poster Session 4

Bowei He ⋅ Minda Hu ⋅ Zenan Xu ⋅ Hongru WANG ⋅ Licheng Zong ⋅ Yankai Chen ⋅ Chen Ma ⋅ Xue Liu ⋅ PlutoZhou ⋅ Irwin King

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Asymmetric Prompt Weighting for Reinforcement Learning with Verifiable Rewards

In Poster Session 4

Reinhard Heckel ⋅ Mahdi Soltanolkotabi ⋅ Christos Thrampoulidis

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Bringing Code ALIVE: Optimizing Interactive Frontend Mini-Games via Automated Play and Reinforcement Learning at Scale

In Poster Session 4

Jiajun Zhang ⋅ Yuheng Jing ⋅ Zeyu Cui ⋅ Hao Zheng ⋅ Wentao Chen ⋅ Kaixin Li ⋅ Jiaxi Yang ⋅ Tianbao Xie ⋅ Zeyao Ma ⋅ Tianyi Bai ⋅ KaShun SHUM ⋅ Lei Zhang ⋅ Kai Li ⋅ Jian Cheng ⋅ Zilei Wang ⋅ Qiang Liu ⋅ Liang Wang ⋅ Junyang Lin ⋅ Binyuan Hui

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Rubric Curriculum RL: Exploiting the Generation-Verification Gap in Creative Writing

In Poster Session 4

Tejas Krishnan ⋅ Sumeet Motwani ⋅ Charles London ⋅ Suhaas Bhat ⋅ Huitian Jiao ⋅ Phil Torr ⋅ Riashat Islam ⋅ Christopher Summerfield ⋅ Christian Schroeder de Witt ⋅ Qilong Gu ⋅ Shital Shah

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Implicit Actor Critic Coupling via a Supervised Learning Framework for RLVR

In Poster Session 4

Jiaming Li ⋅ Longze Chen ⋅ Ze Gong ⋅ Yukun Chen ⋅ Lu Wang ⋅ Wanwei He ⋅ Run Luo ⋅ Minzheng Wang ⋅ Lei Zhang ⋅ Haoran Ye ⋅ Min Yang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

LECTOR: Joint Learning of Scientific Reasoning Graphs and Introduction Generation

In Poster Session 4

Jiabei Xiao ⋅ Yizhou Wang ⋅ Chen Tang ⋅ Pengze Li ⋅ Wanli Ouyang ⋅ SHIXIANG TANG

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Neural Thickets: Diverse Task Experts Are Dense Around Pretrained Weights

In Poster Session 4

Yulu Gan ⋅ Phillip Isola

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

One Tool Is Enough: Reinforcement Learning of LLM Agents for Repository-Level Code Navigation

In Poster Session 4

Zhaoxi Zhang ⋅ Yitong Duan ⋅ Yanzhi Zhang ⋅ Yiming Xu ⋅ Zhixiang Wang ⋅ Kun Liang ⋅ Yang Li ⋅ Jiahui Liang ⋅ Deguo Xia ⋅ Jizhou Huang ⋅ Jiyan He ⋅ Shuxin Zheng ⋅ Yunfang Wu

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

On Information Self-Locking in Reinforcement Learning for Active Reasoning

In Poster Session 4

Deyu Zou ⋅ Yongqiang Chen ⋅ Fan Feng ⋅ Mufei Li ⋅ Pan Li ⋅ Yu Gong ⋅ James Cheng

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

ScaleEnv: Scaling Environment Synthesis from Scratch for Generalist Interactive Tool-Use Agent Training

In Poster Session 4

Dunwei Tu ⋅ Hongyan Hao ⋅ Hansi Yang ⋅ Yihao Chen ⋅ Yu Yang ⋅ Yueqing Sun ⋅ Xingchen Liu ⋅ Furao Shen ⋅ Qi GU ⋅ Hui Su ⋅ Xunliang Cai

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

DRIVE: Best Data Scheduling Practices for Reinforcement Learning with Verifiable Reward in Competitive Code Generation

In Poster Session 4

Speed Zhu ⋅ Chuheng Zhang ⋅ Jianwei Cai ⋅ Guang Chen ⋅ Lulu Wu ⋅ Xiaolong Xu ⋅ Xuyun Zhang ⋅ Saiyong Yang ⋅ Wiggin Zhou

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

ConFu: Contemplate the Future for Better Speculative Sampling

In Poster Session 4

Zongyue Qin ⋅ Raghavv Goel ⋅ Risheek Garrepalli ⋅ Mukul Gagrani ⋅ Mingu Lee ⋅ Yizhou Sun

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Self-Evolving LLM Agents under Offline Data Support

In Poster Session 4

Yudi Zhang ⋅ Meng Fang ⋅ Zhenfang Chen ⋅ Mykola Pechenizkiy

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

D²Evo: Dual Difficulty-Aware Self-Evolution for Data-Efficient Reinforcement Learning

In Poster Session 4

Ru Zhang ⋅ Renda Li ⋅ Ziyu Ma ⋅ Weijie Qiu ⋅ Chongyang Tao ⋅ Yong Wang ⋅ Xiangxiang Chu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Demystifying Scientific Problem-Solving in LLMs by Probing Knowledge and Reasoning

In Poster Session 4

Alan Li ⋅ Yixin Liu ⋅ Arpan Sarkar ⋅ Doug Downey ⋅ Arman Cohan

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Intrinsic Credit Assignment for Long Horizon Interaction

In Poster Session 4

Ilze Amanda Auzina ⋅ Joschka Strüber ⋅ Sergio Hernández-Gutiérrez ⋅ Shashwat Goel ⋅ Ameya Pandurang Prabhu ⋅ Matthias Bethge

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

When Drafts Evolve: Speculative Decoding Meets Online Learning

In Poster Session 4

Yu-Yang Qian ⋅ Hao-Cong Wu ⋅ Yichao Fu ⋅ Hao Zhang ⋅ Peng Zhao

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

TodoEvolve: Learning to Architect Agent Planning Systems

In Poster Session 4

Jiaxi Liu ⋅ Yanzuo Jiang ⋅ Guibin Zhang ⋅ Zihan Zhang ⋅ Heng Chang ⋅ Zhenfei Yin ⋅ Qibing Ren ⋅ Junchi Yan

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Reinforcement Learning with Evolving Rubrics for Deep Research

In Poster Session 4

Rulin Shao ⋅ Akari Asai ⋅ Shannon Shen ⋅ Hamish Ivison ⋅ Varsha Kishore ⋅ Jingming Zhuo ⋅ Xinran Zhao ⋅ Molly Park ⋅ Samuel Finlayson ⋅ David Sontag ⋅ Tyler Murray ⋅ Sewon Min ⋅ Pradeep Dasigi ⋅ Luca Soldaini ⋅ Faeze Brahman ⋅ Scott Yih ⋅ Sherry Wu ⋅ Luke Zettlemoyer ⋅ Yoon Kim ⋅ Hannaneh Hajishirzi ⋅ Pang Wei Koh

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Inference Time Optimization with Confidence Dynamics

In Poster Session 4

Yu Wang ⋅ Minghao Liu ⋅ Jiayun Wang ⋅ Jinrui Huang ⋅ Ankit Shah ⋅ Wei Wei

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Imitation Learning for Multi-turn LM Agents via On-policy Expert Corrections

In Poster Session 4

Niklas Lauffer ⋅ Xiang Deng ⋅ Srivatsa Kundurthy ⋅ Brad Kenstler ⋅ Jeff Da

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Language-based Trial and Error Falls Behind in the Era of Experience

In Poster Session 4

Haoyu Wang ⋅ Guozheng Ma ⋅ Shugang Cui ⋅ Yilun Kong ⋅ Haotian Luo ⋅ Li Shen ⋅ Mengya Gao ⋅ Yichao Wu ⋅ Xiaogang Wang ⋅ Dacheng Tao

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Replay Failures as Successes: Sample-Efficient Reinforcement Learning for Instruction Following

In Poster Session 4

Kongcheng Zhang ⋅ QI YAO ⋅ Shunyu Liu ⋅ Wenjian Zhang ⋅ Cen ⋅ Yang Zhou ⋅ Wenkai Fang ⋅ Yiru Zhao ⋅ Baisheng Lai ⋅ Mingli Song

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

MASH: Modeling Abstention via Selective Help-Seeking

In Poster Session 4

Mustafa Omer Gul ⋅ Claire Cardie ⋅ Tanya Goyal

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Restoring Exploration after Post-Training: Latent Exploration Decoding for Large Reasoning Models

In Poster Session 4

Wenhui Tan ⋅ Fiorenzo Parascandolo ⋅ Enver Sangineto ⋅ Jianzhong Ju ⋅ Zhenbo Luo ⋅ Qian Cao ⋅ Rita Cucchiara ⋅ Ruihua Song ⋅ Jian Luan

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Optimizing Language Models for Crosslingual Knowledge Consistency

In Poster Session 4

Tianyu Liu ⋅ Jirui Qi ⋅ Mrinmaya Sachan ⋅ Ryan Cotterell ⋅ Raquel Fernández ⋅ Arianna Bisazza

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Agentic Model Predictive Questioning Control in Visual Design

In Poster Session 4

Kuang-Da Wang ⋅ Zhao Wang ⋅ Wei-Yao Wang ⋅ Yotaro Shimose ⋅ Jaechang Kim ⋅ Shingo Takamatsu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

How to Correctly Report LLM-as-a-Judge Evaluations

In Poster Session 4

Chungpa Lee ⋅ Thomas Zeng ⋅ Jongwon Jeong ⋅ Jy-yong Sohn ⋅ Kangwook Lee

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

From Prompts to Tokens: Internalizing Causal Supervision in Vision-Language Model for Multi-Image Causal Reasoning

In Poster Session 4

Haoping Yu ⋅ Yuanxi Li ⋅ Jing Ma

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

InftyThink+: Effective and Efficient Infinite-Horizon Reasoning via Reinforcement Learning

In Poster Session 4

Yuchen Yan ⋅ Liang Jiang ⋅ Jin Jiang ⋅ Shuaicheng Li ⋅ zujie wen ⋅ Zhiqiang Zhang ⋅ JUN ZHOU ⋅ Jian Shao ⋅ Yueting Zhuang ⋅ Yongliang Shen

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Models Under SCOPE: Scalable and Controllable Routing via Pre-hoc Reasoning

In Poster Session 4

Qi Cao ⋅ Shuhao Zhang ⋅ Ruizhe Zhou ⋅ Ruiyi Zhang ⋅ Peijia Qin ⋅ Pengtao Xie

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Understanding Multimodal Learning: A Loss Landscape Smoothness Perspective

In Poster Session 4

Jae-Jun Lee ⋅ Sung Whan Yoon

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Robust-U1: Can MLLMs Self-Recover Corrupted Visual Content for Robust Understanding?

In Poster Session 4

Jiaqi Tang ⋅ Jianmin Chen ⋅ Youyang Zhai ⋅ Wei Wei ⋅ Runtao Liu ⋅ Mengjie Zhao ⋅ Xiangyu Wu ⋅ Qingfa Xiao ⋅ Qifeng Chen

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

AudioMosaic: Contrastive Masked Audio Representation Learning

In Poster Session 4

Hanxun Huang ⋅ Qizhou Wang ⋅ Xingjun Ma ⋅ Cihang Xie ⋅ Christopher Leckie ⋅ Sarah Erfani

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

QuITE: Query-based Irregular Time-series Embedding

In Poster Session 4

Junghoon Lim

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Sign Lock-In: Randomly Initialized Weight Signs Persist and Bottleneck Sub-Bit Model Compression

In Poster Session 4

Akira Sakai ⋅ Yuma Ichikawa

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

A Unified Density Operator View of Flow Control and Merging

In Poster Session 4

Riccardo De Santi ⋅ Malte Franke ⋅ Ya-Ping Hsieh ⋅ Andreas Krause

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Beyond Description: Federated Adaptation via Semantic-Visual Prototype Alignment

In Poster Session 4

Jiarong Yang ⋅ Yuan Liu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

How Hard Can It Be? Hardness-Aware Multi-Objective Unlearning

In Poster Session 4

Jiangwei Chen ⋅ Xinyuan Niu ⋅ Rachael Hwee Ling Sim ⋅ Zhengyuan Liu ⋅ Nancy Chen ⋅ Bryan Kian Hsiang Low

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Learning on Higher-Order Structures with Effective Operators

In Poster Session 4

Maximilian Krahn ⋅ Lennart Bastian ⋅ Tolga Birdal ⋅ Björn Schuller ⋅ Vikas Garg

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

RL4RLA: Teaching ML to Discover Randomized Linear Algebra Algorithms through Curriculum Design and Graph-based Search

In Poster Session 4

Jinglong Xiong ⋅ Xiaotian Liu ⋅ Ruoxin Wang ⋅ Zihang Liu ⋅ Yefan Zhou ⋅ Yujun Yan ⋅ Yaoqing Yang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

MINT: Minimal Information Neuro-Symbolic Tree for Objective-Driven Knowledge-Gap Reasoning and Active Elicitation

In Poster Session 4

Zeyu Fang ⋅ Mahdi Imani ⋅ Tian Lan

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Axiomatic Atlas: A Prescriptive Framework for Neural Architecture Design

In Poster Session 4

Minghao Guo ⋅ Wojciech Matusik

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Beyond Rational Illusion: Behaviorally Realistic Strategic Classification

In Poster Session 4

Xinpeng Lv ⋅ Yunxin Mao ⋅ Renzhe Xu ⋅ Chunyuan Zheng ⋅ Jinxuan Yang ⋅ Yikai Chen ⋅ Yuanlong Chen ⋅ Yang Shi ⋅ Yuanxing Zhang ⋅ Haoxuan Li ⋅ Wenjing Yang ⋅ Shaowu Yang ⋅ Zhouchen Lin ⋅ Haotian Wang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Aggregate Models, Not Explanations: Improving Feature Importance Estimation

In Poster Session 4

Joseph Paillard ⋅ Angel REYERO LOBO ⋅ Denis-Alexander Engemann ⋅ Thirion Bertrand

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

ProConMV: Provenance-Enabled Conceptual Framework for Interpretable Multi-View Diabetic Retinopathy Diagnosis

In Poster Session 4

Xiaoling Luo ⋅ Shuo Yang ⋅ Qihao Xu ⋅ Chengliang Liu ⋅ Jiansong Zhang ⋅ Zhuoqin Yang ⋅ Zhihui Lai ⋅ Linlin Shen

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

ECSEL: Explainable Classification via Signomial Equation Learning

In Poster Session 4

Adia C. Lumadjeng ⋅ Ilker Birbil ⋅ Erman Acar

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

GeoEvo: Identity-Aware Potential Game with Geometric Evolution for Personalized Multimodal Federated Learning

In Poster Session 4

CHEN WANG ⋅ Yongli Hu ⋅ Huajie Jiang ⋅ Kan Guo ⋅ Tengfei Liu ⋅ Junbin Gao ⋅ Yanfeng Sun ⋅ Baocai Yin

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Conformal Policy Control

In Poster Session 4

Drew Prinster ⋅ Clara Fannjiang ⋅ Ji Won Park ⋅ Kyunghyun Cho ⋅ Anqi Liu ⋅ Suchi Saria ⋅ Samuel Stanton

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

KANFIS: A Neuro-Symbolic Framework for Interpretable and Uncertainty-Aware Learning

In Poster Session 4

Binbin Yong ⋅ HAORAN PEI ⋅ Jun Shen ⋅ Haoran Li ⋅ Qingguo Zhou ⋅ Zhao Su

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

A Probabilistic Framework for LLM-Based Model Discovery

In Poster Session 4

Stefan Wahl ⋅ Raphaela Schenk ⋅ Ali Farnoud ⋅ Jakob Macke ⋅ Daniel Gedon

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Taming the Loss Landscape of PINNs with Noisy Feynman–Kac Supervision: Operator Preconditioning and Non-Asymptotic Error Bounds

In Poster Session 4

Nathanael Tepakbong ⋅ Hanyu HU ⋅ Chengyu Liu ⋅ Xiang ZHOU

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

When Tabular Foundation Models Meet Strategic Tabular Data: A Prior Alignment Approach

In Poster Session 4

Xinpeng Lv ⋅ Yunxin Mao ⋅ Renzhe Xu ⋅ Chunyuan Zheng ⋅ Haoxuan Li ⋅ Yikai Chen ⋅ Jinxuan Yang ⋅ Wanrong Huang ⋅ Yuanlong Chen ⋅ Mingyang Geng ⋅ Shixuan Liu ⋅ Kun Kuang ⋅ Shaowu Yang ⋅ Wenjing Yang ⋅ Zhouchen Lin ⋅ Haotian Wang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Exact Functional ANOVA Decomposition for Categorical Inputs

In Poster Session 4

Baptiste Ferrere ⋅ Nicolas Bousquet ⋅ Gamboa Fabrice ⋅ Jean-Michel Loubes ⋅ Joseph Muré

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Linguistic Nepotism: Trading-off Quality for Language Preference in Multilingual RAG

In Poster Session 4

Dayeon Ki ⋅ Marine Carpuat ⋅ Paul McNamee ⋅ Daniel Khashabi ⋅ Eugene Yang ⋅ Dawn Lawrie ⋅ Kevin Duh

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

VocSim A Training-free Benchmark for Zero-shot Content Identity in Single-source Audio

In Poster Session 4

Maris Basha ⋅ Anja T. Zai ⋅ Sabine Stoll ⋅ Richard Hahnloser

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

On Stable Long-Form Generation: Benchmarking and Mitigating Length Volatility

In Poster Session 4

Zhitao He ⋅ Haolin Yang ⋅ Rui Min ⋅ Zeyu Qin ⋅ Yi Fung

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Adaptive Testing for LLM Evaluation: A Psychometric Alternative to Static Benchmarks

In Poster Session 4

Peiyu Li ⋅ Xiuxiu Tang ⋅ Si Chen ⋅ Ying Cheng ⋅ Ronald Metoyer ⋅ Ting Hua ⋅ Nitesh Chawla

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

AgentNoiseBench: Benchmarking Robustness of Tool-Using LLM Agents Under Noisy Condition

In Poster Session 4

Ruipeng Wang ⋅ Yuxin Chen ⋅ Yukai Wang ⋅ Chang Wu ⋅ Junfeng Fang ⋅ Xiaodong Cai ⋅ Qi GU ⋅ Hui Su ⋅ An Zhang ⋅ Xiang Wang ⋅ Xunliang Cai ⋅ Tat-Seng Chua

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Unveiling Multi-regime Patterns in SciML: Distinct Failure Modes and Regime-specific Optimization

In Poster Session 4

Yuanzhe Hu ⋅ Xiaopeng Wang ⋅ Yuxin Wang ⋅ Xiaokun Zhong ⋅ Haiquan Lu ⋅ Tianyu Pang ⋅ Michael Mahoney ⋅ Yujun Yan ⋅ Pu Ren ⋅ Yaoqing Yang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Position: ICML Should Treat Hosted LLM APIs as Versioned Dependencies and Require Drift-Audit Artifacts

In Poster Session 4

Utsav Gupta

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Systematic Failures in Collective Reasoning under Distributed Information in Multi-Agent LLMs

In Poster Session 4

Yuxuan Li ⋅ Aoi Naito ⋅ Hirokazu Shirado

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Quantifying Frontier LLM Capabilities for Container Sandbox Escape

In Poster Session 4

Rahul Marchand ⋅ Art Cathain ⋅ Jerome Wynne ⋅ Philippos Giavridis ⋅ Sam Deverett ⋅ John Wilkinson ⋅ Jason Gwartz ⋅ Harry Coppock

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Towards Fair Sequential Decision-Making: A Causal Decomposition Approach

In Poster Session 4

Jiajun Chen ⋅ Jin Tian ⋅ Chris Quinn

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Understanding the Gaps in Satisficing Bandits

In Poster Session 4

Chloé Rouyer ⋅ Ronald Ortner ⋅ Peter Auer

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Continual Learning of Domain-Invariant Representations

In Poster Session 4

Pascal Janetzky ⋅ Dr. Tobias Schlagenhauf ⋅ Stefan Feuerriegel

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Prior Diffusiveness and Regret in the Linear-Gaussian Bandit

In Poster Session 4

Yifan Zhu ⋅ John Duchi ⋅ Benjamin Van Roy

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Efficient Distributionally Robust Assortment Optimization in MNL Bandits

In Poster Session 4

Yunfan Zhang ⋅ Yuxuan Han ⋅ Zhengyuan Zhou

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Many Needles in a Haystack: Active Hit Discovery for Perturbation Experiments

In Poster Session 4

Andrea Rubbi ⋅ Arpit Merchant ⋅ Samuel Ogden ⋅ Amir Akbarnejad ⋅ Pietro Lió ⋅ Sattar Vakili ⋅ Mohammad Lotfollahi

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

UCB Exploration for Fixed-Budget Bayesian Best Arm Identification

In Poster Session 4

Rong Zhu ⋅ Yanqi Qiu

[ URL] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Correcting Split Selection in Online Decision Trees via Anytime-Valid Inference

In Poster Session 4

Salim I. Amoukou ⋅ Saumitra Mishra ⋅ Manuela Veloso

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Online Continual Learning with Dynamic Label Hierarchies

In Poster Session 4

Xinrui Wang ⋅ Shao-Yuan Li ⋅ Bartłomiej Twardowski ⋅ Alexandra Gomez-Villa ⋅ Songcan Chen

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Online Learning and Inference for Cox Proportional Hazards Model Using Renewable Sieve Estimation

In Poster Session 4

Mengtong Hu ⋅ Ziyang Gong ⋅ Xu Shi ⋅ Ling Zhou ⋅ Peter Song

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

HIAL: Towards Semantics-Aware Hypergraph Active Learning via Dual-Perspective Information Maximization

In Poster Session 4

Yanheng Hou ⋅ Xunkai Li ⋅ Yanzhe Wen ⋅ Zhenjun Li ⋅ Bing Zhou ⋅ Rong-Hua Li ⋅ Guoren Wang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Optimal Design for Multinomial Logit Model with Applications to Best Assortment Identification

In Poster Session 4

Joongkyu Lee ⋅ Min-hwan Oh

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Stochastic Linear Bandits with Parameter Noise

In Poster Session 4

Daniel Ezer ⋅ Alon Peled-Cohen ⋅ Yishay Mansour

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

BFTS: Thompson Sampling with Bayesian Additive Regression Trees

In Poster Session 4

Ruizhe Deng ⋅ Bibhas Chakraborty ⋅ Ran Chen ⋅ Yan Shuo Tan

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Box Thirding: Anytime Best Arm Identification under Insufficient Sampling

In Poster Session 4

seohwa Hwang ⋅ Junyong Park

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Hybrid Reinforcement Learning in Adversarial Markov Decision Processes

In Poster Session 4

Duo Cheng ⋅ Xingyu Zhou ⋅ Bo Ji

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Online Change Point Detection for Multivariate Inhomogeneous Poisson Processes Time Series

In Poster Session 4

Xiaokai Luo ⋅ Haotian Xu ⋅ Carlos Misael Madrid Padilla ⋅ OSCAR HERNAN MADRID PADILLA

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Reinforcement Learning from Human Feedback with Active Queries

In Poster Session 4

Kaixuan Ji ⋅ Jiafan He ⋅ Quanquan Gu

[ URL] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

CLASP: Online learning algorithms for Convex Losses And Squared Penalties

In Poster Session 4

Ricardo N. Ferreira ⋅ Joao Xavier ⋅ Claudia Soares

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Active Continual Learning with Metaplastic Binary Bayesian Neural Networks

In Poster Session 4

Kellian Cottart ⋅ Theo Ballet ⋅ Djohan Bonnet ⋅ Damien Querlioz

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Multi-Label Test-Time Adaptation with Bayesian Conditional Priors

In Poster Session 4

Qiru Li ⋅ Ao Zhou ⋅ Zhiwei Jiang ⋅ Zifeng Cheng ⋅ Cong Wang ⋅ Yafeng Yin ⋅ Qing Gu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

DAL: A Practical Prior-Free Black-Box Framework for Piecewise Stationary Bandits

In Poster Session 4

Argyrios Gerogiannis ⋅ Yu-Han Huang ⋅ Subhonmesh Bose ⋅ Venugopal Veeravalli

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Fixed Budget is No Harder Than Fixed Confidence in Best-Arm Identification up to Logarithmic Factors

In Poster Session 4

Kapilan Balagopalan ⋅ Yinan Li ⋅ Tuan Nguyen ⋅ Yao Zhao ⋅ Anton Daitche ⋅ Houssam Nassif ⋅ Kwang-Sung Jun

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

REViT: Roto-reflection Equivariant Convolutional Vision Transformer

In Poster Session 4

Sheir A. Zaheer ⋅ Alexander Holston ⋅ Chan Youn Park

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

CorrSteer: Generation-Time LLM Steering via Correlated Sparse Autoencoder Features

In Poster Session 4

Seonglae Cho ⋅ Zekun Wu ⋅ Adriano Koshiyama

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Transfer Learning in High-dimensional Ising Models

In Poster Session 4

Joonho Kim ⋅ Seyoung Park

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Transfer Learning in Nonparametric Regression with Deep ReLU Networks

In Poster Session 4

Junpeng Ren ⋅ Carlos Misael Madrid Padilla ⋅ Yanzhen Chen ⋅ OSCAR HERNAN MADRID PADILLA

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Improving CLIP Adaptation by Breaking Tail Alignment for Source-Free Cross-Domain Few-Shot Learning

In Poster Session 4

Shuai Yi ⋅ Yixiong Zou ⋅ Yuhua Li ⋅ Ruixuan Li

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

MER-DG: Modality-Entropy Regularization for Multimodal Domain Generalization

In Poster Session 4

Yavuz Yarici ⋅ Ghassan AlRegib

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

XTransfer: Modality-Agnostic Few-Shot Model Transfer for Human Sensing at the Edge

In Poster Session 4

Yu Zhang ⋅ Xi Zhang ⋅ Hualin zhou ⋅ Xinyuan Chen ⋅ Shang Gao ⋅ Hong Jia ⋅ Jianfei Yang ⋅ Yuankai Qi ⋅ Tao Gu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

BPL: Generalizable Deepfake Detection via Bias-only Pair-aware Learning

In Poster Session 4

Yuxiang Xu ⋅ Rundong He ⋅ Zhiyuan Yan ⋅ Yicong Dong ⋅ Zhongyi Han ⋅ Xiaoyan Wang ⋅ Yilong Yin

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Discretized Density-Guided Source-Free Adaptation for Continuous Targets

In Poster Session 4

Gezheng Xu ⋅ Qi CHEN ⋅ QIUHAO Zeng ⋅ Charles X. Ling ⋅ Boyu Wang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Negatives-Dominant Contrastive Learning for Generalization in Imbalanced Domains

In Poster Session 4

Meng Cao ⋅ Jiexi Liu ⋅ Songcan Chen

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Multi-task Linear Regression without Eigenvalue Lower Bounds: Adaptivity, Robustness and Safety

In Poster Session 4

Seok-Jin Kim

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Bayesian Meta-Learning with Expert Feedback for Task-Shift Adaptation through Causal Embeddings

In Poster Session 4

Lotta Mäkinen ⋅ Jorge Loria ⋅ Samuel Kaski

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Hierarchical Filtering and Refinement Classification for Few-Shot Class-Incremental Learning

In Poster Session 4

Li-Jun Zhao ⋅ Zhen-Duo Chen ⋅ Xin Luo ⋅ Xin-Shun Xu

[ Poster] [ URL] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Return of Frustratingly Easy Unsupervised Video Domain Adaptation

In Poster Session 4

Pengfei Wei ⋅ Yiqun Sun ⋅ Zhiqiang Xu ⋅ Yiping Ke ⋅ Lawrence Hsieh

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Position: Creating High-Fidelity Synthetic Training Data Should Employ Multi-level Optimization

In Poster Session 4

Pengtao Xie ⋅ Li Zhang ⋅ Ruiyi Zhang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Understanding Transfer Learning of RNA Foundation Models on Downstream Tasks

In Poster Session 4

Yuan Li ⋅ Heng Yang ⋅ Renzhi Chen ⋅ Ke Li

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Bayes-inspired Integration of Pretrained Priors and Few-Shot Evidence for Few-Shot Classification

In Poster Session 4

Gang Liu ⋅ Xiaoxuan Zhang ⋅ Yuhong Feng ⋅ Mingyang Zhou ⋅ Xiaoqun Wu ⋅ Hao Liao ⋅ Rui Mao

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Semi-Supervised Noise Adaptation: Transferring Knowledge from Noise Domain

In Poster Session 4

Yuan Yao ⋅ Jin Song ⋅ Huixia Li ⋅ Tongtong Yuan ⋅ Jiaqi Wu ⋅ Yu Zhang

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Adaptive Estimation and Inference in Semi-parametric Heterogeneous Clustered Multitask Learning via Neyman Orthogonality

In Poster Session 4

Hanxiao Chen ⋅ Debarghya Mukherjee

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Weight-Space Learning for Certifiable Few-shot Transfer Learning

In Poster Session 4

Fady Rezk ⋅ Royson Lee ⋅ Henry Gouk ⋅ Timothy Hospedales ⋅ Minyoung Kim

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

CORE-MTL: Rethinking Gradient Balancing via Causal Orthogonal Representations

In Poster Session 4

Chengfeng Wu ⋅ Jingge Wang ⋅ Yanru Wu ⋅ Tao Zou

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Being More Lightweight and Practical: Mini-sized Contrastive Learning Pre-trained Models for Fine-grained Traffic Task

In Poster Session 4

Shuhao Li ⋅ Weidong Yang ⋅ Ben Fei ⋅ Yue Cui ⋅ Lipeng Ma ⋅ Fan Zhang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

BiSSL: Enhancing the Alignment Between Self-Supervised Pretraining and Downstream Fine-Tuning via Bilevel Optimization

In Poster Session 4

Gustav Wagner Zakarias ⋅ Lars Kai Hansen ⋅ Zheng-Hua Tan

[ Poster] [ URL] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Universal Algorithm-Implicit Learning

In Poster Session 4

Stefano Woerner ⋅ Seong Joon Oh ⋅ Christian Baumgartner

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Parameters as Experts: Adapting Vision Models with Dynamic Parameter Routing for Dense Predictions

In Poster Session 4

Meng Lou ⋅ Stanley Yu ⋅ Yizhou Yu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Failure-Driven Workflow Refinement

In Poster Session 4

Jusheng Zhang ⋅ Jing Yang ⋅ Kaitong Cai ⋅ Ziliang Chen ⋅ Yongsen Zheng ⋅ Kwok Yan Lam ⋅ Liang Lin ⋅ Keze Wang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Lightweight and Interpretable Transformer via Unrolling of Mixed Graph Algorithms for Traffic Forecast

In Poster Session 4

Ji Qi ⋅ Mingxiao Liu ⋅ VIET THUC ⋅ Yuzhe Li ⋅ Zhuoshi Pan ⋅ Gene Cheung ⋅ Hong Zhao

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Flatness-Aware Stochastic Gradient Langevin Dynamics

In Poster Session 4

Stefano Bruno ⋅ Youngsik Hwang ⋅ JaeHyeon An ⋅ Sotirios Sabanis ⋅ Dongyoung Lim

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Improving the Robustness-Utility Trade-off in Decentralized Learning over Sparse Networks

In Poster Session 4

Yangnan Li ⋅ Xuanyu Cao ⋅ Shenghui Song

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Enhancing LLM Training via Spectral Clipping

In Poster Session 4

Xiaowen Jiang ⋅ Andrei Semenov ⋅ Sebastian Stich

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

PASO: Step Parallel Stochastic Optimization

In Poster Session 4

Jianrong Lu ⋅ Zhuoya Gu ⋅ Haobo Li ⋅ Zhiyu Zhu ⋅ Yechao Zhang ⋅ Jianhai Chen ⋅ Minghui Yang ⋅ Junwei Liu ⋅ Jian Wang ⋅ Qinming He ⋅ Hui LIU ⋅ Junhui Hou

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Improved Stochastic Optimization of LogSumExp

In Poster Session 4

Egor Gladin ⋅ Alexey Kroshnin ⋅ Jia-Jie Zhu ⋅ Pavel Dvurechenskii

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Adaptive Batch Sizes Using Non-Euclidean Gradient Noise Scales for Stochastic Sign and Spectral Descent

In Poster Session 4

Hiroki Naganuma ⋅ Shagun Gupta ⋅ Youssef Briki ⋅ Ioannis Mitliagkas ⋅ Irina Rish ⋅ Parameswaran Raman ⋅ Hao-Jun Shi

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

M+Adam: Low-Precision Training via Mantissa–Exponent Optimization

In Poster Session 4

Xiaoyuan Liang ⋅ Sebastian Loeschcke ⋅ Mads Toftrup ⋅ Anima Anandkumar

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

On the Interaction of Batch Noise, Adaptivity, and Compression, under $(L_0,L_1)$-Smoothness: An SDE Approach

In Poster Session 4

Enea Monzio Compagnoni ⋅ Rustem Islamov ⋅ Frank Proske ⋅ Aurelien Lucchi ⋅ Antonio Orvieto ⋅ Eduard Gorbunov

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

A Sketch-and-Project Analysis of Subsampled Natural Gradient Algorithms

In Poster Session 4

Gil Goldshlager ⋅ Jiang Hu ⋅ Lin Lin

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Extra-Merge: Tracing the Rank-1 Subspace of Model Merging in Language Model Pre-Training

In Poster Session 4

WenJie Zhou ⋅ Bohan Wang ⋅ Hongtao Zhang ⋅ Chenxi Jia ⋅ Wei Chen ⋅ Xueqi Cheng

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Inference of Online Newton Methods with Nesterov's Accelerated Sketching

In Poster Session 4

Haoxuan Wang ⋅ Xinchen Du ⋅ Sen Na

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Mitigating Per-Sample Harm in Stochastic Optimization

In Poster Session 4

Apostolos Avranas

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Accelerated Dual Method for Distributed Optimization: An Inexact-Gradient View of Local Updates

In Poster Session 4

Junchi Yang ⋅ Ziyang Zeng ⋅ Linxuan Pan ⋅ Murat Yildirim ⋅ Feng Qiu

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

RMNP: Row-Momentum Normalized Preconditioning for Scalable Matrix-Based Optimization

In Poster Session 4

Shenyang Deng ⋅ Zhuoli Ouyang ⋅ Ruochen Jin ⋅ Tianyu Pang ⋅ Zihang Liu ⋅ Shuhua Yu ⋅ Yaoqing Yang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Bilevel Optimization over Saddle Points of Zero-Sum Markov Games

In Poster Session 4

Zihao Zheng ⋅ Irwin King ⋅ Songtao Lu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Variance-Reduced $(\varepsilon, \delta)-$Unlearning using Forget Set Gradients

In Poster Session 4

Martin Van Waerebeke ⋅ Giovanni Neglia ⋅ Kevin Scaman ⋅ Marco Lorenzi ⋅ El-Mahdi El-Mhamdi

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Understanding MARS: When Scaling Momentum Provably Helps

In Poster Session 4

Egor Shulgin ⋅ Tamaz Gadaev ⋅ Sarit Khirirat ⋅ Peter Richtarik

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

From Optimization to Generalization under Heavy-Tailed Data: The Role of Gradient Clipping

In Poster Session 4

Aleksandr Shestakov ⋅ Martin Takac ⋅ Eduard Gorbunov

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Softsignum: Smooth Your Signum For Better Heterogeneity Handling

In Poster Session 4

Dmitrii Feoktistov ⋅ Andrey Veprikov ⋅ Amir Zainullin ⋅ Timofey Belinsky ⋅ Aleksandr Beznosikov

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

(De)-regularized Maximum Mean Discrepancy Gradient Flow

In Poster Session 4

Zonghao Chen ⋅ Aratrika Mustafi ⋅ Pierre Glaser ⋅ Anna Korba ⋅ Arthur Gretton ⋅ Bharath K. Sriperumbudur

[ JMLR]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

A Tale of Two Problems: Multi-Task Bilevel Learning Meets Equality Constrained Multi-Objective Optimization

In Poster Session 4

Zhiyao Zhang ⋅ Myeung Suk Oh ⋅ Zhen Qin ⋅ Jiaxiang Li ⋅ Xin Zhang ⋅ Jia (Kevin) Liu

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Learning-to-Optimize via Deep Unfolded Flows

In Poster Session 4

Augustinos Saravanos ⋅ Oswin So ⋅ H M Sabbir Ahmad ⋅ Chuchu Fan

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Dual Quaternion SE(3) Synchronization with Recovery Guarantees

In Poster Session 4

Jianing Zhao ⋅ Linglingzhi Zhu ⋅ Anthony Man-Cho So

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Hom-PGD+: Fast Reparameterized Optimization over Non-convex Ball-Homeomorphic Set

In Poster Session 4

Chenghao Liu ⋅ Enming Liang ⋅ Minghua Chen

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Achieving Structurally Robust Gromov Wasserstein Distance via Adaptive Dual-Mask

In Poster Session 4

Kangke Cheng ⋅ Jiawei Huang ⋅ Jingni Song ⋅ Wanlin Zhang ⋅ Bangxian Han ⋅ Hu Ding

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Second-Order Bilevel Optimization with Accelerated Convergence Rates

In Poster Session 4

Sheng Yang ⋅ Chengchang Liu ⋅ Lesi Chen ⋅ John C. S. Lui

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Projection-Free Algorithms for Minimax Problems

In Poster Session 4

Khanh-Hung Giang-Tran ⋅ Soroosh Shafiee ⋅ Nam Ho-Nguyen

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

The Geometry of Sequential Learning: Lie-Bracket Prediction of Transfer Order

In Poster Session 4

John Sweeney

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

STLA: Spatiotemporal Lookahead Alignment for Post-Training Quantization

In Poster Session 4

Zuqi Zhang ⋅ Chenghe Sun ⋅ Xiangyi Chu ⋅ Wei-Han Yu ⋅ Ka-Fai Un ⋅ Rui Martins ⋅ Pui-In Mak ⋅ Jiawei Xu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

On the Convergence of Adaptive Gradient Methods for Nonconvex Optimization

In Poster Session 4

Dongruo Zhou ⋅ Jinghui Chen ⋅ Yuan Cao ⋅ Ziyan Yang ⋅ Quanquan Gu

[ URL] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Conflicting Biases at the Edge of Stability: Norm versus Sharpness Regularization

In Poster Session 4

Maria Matveev ⋅ Vit Fojtik ⋅ Hung-Hsu Chou ⋅ Gitta Kutyniok ⋅ Johannes Maly

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Exploiting Hankel-Toeplitz Structures for Fast Computation of Kernel Precision Matrices

In Poster Session 4

Frida Viset ⋅ Anton Kullberg ⋅ Frederiek Wesel ⋅ Arno Solin

[ Poster] [ URL] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Diffusion-based learning framework for Constrained Nonconvex Optimization with Weighted Bootstrapped Refinement

In Poster Session 4

Shutong Ding ⋅ Yimiao Zhou ⋅ Ke Hu ⋅ Xi Yao ⋅ Junchi Yan ⋅ Xiaoying Tang ⋅ Ye Shi

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

LiMuon: Light and Fast Muon Optimizer for Large Models

In Poster Session 4

Feihu Huang ⋅ Yuning Luo ⋅ Songcan Chen

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Sharpness-Aware Minimization Can Hallucinate Minimizers

In Poster Session 4

Chanwoong Park ⋅ Uijeong Jang ⋅ Ernest Ryu ⋅ Insoon Yang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

On the Optimization Trajectory of DeepWalk Embeddings

In Poster Session 4

Christopher Harker ⋅ Aditya Bhaskara

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Fast Spectrally Sparse Signal Reconstruction via Jacobi-Preconditioned Gradient Descent

In Poster Session 4

Jian-Feng Cai ⋅ Xueyang Quan ⋅ Yang Wang ⋅ Jiaxi Ying

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

MoSSP: A Momentum-Based Single-Loop Stochastic Penalty Method for Nonconvex Constrained DC Optimization

In Poster Session 4

Luxuan Li ⋅ Xiao Wang ⋅ Chunfeng Cui

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Joint Learning in the Gaussian Single Index Model

In Poster Session 4

Loucas Pillaud-Vivien ⋅ Adrien Schertzer

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Balanced LoRA: Removing Parameter Invariance to Accelerate Convergence

In Poster Session 4

Valérie Castin ⋅ Kimia Nadjahi ⋅ Pierre Ablin ⋅ Gabriel Peyré

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Loss-aware distributionally robust optimization via trainable optimal transport ambiguity sets

In Poster Session 4

Jonas Ohnemus ⋅ Marta Fochesato ⋅ Riccardo Zuliani ⋅ John Lygeros

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Flatland: The Adventures of Gradient Descent with Large Step Sizes

In Poster Session 4

Leonardo Galli ⋅ Curtis Fox ⋅ Wiebke Bartolomaeus ⋅ Mark Schmidt ⋅ Holger Rauhut

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

On the Convergence of Steepest Descent and Adaptive Gradient Methods under Non-Uniform Smoothness

In Poster Session 4

Sharan Vaswani ⋅ Yifan Sun ⋅ Reza Babanezhad

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

From Lyapunov Analysis to Algorithm Design in two-sided PL Minimax Optimization

In Poster Session 4

Mansi Rankawat ⋅ Michael Muehlebach ⋅ Simon Lacoste-Julien ⋅ Damien Scieur

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

On Densest $k$-Subgraph Mining and Diagonal Loading: Optimization Landscape and Finite-Step Exact Convergence Analysis

In Poster Session 4

Qiheng Lu ⋅ Nicholas Sidiropoulos ⋅ Aritra Konar

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

An Exterior Method for Nonnegative Matrix Factorization

In Poster Session 4

Qiujing Lu ⋅ Tonmoy Monsoor ⋅ Ehsan Ebrahimzadeh ⋅ Kartik Sharma ⋅ Vwani Roychowdhury

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

A proximal ADMM for multiblock problems with block anti-upper triangular constraints

In Poster Session 4

Zhanwang Deng ⋅ Yuqiu Su ⋅ Wen Huang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

SIKA-GP: Accelerating Gaussian Process Inference with Sparse Inducing Kernel Approximations for Bayesian Deep Learning

In Poster Session 4

Wenyuan Zhao ⋅ Rui Tuo ⋅ Chao Tian

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Empirical Gaussian Processes

In Poster Session 4

Jihao Andreas Lin ⋅ Sebastian Ament ⋅ Louis Tiao ⋅ David Eriksson ⋅ Maximilian Balandat ⋅ Eytan Bakshy

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Goal-Oriented Lower-Tail Calibration of Gaussian Processes for Bayesian Optimization

In Poster Session 4

Aurélien Pion ⋅ Emmanuel Vazquez

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Variational Inference for Uncertain Optimal Transport via Sinkhorn Parametrization

In Poster Session 4

Ananyapam De ⋅ Linus Bleistein ⋅ Anton Thielmann ⋅ Benjamin Säfken

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

LieStoNet: Learning Lie Symmetries from Spatiotemporal Data for Stochastic Dynamical Systems

In Poster Session 4

Shida Liu ⋅ Abhishek Gupta ⋅ Sumit Sinha ⋅ L Mahadevan

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Robust Bayes-Assisted Conformal Prediction

In Poster Session 4

Kianoosh Ashouritaklimi ⋅ Stefano Cortinovis ⋅ Francois Caron

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Gaussian Mean Field Variational Inference can Overestimate Predictive Variance

In Poster Session 4

James Odgers ⋅ Ben Riegler ⋅ Siddharth Swaroop ⋅ Vincent Fortuin

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Policy Search via Bayesian Optimization with Temporal Difference Gaussian Processes

In Poster Session 4

Armin Lederer ⋅ Anuj Srivastava ⋅ Marco Bagatella ⋅ Andreas Krause

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Nonparametric Distribution Regression Re-calibration

In Poster Session 4

Ádám Jung ⋅ Domokos Kelen ⋅ Andras Benczur

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

BALLAST: Bayesian Active Learning with Look-ahead Amendment for Sea-drifter Trajectories under Spatio-Temporal Vector Fields

In Poster Session 4

Rui-Yang Zhang ⋅ Henry Moss ⋅ Lachlan Astfalck ⋅ Edward Cripps ⋅ David Leslie

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Inference-Time Forward-Process Alignment in Diffusion Models

In Poster Session 4

Shigui Li ⋅ Delu Zeng

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Stochastic Gradient Variational Inference with Price's Gradient Estimator from Bures-Wasserstein to Parameter Space

In Poster Session 4

Kyurae Kim ⋅ Qiang Fu ⋅ Yian Ma ⋅ Jacob Gardner ⋅ Trevor Campbell

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Extending Mean-Field Variational Inference via Entropic Regularization: Theory and Computation

In Poster Session 4

Bohan Wu ⋅ David Blei

[ JMLR]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

SpeedCP: Fast Kernel-based Conditional Conformal Prediction

In Poster Session 4

Yating Liu ⋅ Yeo Jin Jung ⋅ Zixuan Wu ⋅ So Won Jeong ⋅ Claire Donnat

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Scalable Bayesian Inference for Nonlinear Conservation Laws

In Poster Session 4

Tim Weiland ⋅ Philipp Hennig

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Particles Don’t Care About Z: Towards Scaling Entropy Estimation of Unnormalized Densities

In Poster Session 4

Safa Messaoud ⋅ Skander Charni ⋅ Elaa Bouazza ⋅ Ali Pourghasemi ⋅ Halima Bensmail

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Geometric Conformal Prediction with Spatial Ranks and Multivariate Quantiles

In Poster Session 4

Anton Conrad ⋅ Eric Moulines ⋅ julien perez

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

SVRG and Beyond via Posterior Correction

In Poster Session 4

Nico Daheim ⋅ Thomas Moellenhoff ⋅ James Ming Liang Ang ⋅ Mohammad Emtiyaz Khan

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Monotonic Variational Gaussian Process for Efficient Data Collection

In Poster Session 4

Donghyun Lee ⋅ Young Myoung Ko

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Multi-Distribution Robust Conformal Prediction

In Poster Session 4

YUQI YANG ⋅ Ying Jin

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Spectral Flow Matching: Stabilizing Stochastic GFlowNets via Frequency-Domain Regularization

In Poster Session 4

Nadhir Hassen ⋅ Johan Verjans

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Online Bayesian Experimental Design for Partially Observed Dynamical Systems

In Poster Session 4

Sara Pérez-Vieites ⋅ Sahel Iqbal ⋅ Simo Särkkä ⋅ Dominik Baumann

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Cost-aware Stopping for Bayesian Optimization

In Poster Session 4

Qian Xie ⋅ Linda Cai ⋅ Alexander Terenin ⋅ Peter Frazier ⋅ Ziv Scully

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Mitigating Reward Hacking in RLHF via Bayesian Non-negative Reward Modeling

In Poster Session 4

Zhibin Duan ⋅ Guowei Rong ⋅ Zhuo Li ⋅ Bo Chen ⋅ Mingyuan Zhou ⋅ Dandan Guo

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

RoCA: Robust Cross-Domain End-to-End Autonomous Driving

In Poster Session 4

Rajeev Yasarla ⋅ Shizhong Han ⋅ Hsin-Pai Cheng ⋅ Apratim Bhattacharyya ⋅ Shweta Mahajan ⋅ Litian Liu ⋅ Yunxiao Shi ⋅ Risheek Garrepalli ⋅ Hong Cai ⋅ Fatih Porikli

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Normalized Energy Models for Linear Inverse Problems

In Poster Session 4

Nicolas M Zilberstein ⋅ Florentin Guth ⋅ Santiago Segarra ⋅ Eero Simoncelli

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

GPan-LoRA: Gaussian Process Amortized Networks for Bayesian Low-Rank Adaptation in Large Language Models

In Poster Session 4

Weifeng Zhang ⋅ Wenyuan Zhao ⋅ Amir Hossein Rahmati ⋅ Yucheng Wang ⋅ Zhiyuan Wang ⋅ Chao Tian ⋅ Xiaoning Qian

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Adaptive Querying with AI Persona Priors

In Poster Session 4

Kaizheng Wang ⋅ Yuhang Wu ⋅ Assaf Zeevi

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Bayesian-LoRA: Probabilistic Low-Rank Adaptation of Large Language Models

In Poster Session 4

Moule Lin ⋅ Shuhao Guan ⋅ Andrea Patane ⋅ David Gregg ⋅ Goetz Botterweck

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

$\alpha$-PFN: Fast Entropy Search via In-Context Learning

In Poster Session 4

Herilalaina Rakotoarison ⋅ Steven Adriaensen ⋅ Tom Viering ⋅ Samuel Gabriel Müller ⋅ Carl Hvarfner ⋅ Frank Hutter ⋅ Eytan Bakshy

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Flow Matching Calibration for Simulation-Based Inference under Model Misspecification

In Poster Session 4

Pierre-Louis Ruhlmann ⋅ Michael Arbel ⋅ Florence Forbes ⋅ Pedro Luiz Coelho Rodrigues

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Symmetries in PAC-Bayesian Learning

In Poster Session 4

Armin Beck ⋅ Peter Ochs

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

RED-HDP-HMM: Observation-Dependent Durations for Bayesian Nonparametric Sequential Models

In Poster Session 4

Mikołaj Słupiński ⋅ Piotr Lipinski

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Amortized Simulation-Based Inference in Generalized Bayes via Neural Posterior Estimation

In Poster Session 4

Shiyi Sun ⋅ Geoff Nicholls ⋅ Jeong Lee

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

JADAI: Jointly Amortizing Adaptive Design and Bayesian Inference

In Poster Session 4

Niels Bracher ⋅ Lars Kühmichel ⋅ Desi Ivanova ⋅ Xavier Intes ⋅ Paul Buerkner ⋅ Stefan Radev

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Kalman Linear Attention: Parallel Bayesian Filtering For Efficient Language Modeling and State Tracking

In Poster Session 4

Vaisakh Shaj ⋅ Cameron Barker ⋅ Aidan Scannell ⋅ Andras Szecsenyi ⋅ Elliot Crowley ⋅ Amos Storkey

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Doubly Outlier-Robust Online Infinite Hidden Markov Model

In Poster Session 4

Horace Yiu ⋅ Leandro Sánchez-Betancourt ⋅ Alvaro Cartea ⋅ Gerardo Duran-Martin

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Improving Few-Shot Design Optimization By Exploiting Auxiliary Information

In Poster Session 4

Arjun Mani ⋅ Carl Vondrick ⋅ Richard Zemel

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

From Drift to Coherence: Stabilizing Beliefs in LLMs

In Poster Session 4

SongEun Kim ⋅ Seungyoo Lee ⋅ Edwin Fong ⋅ Hyungi Lee ⋅ Juho Lee

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Constrained Bayesian Experimental Design via Online Planning

In Poster Session 4

Yujia Guo ⋅ Daolang Huang ⋅ Xinyu Zhang ⋅ Sammie Katt ⋅ Samuel Kaski ⋅ Ayush Bharti

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Not All Rollouts are Useful: Down-Sampling Rollouts in LLM Reinforcement Learning

In Poster Session 4

Yixuan Xu ⋅ Yash Savani ⋅ Fei Fang ⋅ Zico Kolter

[ Slides] [ Poster] [ URL] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Learning Interpretable Options by Identifying Reward Diffusion Bottlenecks in Reinforcement Learning

In Poster Session 4

Yiming Fei ⋅ Lang Qin ⋅ Rui Yan ⋅ Huajin Tang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Online Compatible Reward Identification from Preference Feedback

In Poster Session 4

Simone Drago ⋅ Marco Mussi ⋅ Alberto Maria Metelli

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Joint-Space Empowerment as a Theory of Dexterous Motor Coordination

In Poster Session 4

James Heald ⋅ Vittorio Caggiano ⋅ Vikash Kumar ⋅ Maneesh Sahani

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

NonZero: Interaction-Guided Exploration for Multi-Agent Monte Carlo Tree Search

In Poster Session 4

Sizhe Tang ⋅ Zuyuan Zhang ⋅ Mahdi Imani ⋅ Tian Lan

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Distributional Active Inference

In Poster Session 4

Abdullah Akgül ⋅ Gulcin Baykal ⋅ Manuel Haussmann ⋅ Mustafa Mert Çelikok ⋅ Melih Kandemir

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Laplacian Representations for Decision-Time Planning

In Poster Session 4

Dikshant Shehmar ⋅ Matthew Schlegel ⋅ Matthew Taylor ⋅ Marlos C. Machado

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Phase-Aware Mixture of Experts for Agentic Reinforcement Learning

In Poster Session 4

Yang Shengtian ⋅ Yu Li ⋅ Shuo He ⋅ Yewen Li ⋅ Qingpeng Cai ⋅ Peng Jiang ⋅ Lei Feng

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Action Manifold Smoothing: A Lipschitz Pathway Perspective on High-Dimensional Reinforcement Learning

In Poster Session 4

Zhihao Lin

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Hierarchical Reinforcement Learning for Sparse-Reward Search in Commutative Algebra

In Poster Session 4

Giorgi Butbaia ⋅ Paul Orland ⋅ Coco Huang ⋅ Davide Passaro ⋅ Lucas Fagan ⋅ Michele Tarquini ⋅ Hailong Dao ⋅ David Eisenbud ⋅ Ali Shehper ⋅ Sergei Gukov

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

TUR-DPO: Topology- and Uncertainty-Aware Direct Preference Optimization

In Poster Session 4

Abdulhady abas ⋅ Fatemeh Daneshfar ⋅ Seyedali Mirjalili ⋅ Mourad Oussalah

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

FLAC: Maximum Entropy RL via Kinetic Energy Regularized Bridge Matching

In Poster Session 4

Lei Lv ⋅ Yunfei Li ⋅ Yu Luo ⋅ Fuchun Sun ⋅ Xiao Ma

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Adaptive Reinforcement Learning for Unobservable Random Delays

In Poster Session 4

John Wikman ⋅ Alexandre Proutiere ⋅ David Broman

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

A KL-regularization framework for learning to plan with adaptive priors

In Poster Session 4

Álvaro Serra-Gómez ⋅ Daniel Jarne Ornia ⋅ Dhruva Tirumala ⋅ Thomas M Moerland

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Optimizing Return Distributions with Distributional Dynamic Programming

In Poster Session 4

Bernardo Ávila Pires ⋅ Mark Rowland ⋅ Diana Borsa ⋅ Zhaohan Guo ⋅ Khimya Khetarpal ⋅ Andre Barreto ⋅ David Abel ⋅ R{{\'e}}mi Munos ⋅ Will Dabney

[ JMLR]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Structure-Induced Information for Rerooting Levin Tree Search

In Poster Session 4

Jake Tuero ⋅ Michael Buro ⋅ Levi Lelis ⋅ Laurent Orseau

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

GTPO and GRPO-S: Token and Sequence-Level Reward Shaping with Policy Entropy

In Poster Session 4

Hongze Tan ⋅ Zihan Wang ⋅ Jianfei Pan ⋅ Jinghao Lin ⋅ Hao Wang ⋅ Yifan Wu ⋅ Tao Chen ⋅ Zhihang Zheng ⋅ Tang ⋅ Haihua Yang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

UCPO: Uncertainty-Aware Policy Optimization

In Poster Session 4

Xianzhou Zeng ⋅ Jing Huang ⋅ Chunmei Xie ⋅ Xiao Xu ⋅ Siye Chen ⋅ Mengyu Lu ⋅ Weiqi Xiong ⋅ Qixuan Zhou ⋅ Junhao Zhang ⋅ Qiang Zhu ⋅ Yadong Li ⋅ Xingzhong Xu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Credit-assigned Policy Gradient for Early Stage Retrieval in Two-stage Ranking

In Poster Session 4

Haruka Kiyohara ⋅ Mihaela Curmei ⋅ Ariel Evnine ⋅ Shankar Kalyanaraman ⋅ Israel Nir ⋅ Ana-Roxana Pop ⋅ Nitzan Razin ⋅ Sarah Dean ⋅ Thorsten Joachims ⋅ Udi Weinsberg

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Position: RL Should Be Used to Adjust Foundation Models, NOT Abused

In Poster Session 4

Ting Huang ⋅ Zeyu Zhang ⋅ Hao Tang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Learning the Minimum Action Distance

In Poster Session 4

Lorenzo Steccanella ⋅ Joshua B. Evans ⋅ Özgür Şimşek ⋅ Anders Jonsson

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Hierarchical Decision Making with Structured Policies: A Principled Design via Inverse Optimization

In Poster Session 4

Yuexuan Wang ⋅ Jingyuan Zhou ⋅ Kaidi Yang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

CPMöbius: Iterative Coach–Player Reasoning for Data-Free Reinforcement Learning

In Poster Session 4

Ran Li ⋅ Zeyuan Liu ⋅ Yinghao Chen ⋅ Bingxiang He ⋅ Jiarui Yuan ⋅ Zixuan Fu ⋅ Weize Chen ⋅ Jinyi Hu ⋅ Chen Qian ⋅ Zhiyuan Liu ⋅ Maosong Sun

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Synthesizing world models for bilevel planning

In Poster Session 4

Zergham Ahmed ⋅ Josh Tenenbaum ⋅ Chris Bates ⋅ Samuel Gershman

[ URL] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Twice Sequential Monte Carlo for Tree Search

In Poster Session 4

Yaniv Oren ⋅ Joery de Vries ⋅ Pascal Van der Vaart ⋅ Matthijs T. J. Spaan ⋅ Wendelin Boehmer

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Chunk-Guided Q-Learning

In Poster Session 4

Gwanwoo Song ⋅ Kwanyoung Park ⋅ Youngwoon Lee

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Test-Time Graph Search for Goal-Conditioned Reinforcement Learning

In Poster Session 4

Evgenii Opryshko ⋅ Junwei Quan ⋅ Claas Voelcker ⋅ Yilun Du ⋅ Igor Gilitschenski

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Adaptive Quasimetric Mapping : Principled Topological Abstraction for Robust Offline Goal-Conditioned Navigation

In Poster Session 4

Anthony Kobanda ⋅ Waris Radji ⋅ Odalric-Ambrym Maillard ⋅ Rémy Portelas

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

From Reward-Free Representations to Preferences: Rethinking Offline Preference-Based Reinforcement Learning

In Poster Session 4

Jun-Jie Yang ⋅ Chia-Heng Hsu ⋅ Kui-Yuan Chen ⋅ Ping-Chun Hsieh

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Latent Representation Alignment for Offline Goal-Conditioned Reinforcement Learning

In Poster Session 4

Hyungkyu Kang ⋅ Byeongchan Kim ⋅ Min-hwan Oh

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Reward-Preserving Counterfactual State Editing for Offline Reinforcement Learning

In Poster Session 4

Siyu Wang ⋅ Xiaocong Chen ⋅ Mingming Gong ⋅ Yong Li ⋅ Quan Sheng ⋅ Lina Yao

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Offline Reinforcement Learning with Generative Trajectory Policies

In Poster Session 4

Xinsong Feng ⋅ Leshu Tang ⋅ Chenan Wang ⋅ Haipeng Chen

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Offline Reinforcement Learning with Universal Horizon Models

In Poster Session 4

Hojun Chung ⋅ Junseo Lee ⋅ Songhwai Oh

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Improving Zero-Shot Offline RL via Behavioral Task Sampling

In Poster Session 4

Nazim Bendib ⋅ Nicolas Perrin-Gilbert ⋅ Olivier Sigaud

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Compositional Transduction with Latent Analogies for Offline Goal-Conditioned Reinforcement Learning

In Poster Session 4

Junseok Kim ⋅ Dohyeong Kim ⋅ Mineui Hong ⋅ Songhwai Oh

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

DRIVE: Distributional and Retrieval-Augmented Bidding with Value Evaluation

In Poster Session 4

Miduo Cui ⋅ Haochen Wang ⋅ Shangqin Mao ⋅ Xun Yang ⋅ Qianlong Xie ⋅ Xingxing Wang ⋅ Xuri Ge ⋅ Ying Zhou ⋅ Zhiwei XU

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Offline Reinforcement Learning of High-Quality Behaviors Under Robust Style Alignment

In Poster Session 4

Mathieu Petitbois ⋅ Rémy Portelas ⋅ sylvain lamprier

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Video-Based Optimal Transport for Feedback-Efficient Offline Preference-Based Reinforcement Learning

In Poster Session 4

Minh-Tung Luu ⋅ Hwanhee Kim ⋅ Younghwan Lee ⋅ Chang Yoo

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

VIPO: Value Function Inconsistency Penalized Offline Reinforcement Learning

In Poster Session 4

Xuyang Chen ⋅ Keyu Yan ⋅ Guojian Wang ⋅ Lin Zhao

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Structured Expert Routing with Multi-View Task Priors for Offline Meta-Reinforcement Learning

In Poster Session 4

Yisen Zhao ⋅ Peixi Peng ⋅ Xinyu Hu ⋅ Cong Li ⋅ Zhan Su ⋅ Zhuojian Li

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Long-Horizon Model-Based Offline Reinforcement Learning Without Conservatism

In Poster Session 4

Tianwei Ni ⋅ Esther Derman ⋅ Vineet Jain ⋅ Vincent Taboga ⋅ Siamak Ravanbakhsh ⋅ Pierre-Luc Bacon

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Action-Sufficient Goal Representations

In Poster Session 4

Jinu Hyeon ⋅ Woobin Park ⋅ Hongjoon Ahn ⋅ Taesup Moon

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Unifying Value Alignment and Assignment in Cross-Domain Offline Reinforcement Learning with Heterogeneous Datasets

In Poster Session 4

Zhongjian Qiao ⋅ Jiafei Lyu ⋅ Chenjia Bai ⋅ Peisong Wang ⋅ Siyang Gao ⋅ Shuang Qiu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Chain-of-Goals Hierarchical Policy for Long-Horizon Offline Goal-Conditioned RL

In Poster Session 4

Jinwoo Choi ⋅ Sang-Hyun Lee ⋅ Seung-Woo Seo

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Return-to-Go Is More Than a Number: Q-Guided Alignment for Return-Conditioned Supervised Learning

In Poster Session 4

Yuxiao Yang ⋅ Weitong Zhang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Causal Flow Q-Learning for Robust Offline Reinforcement Learning

In Poster Session 4

Mingxuan Li ⋅ Junzhe Zhang ⋅ Elias Bareinboim

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Trajectory-Level Data Augmentation for Offline Reinforcement Learning

In Poster Session 4

Tobias Schmähling ⋅ Matthias Burkhardt ⋅ Tobias Windisch

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

HTAC: Hierarchical Task-Aware Composition for Continual Offline Reinforcement Learning

In Poster Session 4

Qiyang Zhou ⋅ Xu Ruihang ⋅ Peng Wang ⋅ Wenjie Lu ⋅ Xiaochun Cao ⋅ Naiqiang Tan ⋅ Li Shen

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Continuity-Regularized Flow Matching for Offline Reinforcement Learning

In Poster Session 4

Xiaocong Chen ⋅ Siyu Wang ⋅ Lina Yao

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Direct Flow Q-Learning

In Poster Session 4

Shicheng Cao ⋅ Jingrui Jia ⋅ Wenyu Li ⋅ Feng Duan ⋅ Tao Zhang ⋅ Shengbo Li

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Revisiting Regularized Policy Optimization for Stable and Efficient Reinforcement Learning in Two-Player Games

In Poster Session 4

Kazuki Ota ⋅ Takayuki Osa ⋅ Motoki Omura ⋅ Tatsuya Harada

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Human-in-the-Loop Policy Optimization for Preference-Based Multi-Objective Reinforcement Learning

In Poster Session 4

Tianmeng Hu ⋅ Biao Luo ⋅ Ke Li

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Multivariate distributional reinforcement learning using sliced divergences

In Poster Session 4

Baptiste Debes ⋅ Tinne Tuytelaars

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Compositional Planning with Jumpy World Models

In Poster Session 4

Jesse Farebrother ⋅ Matteo Pirotta ⋅ Andrea Tirinzoni ⋅ Marc Bellemare ⋅ Alessandro Lazaric ⋅ Ahmed Touati

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Differentiable Weightless Controllers: Learning Logic Circuits for Continuous Control

In Poster Session 4

Fabian Kresse ⋅ Christoph Lampert

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Learning Structured Reasoning via Tractable Trajectory Control

In Poster Session 4

Po-Nien Kung ⋅ Zhen Yang ⋅ Jeffrey Luo ⋅ Cheng-Fu Yang ⋅ Haikang Deng ⋅ Zi-Yi Dou ⋅ Yinfei Yang ⋅ Nanyun Peng ⋅ Zhe Gan ⋅ Kai-Wei Chang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

R2R2: Robust Representation for Intensive Experience Reuse via Redundancy Reduction in Self-Predictive Learning

In Poster Session 4

Sanghyeob Song ⋅ Donghyeok Lee ⋅ Jinsik Kim ⋅ Sungroh Yoon

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

SPHERE: Mitigating the Loss of Spectral Plasticity in Mixture-of-Experts for Deep Reinforcement Learning

In Poster Session 4

Lirui Luo ⋅ Guoxi Zhang ⋅ Hongming Xu ⋅ Cong Fang ⋅ Qing Li

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

PAMD: Structured Adaptive Distances for Bisimulation Representations in Visual Reinforcement Learning

In Poster Session 4

Daegyeong Roh ⋅ Juho Bae ⋅ Han-Lim Choi

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Return-Critic: Bridging Goal Discrepancy for Efficient Visual Reinforcement Learning

In Poster Session 4

Ruyi Lu ⋅ Xuesong Wang ⋅ Hengrui Zhang ⋅ Yuhu Cheng

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Uncertainty-Guided Exploration and Stable Planning for Sparse-Reward Manipulation from Limited Demonstrations

In Poster Session 4

Haowen Sun ⋅ Liqi Huang ⋅ Mingyang Li ⋅ Sihua Ren ⋅ Xinzhe Chen ⋅ Chengzhong Ma ⋅ Zeyang Liu ⋅ Xingyu Chen ⋅ Xuguang Lan

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Accelerating Q-learning through Efficient Value-sharing across Actions

In Poster Session 4

Prabhat Nagarajan ⋅ Brett Daley ⋅ Martha White ⋅ Marlos C. Machado

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Stable Deep Reinforcement Learning via Isotropic Gaussian Representations

In Poster Session 4

Ali Saheb pasand ⋅ Johan Obando-Ceron ⋅ Aaron Courville ⋅ Pouya Bashivan ⋅ Pablo Samuel Castro

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Robust In-Context Reinforcement Learning Under Reward Poisoning Attacks

In Poster Session 4

Paulius Sasnauskas ⋅ Yiğit Yalın ⋅ Goran Radanovic

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Learning Multi-Timescale Abstractions for Hierarchical Combinatorial Planning

In Poster Session 4

Vivienne Huiling Wang ⋅ Tinghuai Wang ⋅ Joni Pajarinen

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Toward Subspace-Perturbed Trajectory-Aware Backdoor Attacks in Deep Reinforcement Learning

In Poster Session 4

Yaguan Qian ⋅ Taining Zhang ⋅ Qiqi Bao ⋅ Yanru Guo ⋅ Lufang Zhang ⋅ Zhaoquan Gu ⋅ Shouling Ji ⋅ Bin Wang ⋅ Zhen Lei

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Lagrangian Perturbation Diffusion Steering: Latent Reinforcement Learning for Generative Policies

In Poster Session 4

Hikmet Simsir ⋅ Ozgur S. Oguz

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Zero-Shot Off-Policy Learning

In Poster Session 4

Arip Asadulaev ⋅ Maksim Bobrin ⋅ Salem Lahlou ⋅ Dmitry V. Dylov ⋅ Fakhri Karray ⋅ Martin Takac

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Tracking Drift: Variation-Aware Entropy Scheduling for Non-Stationary Reinforcement Learning

In Poster Session 4

Tongxi Wang ⋅ Zhuoyang Xia ⋅ Xinran Chen ⋅ Shan Liu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Taming the Aleatoric Impulse in Off-Policy Reinforcement Learning

In Poster Session 4

Zhouyang Yu ⋅ Guojian Zhan ⋅ Yang Guan ⋅ Jingliang Duan ⋅ Letian Tao ⋅ Shengbo Li

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Reinforcement Learning with Discrete Diffusion Policies for Combinatorial Action Spaces

In Poster Session 4

Haitong Ma ⋅ Ofir Nabati ⋅ Aviv Rosenberg ⋅ Bo Dai ⋅ Oran Lang ⋅ Craig Boutilier ⋅ Na Li ⋅ Shie Mannor ⋅ Lior Shani ⋅ Guy Tennenholtz

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

TraCeS: Learning Per-Timestep Constraint-Violation Credit from Sparse Trajectory-Level Labels

In Poster Session 4

Siow Meng Low ⋅ Ze Gong ⋅ Akshat Kumar

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Covariance Volume Maximization for Embodied Latent Exploration in Deep Reinforcement Learning

In Poster Session 4

Yiming Wang ⋅ Yiheng Zhang ⋅ Kaiyan Zhao ⋅ Xingjie Zuo ⋅ Xingyu Liu ⋅ Xuetao Li ⋅ Furui Liu ⋅ Bo An ⋅ Leong Hou U

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Scalable Option Learning in High-Throughput Environments

In Poster Session 4

Mikael Henaff ⋅ Scott Fujimoto ⋅ Michael Matthews ⋅ Michael Rabbat

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Latent Spherical Flow Policy for Reinforcement Learning with Combinatorial Actions

In Poster Session 4

Lingkai Kong ⋅ Anagha Satish ⋅ Hezi Jiang ⋅ Akseli Kangaslahti ⋅ Andrew Ma ⋅ Wenbo Chen ⋅ Mingxiao Song ⋅ Lily Xu ⋅ Milind Tambe

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Efficient and Uncertainty-Aware Diffusion Framework for Offline-to-Online Reinforcement Learning

In Poster Session 4

Ha Manh Bui ⋅ Metod Jazbec ⋅ Eric Nalisnick ⋅ Anqi Liu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Prioritized Model Experience Replay

In Poster Session 4

Muxi Tao ⋅ jiangtao wen ⋅ Yuxing Han

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

What Makes Value Learning Efficient in Residual Reinforcement Learning?

In Poster Session 4

Guozheng Ma ⋅ Lu Li ⋅ Haoyu Wang ⋅ Zixuan Liu ⋅ Pierre-Luc Bacon ⋅ Dacheng Tao

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

CoRe: Combined Rewards with Vision-Language Model Feedback for Preference-Aligned Reinforcement Learning

In Poster Session 4

Hexian Ni ⋅ Tao Lu ⋅ Yinghao Cai

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Test-time Offline Reinforcement Learning on Goal-related Experience

In Poster Session 4

Marco Bagatella ⋅ Mert Albaba ⋅ Jonas Hübotter ⋅ Georg Martius ⋅ Andreas Krause

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

CSPO: Constraint-Sensitive Policy Optimization for Safe Reinforcement Learning

In Poster Session 4

Ayoub Belouadah ⋅ Sylvain Kubler ⋅ YVES LE TRAON

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Expected Returns and Policy Inconsistency-Aware Offline Federated Deep Reinforcement Learning

In Poster Session 4

Meng XU ⋅ Zhongying Chen ⋅ Weiwei Fu ⋅ Yan Li ⋅ Shuguang Wang ⋅ Jianping Wang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

RN-D: Discretized Categorical Actors with Regularized Networks for On-Policy Reinforcement Learning

In Poster Session 4

Yuexin Bian ⋅ Jie Feng ⋅ Tao Wang ⋅ Yijiang Li ⋅ Sicun Gao ⋅ Yuanyuan Shi

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Harmonized Dual Policy Improvement for Model-based Reinforcement Learning

In Poster Session 4

Guojian Zhan ⋅ Likun Wang ⋅ Feihong Zhang ⋅ Yang Guan ⋅ Shengbo Li

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Cycle-of-Science: Reliable Reasoning through Counterfactual Verification for Agent Decision Making

In Poster Session 4

Ruojie Zhang ⋅ Wencheng Zhu ⋅ dayong zhu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Position: Agentic AI systems should be making Bayes-consistent decisions

In Poster Session 4

Theodore Papamarkou ⋅ Pierre Alquier ⋅ Matthias Bauer ⋅ Wray Buntine ⋅ Andrew Davison ⋅ Gintare Karolina Dziugaite ⋅ Maurizio Filippone ⋅ Andrew Y. K. Foong ⋅ Vincent Fortuin ⋅ Dimitris Fouskakis ⋅ Jes Frellsen ⋅ Eyke Hüllermeier ⋅ Theofanis Karaletsos ⋅ Mohammad Emtiyaz Khan ⋅ Nikita Kotelevskii ⋅ Salem Lahlou ⋅ Yingzhen Li ⋅ Fang Liu ⋅ Clare Lyle ⋅ Thomas Moellenhoff ⋅ Konstantina Palla ⋅ Maxim Panov ⋅ Yusuf Sale ⋅ Kajetan Schweighofer ⋅ Artem Shelmanov ⋅ Siddharth Swaroop ⋅ Martin Trapp ⋅ Willem Waegeman ⋅ Andrew Wilson ⋅ Alexey Zaytsev

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Position: Digital Agents Require Unified Agent-Native Environments

In Poster Session 4

Yiran Wu ⋅ Jiale Liu ⋅ Jieyu Zhang ⋅ Yaolun Zhang ⋅ Shilong Liu ⋅ Chi Wang ⋅ Mengdi Wang ⋅ Huazheng Wang ⋅ Qingyun Wu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Position: Agent Should Invoke External Tools ONLY When Epistemically Necessary

In Poster Session 4

Hongru WANG ⋅ Cheng Qian ⋅ Manling Li ⋅ Jiahao Qiu ⋅ Boyang XUE ⋅ Mengdi Wang ⋅ Heng Ji ⋅ Amos Storkey ⋅ Kam-Fai Wong

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Emergent Communication Under Misinformation

In Poster Session 4

Heeyoung Lee ⋅ Kyungwoo Song

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Epistemic Gain, Aleatoric Cost: Uncertainty Decomposition in Multi-Agent Debate for Math Reasoning

In Poster Session 4

Dan Qiao ⋅ Binbin Chen ⋅ Fengyu Cai ⋅ Jianlong Chen ⋅ Wenhao Li ⋅ Fuxin Jiang ⋅ Zuzhi Chen ⋅ Tieying Zhang ⋅ Hongyuan Zha ⋅ Baoxiang Wang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

On Local Policies for Graph-Structured Markov Decision Processes

In Poster Session 4

Fathima Faizal ⋅ Asuman Ozdaglar ⋅ Martin Wainwright

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Learning to Share: Selective Memory for Efficient Parallel Agentic Systems

In Poster Session 4

Joseph Fioresi ⋅ Ashmal Vayani ⋅ Parth Parag Kulkarni ⋅ Song Wang ⋅ Mubarak Shah

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

TABX: A High-Throughput Sandbox Battle Simulator for Multi-Agent Reinforcement Learning

In Poster Session 4

Hayeong Lee ⋅ JunHyeok Oh ⋅ Byung-Jun Lee

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Learning Disentangled Multi-Agent World Model for Decentralized Control

In Poster Session 4

Di Xue ⋅ Jing Jiang ⋅ Shaowei Zhang ⋅ Wenhao Guo ⋅ lei yuan ⋅ Zongzhang Zhang ⋅ Yang Yu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Agora: Toward Autonomous Bug Detection in Production-Level Consensus Protocols with LLM Agents

In Poster Session 4

Xiang Liu ⋅ Sa Song ⋅ Zhaowei Zhang ⋅ Ceyao Zhang ⋅ Huiying Lan ⋅ Jason Zeng ⋅ Ming Wu ⋅ Michael Heinrich ⋅ Yong Sun

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Interaction-Breaking Adversarial Learning Framework for Robust Multi-Agent Reinforcement Learning

In Poster Session 4

Sunwoo Lee ⋅ Mingu Kang ⋅ Yonghyeon Jo ⋅ Seungyul Han

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Position: Agentic AI Is a Foreseeable Pathway to AGI

In Poster Session 4

Junwei Liao ⋅ Shuai Li ⋅ Muning Wen ⋅ Jun Wang ⋅ Weinan Zhang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Position: Collaborative Agentic AI Needs Interoperability Across Ecosystems

In Poster Session 4

Rishi Sharma ⋅ Martijn de Vos ⋅ Pradyumna Chari ⋅ Ramesh Raskar ⋅ Anne-Marie Kermarrec

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Recurrent Structural Policy Gradient for Partially Observable Mean Field Games

In Poster Session 4

Clarisse Wibault ⋅ Sebastian Towers ⋅ Tiphaine Wibault ⋅ Juan Duque ⋅ Johannes Forkel ⋅ George Whittle ⋅ Andreas Schaab ⋅ Chiyuan Wang ⋅ Yucheng Yang ⋅ Michael A Osborne ⋅ Benjamin Moll ⋅ Jakob Foerster

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Position: Multi-Agent Explainability Needs Contracts Before Methods

In Poster Session 4

Hak Hyun Kim ⋅ Benjamin Huh ⋅ Soroush Vosoughi

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Distributionally Robust Markov Games with Average Reward

In Poster Session 4

Zachary Roch ⋅ Yue Wang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

PrivAct: Internalizing Contextual Privacy Preservation via Multi-Agent Preference Training

In Poster Session 4

Yuhan Cheng ⋅ Hancheng Ye ⋅ Hai Li ⋅ Jingwei Sun ⋅ Yiran Chen

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Conversation for Non-verifiable Learning: Self-Evolving Large Language Models through Meta-Evaluation

In Poster Session 4

Yuan Sui ⋅ Bryan Hooi

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

FlowMAP: Flow Matching for Generalizable Agent Planning

In Poster Session 4

Jiarun Fu ⋅ Lizhong Ding ⋅ Qiuning Wei ⋅ Zhaohuan Linghu ⋅ Yurong Cheng ⋅ Changsheng Li ⋅ Tianlong Gu ⋅ Liang Chang ⋅ Ye Yuan ⋅ Guoren Wang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Position: Regulating Algorithms Is Not Enough. A Study of Content Discovery in Online Platforms

In Poster Session 4

Rebecca Salganik ⋅ Guillaume Salha-Galvan ⋅ Adelaida Afilipoaie ⋅ Gustavo Ferreira ⋅ Valdy Wiratama ⋅ Anson Kahng ⋅ Jian Kang ⋅ Heritiana Ranaivoson

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Hugging Carbon: Quantifying the Training Carbon Emissions of AI Models at Scale

In Poster Session 4

Xinlei Wang ⋅ Ruibo Ming ⋅ Jing Qiu ⋅ Junhua Zhao ⋅ Jinjin Gu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Exploring Nonlinear Pathway in Parameter Space for Machine Unlearning

In Poster Session 4

Yingdan Shi ⋅ Ren Wang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Large Language Models Develop Novel Social Biases Through Adaptive Exploration

In Poster Session 4

Addison J. Wu ⋅ Ryan Liu ⋅ Xuechunzi Bai ⋅ Thomas Griffiths

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

A Close Look at Negative Label Guided Out-of-distribution Detection in Pre-trained Vision-Language Models

In Poster Session 4

Bo Peng ⋅ Jie Lu ⋅ Guangquan Zhang ⋅ zhen fang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Resting Neurons, Active Insights: Robustify Activation Sparsity for Large Language Models

In Poster Session 4

Haotian Xu ⋅ Jiannan Yang ⋅ Tian Gao ⋅ Lily Weng ⋅ Tengfei Ma

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Who’s in Charge? Disempowerment Patterns in Real-World LLM Usage

In Poster Session 4

Mrinank Sharma ⋅ Miles McCain ⋅ Raymond Douglas ⋅ David Duvenaud

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Linear Ensembles Wash Away Watermarks: On the Fragility of Distributional Perturbations in LLMs

In Poster Session 4

Zhihao Wu ⋅ Gracia Gong ⋅ Qinglin Zhu ⋅ Yudong Chen ⋅ Runcong Zhao

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Position: Token Taxes Can Mitigate AI's Economic Risks

In Poster Session 4

Lucas Irwin ⋅ Tung-Yu Wu ⋅ Fazl Barez

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

De-attribute to Forget for LLM Unlearning

In Poster Session 4

Xinyang Lu ⋅ Jiabao Pan ⋅ Rachael Hwee Ling Sim ⋅ See-Kiong Ng ⋅ Anthony Tung ⋅ Bryan Kian Hsiang Low

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Position: The AI Imperative: Scaling High-Quality Peer Review in Machine Learning

In Poster Session 4

Qiyao Wei ⋅ Samuel Holt ⋅ Jing Yang ⋅ Markus Wulfmeier ⋅ Mihaela van der Schaar

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Talk, Judge, Cooperate: Gossip-Driven Indirect Reciprocity in Self-Interested LLM Agents

In Poster Session 4

Shuhui Zhu ⋅ Yue Lin ⋅ Shriya Kaistha ⋅ Wenhao Li ⋅ Baoxiang Wang ⋅ Hongyuan Zha ⋅ Gillian Hadfield ⋅ Pascal Poupart

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Regularization in the Axiomatic Approach to Learning from Human Preferences

In Poster Session 4

Ezgi Korkmaz

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Position: From Crowdsourcing to Crowd-LLM-Sourcing and LLM-Sourcing

In Poster Session 4

Jiyi Li

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Position: Peer Review in ML/AI Conferences Should Separate Publication from Presentation and Offer Non-Anonymous Review Tracks

In Poster Session 4

Nihar Shah

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Evaluating Contextual Illegality: AI Compliance in Corporate Law Scenarios

In Poster Session 4

Hilal Aka ⋅ joseph kwon ⋅ Noam Kolt

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Position: Want Better ML Reviews? Stop Asking Nicely and Start Incentivizing with a Credit System

In Poster Session 4

Shaochen (Henry) Zhong

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Position: If open source is to win, it must go public

In Poster Session 4

Joshua Tan ⋅ Nicholas Vincent ⋅ Katherine Elkins ⋅ Magnus Sahlgren ⋅ Joseph Low ⋅ David Pham ⋅ Sampo Pyysalo ⋅ Jenia Jitsev

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Quantifying Biases in LLM-as-a-Judge Evaluations

In Poster Session 4

Magda Dubois ⋅ Harry Coppock ⋅ Mario Giulianelli ⋅ Ole Jorgensen ⋅ Timo Flesch ⋅ Lennart Luettgau ⋅ Cozmin Ududec

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Position: Stop Preaching and Start Practising Data Frugality for Responsible Development of AI

In Poster Session 4

Sophia N. Wilson ⋅ Guðrún Guðmundsdóttir ⋅ Andrew Millard ⋅ Raghavendra Selvan ⋅ Sebastian Mair

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Position: Stop Automating Peer Review Without Rigorous Evaluation

In Poster Session 4

Joachim Baumann ⋅ Jiaxin Pei ⋅ Sanmi Koyejo ⋅ Dirk Hovy

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Position: Machine Learning Research Should Be Guided by Explicit, Pluralistic Models of Human Purpose

In Poster Session 4

Utsav Gupta

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Position: Irresponsible AI: big tech’s influence on AI research and associated impacts

In Poster Session 4

Alex Hernandez-Garcia ⋅ Alexandra Volokhova ⋅ Ezekiel Williams ⋅ Dounia Shaaban Kabakibo ⋅ Mélisande Teng

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Is Your LLM Overcharging You? Tokenization, Transparency, and Incentives

In Poster Session 4

Ander Artola Velasco ⋅ Stratis Tsirtsis ⋅ Nastaran Okati ⋅ Manuel Gomez-Rodriguez

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Incentivizing Truthfulness and Collaborative Fairness in Bayesian Learning

In Poster Session 4

Rachael Hwee Ling Sim ⋅ Jue Fan ⋅ Xiao Tian ⋅ Xinyi Xu ⋅ Patrick Jaillet ⋅ Bryan Kian Hsiang Low

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Position: The Term “Machine Unlearning” Is Overused in LLMs

In Poster Session 4

Sangyeon Yoon ⋅ Yeachan Jun ⋅ Albert No

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Exposing Hidden Biases in Text-to-Image Models via Automated Prompt Search

In Poster Session 4

Manos Plitsis ⋅ Giorgos Bouritsas ⋅ Vassilis Katsouros ⋅ Yannis Panagakis

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Three Years of r/ChatGPT: Societal Impact Evaluations from Social Media Data

In Poster Session 4

Jessica Dai ⋅ Sean Garcia ⋅ Emma Pierson ⋅ Benjamin Recht ⋅ Nika Haghtalab

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

How does Bayesian Sampling help Membership Inference Attacks?

In Poster Session 4

Zhenlong Liu ⋅ Wenyu Jiang ⋅ Feng Zhou ⋅ Hongxin Wei

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Steering at the Source: Style Modulation Heads for Robust Persona Control

In Poster Session 4

Yoshihiro Izawa ⋅ Gouki Minegishi ⋅ Koshi Eguchi ⋅ Sosuke Hosokawa ⋅ Kenjiro Taura

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Adversarial Vulnerability from Interference Between Features in Superposition

In Poster Session 4

Edward Stevinson ⋅ Lucas Prieto ⋅ Melih Barsbey ⋅ Tolga Birdal

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

FakeWorld 1.0: An Omni modal Benchmark for Fake Media and Content

In Poster Session 4

Yifeng Gao ⋅ Yifan Ding ⋅ Li Wang ⋅ Feida Huang ⋅ Ye Sun ⋅ Yixu Wang ⋅ Xin Wang ⋅ Yutao Wu ⋅ Hanxun Huang ⋅ Yunhao Feng ⋅ Yingshui Tan ⋅ Xingjun Ma ⋅ Yu-Gang Jiang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Target-Agnostic Calibration under Distribution Shift with Frequency-Aware Gradient Rectification

In Poster Session 4

Yilin Zhang ⋅ Cai Xu ⋅ You Wu ⋅ Ziyu Guan ⋅ Wei Zhao

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Algorithmic Recourse of In-Context Learning for Tabular Data

In Poster Session 4

Wenshuo Dong ⋅ Jiaming Zhang ⋅ Shaopeng Fu ⋅ Hongbin Lin ⋅ Di Wang ⋅ Lijie Hu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Mechanistic Anomaly Detection via Functional Attribution

In Poster Session 4

Hugo Lyons Keenan ⋅ Sarah Erfani ⋅ Christopher Leckie

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Optimal Transport Group Counterfactual Explanations

In Poster Session 4

Enrique Valero-Leal ⋅ Bernd Bischl ⋅ Pedro Larrañaga ⋅ Concha Bielza ⋅ Giuseppe Casalicchio

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Deep neural networks divide and conquer dihedral multiplication

In Poster Session 4

Sihui Wei ⋅ Gavin McCracken ⋅ Gabriela Moisescu-Pareja ⋅ Harley Wiltzer ⋅ Doina Precup ⋅ Irina Rish ⋅ Jonathan Love

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Interpretable Embeddings with Sparse Autoencoders: A Data Analysis Toolkit

In Poster Session 4

Nick Jiang ⋅ Xiaoqing Sun ⋅ Lisa Dunlap ⋅ Lewis Smith ⋅ Neel Nanda

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Priority-Aware Shapley Value

In Poster Session 4

Kiljae Lee ⋅ Ziqi Liu ⋅ Weijing Tang ⋅ Yuan Zhang

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

An Odd Estimator for Shapley Values

In Poster Session 4

Fabian Fumagalli ⋅ Landon Butler ⋅ Justin S. Kang ⋅ Kannan Ramchandran ⋅ R. Teal Witter

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Provably Adaptive Linear Approximation for the Shapley Value and Beyond

In Poster Session 4

Weida Li ⋅ Yaoliang Yu ⋅ Bryan Kian Hsiang Low

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Emergent Analogical Reasoning in Transformers

In Poster Session 4

Gouki Minegishi ⋅ Jingyuan Feng ⋅ Hiroki Furuta ⋅ Takeshi Kojima ⋅ Yusuke Iwasawa ⋅ Yutaka Matsuo

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

The Expert Strikes Back: Interpreting Mixture-of-Experts Language Models at Expert Level

In Poster Session 4

Jeremy Herbst ⋅ Jae Hee Lee ⋅ Stefan Wermter

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

MAnchors: Memorization-Based Acceleration of Anchors via Rule Reuse and Transformation

In Poster Session 4

Haonan Yu ⋅ Junhao Liu ⋅ Xin Zhang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Ensembling Sparse Autoencoders

In Poster Session 4

Soham Gadgil ⋅ Chris Lin ⋅ Su-In Lee

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Activation Oracles: Training and Evaluating LLMs as General-Purpose Activation Explainers

In Poster Session 4

Adam Karvonen ⋅ James Chua ⋅ Clément Dumas ⋅ Kit Fraser-Taliente ⋅ Subhash Kantamneni ⋅ Julian Minder ⋅ Euan Ong ⋅ Arnab Sen Sharma ⋅ Daniel Wen ⋅ Owain Evans ⋅ Samuel Marks

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

MetaOthello: A Controlled Study of Multiple World Models in Transformers

In Poster Session 4

Aviral Chawla ⋅ Galen Hall ⋅ Juniper Lovato

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

SAEmnesia: Erasing Concepts in Diffusion Models with Supervised Sparse Autoencoders

In Poster Session 4

Enrico Cassano ⋅ Riccardo Renzulli ⋅ Marco Nurisso ⋅ Mirko Zaffaroni ⋅ Alan Perotti ⋅ Marco Grangetto

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

PolySAE: Modeling Feature Interactions in Sparse Autoencoders via Polynomial Decoding

In Poster Session 4

Panagiotis Koromilas ⋅ Andreas Demou ⋅ James Oldfield ⋅ Yannis Panagakis ⋅ Mihalis Nicolaou

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Sparse Relaxed-Lasso Steering: Automatic Sparse-Autoencoder Feature Selection for Precise Image Editing

In Poster Session 4

Zongxin Liu ⋅ Xiaoyong Xue ⋅ Sun Weidi ⋅ Shengchao Qin ⋅ Lijun Zhang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

All Circuits Lead to Rome: Rethinking Functional Anisotropy in Circuit and Sheaf Discovery for LLMs

In Poster Session 4

Xi Chen ⋅ Mingyu Jin ⋅ Jingcheng (Frank) Niu ⋅ Yutong Yin ⋅ Jinman Zhao ⋅ Bangwei Guo ⋅ Dimitris Metaxas ⋅ Zhaoran Wang ⋅ Yutao Yue ⋅ Gerald Penn

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Mechanistic Data Attribution: Tracing the Training Origins of Interpretable LLM Units

In Poster Session 4

Jianhui Chen ⋅ Yuzhang Luo ⋅ Liangming Pan

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Query Lens: Interpreting Sparse Key-Value Features with Indirect Effects

In Poster Session 4

Hwiyeong Lee ⋅ Ingyu Bang ⋅ Uiji Hwang ⋅ Hyelim Lim ⋅ Taeuk Kim

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

CB-SLICE: Concept-Based Interpretable Error Slice Discovery

In Poster Session 4

Yael Konforti ⋅ Mateo Espinosa Zarlenga ⋅ Elaf Almahmoud ⋅ Mateja Jamnik

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

$\texttt{ShaplEIG}$: Bayesian Experimental Design for Shapley Value Estimation

In Poster Session 4

David Rundel ⋅ Fabian Fumagalli ⋅ Maximilian Muschalik ⋅ Bernd Bischl ⋅ Matthias Feurer

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Rashomon Sets of Falling Trees

In Poster Session 4

Varun Babbar ⋅ Zachery Boner ⋅ Margo Seltzer ⋅ Cynthia Rudin

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Enhancing Conformal Prediction via Class Similarity

In Poster Session 4

Ariel Fargion ⋅ Lahav Dabah ⋅ Tom Tirer

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Data Provenance Auditing of Fine-Tuned Large Language Models with a Text-Preserving Technique

In Poster Session 4

Yanming Li ⋅ Cédric Eichler ⋅ Nicolas Anciaux ⋅ Alexandra Bensamoun ⋅ Lorena Gonzalez-Manzano ⋅ Seifeddine Ghozzi

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Weight-sparse transformers have interpretable circuits

In Poster Session 4

Leo Gao ⋅ Achyuta Rajaram ⋅ Jacob Coxon ⋅ Soham Govande ⋅ Bowen Baker ⋅ Daniel Mossing

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Computing Provable Bounds for Exact Shapley Values of Neural Networks

In Poster Session 4

David Boetius ⋅ Shahaf Bassan ⋅ Guy Katz ⋅ Stefan Leue ⋅ Tobias Sutter

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

RouterInterp: Understanding Superposed Specialisation in Mixture of Experts Routing

In Poster Session 4

Ilya Lasy ⋅ Nora Cai ⋅ Kola Ayonrinde

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Towards Steering without Sacrifice: Principled Training of Steering Vectors for Prompt-only Interventions

In Poster Session 4

Yuntai Bao ⋅ Qinfeng Li ⋅ Xinyan Yu ⋅ Xuhong Zhang ⋅ Ge Su ⋅ Wenqi Zhang ⋅ Liu Yan ⋅ Haiqin Weng ⋅ Jianwei Yin

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

FLARE-AI: Flaw Reporting for AI

In Poster Session 4

Shayne Longpre ⋅ Elaine Zhu ⋅ Carson Ezell ⋅ Avijit Ghosh ⋅ Sean McGregor ⋅ Kevin Paeth ⋅ Kevin Klyman ⋅ Sayash Kapoor ⋅ Rishi Bommasani ⋅ Ruth Elisabeth Appel ⋅ Gregory Strom ⋅ Lauren McIlvenny ⋅ Mark Jaycox ⋅ Peter Slattery ⋅ Nathan Butters ⋅ Arvind Narayanan ⋅ Percy Liang ⋅ Alex Pentland

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Diagnosing the Reliability of LLM-as-a-Judge via Item Response Theory

In Poster Session 4

Junhyuk Choi ⋅ Sohhyung Park ⋅ chanhee cho ⋅ Hyeonchu Park ⋅ Bugeun Kim

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

CaliDist: Calibrating Large Language Models via Behavioral Robustness to Distraction

In Poster Session 4

Mohammad Anas Jawad ⋅ Cornelia Caragea

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Position: AI Should Facilitate Democratic Deliberation at Scale

In Poster Session 4

José Ramón Enríquez ⋅ Jiaxin Pei ⋅ Alex Pentland

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Unlearning’s Blind Spots: Over‑Unlearning and Prototypical Relearning Attack

In Poster Session 4

SeungBum Ha ⋅ Saerom Park ⋅ Sung Whan Yoon

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

LAPRAS : Learning-Augmented PRivate Answering for linear query Streams.

In Poster Session 4

Pranay Mundra ⋅ Adam Sealfon ⋅ Ziteng Sun ⋅ Quanquan Liu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Position: Comprehensive AI governance requires addressing non-model capability gains

In Poster Session 4

Arthur Goemans ⋅ Daniel Altman ⋅ Noemi Dreksler ⋅ Jonas Freund ⋅ Milan Gandhi ⋅ Zhengdong Wang ⋅ Sarah Cogan ⋅ Sebastien Krier ⋅ Demetra Brady ⋅ Lewis Ho ⋅ Allan Dafoe

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Contrastive Reasoning Alignment: Reinforcement Learning from Hidden Representations

In Poster Session 4

Haozheng Luo ⋅ Yimin Wang ⋅ Jiahao Yu ⋅ Binghui Wang ⋅ Yan Chen

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

ForceForget: Reinforcement Concept Removal for Enhancing Safety in Text-to-Image Models

In Poster Session 4

Dong Han ⋅ Yong Li

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

ZeroUnlearn: Few-Shot Knowledge Unlearning in Large Language Models

In Poster Session 4

Yujie Lin ⋅ Chengyi Yang ⋅ Zhishang Xiang ⋅ YIPING SONG ⋅ Jinsong Su

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Structured Multi-step Jailbreaking under a Hamiltonian Generative Formulation

In Poster Session 4

Zihan Zhou ⋅ Yang Zhou ⋅ Jianghai Yu ⋅ Lingjuan Lyu ⋅ Longwei Wang ⋅ KC Santosh ⋅ Ruoming Jin ⋅ Dejing Dou

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

When the Prompt Becomes Visual: Vision-Centric Jailbreak Attacks for Large Image Editing Models

In Poster Session 4

Jiacheng Hou ⋅ Yining Sun ⋅ Ruochong Jin ⋅ Haochen Han ⋅ Fangming Liu ⋅ Victor Chan ⋅ Alex Jinpeng Wang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Building Reliable Long-Form Generation via Hallucination Rejection Sampling

In Poster Session 4

Lin Li ⋅ Georgia Channing ⋅ Suhaas Bhat ⋅ Gabriel Jones ⋅ Yarin Gal

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

X-EviProbe: Post-hoc Parameter-free Evidential Uncertainty Quantification for Frozen Graph Neural Networks

In Poster Session 4

Chenghua Guo ⋅ Sihong Xie ⋅ Xi Zhang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Frontier Models Can Take Actions at Low Probabilities

In Poster Session 4

Alex Serrano Terre ⋅ Wen Xing ⋅ David Lindner ⋅ Erik Jenner

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Efficient LLM Moderation with Multi-Layer Latent Prototypes

In Poster Session 4

Maciej Chrabaszcz ⋅ Filip Szatkowski ⋅ Bartosz Wójcik ⋅ Jan Dubiński ⋅ Tomasz Trzcinski ⋅ Sebastian Cygert

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Detecting Fluent Optimization Based Adversarial Prompts via Sequential Entropy Changes

In Poster Session 4

Mohammed Alshaalan ⋅ Miguel Rodrigues

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Reward Hacking Benchmark: Measuring Exploits in LLM Agents with Tool Use

In Poster Session 4

Kunvar Thaman

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

The Trojan Knowledge: Bypassing Commercial LLM Guardrails via Harmless Prompt Weaving and Adaptive Tree Search

In Poster Session 4

Rongzhe Wei ⋅ Peizhi Niu ⋅ Xinjie Shen ⋅ Tony Tu ⋅ Yifan Li ⋅ Ruihan Wu ⋅ Eli Chien ⋅ Pin-Yu Chen ⋅ Olgica Milenkovic ⋅ Pan Li

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

How Can I Publish My LLM Benchmark Without Giving the True Answers Away?

In Poster Session 4

Takashi Ishida ⋅ Thanawat Lodkaew ⋅ Ikko Yamane

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Position: Responsible AI for AI companions must actively combat violence toward intimate partners

In Poster Session 4

Atmadeep Ghoshal ⋅ Anasmita Ghoshal ⋅ Volodymyr Shevchenko ⋅ Ashwini B ⋅ Arshia Dutta ⋅ Ruba Abu-Salma ⋅ Martim Brandao

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Sponge Tool Attack: Stealthy Denial-of-Efficiency against Tool-Augmented Agentic Reasoning

In Poster Session 4

Qi Li ⋅ Xinchao Wang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Monitoring LLM-based Multi-Agent Systems Against Corruptions via Node Evaluation

In Poster Session 4

Chengcan Wu ⋅ Zhixin Zhang ⋅ Mingqian Xu ⋅ Zeming Wei ⋅ Meng Sun

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

From Talking to Singing: A New Challenge for Audio-Visual Deepfake Detection

In Poster Session 4

Ke Liu ⋅ Jiwei Wei ⋅ Wenyu Zhang ⋅ Shuchang Zhou ⋅ Ruikun Chai ⋅ Yutao Dai ⋅ Chaoning Zhang ⋅ Yang Yang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Position: Let’s Build a Trustworthy Model Context Protocol!

In Poster Session 4

Arjhun Swaminathan ⋅ Anika Hannemann

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

PlugGuard: A Streaming Safeguard for Large Models via Latent Dynamics-Guided Risk Detection

In Poster Session 4

Xiaodan Li ⋅ Mengjie Wu ⋅ Yao Zhu ⋅ Yunna Lv ⋅ YueFeng Chen ⋅ Cen Chen ⋅ Jianmei Guo ⋅ Hui Xue'

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

FoeGlass: When Simple In-Context Learning Is Enough for Red Teaming Audio Deepfake Detectors

In Poster Session 4

Sepehr Dehdashtian ⋅ Jacob Seidman ⋅ Vishnu Boddeti ⋅ Gaurav Bharaj

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Jailbreak Foundry: From Papers to Runnable Attacks for Reproducible Benchmarking

In Poster Session 4

Zhicheng Fang ⋅ Jingjie Zheng ⋅ Chenxu Fu ⋅ Wei Xu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

TSFAdv: Frequency-Guided Black-Box Adversarial Attacks on Time Series Forecasting

In Poster Session 4

Qizhuo Han ⋅ Xiangrui Cai ⋅ Sihan Xu ⋅ Ying Zhang ⋅ Zheli Liu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Anti-Backdoor Coreset Selection via Cumulative Entropy

In Poster Session 4

Qi Zhao ⋅ Christian Wressnegger

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Low-Rank and Sparsity Are All You Need: Exploring Robust Hierarchical Latent Subspaces for Transferable Adversarial Attack

In Poster Session 4

Shuangshuang Pu ⋅ Wen Yang ⋅ Min Li ⋅ guodong liu ⋅ Chris Ding ⋅ Di Ming

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Position: Preparing for AI Systems That Deceive Developers

In Poster Session 4

Fengyu Duan ⋅ Xudong Pan ⋅ Yawen Duan ⋅ Adam Gleave ⋅ Ranjie Duan ⋅ Jianfeng Cao ⋅ Wenqi Chen ⋅ Yinpeng Dong ⋅ Jiarun Dai ⋅ Jie Fu ⋅ Xudong Guo ⋅ Tianxing He ⋅ Geng Hong ⋅ Naying HU ⋅ Xiaojian Li ⋅ Dongrui Liu ⋅ Chaochao Lu ⋅ Sören Mindermann ⋅ Peng XU ⋅ Yang Zhang ⋅ Chen Zheng ⋅ Brian Tse ⋅ Min Yang ⋅ Xia Hu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Membership Inference Attacks for Unseen Classes

In Poster Session 4

Pratiksha Thaker ⋅ Neil Kale ⋅ Steven Wu ⋅ Virginia Smith

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Steering Beyond the Support: Adversarial Training on Unsupervised Jailbroken Activation Simulation

In Poster Session 4

LUOYU CHEN ⋅ Weiqi Wang ⋅ Zhiyi Tian ⋅ Chenhan Zhang ⋅ Feng Wu ⋅ Jianhuan Huang ⋅ Ahmed Asiri ⋅ Shui Yu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

From Parameter Dynamics to Risk Scoring: Quantifying Sample-Level Safety Degradation in LLM Fine-tuning

In Poster Session 4

Xiao Wang ⋅ Yifei Zhang ⋅ Yongkang Liu ⋅ Xiaocui Yang ⋅ Zihan Wang ⋅ Shi Feng ⋅ Daling Wang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Scam2Prompt: A Scalable Framework for Auditing Malicious Scam Endpoints in Production LLMs

In Poster Session 4

Zhiyang Chen ⋅ Tara Saba ⋅ Xun Deng ⋅ Xujie Si ⋅ Fan Long

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

RLCracker: Evaluating the Worst-Case Vulnerability of LLM Watermarks with Adaptive RL Attacks

In Poster Session 4

Hanbo Huang ⋅ Yiran Zhang ⋅ Hao Zheng ⋅ Xuan Gong ⋅ Yihan Li ⋅ Lin Liu ⋅ Zhuotao Liu ⋅ Shiyu Liang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

From Similarity to Vulnerability: Key Collision Attack on LLM Semantic Caching

In Poster Session 4

ZHIXIANG ZHANG ⋅ Zesen Liu ⋅ Yuchong Xie ⋅ Quanfeng Huang ⋅ Dongdong She

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

CausalArmor: Efficient Indirect Prompt Injection Guardrails via Causal Attribution

In Poster Session 4

Minbeom Kim ⋅ Mihir Parmar ⋅ Phillip Wallis ⋅ Lesly Miculicich ⋅ Kyomin Jung ⋅ Krishnamurthy Dvijotham ⋅ Long T. Le ⋅ Tomas Pfister

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

An Empirical Study of Memory Poisoning Defenses for LLM Agents

In Poster Session 4

Qianshan Wei ⋅ Tengchao Yang ⋅ Yaochen Wang ⋅ Xinfeng Li ⋅ Lijun Li ⋅ Zhenfei Yin ⋅ Yi Zhan ⋅ Thorsten Holz ⋅ Zhiqiang Lin ⋅ XiaoFeng Wang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

RepetitionCurse: Measuring and Understanding Router Imbalance in Mixture-of-Experts LLMs under DoS Stress

In Poster Session 4

Ruixuan Huang ⋅ Qingyue Wang ⋅ Hantao Huang ⋅ Yudong Gao ⋅ Dong CHEN ⋅ Shuai Wang ⋅ Wei Wang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

PragLocker: Protecting Agent Intellectual Property in Untrusted Deployments via Non-Portable Prompts

In Poster Session 4

Qinfeng Li ⋅ Yuntai Bao ⋅ Jianghui Hu ⋅ Wenqi Zhang ⋅ Jintao Chen ⋅ Huifeng Zhu ⋅ Yier Jin ⋅ Xuhong Zhang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Reasoning as an Attack Surface: Adaptive Evolutionary CoT Jailbreaks for LLMs

In Poster Session 4

Jianan Li ⋅ Simeng Qin ⋅ Yang Liu ⋅ Lionel WANG ⋅ Tianhang Zheng ⋅ Xiaoshuang Jia ⋅ Yang Liu ⋅ Xiaochun Cao

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

DecepChain: Inducing Deceptive Reasoning in Large Language Models

In Poster Session 4

Wei Shen ⋅ Han Wang ⋅ Haoyu Li ⋅ Huan Zhang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

*MemPot*: Defend Against Memory Extraction Attack with Optimized Honeypots

In Poster Session 4

Yuhao Wang ⋅ Shengfang ZHAI ⋅ Guanghao Jin ⋅ Yinpeng Dong ⋅ Linyi Yang ⋅ Jiaheng Zhang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Position: To Defend Against Cyber Attacks, We Must Teach AI Agents to Hack

In Poster Session 4

Terry Yue Zhuo ⋅ Yangruibo Ding ⋅ Wenbo Guo ⋅ Ruijie Meng

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Speculative Safety Honeypot: Toward Proactive Defense Against Multi-turn Agent Attacks

In Poster Session 4

Zezhong WANG ⋅ Xueyang Tang ⋅ RUI LIAN ⋅ Yang Lou ⋅ Heqing Huang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

SecCodePRM: A Process Reward Model for Code Security

In Poster Session 4

Weichen Yu ⋅ Ravi Mangal ⋅ Yinyi Luo ⋅ Kai Hu ⋅ Jingxuan He ⋅ Corina Pasareanu ⋅ Matt Fredrikson

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Angel or Demon: Investigating the Plasticity Interventions' Impact on Backdoor Threats in Deep Reinforcement Learning

In Poster Session 4

Oubo Ma ⋅ Ruixiao Lin ⋅ Yang Dai ⋅ Jiahao Chen ⋅ Chunyi Zhou ⋅ Linkang Du ⋅ Shouling Ji

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

SpatialJB: How Text Distribution Art Becomes The "Jailbreak Key" for LLM Guardrails

In Poster Session 4

Zhiyi Mou ⋅ Jingyuan Yang ⋅ ZEHENG QIAN ⋅ Wangze Ni ⋅ Tianfang Xiao ⋅ Ning Liu ⋅ Chen Zhang ⋅ Zhan Qin ⋅ Kui Ren

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

On the Fragility of Data Attribution When Learning Is Distributed

In Poster Session 4

Xian Gao ⋅ Bo Hui ⋅ MIN-TE SUN ⋅ Wei-Shinn Ku

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Think Twice Before You Act: Protecting LLM Agents Against Tool Description Poisoning via Isolated Planning

In Poster Session 4

Shanghao Shi ⋅ Xiao Wang ⋅ Chaoyu Zhang ⋅ Hao Li ⋅ Wenjing Lou ⋅ Thomas Hou ⋅ Yevgeniy Vorobeychik ⋅ Chongjie Zhang ⋅ Ning Zhang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Learn from Your Mistakes: Tree-like Self-Play on Vulnerability Nodes for Secure Code LLMs

In Poster Session 4

Wenqi Chen ⋅ Ziyan Zhang ⋅ Bin Wang ⋅ Lin Liu ⋅ Hengheng Zhang ⋅ Zhengsu Chen

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Position: Retire the "Positive Backdoor" Label—Secret Alignment Requires Strict and Systematic Evaluation

In Poster Session 4

Jianwei Li ⋅ Jung-Eun Kim

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Security–Fidelity Tradeoffs: No Universal Defense Against Prompt Injection

In Poster Session 4

Mitchell Hermon ⋅ Rahul Gupta ⋅ Weitong Ruan ⋅ Ekraam Sabir ⋅ Haohan Wang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Poison with Style: A Practical Poisoning Attack on Code Large Language Models

In Poster Session 4

Khang Tran ⋅ Yazan Boshmaf ⋅ Issa Khalil ⋅ Hai Phan ⋅ Ting Yu ⋅ Md Rizwan Parvez

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Lookahead-GCG: Improving Multi-Model Gradient-Based Jailbreaking Attacks via Nesterov Momentum

In Poster Session 4

Rong Feng ⋅ Haohan Zhao ⋅ Shiqin Tang ⋅ Geng Liu ⋅ Song Lai ⋅ Meng Wang ⋅ Shuxin Zhuang ⋅ Yuqi Zha ⋅ Changyi Ma ⋅ Runsheng Yu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

AutoBaxBuilder: Bootstrapping Code Security Benchmarking

In Poster Session 4

Tobias von Arx ⋅ Niels Mündler ⋅ Mark Vero ⋅ Maximilian Baader ⋅ Martin Vechev

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

RADAR: Defending RAG Dynamically against Retrieval Corruption

In Poster Session 4

Ziyuan Chen ⋅ Yueming Lyu ⋅ Yi Liu ⋅ Weixiang Han ⋅ JING DONG ⋅ Caifeng Shan ⋅ Tieniu Tan

[ Slides] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

From Poisoned to Aware: Fostering Backdoor Self-Awareness in LLMs

In Poster Session 4

Guangyu Shen ⋅ Siyuan Cheng ⋅ Xiangzhe Xu ⋅ Yuan Zhou ⋅ Hanxi Guo ⋅ Zhuo Zhang ⋅ Xiangyu Zhang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

OrchJail: Jailbreaking Tool-Calling Text-to-Image Agents by Orchestration-Guided Fuzzing

In Poster Session 4

Jianming Chen ⋅ Yawen Wang ⋅ Junjie Wang ⋅ Zhe Liu ⋅ Qing Wang ⋅ Xu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Just Ask: Curious Code Agents Reveal System Prompts in Frontier LLMs

In Poster Session 4

Xiang Zheng ⋅ Yutao Wu ⋅ Hanxun Huang ⋅ Yige Li ⋅ Xingjun Ma ⋅ Bo Li ⋅ Yu-Gang Jiang ⋅ Cong Wang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

RedVisor: Reasoning-Aware Prompt Injection Defense via Zero-Copy KV Cache Reuse

In Poster Session 4

Mingrui Liu ⋅ Sixiao Zhang ⋅ Cheng Long ⋅ Kwok Yan Lam

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

From Internal Diagnosis to External Auditing: A VLM-Driven Paradigm for Data-Free Online Backdoor Defense

In Poster Session 4

Binyan Xu ⋅ Fan YANG ⋅ Xilin Dai ⋅ Di Tang ⋅ Kehuan Zhang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Budget-Efficient Attacks and Robustness Training for Cooperative MARL

In Poster Session 4

junyong jiang ⋅ Xin Yuan ⋅ Longhe Lin ⋅ Songze Li ⋅ Lu Dong

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Adaptive Probe-based Steering for Robust LLM Jailbreaking

In Poster Session 4

Junxi Chen ⋅ Junhao Dong ⋅ Xiaohua Xie

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Domain Transfer Becomes Identifiable via a Single Alignment

In Poster Session 4

Sagar Shrestha ⋅ Subash Timilsina ⋅ Hoang-Son Nguyen ⋅ Xiao Fu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

When to Trust the Cheap Check: Weak and Strong Verification for Reasoning

In Poster Session 4

Shayan Kiyani ⋅ Sima Noorani ⋅ George Pappas ⋅ Hamed Hassani

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Transformers with RL or SFT Provably Learn Sparse Boolean Functions, But Differently

In Poster Session 4

Bochen Lyu ⋅ Yiyang Jia ⋅ Xiaohao Cai ⋅ Zhanxing Zhu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Any-dimensional invariant universality

In Poster Session 4

Shengtai Yao ⋅ Eitan Levin ⋅ Mateo Diaz

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

On the Coordination of Value-Maximizing Bidders

In Poster Session 4

Yanru Guan ⋅ Jiahao Zhang ⋅ Zhe Feng ⋅ Tao Lin

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Information-Theoretic Generalization Bounds for VAEs: A Role of Encoder and Latent Variable

In Poster Session 4

Futoshi Futami ⋅ Masahiro Fujisawa

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Theoretical Investigation on Inductive Bias of Isolation Forest

In Poster Session 4

Qin-Cheng Zheng ⋅ Shao-Qun Zhang ⋅ Shen-Huan Lyu ⋅ Yuan Jiang ⋅ Zhi-Hua Zhou

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

A General Framework for Fair and Robust Regression

In Poster Session 4

WENHAI CUI ⋅ Xiaoting Ji ⋅ Wen Su ⋅ Xingqiu Zhao

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Towards Theoretical Understanding of Transformer Test-Time Computing: Investigation on In-Context Linear Regression

In Poster Session 4

Xingwu Chen ⋅ Lu Miao ⋅ Beining Wu ⋅ Difan Zou

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

PAC-Bayesian Reinforcement Learning Trains Generalizable Policies

In Poster Session 4

Abdelkrim ZITOUNI ⋅ Mehdi Hennequin ⋅ Juba Agoun ⋅ Ryan Horache ⋅ NADIA KABACHI ⋅ Omar Rivasplata

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Learning High-Dimensional Parity Functions with Product Networks using Gradient Descent

In Poster Session 4

Guillaume Larue ⋅ Louis-Adrien Dufrène ⋅ Quentin Lampin ⋅ Hadi Ghauch ⋅ Ghaya Rekaya-Ben Othman

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Active Learning with Low-Rank Structure for Data Selection

In Poster Session 4

Vincent Cohen-Addad ⋅ Sasidhar Kunapuli ⋅ Vahab Mirrokni ⋅ Mahdi Nikdan ⋅ David Woodruff ⋅ Samson Zhou

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Sharp empirical Bernstein inequalities for the variance of bounded random variables

In Poster Session 4

Diego Martinez Taboada ⋅ Aaditya Ramdas

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

In-Context Learning Is Provably Bayesian Inference: A Generalization Theory for Meta-Learning

In Poster Session 4

Tomoya Wakayama ⋅ Taiji Suzuki

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Optimal Learning from Label Proportions with General Loss Functions

In Poster Session 4

Lorne Applebaum ⋅ Travis Dick ⋅ Claudio Gentile ⋅ Haim Kaplan ⋅ Tomer Koren

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Decision Tree Learning on Product Spaces

In Poster Session 4

Arshia Soltani Moakhar ⋅ Faraz Ghahremani ⋅ Kiarash Banihashem ⋅ MohammadTaghi Hajiaghayi

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Correcting Overparameterization Effects in Fair Empirical Risk Minimization

In Poster Session 4

Xiaoyi MAI ⋅ Jean-Michel Loubes

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Fast Reconstruction of Mixtures of Bernoulli Product Distributions

In Poster Session 4

Sanyam Agarwal ⋅ Pranjal Dutta ⋅ Markus Bläser

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Error Propagation in Dynamic Programming: From Stochastic Control to American Option Pricing

In Poster Session 4

Andrea Della Vecchia ⋅ Damir Filipovic

[ Poster] [ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

On Learnability and Disambiguation of Multiclass Partial Concept Classes

In Poster Session 4

Jingyuan Xu ⋅ Xin Zou ⋅ Xiuwen Gong ⋅ Weiwei Liu

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Certifying Capabilities from Finite Tests: When Is It Possible?

In Poster Session 4

Changlong Wu ⋅ Jin Sima ⋅ Wojciech Szpankowski

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Theoretical Perspectives on Data Quality and Synergistic Effects in Pre- and Post-Training Reasoning Models

In Poster Session 4

Adel Javanmard ⋅ Baharan Mirzasoleiman ⋅ Vahab Mirrokni

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

A Risk Decomposition Framework for Pre-hoc Fine-tuning Prediction

In Poster Session 4

Yuxiang Luo ⋅ Chen Wang ⋅ Nan Tang

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Tight Margin-Based Generalization Bounds for Voting Classifiers over Finite Hypothesis Sets

In Poster Session 4

Kasper Green Larsen ⋅ Natascha Schalburg

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ HALL A None

Performative Learning Theory

In Poster Session 4

Julian Rodemann ⋅ Unai Fischer Abaigar ⋅ James Bailie ⋅ Krikamol Muandet

[ OpenReview]

Poster

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

What Does Preference Learning Recover from Pairwise Comparison Data?

In Poster Session 4

Rattana Pukdee ⋅ Nina Balcan ⋅ Pradeep Ravikumar

[ OpenReview]

Poster Session

Wed Jul 08 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Poster Session 4

Test Of Time

Wed Jul 08 02:30 PM -- 03:00 PM (KST) @ HALL C None

Test of Time

Break

Wed Jul 08 03:00 PM -- 04:00 PM (KST) None

Coffee Break

Oral

Wed Jul 08 04:00 PM -- 04:15 PM (KST) @ HALL D2 None

Position: The Alignment Community is Unintentionally Building a Censor’s Toolkit

In Oral 4C LLM Alignment & Reliability

Sarah Ball ⋅ Phil Hackemann

[ OpenReview]

Oral

Wed Jul 08 04:00 PM -- 04:15 PM (KST) @ AUDITORIUM None

DPO Unchained: Your Training Algorithm is Secretly Disentangled in Human Choice Theory (and Its Loss' Convexity is Dispensable)

In Oral 4F Learning Theory

Wenxuan Zhou ⋅ Shujian Zhang ⋅ brice magdalou ⋅ John Lambert ⋅ Ehsan Amid ⋅ Richard Nock ⋅ Andrew Hard

[ OpenReview]

Oral

Wed Jul 08 04:00 PM -- 04:15 PM (KST) @ ASEM BALLROOM 201-203 None

ConFlux: Multivariate Time Series in Flux, One Unified Forecast in Confluence

In Oral 4G Time Series Modeling & Sampling

Shiyu Wang ⋅ Yuchen Fang ⋅ Juntong Ni ⋅ Ziyi Zhang ⋅ Baichuan Mo ⋅ Xinyue Zhong ⋅ Chengxin Wang ⋅ Zhou Ye ⋅ Yang Xiang

[ OpenReview]

Oral

Wed Jul 08 04:00 PM -- 04:15 PM (KST) @ HALL B2 None

From Abstraction to Instantiation: Learning Behavioral Representation for Vision-Language-Action Model

In Oral 4B Robotics: Vision-Language-Action Models

Bing Hu ⋅ Zaijing Li ⋅ Rui Shao ⋅ Junda Chen ⋅ April Hua Liu ⋅ Wei-Shi Zheng ⋅ Liqiang Nie

[ OpenReview]

Oral

Wed Jul 08 04:00 PM -- 04:15 PM (KST) @ HALL C None

CAT-Q: Cost-efficient and Accurate Ternary Quantization for LLMs

In Oral 4A LLM Training & Efficiency

Shigeng Wang ⋅ Chao Li ⋅ Yangyuxuan Kang ⋅ Jiawei Fan ⋅ Anbang Yao

[ OpenReview]

Oral

Wed Jul 08 04:00 PM -- 04:15 PM (KST) @ GRAND BALLROOM 101-105 None

CoEvol-NO: State and Coordinate Co-Evolution with an Error-Driven Predictor-Corrector Paradigm for Neural Operator Transformer

In Oral 4E AI for Science: Dynamical Systems and Processes

Jianqiao Zeng ⋅ Ruocheng Wang ⋅ Yanzhi Liu ⋅ Hao Xiong ⋅ Junchi Yan

[ OpenReview]

Oral

Wed Jul 08 04:00 PM -- 04:15 PM (KST) @ HALL D1 None

A Recursive Decomposition Framework for Causal Structure Learning in the Presence of Latent Variables

In Oral 4D Causal & Probabilistic Modeling

Zheng Li ⋅ Feng Xie ⋅ Shenglan Nie ⋅ Xichen Guo ⋅ Ruxin Wang ⋅ Hao Zhang

[ OpenReview]

Oral Session

Wed Jul 08 04:00 PM -- 05:00 PM (KST) @ HALL C None

Oral 4A LLM Training & Efficiency

Oral Session

Wed Jul 08 04:00 PM -- 05:00 PM (KST) @ HALL B2 None

Oral 4B Robotics: Vision-Language-Action Models

Oral Session

Wed Jul 08 04:00 PM -- 05:00 PM (KST) @ HALL D2 None

Oral 4C LLM Alignment & Reliability

Oral Session

Wed Jul 08 04:00 PM -- 05:00 PM (KST) @ HALL D1 None

Oral 4D Causal & Probabilistic Modeling

Oral Session

Wed Jul 08 04:00 PM -- 05:00 PM (KST) @ GRAND BALLROOM 101-105 None

Oral 4E AI for Science: Dynamical Systems and Processes

Oral Session

Wed Jul 08 04:00 PM -- 05:00 PM (KST) @ AUDITORIUM None

Oral 4F Learning Theory

Oral Session

Wed Jul 08 04:00 PM -- 05:00 PM (KST) @ ASEM BALLROOM 201-203 None

Oral 4G Time Series Modeling & Sampling

Oral

Wed Jul 08 04:15 PM -- 04:30 PM (KST) @ HALL C None

POET-X: Memory-efficient LLM Training by Scaling Orthogonal Transformation

In Oral 4A LLM Training & Efficiency

Zeju Qiu ⋅ Lixin LIU ⋅ Adrian Weller ⋅ Han Shi ⋅ Weiyang Liu

[ OpenReview]

Oral

Wed Jul 08 04:15 PM -- 04:30 PM (KST) @ GRAND BALLROOM 101-105 None

Geometric Flow Grounding: A Unified Manifold Decoupling Framework for Dynamics Discovery and Verification

In Oral 4E AI for Science: Dynamical Systems and Processes

Chang Yu ⋅ Yuxuan Luo ⋅ Yixuan Du ⋅ Yuqing Zhou ⋅ Siyuan Li ⋅ Jingbo Zhou ⋅ jiawei jiang ⋅ Zhen Lei ⋅ Stan Z Li

[ OpenReview]

Oral

Wed Jul 08 04:15 PM -- 04:30 PM (KST) @ HALL D1 None

DISCO: Mitigating Bias in Deep Learning with Conditional Distance Correlation

In Oral 4D Causal & Probabilistic Modeling

Emre Kavak ⋅ Tom Nuno Wolf ⋅ Christian Wachinger

[ OpenReview]

Oral

Wed Jul 08 04:15 PM -- 04:30 PM (KST) @ ASEM BALLROOM 201-203 None

From Text to Forecasts: Bridging Modality Gap with Temporal Evolution Semantic Space

In Oral 4G Time Series Modeling & Sampling

Lehui Li ⋅ Yuyao Wang ⋅ Jisheng Yan ⋅ Wei Zhang ⋅ Jinliang Deng ⋅ Haoliang Sun ⋅ Zhongyi Han ⋅ Yongshun Gong

[ OpenReview]

Oral

Wed Jul 08 04:15 PM -- 04:30 PM (KST) @ HALL D2 None

Information Flow Reveals When to Trust Language Models

In Oral 4C LLM Alignment & Reliability

Rui Xu ⋅ Yi Chen ⋅ Jiujiu Chen ⋅ Sihong Xie

[ OpenReview]

Oral

Wed Jul 08 04:15 PM -- 04:30 PM (KST) @ HALL B2 None

From Pixels to Tokens: A Systematic Study of Latent Action Supervision for Vision-Language-Action Models

In Oral 4B Robotics: Vision-Language-Action Models

Yihan Lin ⋅ Haoyang Li ⋅ Yang Li ⋅ Haitao Shen ⋅ Yihan Zhao ⋅ Chao Shao ⋅ Jing Zhang

[ OpenReview]

Oral

Wed Jul 08 04:15 PM -- 04:30 PM (KST) @ AUDITORIUM None

High-accuracy sampling for diffusion models and log-concave distributions

In Oral 4F Learning Theory

Fan Chen ⋅ Sinho Chewi ⋅ Constantinos Daskalakis ⋅ Alexander Rakhlin

[ OpenReview]

Oral

Wed Jul 08 04:30 PM -- 04:45 PM (KST) @ HALL D2 None

Modeling Hierarchical Thinking in Large Reasoning Models

In Oral 4C LLM Alignment & Reliability

G M Shahariar ⋅ Erfan Shayegani ⋅ Ali Nazari ⋅ Nael Abu-Ghazaleh

[ OpenReview]

Oral

Wed Jul 08 04:30 PM -- 04:45 PM (KST) @ AUDITORIUM None

Rational Transductors

In Oral 4F Learning Theory

Mehryar Mohri

[ OpenReview]

Oral

Wed Jul 08 04:30 PM -- 04:45 PM (KST) @ HALL C None

ReQAT: Achieving Full-Precision Reasoning Accuracy with 4-bit Floating-Point Quantization-Aware Training

In Oral 4A LLM Training & Efficiency

Janghwan Lee ⋅ Sihwa Lee ⋅ Jinseok Kim ⋅ Yongjik Kim ⋅ Jieun Lim ⋅ Jinwook Oh ⋅ Jungwook Choi

[ OpenReview]

Oral

Wed Jul 08 04:30 PM -- 04:45 PM (KST) @ GRAND BALLROOM 101-105 None

Solving Time-Dependent Differential Equations with Physical Dynamical Systems

In Oral 4E AI for Science: Dynamical Systems and Processes

Chuan Liu ⋅ Yijie Chen ⋅ Ruibing Song ⋅ Wenhao Huang ⋅ Chunshu Wu ⋅ Deqian Kong ⋅ Ying Nian Wu ⋅ Kaiyuan Yang ⋅ Ang Li ⋅ Tony Geng

[ OpenReview]

Oral

Wed Jul 08 04:30 PM -- 04:45 PM (KST) @ HALL B2 None

Pretrained Vision-Language-Action Models are Surprisingly Resistant to Forgetting in Continual Learning

In Oral 4B Robotics: Vision-Language-Action Models

Huihan Liu ⋅ Changyeon Kim ⋅ Bo Liu ⋅ Minghuan Liu ⋅ Yuke Zhu

[ OpenReview]

Oral

Wed Jul 08 04:30 PM -- 04:45 PM (KST) @ HALL D1 None

Disentangling Latent Risk Pathways via Bayesian Hypergraph Inference

In Oral 4D Causal & Probabilistic Modeling

Shengxian Ding ⋅ Haonan Gao ⋅ Pangpang Liu ⋅ Xinyuan Tian ⋅ Yize Zhao

[ OpenReview]

Oral

Wed Jul 08 04:30 PM -- 04:45 PM (KST) @ ASEM BALLROOM 201-203 None

Markov Chain Monte Carlo without Evaluating the Target: an Auxiliary Variable Approach

In Oral 4G Time Series Modeling & Sampling

Wei Yuan ⋅ Guanyang Wang

[ OpenReview]

Oral

Wed Jul 08 04:45 PM -- 05:00 PM (KST) @ HALL D1 None

On the Identifiability of Poisson Branching Structural Causal Model Under Latent Confounding

In Oral 4D Causal & Probabilistic Modeling

Jie Qiao ⋅ Zihuai Zeng ⋅ Ruichu Cai ⋅ Zhengming Chen ⋅ Zhifeng Hao

[ OpenReview]

Oral

Wed Jul 08 04:45 PM -- 05:00 PM (KST) @ HALL B2 None

XR-1: Towards Versatile Vision-Language-Action Models via Learning Unified Vision-Motion Representations

In Oral 4B Robotics: Vision-Language-Action Models

Shichao Fan ⋅ Kun Wu ⋅ Zhengping Che ⋅ Xinhua Wang ⋅ Di Wu ⋅ Fei Liao ⋅ Ning Liu ⋅ Yixue Zhang ⋅ Zhen Zhao ⋅ Zhiyuan Xu ⋅ Meng Li ⋅ Qingjie Liu ⋅ Shanghang Zhang ⋅ Min Wan ⋅ Jian Tang

[ OpenReview]

Oral

Wed Jul 08 04:45 PM -- 05:00 PM (KST) @ GRAND BALLROOM 101-105 None

Training-Free Bayesian Filtering with Generative Emulators

In Oral 4E AI for Science: Dynamical Systems and Processes

Thomas Savary ⋅ François Rozet ⋅ Gilles Louppe

[ OpenReview]

Oral

Wed Jul 08 04:45 PM -- 05:00 PM (KST) @ AUDITORIUM None

To Grok Grokking: Provable Grokking in Ridge Regression

In Oral 4F Learning Theory

Mingyue Xu ⋅ Gal Vardi ⋅ Itay Safran

[ OpenReview]

Oral

Wed Jul 08 04:45 PM -- 05:00 PM (KST) @ HALL D2 None

Reward-free Alignment for Conflicting Objectives

In Oral 4C LLM Alignment & Reliability

Peter Chen ⋅ Xiaopeng Li ⋅ Xi Chen ⋅ Tianyi Lin

[ OpenReview]

Oral

Wed Jul 08 04:45 PM -- 05:00 PM (KST) @ HALL C None

Skip a Layer or Loop It? Learning Program-of-Layers in LLMs

In Oral 4A LLM Training & Efficiency

Ziyue Li ⋅ Yang Li ⋅ Tianyi Zhou

[ OpenReview]

Oral

Wed Jul 08 04:45 PM -- 05:00 PM (KST) @ ASEM BALLROOM 201-203 None

Path-dependent Discrete Amortized Inference

In Oral 4G Time Series Modeling & Sampling

Tiago Silva ⋅ Esmeralda S. Whitammer ⋅ Salem Lahlou

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Recovering Policy-Induced Errors: Benchmarking and Trajectory Synthesis for Robust GUI Agents

In Poster Session 5

Tianpeng Bu ⋅ Xin Liu ⋅ Qihua Chen ⋅ Hao Jiang ⋅ Shurui Li ⋅ hongtao duan ⋅ Lu Jiang ⋅ lulu hu ⋅ Bin Yang ⋅ Minying Zhang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

SKETCH: Semantic Key-Point Conditioning for Long-Horizon Vessel Trajectory Prediction

In Poster Session 5

Linyong Gan ⋅ Zimo Li ⋅ Wenxin XU ⋅ Xingjian Li ⋅ Jianhua Huang ⋅ Enmei Tu ⋅ Shuhang Chen

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Interleaved Selective State Space Models for Efficient WiFi-Based 3D Multi-Person Pose Estimation

In Poster Session 5

Quang-Anh N.D. ⋅ Kok-Seng Wong

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Generative Inverse Design with Abstention via Diagonal Flow Matching

In Poster Session 5

Miguel de Campos ⋅ Werner Krebs ⋅ Hanno Gottschalk

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Physics-informed coarsening for multigrid graph neural networks surrogates

In Poster Session 5

Amir Bazzi ⋅ Ramy Nemer ⋅ Alves José ⋅ Elie Hachem

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Olaf-World: Orienting Latent Actions for Video World Modeling

In Poster Session 5

Yuxin Jiang ⋅ Yuchao Gu ⋅ Ivor Tsang ⋅ Mike Zheng Shou

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

SE-GA: Memory-Augmented Self-Evolution for GUI Agents

In Poster Session 5

shilong jin ⋅ Lanjun Wang ⋅ Zhuosheng Zhang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Active Timepoint Selection for Learning Measure-Valued Trajectories

In Poster Session 5

Nicolas Huynh ⋅ Mihaela van der Schaar

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Discrete Survival Knowledge Distillation for Competing Risks Analysis

In Poster Session 5

Feiyang Deng ⋅ Lingfeng Luo ⋅ Di Wang ⋅ Qinmengge Li ⋅ Lingxuan Kong ⋅ Kevin He

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Towards Resource-Efficient LLMs: End-to-End Energy Accounting of Distillation Pipelines

In Poster Session 5

Katherine Lambert ⋅ Sasha Luccioni

[ Slides] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

“Do Diffusion Models Dream of Electric Planes?” Discrete and Continuous Simulation-Based Inference for Aircraft Design

In Poster Session 5

Aurelien Ghiglino ⋅ Daniel Elenius ⋅ Anirban Roy ⋅ Ramneet Kaur ⋅ Manoj Acharya ⋅ Colin Samplawski ⋅ Brian Matejek ⋅ Susmit Jha ⋅ Juan Alonso ⋅ Adam Cobb

[ Slides] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Bioacoustic Geolocation: Species Sounds as Geographic Signals

In Poster Session 5

Mustafa Chasmai ⋅ Wuao Liu ⋅ Subhransu Maji ⋅ Grant Horn

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Disentangling Consensus and Value-Specific Representations for Controllable Pluralistic Value Alignment of LLMs

In Poster Session 5

JianKui Zhou ⋅ Jing Yao ⋅ Xiaoyuan Yi ⋅ Peng Zhang ⋅ Ning Gu ⋅ Zhan Hu ⋅ Xing Xie ⋅ Tun Lu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Unbiased Reward Modeling from Implicit Preference

In Poster Session 5

Eric Wang ⋅ Haocheng Yang ⋅ Licheng Pan ⋅ Lei Shen ⋅ Xiaoxi Li ⋅ Yinuo Wang ⋅ Zhichao Chen ⋅ Yuan Lu ⋅ Haoxuan Li ⋅ Zhouchen Lin

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Beyond Static Endpoints: Tool Programs as an Interface for Flexible Agentic Web Services

In Poster Session 5

Mugeng Liu ⋅ Shuoqi Li ⋅ Yixuan Zhang ⋅ Yun Ma

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

From Prior to Pro: Efficient Skill Mastering via Distribution Contractive RL Finetuning

In Poster Session 5

Zhanyi Sun ⋅ shuran song

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Geometric Flow Grounding: A Unified Manifold Decoupling Framework for Dynamics Discovery and Verification

In Poster Session 5

Chang Yu ⋅ Yuxuan Luo ⋅ Yixuan Du ⋅ Yuqing Zhou ⋅ Siyuan Li ⋅ Jingbo Zhou ⋅ jiawei jiang ⋅ Zhen Lei ⋅ Stan Z Li

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Precision-Induced Miscalibration: Understanding and Correcting Confidence Distortion in Quantized Neural Networks

In Poster Session 5

Jiawei Gu ⋅ Fengyuan Nie ⋅ Hao Tang ⋅ Yanpeng Sun

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

DOCKSMITH: Scaling Reliable Coding Environments via an Agentic Docker Builder

In Poster Session 5

Jiaran Zhang ⋅ Lu Ma ⋅ Yanhao Li ⋅ Fanqi Wan ⋅ DI QI ⋅ Xin Wu ⋅ Zhewei Huang ⋅ Liangyu Chen ⋅ YINGWEI MA ⋅ Qi Han ⋅ Xiangyu Zhang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

LMM4-IC4K: A Large Multimodal Model Powered Integrated Circuit Footprint Geometry Understanding

In Poster Session 5

Yida Wang ⋅ Taiting Lu ⋅ Runze Liu ⋅ Lanqing Yang ⋅ Zhe Chen ⋅ Yuehai Wang ⋅ Yixin Liu ⋅ Kaiyuan Lin ⋅ XiaoMeng Chen ⋅ Dian Ding ⋅ Yijie Li ⋅ Yifan Yang ⋅ Yi-Chao Chen ⋅ yincheng jin ⋅ Mahanth Gowda

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

LLM4Cov: Execution-Grounded Agent Learning for High-Coverage Hardware Verification

In Poster Session 5

Hejia Zhang ⋅ Zhongming Yu ⋅ Chia-Tung Ho ⋅ Mark Ren ⋅ Brucek Khailany ⋅ Jishen Zhao

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Signature-Informed Transformer for Asset Allocation

In Poster Session 5

Yoontae Hwang ⋅ Stefan Zohren

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

MarketSim: Simulating Stock Markets with Large-Scale Generative Agents

In Poster Session 5

Jinghua Piao ⋅ zhentao liu ⋅ Cheng Huang ⋅ Huang Jiarui ⋅ Songwei Li ⋅ Wang Ranran ⋅ Yong Li

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

4DPC$^2$hat: Towards Dynamic Point Cloud Understanding with Failure-Aware Bootstrapping

In Poster Session 5

Xindan Zhang ⋅ Weilong Yan ⋅ YUFEI SHI ⋅ Xuerui Qiu ⋅ Tao He ⋅ Ying Li ⋅ Ming Li ⋅ Hehe Fan

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Flow for Future: Geometric SE(3)-Equivariant Flow Matching for 3D Trajectory Prediction

In Poster Session 5

Junwei Wu ⋅ Yihang Liu ⋅ Ruixuan Yu ⋅ Jian Sun

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Landmark-Guided Policy Optimization for Multi-Objective Language Model Selection

In Poster Session 5

Marcio Monteiro ⋅ Weichen Li ⋅ Puyu Wang ⋅ Marius Kloft ⋅ Sophie Fellenz

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

SemRep: Code Transformation with Semantics-Preserving Representations

In Poster Session 5

Weichen Li ⋅ Jiamin Song ⋅ Bogdan Stoica ⋅ Arav Dhoot ⋅ Gabriel Ryan ⋅ Shengyu Fu ⋅ Kexin Pei

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Reading Between the Tokens: Improving Preference Predictions through Mechanistic Forecasting

In Poster Session 5

Sarah Ball ⋅ Simeon Allmendinger ⋅ Frauke Kreuter ⋅ Niklas Kühl

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Bridging Functional Correctness and Runtime Efficiency Gaps in LLM-Based Code Translation

In Poster Session 5

Longhui Zhang ⋅ Jiahao Wang ⋅ Chenhao Hu ⋅ Bingyu Liang ⋅ Jing Li ⋅ Min zhang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

OmniSapiens: A Foundation Model for Social Behavior Processing via Heterogeneity-Aware Relative Policy Optimization

In Poster Session 5

Keane Ong ⋅ Sabri Boughorbel ⋅ Luwei Xiao ⋅ Chanakya Ekbote ⋅ David Dai ⋅ Ao Qu ⋅ Jingyao Wu ⋅ Rui Mao ⋅ Ehsan Hoque ⋅ Erik Cambria ⋅ Gianmarco Mengaldo ⋅ Paul Pu Liang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

SoftBinary Coding: A New Information-Theoretic Paradigm for Neural Compression via Fast Channel Simulation

In Poster Session 5

Ezgi Ozyilkan ⋅ Sharang Sriramu ⋅ Elza Erkip ⋅ Aaron Wagner ⋅ Jona Ballé

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

CoEvol-NO: State and Coordinate Co-Evolution with an Error-Driven Predictor-Corrector Paradigm for Neural Operator Transformer

In Poster Session 5

Jianqiao Zeng ⋅ Ruocheng Wang ⋅ Yanzhi Liu ⋅ Hao Xiong ⋅ Junchi Yan

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Factorized Scheduling Principle: Learning Interpretable and Transferable Policies via Structured Additive Functions

In Poster Session 5

Hong Je-Gal ⋅ Hyun-Suk Lee

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

InfoPO: Information-Driven Policy Optimization for User-Centric Agents

In Poster Session 5

Fanqi Kong ⋅ Jiayi Zhang ⋅ Mingyi Deng ⋅ Chenglin Wu ⋅ Yuyu Luo ⋅ Bang Liu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Global Merger-Arbitrage Forecasting with Language Models

In Poster Session 5

Hinal Jajal ⋅ Michał Mucha ⋅ Charles Sweat ⋅ Chris Pulman ⋅ Charlie Flanagan ⋅ Peter Anderson

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Drop-in Circulant Structural Priors for Transformer Decoding of Cyclic Codes

In Poster Session 5

Shuai Xiao ⋅ Weijun Fang ⋅ Qiaosheng Zhang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

GeoReward: Mitigating Contextual Variable Overestimation in Vision-Language Models for Cross-Market Preference Prediction

In Poster Session 5

Shuo Liu ⋅ Huixiang.Cai ⋅ Weiru Zhang ⋅ Xiaoyi Zeng

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Agent JIT Compilation for Latency-Optimizing Computer-Use Agent Planning and Scheduling

In Poster Session 5

Caleb Winston ⋅ Ron Yifeng Wang ⋅ Azalia Mirhoseini ⋅ Christoforos Kozyrakis

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Any2Any: Unified Arbitrary Modality Translation for Remote Sensing

In Poster Session 5

Haoyang Chen ⋅ Jing Zhang ⋅ Hebaixu Wang ⋅ Shiqin Wang ⋅ Pohsun Huang ⋅ Jiayuan Li ⋅ Haonan Guo ⋅ Di Wang ⋅ Zheng Wang ⋅ Bo Du

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Meta-learning Structure-Preserving Dynamics

In Poster Session 5

Cheng Jing ⋅ Uvini Mudiyanselage ⋅ Woojin Cho ⋅ Minju Jo ⋅ Anthony Gruber ⋅ Kookjin Lee

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Training-Free Bayesian Filtering with Generative Emulators

In Poster Session 5

Thomas Savary ⋅ François Rozet ⋅ Gilles Louppe

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Spectral-Informed Neural Networks Outperform Spectral methods in High-dimensional PDEs

In Poster Session 5

Tianchi Yu ⋅ Ivan Oseledets

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Reduction of Probabilistic Chemical Reaction Networks

In Poster Session 5

Mauricio Montes ⋅ Grégoire Sergeant-Perthuis

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Open Materials Generation with Inference-Time Reinforcement Learning

In Poster Session 5

Philipp Höllmer ⋅ Stefano Martiniani

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

DAISI: Data Assimilation with Inverse Sampling using Stochastic Interpolants

In Poster Session 5

Martin Andrae ⋅ Erik Larsson ⋅ So Takao ⋅ Tomas Landelius ⋅ Fredrik Lindsten

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Cheap2Rich: A Multi-Fidelity Framework for Data Assimilation and System Identification of Multiscale Physics - Rotating Detonation Engines

In Poster Session 5

Yuxuan Bao ⋅ Jan Zajac ⋅ Megan Powers ⋅ Venkat Raman ⋅ J. Nathan Kutz

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Imposing Boundary Conditions on Neural Operators via Learned Function Extensions

In Poster Session 5

Sepehr Mousavi ⋅ Siddhartha Mishra ⋅ Laura De Lorenzis

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Deep Coupling Learning for Solving PDEs

In Poster Session 5

Lingshi MENG ⋅ Haosen Shi ⋅ Sinno Jialin Pan

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Discovering Ordinary Differential Equations with LLM-Based Qualitative and Quantitative Evaluation

In Poster Session 5

Sum Kyun Song ⋅ Bong Gyun Shin ⋅ JaeYong Lee

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Generative Neural Operators through Diffusion Last Layer

In Poster Session 5

Sungwon Park ⋅ Anthony Zhou ⋅ Hongjoong Kim ⋅ Amir Barati Farimani

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Physics-Informed Distillation of Diffusion Models for PDE-Constrained Generation

In Poster Session 5

Yi Zhang ⋅ Peng Wang ⋅ Difan Zou

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

A Call to Lagrangian Action: Learning Population Mechanics from Temporal Snapshots

In Poster Session 5

Vincent Guan ⋅ Lazar Atanackovic ⋅ Kirill Neklyudov

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

RetrOrchestrator: A Multi-Step Retrosynthesis Agent Dynamically Orchestrating Single-Step Transition Models

In Poster Session 5

Liao Chang ⋅ Luotian Yuan ⋅ Yiping Ke ⋅ Ying Wei

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

AutoMS: Multi-Agent Evolutionary Search for Cross-Physics Inverse Microstructure Design

In Poster Session 5

Zhenyuan Zhao ⋅ Yu Xing ⋅ Tianyang Xue ⋅ Lingxin Cao ⋅ Xin Yan ⋅ Lin Lu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

BLIPs: Bayesian Learned Interatomic Potentials

In Poster Session 5

Dario Coscia ⋅ Pim de Haan ⋅ Max Welling

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Test-time Generalization for Physics through Neural Operator Splitting

In Poster Session 5

Louis Serrano ⋅ Rudy Morel ⋅ Jiequn Han ⋅ Edouard Oyallon ⋅ Shirley Ho

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Stochastic Lifting for Generating Trajectories of Stochastic Physical Systems

In Poster Session 5

Jules Berman ⋅ Tobias Blickhan ⋅ Benjamin Peherstorfer

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

BM^2: Coupled Schrödinger Bridge Matching

In Poster Session 5

Stefano Peluchetti

[ URL] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Excited Pfaffians: Generalized Neural Wave Functions Across Structure and State

In Poster Session 5

Nicholas Gao ⋅ Till Grutschus ⋅ Frank Noe ⋅ Stephan Günnemann

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Heavy-tailed Physics-Informed Neural Networks

In Poster Session 5

Jephte Abijuru ⋅ Mayank Kumar Nagda ⋅ Phil Sidney Ostheimer ⋅ Jan Tauberschmidt ⋅ Sebastian Vollmer ⋅ Stephan Mandt ⋅ Marius Kloft ⋅ Sophie Fellenz

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Affine-Equivariant Kernel Space Encoding for NeRF Editing

In Poster Session 5

Mikołaj Zieliński ⋅ Krzysztof Byrski ⋅ Tomasz Szczepanik ⋅ Dominik Belter ⋅ Przemysław Spurek

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Spatial Priors via Space Filling Curves for Small and Limited Data Vision Transformers

In Poster Session 5

Leyla Candogan ⋅ Arshia Afzal ⋅ Pol Puigdemont ⋅ Volkan Cevher

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

DuRP: Dual-Stage Physics-Embedded Learning for Joint Radiance and Polarization Restoration

In Poster Session 5

Zhenshuo Yang ⋅ Qian He ⋅ Zhiyuan Liu ⋅ Baojie Fan ⋅ Jiandong Tian

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Cello: A Universal Cell-wise Feature Aggregation framework for Reliable Pathology Images Analysis

In Poster Session 5

Hengrui Lou ⋅ Weihan Li ⋅ Jiazhen Yang ⋅ Lingxiang Jia ⋅ Shengxuming Zhang ⋅ Linyun Zhou ⋅ Xiuming Zhang ⋅ Zhenyang Wang ⋅ Mingli Song ⋅ Zunlei Feng

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Counterfactual Occlusion-Aware Learning via Visibility Intervention for LiDAR Anomaly Detection

In Poster Session 5

Longyu Yang ⋅ Jun Liu ⋅ Yap-Peng Tan ⋅ Fumin Shen ⋅ Heng Tao Shen ⋅ Xiaofeng Zhu ⋅ Ping Hu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Hyperspectral Image Fusion with Spectral-Band and Fusion-Scale Agnosticism

In Poster Session 5

Yujie Liang ⋅ ZiHan Cao ⋅ Liang-Jian Deng ⋅ Yang Yang ⋅ Malu Zhang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Beyond Heuristics: Learnable Density Control for 3D Gaussian Splatting

In Poster Session 5

Zhenhua Ning ⋅ Xin Li ⋅ Jun Yu ⋅ Guangming Lu ⋅ Yaowei Wang ⋅ Wenjie Pei

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Revisiting Photometric Ambiguity for Accurate Gaussian-Splatting Surface Reconstruction

In Poster Session 5

Jiahe Li ⋅ Jiawei Zhang ⋅ Xiao Bai ⋅ Jin Zheng ⋅ Xiaohan Yu ⋅ Lin Gu ⋅ Gim Hee Lee

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

GADA: Geometry-Aware Deformable Aggregation for Image-Based Gaussian Splatting

In Poster Session 5

Siwoo Lim ⋅ Sunjae Yoon ⋅ Gwanhyeong Koo ⋅ Chang D. Yoo

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

PointCHR: Point Cloud Analysis via Curvature-Aware Hyperbolic Rectification

In Poster Session 5

Xinxing Yu ⋅ Liying Yang ⋅ Hao Mo ⋅ Hui Ma ⋅ Fang Kai ⋅ Ajian Liu ⋅ Yanyan Liang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

GSFixer: Improving 3D Gaussian Splatting with Reference-Guided Video Diffusion Priors

In Poster Session 5

Xingyilang Yin ⋅ Qi Zhang ⋅ Jiahao Chang ⋅ Ying Feng ⋅ Qingnan Fan ⋅ Xi Yang ⋅ Chi-Man Pun ⋅ Huaqi Zhang ⋅ Xiaodong Cun

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Alleviating Sparse Rewards by Modeling Step-Wise and Long-Term Sampling Effects in Flow-Based GRPO

In Poster Session 5

Yunze Tong ⋅ Mushui Liu ⋅ Canyu Zhao ⋅ Wanggui He ⋅ Shiyi Zhang ⋅ Peng Zhang ⋅ Hongwei Zhang ⋅ Jinlong Liu ⋅ Hao Jiang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Structure-Aware Consistency Priors for Shape from Polarization in Complex Media

In Poster Session 5

Kaimin Yu ⋅ Puyun Wang ⋅ Huayang He ⋅ Xianyu Wu

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

PCGS: Deblurring 3D Gaussian Splatting with Patch Comparison

In Poster Session 5

Yilong Li ⋅ Bo Pang ⋅ Zhongtao Wang ⋅ Mai Su ⋅ Yisong Chen ⋅ Chengwei Pan ⋅ Meng GAI ⋅ Fei Zhu ⋅ Guoping Wang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Metric–-Phase Fields: Decoupling Distance and Sign for Thin-Structure Reconstruction from Unoriented Point Clouds

In Poster Session 5

Jiayi Kong ⋅ Xuhui Chen ⋅ Chen Zong ⋅ Fei Hou ⋅ Junhui Hou ⋅ Wenping Wang ⋅ Ying He

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Required Spine Optional Limbs: Heterogeneous Federated Learning via Backbone-sharing and Activation-guided Selection

In Poster Session 5

Mingsheng Cao ⋅ Hongliang Chen ⋅ Ming Hu ⋅ Fei Gao ⋅ Qiaolong Ding ⋅ Wenke Huang ⋅ Xiaofei Xie ⋅ Junlong Zhou

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

IQA-Spider: Unifying Reasoning, Grounding, and Referring for Multi-Granularity Image Quality Assessment

In Poster Session 5

Xinge Peng ⋅ Yiting Lu ⋅ Xin Li ⋅ Zhibo Chen

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Rethinking Low-Confidence Pseudo Labels: Influence-Aware Semi-Supervised Fine-Tuning for Hyperspectral Change Detection

In Poster Session 5

Keyun Zhao ⋅ Guangchang Li ⋅ Yunpeng Bai ⋅ shao jiang ⋅ Ying Li

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Transform Trained Transformer for Accelerating Native 4K Video Generation

In Poster Session 5

Weijian Cao ⋅ Junwei Zhu ⋅ Teng Hu ⋅ Yabiao Wang ⋅ Donghao Luo ⋅ Weijian Cao ⋅ Zhenye Gan ⋅ Xiaobin Hu ⋅ Zhucun Xue ⋅ Xiangtai Li ⋅ Chengjie Wang ⋅ Yong Liu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

3DGS$^2$-TR: A Scalable Second-Order Trust-Region Method for 3D Gaussian Splatting

In Poster Session 5

Roger Hsiao ⋅ Yuchen Fang ⋅ Xiangru Huang ⋅ Ruilong Li ⋅ Hesam Rabeti ⋅ Zan Gojcic ⋅ Javad Lavaei ⋅ James Demmel ⋅ Sophia Shao

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

CoverPruneGS: Coverage-Preserving Structured Pruning for Hierarchical 3D Gaussian Splatting from Sparse-View Monocular Videos

In Poster Session 5

Yang Xiao ⋅ Guoan Xu ⋅ Guxue Gao ⋅ Qiang Wu ⋅ Wenjing Jia

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

A Hypertoroidal Covering for Perfect Color Equivariance

In Poster Session 5

Yulong Yang ⋅ Zhikun Xu ⋅ Yaojun Li ⋅ Christine Allen-Blanchette

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Unleashing the Representational Power of Fourier Shapes for Attacking Infrared Object Detection

In Poster Session 5

Yixing Yong ⋅ Jian Wang ⋅ Ming Lei ⋅ Lijun He ⋅ Fan Li

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Diffuse to Detect: Bi-Level Sample Rebalancing with Pseudo-Label Diffusion for Point-Supervised Infrared Small-Target Detection

In Poster Session 5

Zhu Liu ⋅ Yuanhang Yao ⋅ Ping Qian ⋅ Zihang Chen ⋅ Risheng Liu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Formally Exploring Visual Anomaly Detection Evaluation Metrics

In Poster Session 5

Nasar Iqbal ⋅ Dennis Wagner ⋅ Philipp Liznerski ⋅ Nabeel Hussain Syed ⋅ Sophie Fellenz ⋅ Niki Martinel ⋅ Marius Kloft

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

SpaCeFormer: Space-Curve Transformer for Open-Vocabulary 3D Instance Segmentation without Proposals

In Poster Session 5

Christopher Choy ⋅ Junha Lee ⋅ Chunghyun Park ⋅ Minsu Cho ⋅ Jan Kautz

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Position: The Systemic Lack of Agency in Visual Reasoning

In Poster Session 5

Yizhao Huang ⋅ Haoyang Chen ⋅ Pohsun Huang ⋅ Jiayuan Li ⋅ Shiqin Wang ⋅ Haoyuan Du ⋅ Yandong Shi ⋅ Zheng Wang ⋅ Zhixiang Wang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

DeFacto: Counterfactual Thinking with Images for Enforcing Evidence-Grounded and Faithful Reasoning

In Poster Session 5

Tianrun Xu ⋅ Haoda Jing ⋅ Ye Li ⋅ Yuquan Wei ⋅ Jun Feng ⋅ Guanyu Chen ⋅ Haichuan Gao ⋅ Tianren Zhang ⋅ Jing Liu ⋅ Feng Chen

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Semantic-Enriched Latent Visual Reasoning

In Poster Session 5

Tianrun Xu ⋅ Yue Sun ⋅ Qixun Wang ⋅ Jingyi Lu ⋅ Yuan Wang ⋅ Tianren Zhang ⋅ Longteng Guo ⋅ Fengyun Rao ⋅ Jing LYU ⋅ Jing Liu ⋅ Feng Chen

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

From Coarse to Fine: Deep Prototype Refinement Network for Few-Shot Point Cloud Semantic Segmentation

In Poster Session 5

Changshuo Wang ⋅ Shuting He ⋅ Xiang Fang ⋅ Weijun Li ⋅ Xingyu Gao ⋅ Zhonghang Liu ⋅ Prayag Tiwari ⋅ Dimitrios Kanoulas

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

BiRQA: Bidirectional Robust Quality Assessment for Images

In Poster Session 5

Aleksandr Gushchin ⋅ Dmitriy Vatolin ⋅ Anastasia Antsiferova

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Is Training Necessary for Anomaly Detection?

In Poster Session 5

Xingwu Zhang ⋅ Guanxuan Li ⋅ Paul Henderson ⋅ Gerardo Aragon-Camarasa ⋅ ZIJUN LONG

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

VFMF: Dense Forecasting by Generating Foundation Model Features

In Poster Session 5

Gabrijel Boduljak ⋅ Yushi Lan ⋅ Christian Rupprecht ⋅ Andrea Vedaldi

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

QuantWear: Quantum-scale Wear Particle Detection for Jet Engine Diagnosis

In Poster Session 5

Zheng Wang ⋅ Yanwen Wang ⋅ Tianyu Fang ⋅ Jiaxing Shen ⋅ Yisen Kang ⋅ Di Wu ⋅ Yuanqing Zheng

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Open-Text Aerial Detection: A Unified Framework For Aerial Visual Grounding And Detection

In Poster Session 5

Guoting Wei ⋅ Xia Yuan ⋅ Yu Liu ⋅ Yangzhou ⋅ Haizhao Jing ⋅ Xianbiao Qi ⋅ Chunxia Zhao ⋅ Haokui Zhang ⋅ Rong Xiao

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Large-capacity and Receiver Authenticable Generative Image Steganography

In Poster Session 5

Jiannian Wang ⋅ Yao Lu ⋅ Guangming Lu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Light Up Your Face: A Physically Consistent Dataset and Diffusion Model for Face Fill-Light Enhancement

In Poster Session 5

Jue Gong ⋅ Zihan Zhou ⋅ Jingkai Wang ⋅ Xiaohong Liu ⋅ Yulun Zhang ⋅ Xiaokang Yang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Refining Context-Entangled Content Segmentation via Curriculum Selection and Anti-Curriculum Promotion

In Poster Session 5

Chunming He ⋅ Rihan Zhang ⋅ Fengyang Xiao ⋅ Dingming Zhang ⋅ Zhiwen Cao ⋅ Sina Farsiu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Elastic Diffusion Transformer

In Poster Session 5

Jiangshan Wang ⋅ Zeqiang Lai ⋅ Jiarui Chen ⋅ Jiayi Guo ⋅ Hang Guo ⋅ Xiu Li ⋅ Xiangyu Yue ⋅ Chunchao Guo

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Towards Effective Waste Segmentation for Automated Waste Recycling in Cluttered Background

In Poster Session 5

Mamoona Javaid ⋅ Mubashir Noman ⋅ Abdul Hannan ⋅ Shah Nawaz ⋅ Mustansar Fiaz ⋅ Sajid Ghuffar

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Supervise Less, See More: Training-free Nuclear Instance Segmentation with Prototype-Guided Prompting

In Poster Session 5

Wen Zhang ⋅ Qin Ren ⋅ Wenjing Liu ⋅ Haibin Ling ⋅ Chenyu You

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Explainable Forensics of Manipulated Segments in Untrimmed Long Videos

In Poster Session 5

Yue Feng ⋅ Wei Ji ⋅ Qijia Lu ⋅ Jingrou Zhang ⋅ Fei Shen ⋅ Jingjing Li ⋅ Xiao Li ⋅ Yizhen Jia ⋅ Qiang Chen ⋅ Limin Wang ⋅ Wentong Li ⋅ Jie Qin

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

EvReflection: Event-Driven Micro-Dynamics for Reflection Removal

In Poster Session 5

Jiaxiao Wang ⋅ Dachun Kai ⋅ Huyue Zhu ⋅ Quanquan Hu ⋅ Zhenyang Xu ⋅ Xiaoyan Sun

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Spectral–Spatial Mixing with Morphology-Aware Adaptive Loss for Medical Image Segmentation.

In Poster Session 5

Sanaullah Chowdhury ⋅ Lameya Sabrin

[ Slides] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Expandable, Compressible, Mineable: Open-World Thermal Infrared Image Restoration

In Poster Session 5

Pu Li ⋅ Huafeng Li ⋅ Yafei Zhang ⋅ Wen Wang ⋅ Neng Dong ⋅ Jie Wen

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Towards Trustworthy and Identifiable Virtual Face Generation

In Poster Session 5

Chunyang Li ⋅ Haoyue Wang ⋅ Zhenxing Qian ⋅ Sheng Li ⋅ Xinpeng Zhang ⋅ Jian liu ⋅ Yixuan Pei ⋅ Weiqiang Wang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Fully Zero-Shot Image Dehazing

In Poster Session 5

Shuocheng Wang ⋅ Ruoxi Zhu ⋅ Jiaming Liu ⋅ Zhengyang Cao ⋅ Kun Wang ⋅ Chengkang Huang ⋅ Lizhuo Liu ⋅ Shichen Peng ⋅ Minge Jing ⋅ Yibo Fan

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Spatially-Regularized Entropy for Discriminative Token Merging in Fine-Grained Re-Identification

In Poster Session 5

Shangze Li ⋅ Yifan Xu ⋅ Jingmiao Liang ⋅ Yongfei Zhang ⋅ Yuzhuo Ma ⋅ Yingbo Qu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Pix2Key: Controllable Open-Vocabulary Retrieval with Semantic Decomposition and Self-Supervised Visual Dictionary Learning

In Poster Session 5

Guoyizhe Wei ⋅ Yang Jiao ⋅ Nan Xi ⋅ Zhishen Huang ⋅ Jingjing Meng ⋅ Rama Chellappa ⋅ Yan Gao

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Navigating the Flatlands: Dual Adaptive Sharpness-Aware Minimization for Domain Generalization

In Poster Session 5

Junwen He ⋅ Yang He ⋅ Lebing Zheng ⋅ Zirui Yin ⋅ Hong-Yu Zhang ⋅ Yulong Wang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

SHERPA: Fine-tuning Segment Anything Models with Task-relevant Guidance

In Poster Session 5

Jingcheng Xie ⋅ Yinda Chen ⋅ Xiaoyu Liu ⋅ Haoyuan Shi ⋅ Zhiwei Xiong

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Order within Chaos: Capturing Intrinsic Energy Anomalies for AI-Manipulated Image Forgery Localization

In Poster Session 5

Yiming Wang ⋅ Baiqi Wu ⋅ Qingming Li ⋅ Jiahao Chen ⋅ Leqi Zheng ⋅ Shouling Ji

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Unifying Deep Stochastic Processes for Image Enhancement

In Poster Session 5

Wojciech Kozłowski ⋅ Radosław Kuczbański ⋅ Kamil Adamczewski ⋅ Karol Szczypkowski ⋅ Maciej Zieba

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Deep Residual Injection for Full-Spectrum Forensic Signal Perception in Multimodal Large Language Models

In Poster Session 5

Kaiqing Lin ⋅ Zhiyuan Yan ⋅ Ruoxin Chen ⋅ Ke-Yue Zhang ⋅ Yue Zhou ⋅ Caiyong Piao ⋅ Bin Li ⋅ Taiping Yao ⋅ Bo Wang ⋅ Youchang xiao ⋅ Shouhong Ding

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Uni-DocRobust: Universal Plug-and-Play Robustness Enhancement for Multi-modal LLMs via Feature Restoration

In Poster Session 5

Yuxuan Zhou ⋅ Baole Wei ⋅ Xingjian Hu ⋅ Haowei Chen ⋅ Yu Li ⋅ Xingyue Lin ⋅ Liangcai Gao ⋅ Zhi Tang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Butterworth as Attention: Anisotropic Spectral Gating for Pansharpening

In Poster Session 5

Zhenggang Wang ⋅ Wang Wu ⋅ Lianghuazhe ⋅ Tai-Xiang Jiang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Towards Realistic Lifelong Re-identification: Identity Recurrence with Changing Clothes

In Poster Session 5

Wuxuan Shi ⋅ Zhijie Lu ⋅ He Li ⋅ Mang Ye

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Doppler Prompting for Stable mmWave-based Human Pose Estimation

In Poster Session 5

Shuntian Zheng ⋅ Jiaqi Li ⋅ Xiaoman Lu ⋅ Shuai He ⋅ Yu Guan

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

FlatLab: A Unified Methodology Framework and Simulation-Based Benchmark for Robotic Manipulation of Flat Objects

In Poster Session 5

Xingyu Zhu ⋅ Wenshuo Han ⋅ Zhouyu Wang ⋅ Yuran Wang ⋅ Ruihai Wu ⋅ Hao Dong ⋅ Fan Tang ⋅ Hechang Chen ⋅ Hyung Jin Chang ⋅ Yixing Gao

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Any3D-VLA: Enhancing VLA Robustness via Diverse Point Clouds

In Poster Session 5

Xianzhe Fan ⋅ Shengliang Deng ⋅ Xiaoyang Wu ⋅ Yuxiang Lu ⋅ Zhuoling Li ⋅ Mi Yan ⋅ Yujia Zhang ⋅ Zhizheng Zhang ⋅ He Wang ⋅ Hengshuang Zhao

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

RoboOmni: Actions Are Just Another Modality for Your Vision-Language Models

In Poster Session 5

Dong Wang ⋅ Zilong Chen ⋅ Jirong Liu ⋅ Ziqing Qiao ⋅ Xin Xiao ⋅ Bingyi Kang ⋅ Hongtao Wu ⋅ Xiao Ma ⋅ Tao Kong ⋅ Huaping Liu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

MapDream: Task-Driven Map Learning for Vision-Language Navigation

In Poster Session 5

Guoxin Lian ⋅ Shuo Wang ⋅ Yucheng Wang ⋅ Yongcai Wang ⋅ Maiyue Chen ⋅ kaihui.wang ⋅ Bo Zhang ⋅ Zhizhong Su ⋅ Deying Li ⋅ Zhaoxin Fan

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

RoboFlow4D: A Lightweight Flow World Model Toward Real-Time Flow-Guided Robotic Manipulation

In Poster Session 5

Sixu Lin ⋅ Huaiyuan Xu ⋅ Junliang Chen ⋅ Zhuohao Li ⋅ Guangming Wang ⋅ Yixiong Jing ⋅ Sheng Xu ⋅ Runyi Zhao ⋅ Brian Sheil ⋅ Lap-Pui Chau ⋅ Guiliang Liu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

XR-1: Towards Versatile Vision-Language-Action Models via Learning Unified Vision-Motion Representations

In Poster Session 5

Shichao Fan ⋅ Kun Wu ⋅ Zhengping Che ⋅ Xinhua Wang ⋅ Di Wu ⋅ Fei Liao ⋅ Ning Liu ⋅ Yixue Zhang ⋅ Zhen Zhao ⋅ Zhiyuan Xu ⋅ Meng Li ⋅ Qingjie Liu ⋅ Shanghang Zhang ⋅ Min Wan ⋅ Jian Tang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

DecoVer: A Decompose-and-Verify Neuro-Symbolic Framework for Embodied Task Planning with BC+

In Poster Session 5

YiXiang Jiang ⋅ Binqian Xu ⋅ Xiangbo Shu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Generalizable and Actionable Parts Pose Estimation with Symmetry Annotation-Free Learning Strategy

In Poster Session 5

wenxiao chen ⋅ Xueyu Yuan ⋅ Liu Liu ⋅ Di Wu ⋅ Dan Guo

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

SpikeVLA: Vision-Language-Action Models with Spiking Neural Networks

In Poster Session 5

Ruiqi Song ⋅ Dujun Nie ⋅ Siyu Teng ⋅ Baiyong Ding ⋅ Xiaotong Zhang ⋅ Dong Li ⋅ Chenming Zhang ⋅ Yuchen Li ⋅ Hangbin Wu ⋅ Long Chen

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

DreamDojo: A Real-Time Robot World Model from Large-Scale Human Videos

In Poster Session 5

Shenyuan Gao ⋅ William Liang ⋅ Kaiyuan Zheng ⋅ Ayaan Malik ⋅ Seonghyeon Ye ⋅ Sihyun Yu ⋅ Wei-Cheng Tseng ⋅ Yuzhu Dong ⋅ Kaichun Mo ⋅ Chen-Hsuan Lin ⋅ Jiannan Xiang ⋅ Yuqi Xie ⋅ Ruijie Zheng ⋅ Dantong Niu ⋅ Pooya Jannaty ⋅ Jinwei Gu ⋅ Jun Zhang ⋅ Jitendra Malik ⋅ Pieter Abbeel ⋅ Ming-Yu Liu ⋅ Yuke Zhu ⋅ Joel Jang ⋅ Jim Fan

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

SCALE: Self-uncertainty Conditioned Adaptive Looking and Execution for Vision-Language-Action Models

In Poster Session 5

Hyeonbeom Choi ⋅ Daechul Ahn ⋅ Youhan Lee ⋅ Taewook Kang ⋅ Seongwon Cho ⋅ Jonghyun Choi

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Embodied-DETR: End-to-End Temporal 3D Object Detection in Egocentric Views

In Poster Session 5

Ziheng Ding ⋅ Xiaze Zhang ⋅ Yuejie Zhang ⋅ lifeng chen ⋅ Rui Feng

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Neural Implicit Action Fields: From Discrete Waypoints to Continuous Functions for Vision-Language-Action Models

In Poster Session 5

Haoyun Liu ⋅ Jianzhuang Zhao ⋅ Xinyuan Chang ⋅ Tianle Shi ⋅ Chuanzhang Meng ⋅ Jiayuan Tan ⋅ Feng Xiong ⋅ Tong Lin ⋅ Dongjie Huo ⋅ Mu Xu ⋅ SongLin Dong ⋅ Zhiheng Ma ⋅ Yihong Gong ⋅ Sheng Zhong

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Tabero: Learning Gentle Manipulation with Closed-Loop Force Feedback from Vision, Touch, and Language

In Poster Session 5

Qiwei Wu ⋅ Rui Zhang ⋅ Xin Xiang ⋅ Tao Li ⋅ Weihua Zhang ⋅ Junjie Lai ⋅ Renjing Xu

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

WestWorld: A Knowledge-Encoded Scalable Trajectory World Model for Diverse Robotic Systems

In Poster Session 5

Yuchen Wang ⋅ Jiangtao Kong ⋅ Sizhe Wei ⋅ Xiaochang Li ⋅ Haohong Lin ⋅ Hongjue Zhao ⋅ Tianyi Zhou ⋅ Lu Gan ⋅ Huajie Shao

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Joint Navigation and Manipulation Planning with 3D Interaction Chains

In Poster Session 5

Keming Zhang ⋅ Sixian Zhang ⋅ Xinhang Song ⋅ Hongyu Wang ⋅ Yiyao Wang ⋅ Yingjie Wang ⋅ Shuqiang Jiang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

DiLA: Disentangled Latent Action World Models

In Poster Session 5

Tianqiu Zhang ⋅ Muyang Lyu ⋅ Yufan Zhang ⋅ Fang Fang ⋅ Si Wu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Structured 4D Latent World Model for Robot Planning

In Poster Session 5

Zhiyi Li ⋅ Peilin Wu ⋅ Xiaoshen Han ⋅ Ruojin Cai ⋅ Yilun Du

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

RoboTwin 2.0: A Scalable Data Generator and Benchmark with Strong Domain Randomization for Robust Bimanual Robotic Manipulation

In Poster Session 5

Tianxing Chen ⋅ Zanxin Chen ⋅ Baijun Chen ⋅ Zijian Cai ⋅ Yibin Liu ⋅ Zixuan Li ⋅ Qiwei Liang ⋅ Xianliang Lin ⋅ Yiheng Ge ⋅ Zhenyu Gu ⋅ Weiliang Deng ⋅ Yubin Guo ⋅ Tian Nian ⋅ Xuanbing Xie ⋅ Qiangyu Chen ⋅ KailunSu ⋅ Tianling Xu ⋅ Guodong Liu ⋅ Mengkang Hu ⋅ Huan-ang Gao ⋅ Kaixuan Wang ⋅ Zhixuan Liang ⋅ Yusen Qin ⋅ Xiaokang Yang ⋅ Ping Luo ⋅ Yao Mu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

TapSampling: Inference-Time Sampling with a Task-Progress-Understanding Verifier for Robotic Manipulation

In Poster Session 5

Sizhe Zhao ⋅ Shengping Zhang ⋅ Shuo Yang ⋅ Weiyu Zhao ⋅ Shuigen Wang ⋅ Xiangyang Ji

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

R$^3$L: Reasoning 3D Layouts from Relative Spatial Relations

In Poster Session 5

Zhifeng Gu ⋅ Yuqi Wang ⋅ Bing WANG

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Reflex: Real-Time Vision-Language-Action Control through Streaming Inference

In Poster Session 5

Yuanchun Guo ⋅ Bingyan Liu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

SafeLab: An Interactive High-Fidelity Benchmark for Embodied Safety in Scientific Robotics

In Poster Session 5

Fengshuo Bai ⋅ Yufeng Li ⋅ Ruihai Wu ⋅ Peishuo Wang ⋅ Yuhan Wang ⋅ Bernie Zhu ⋅ Yuanfei Wang ⋅ Tawei Chou ⋅ Gao ⋅ Runchuan Zhu ⋅ Ying Wen ⋅ Yaodong Yang ⋅ Yuanpei Chen

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Dual-Stream Diffusion for World-Model Augmented Vision-Language-Action Model

In Poster Session 5

John Won ⋅ Kyungmin Lee ⋅ Huiwon Jang ⋅ Dongyoung Kim ⋅ Jinwoo Shin

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

PhyScene3D: Physically Consistent 3D Interactive Tabletop Scene Generation

In Poster Session 5

Weixing Chen ⋅ Zhuoqian Feng ⋅ Yexin Zhang ⋅ Yifan Wen ⋅ Yang Liu ⋅ Yinghong Liao ⋅ Weichao Qiu ⋅ Guanbin Li ⋅ Liang Lin

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Vision-Language-Action Pretraining from Large-Scale Human Videos

In Poster Session 5

Hao Luo ⋅ Yicheng Feng ⋅ Wanpeng Zhang ⋅ Sipeng Zheng ⋅ Ye Wang ⋅ Haoqi Yuan ⋅ jiazheng liu ⋅ Chaoyi Xu ⋅ Haiweng Xu ⋅ Qin Jin ⋅ Zongqing Lu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

ProAct: A Benchmark and Multimodal Framework for Structure-Aware Proactive Response

In Poster Session 5

Xiaomeng ZHU ⋅ Fengming ZHU ⋅ Weijie Zhou ⋅ Ye Tian ⋅ Zhenlin Hu ⋅ Yufei Huang ⋅ Yuchun Guo ⋅ Xinyu Wu ⋅ Zhengyou Zhang ⋅ Fangzhen Lin ⋅ Xuantang Xiong

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies

In Poster Session 5

Zhixuan Liang ⋅ Yizhuo Li ⋅ Tianshuo Yang ⋅ CHENGYUE WU ⋅ Sitong Mao ⋅ Liuao Pei ⋅ Tian Nian ⋅ Shunbo Zhou ⋅ Xiaokang Yang ⋅ Jiangmiao Pang ⋅ Yao Mu ⋅ Ping Luo

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Spatial Memory for Out-of-Vision Manipulation in Vision-Language-Action

In Poster Session 5

Pengteng Li ⋅ Weiyu Guo ⋅ He ZHANG ⋅ Tiefu Cai ⋅ Xiao He ⋅ Yandong Guo ⋅ Hui Xiong

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

From Pixels to Tokens: A Systematic Study of Latent Action Supervision for Vision-Language-Action Models

In Poster Session 5

Yihan Lin ⋅ Haoyang Li ⋅ Yang Li ⋅ Haitao Shen ⋅ Yihan Zhao ⋅ Chao Shao ⋅ Jing Zhang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Dismantling the Illusion of Vision-Language-Action Models Competence via Explicit Distributional Shifts

In Poster Session 5

Xueyang Zhou ⋅ Yangming Xu ⋅ Guiyao Tie ⋅ Yongchao Chen ⋅ Chaoran Hu ⋅ Bo Tao ⋅ xingwei zhao ⋅ Xiang Xiang ⋅ Pan Zhou ⋅ Lichao Sun

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

A Generalist Pair-wise Progress Critic Model for Vision-Language-Action Robots

In Poster Session 5

Qi Zhang ⋅ shaopeng zhai ⋅ Shengzhe Zhang ⋅ Litao Liu ⋅ TianyiZhang ⋅ huang ⋅ Ming Zhou

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

World Guidance: World Modeling in Condition Space for Action Generation

In Poster Session 5

Yue Su ⋅ Sijin Chen ⋅ Haixin Shi ⋅ Mingyu Liu ⋅ Zhengshen Zhang ⋅ Ningyuan Huang ⋅ Weiheng Zhong ⋅ Zhengbang Zhu ⋅ Yuxiao Liu ⋅ Xihui Liu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Debate2Create: Robot Co-design via Multi-Agent LLM Debate

In Poster Session 5

Kevin Qiu ⋅ Marek Cygan

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Zero-Shot 3D Question Answering via Hierarchical View-to-Token Transportation

In Poster Session 5

Dongsheng Wang ⋅ Dawei Su ⋅ Hui Huang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

DeepSight: Long-Horizon World Modeling via Latent States Prediction for End-to-End Autonomous Driving

In Poster Session 5

Lingjun Zhang ⋅ Changjie Wu ⋅ Linzhe Shi ⋅ Jiangyang Li ⋅ Jiaxin Liu ⋅ Lei Yang ⋅ Hang Zhang ⋅ Mu Xu ⋅ Hong Wang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

From Noise to Control: Parameterized Diffusion Policies

In Poster Session 5

Renhao Zhang ⋅ Haotian Fu ⋅ Mingxi Jia ⋅ George Konidaris ⋅ Yilun Du ⋅ Bruno C. da Silva

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

VLA-ATTC: Adaptive Test-Time Compute for VLA Models with Relative Action Critic Model

In Poster Session 5

Wenhao Li ⋅ Xiu Su ⋅ Yichao Cao ⋅ Hongyan Xu ⋅ Xiaobo Xia ⋅ Shan You ⋅ Yi Chen ⋅ Chang Xu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

General Covariant Action Modeling: Constructing Generalized Manifolds via Spatio-Temporal Decoupling

In Poster Session 5

Huaihai Lyu ⋅ Chaofan Chen ⋅ Mingyu Cao ⋅ Yuheng Ji ⋅ Changsheng Xu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

HDFlow: Hierarchical Diffusion-Flow Planning for Long-horizon Tasks

In Poster Session 5

Gireesh Nandiraju ⋅ Yuanliang(Avery) Ju ⋅ Chaoyi Xu ⋅ Weiheng Liu ⋅ Yuxuan Wan ⋅ He Wang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Speedup Patch: Learning a Plug-and-Play Policy to Accelerate Embodied Manipulation

In Poster Session 5

Zhichao Wu ⋅ Junyin Ye ⋅ Zhilong Zhang ⋅ Yihao Sun ⋅ Haoxin Lin ⋅ Jiaheng Luo ⋅ Haoxiang Ren ⋅ lei yuan ⋅ Yang Yu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Plug-and-Play Label Map Diffusion for Universal Goal-Oriented Navigation

In Poster Session 5

Zhixuan Shen ⋅ Yijie Zeng ⋅ Shengxiang Luo ⋅ Tianrui Li ⋅ Haonan Luo

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Efficient Skill Grounding via Code Refactoring with Small Language Models

In Poster Session 5

Sera Choi ⋅ Wonje Choi ⋅ Saehun Chun ⋅ Daehee Lee ⋅ Chaeun Lee ⋅ Jooyoung Kim ⋅ Honguk Woo

[ Slides] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Hydra-Nav: Object Navigation via Adaptive Dual-Process Reasoning

In Poster Session 5

Zixuan Wang ⋅ Huang Fang ⋅ Shaoan Wang ⋅ Yuanfei Luo ⋅ Heng Dong ⋅ Wei Li ⋅ Yiming Gan

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

EcoVLA: Environment-Aware Adaptive Pruning with Interleaved Inference Orchestration for Vision-Language-Action Models

In Poster Session 5

Yuting Huang ⋅ Leilei Ding ⋅ Zhipeng Tang ⋅ Zenghuan Zhu ⋅ Jiajun Deng ⋅ Xinrui Lin ⋅ Shuo Liu ⋅ Haojie Ren ⋅ Jianmin Ji ⋅ Yanyong Zhang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

UAV$^2$: A Unified and Adaptive Scheduling Framework for UAV Autopilot System with Reinforcement Learning

In Poster Session 5

Zeying Li ⋅ shuai zhao ⋅ Chaowen Wu ⋅ Boyang Li ⋅ Kai Huang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

AdaNav: Adaptive Reasoning with Uncertainty for Vision-Language Navigation

In Poster Session 5

Xin Ding ⋅ Jianyu Wei ⋅ Yifan Yang ⋅ Shiqi Jiang ⋅ QIANXI ZHANG ⋅ Hao Wu ⋅ Fucheng Jia ⋅ Liang Mi ⋅ Yuxuan Yan ⋅ weijun wang ⋅ Yunxin Liu ⋅ Zhibo Chen ⋅ Ting Cao

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

When Replanning Becomes the Bottleneck: Budgeted Replanning for Embodied Agents

In Poster Session 5

Shuaijun Liu ⋅ Feiyang You ⋅ Xingwei Chen ⋅ Ningxin Su

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Towards Practical World Model-based Reinforcement Learning for Vision-Language-Action Models

In Poster Session 5

Zhilong Zhang ⋅ Haoxiang Ren ⋅ Yihao Sun ⋅ Yifei Sheng ⋅ Haonan Wang ⋅ Zhichao Wu ⋅ Haoxin Lin ⋅ Pierre-Luc Bacon ⋅ Yang Yu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Focus-Then-Contact: Speeding Up Robotic Contact-Rich Task Learning with Affordance-Guided Real-World Residual Reinforcement Learning

In Poster Session 5

Guanren Qiao ⋅ Ruixiang Ouyang ⋅ Sheng Xu ⋅ Ruixing Jin ⋅ Yueci Deng ⋅ Yunxin Tai ⋅ Kui Jia ⋅ Guiliang Liu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Predicting What Matters: Robust Generalist Robot Policy Learning via Future Semantic Mask

In Poster Session 5

Yunfan Lou ⋅ Xiaowei Chi ⋅ Xiaojie Zhang ⋅ Zezhong Qian ⋅ Chengxuan Li ⋅ Rongyu Zhang ⋅ yaoxu lyu ⋅ Guoyu Song ⋅ Chuyao Fu ⋅ Haoxuan Xu ⋅ Pengwei Wang ⋅ Shanghang Zhang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

VLANeXt: Recipes for Building Strong VLA Models

In Poster Session 5

Xiao-Ming Wu ⋅ Bin Fan ⋅ Kang Liao ⋅ Jian-Jian Jiang ⋅ Runze Yang ⋅ Yihang Luo ⋅ Zhonghua Wu ⋅ Wei-Shi Zheng ⋅ Chen Change Loy

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Plan in Sandbox, Navigate in Open Worlds: Learning Physics-Grounded Abstracted Experience for Embodied Navigation

In Poster Session 5

Zhixuan Shen ⋅ Jiawei Du ⋅ Ziyu Guo ⋅ Han Luo ⋅ Lilan Peng ⋅ Joey Tianyi Zhou ⋅ Haonan Luo ⋅ Tianrui Li

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

DynVLA: Learning World Dynamics for Action Reasoning in Autonomous Driving

In Poster Session 5

Shuyao Shang ⋅ Bing Zhan ⋅ Yunfei Yan ⋅ Yuqi Wang ⋅ Yingyan Li ⋅ Yasong An ⋅ Xiaoman Wang ⋅ Jierui Liu ⋅ Lu Hou ⋅ Lue Fan ⋅ Zhaoxiang Zhang ⋅ Tieniu Tan

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

SPUR: Scale-Partitioned Uncertainty Rectification for Robust UAV-on-UAV Interception

In Poster Session 5

Chenqi Yan ⋅ Zhaoyu Zeng ⋅ Yifeng Yang ⋅ Jundong Zhou ⋅ Zhuoyuan Ni ⋅ Junqi Wu ⋅ Qinying Gu ⋅ Xinbing Wang ⋅ Nanyang Ye

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

DyGRO-VLA: Cross-Task Scaling of Vision–Language–Action Models via Dynamic Grouped Residual Optimization

In Poster Session 5

Sixu Lin ⋅ Yunpeng Qing ⋅ Litao Liu ⋅ Ming Zhou ⋅ Ruixing Jin ⋅ Xiaoyi Fan ⋅ Guiliang Liu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

SpecPrune-VLA: Accelerating Vision-Language-Action Models via Action-Aware Self-Speculative Pruning

In Poster Session 5

Hanzhen Wang ⋅ Jiaming Xu ⋅ Yushun Xiang ⋅ Jiayi Pan ⋅ Yongkang Zhou ⋅ Yong-Lu Li ⋅ Guohao Dai

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Distinguishing Imitation Error from Intrinsic Motion Learning Difficulty

In Poster Session 5

Zhaorui Meng ⋅ Lu Yin ⋅ Xinrui Chen ⋅ Chengxu Zuo ⋅ Anjun Chen ⋅ Guo Shihui ⋅ Yipeng Qin

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

From Abstraction to Instantiation: Learning Behavioral Representation for Vision-Language-Action Model

In Poster Session 5

Bing Hu ⋅ Zaijing Li ⋅ Rui Shao ⋅ Junda Chen ⋅ April Hua Liu ⋅ Wei-Shi Zheng ⋅ Liqiang Nie

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Pretrained Vision-Language-Action Models are Surprisingly Resistant to Forgetting in Continual Learning

In Poster Session 5

Huihan Liu ⋅ Changyeon Kim ⋅ Bo Liu ⋅ Minghuan Liu ⋅ Yuke Zhu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

EvoCF: Multi-Agent Collaboration via Agentic Memory-Driven Evolutionary Counterfactual Planning

In Poster Session 5

Haotian Chi ⋅ Zeyu Feng ⋅ Xingrui Yu ⋅ Linbo Luo ⋅ Yew Soon ONG ⋅ Ivor Tsang ⋅ Hechang Chen ⋅ Yi Chang ⋅ Haiyan Yin

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

EvoMAS: Heuristics in the Loop—Evolving Smarter Agentic Workflows

In Poster Session 5

Yangbo Wei ⋅ Zhen Huang ⋅ Ronghao Xu ⋅ Hong Wang ⋅ WEI XING

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

PSG-Nav: Probabilistic Scene Graph Navigation via Multiverse Decision Making

In Poster Session 5

Rufeng Chen ⋅ Yue Chang ⋅ Xiaqiang Tang ⋅ Hechang Chen ⋅ Sihong Xie

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Sample from What You See: Visuomotor Policy Learning via Diffusion Bridge with Observation-Embedded Stochastic Differential Equation

In Poster Session 5

Zhaoyang Liu ⋅ Mokai Pan ⋅ Zhongyi Wang ⋅ Kaizhen Zhu ⋅ Haotao Lu ⋅ Haipeng Zhang ⋅ Jingya Wang ⋅ Ye Shi

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Fisher-Preserving Guidance: Training-Free Manifold Constraints for Safe Diffusion Control

In Poster Session 5

Hao Ren ⋅ Zetong Bi ⋅ Yiming Zeng ⋅ Le Zheng ⋅ Zhi Li ⋅ Zhaoliang Wan ⋅ Lu Qi ⋅ Hui Cheng

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

AIR-VLA: Vision-Language-Action Systems for Aerial Manipulation

In Poster Session 5

Jianli Sun ⋅ Bin Tian ⋅ Qiyao Zhang ⋅ Chengxiang Li ⋅ Zihan Song ⋅ Zhiyong Cui ⋅ Yisheng Lv ⋅ Yonglin Tian

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

GAE: Unleashing Physical Potential of VLM with Generalizable Action Expert

In Poster Session 5

Mingyu Liu ⋅ Zheng Huang ⋅ Xiaoyi Lin ⋅ Muzhi Zhu ⋅ Canyu Zhao ⋅ Yating Wang ⋅ Haoyi Zhu ⋅ Hao Chen ⋅ Chunhua Shen

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Embodiment-Conditioned Mixture of Experts Increases the Evolvability of Robots

In Poster Session 5

Yibin Wang ⋅ Muhan Li ⋅ Zihan Guo ⋅ Sam Kriegman

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

A Mechanistic Understanding of Sim-and-Real Co-Training in Generative Policies

In Poster Session 5

Yu Lei ⋅ Minghuan Liu ⋅ Abhiram Maddukuri ⋅ Zhenyu Jiang ⋅ Yuke Zhu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

HALO: A Unified Vision-Language-Action Model for Embodied Multimodal Chain-of-Thought Reasoning

In Poster Session 5

Quanxin Shou ⋅ Fangqi Zhu ⋅ Shuang Chen ⋅ Puxin Yan ⋅ Zhengyang Yan ⋅ Yikun Miao ⋅ Xiaoyi Pang ⋅ Zicong Hong ⋅ Ruikai Shi ⋅ Hao HUANG ⋅ Jie ZHANG ⋅ Song Guo

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Time Series Reasoning via Process-Verifiable Thinking Data Synthesis and Scheduling for Tailored LLM Reasoning

In Poster Session 5

Jiahui Zhou ⋅ Dan Li ⋅ Boxin Li ⋅ Xiao Zhang ⋅ Erli Meng ⋅ Lin Li ⋅ Zhuomin Chen ⋅ Jian Lou ⋅ See-Kiong Ng

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Time series saliency maps: Explaining models across multiple domains

In Poster Session 5

Christodoulos Kechris ⋅ Jonathan Dan ⋅ David Atienza

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

TimeSAE: Sparse Decoding for Faithful Explanations of Black-Box Time Series Models

In Poster Session 5

Khalid Oublal ⋅ Quentin Bouniot ⋅ Qi Gan ⋅ Stephan Clemencon ⋅ Zeynep Akata

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

What if Tomorrow is the World Cup Final? Counterfactual Time Series Forecasting with Textual Conditions

In Poster Session 5

Shuqi Gu ⋅ Yongxiang Zhao ⋅ Baoyu Jing ⋅ Kan Ren

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

What If We Let Forecasting Forget? A Sparse Bottleneck for Cross-Variable Dependencies

In Poster Session 5

Fan Zhang ⋅ Shiming Fan ⋅ Hua Wang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

BioFormer: Rethinking Cross-Subject Generalization via Spectral Structural Alignment in Biomedical Time-Series

In Poster Session 5

Guikang Du ⋅ Haoran Li ⋅ Xinyu Liu ⋅ Zhibo Zhang ⋅ Xiaoli Gong ⋅ Jin Zhang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Words Towards Explainability: Caption Label-Free Learning via Dual Loop Agentic Time Series Captioning

In Poster Session 5

Difei Hou ⋅ Jiaqi Yue ⋅ Chunhui Zhao

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

TF-FACE: Time-Frequency Fusion Learning via Frequency-Domain Adaptive and Controllable Enhancement for Trajectory Prediction

In Poster Session 5

Dongjian Song ⋅ Yunhao Meng ⋅ Songjun Huang ⋅ Jiayi Han

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Channel Adapter for Time Series Foundation Models in Zero-Shot Multivariate Forecasting

In Poster Session 5

Dongyuan Li ⋅ Renhe Jiang ⋅ Shun Zheng ⋅ Zheng Dong ⋅ Haotian Gao ⋅ Ying Zhang ⋅ Jiang Bian

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Bootstrapped Exploration with Causal Reasoning: A Training Paradigm for Adaptive Forecasting Agent

In Poster Session 5

Qingwen Zeng ⋅ Dajun Guo ⋅ Zhaoge Bi ⋅ lining chen ⋅ Jushang Qiu ⋅ Yitian Yang ⋅ Carl Yang ⋅ Huaming Chen ⋅ Ling Chen

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Ranking Time Series using a Time Warping Ideal Point Model

In Poster Session 5

Lucas Zoroddu ⋅ Pierre Humbert ⋅ Laurent Oudre

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

DRL-STAF: A DRL Framework for State-aware Forecasting of Complex Multivariate Hidden Markov Process

In Poster Session 5

Manrui Jiang ⋅ Jingru Huang ⋅ Yong Chen ⋅ Chen Zhang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

PULSE: Generative Phase Evolution for Non-Stationary Time Series Forecasting

In Poster Session 5

Yangyou Liu ⋅ Zezhi Shao ⋅ Xinyu Chen ⋅ Hu Chen ⋅ Fei Wang ⋅ Yuankai Wu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

FIPN: Forward Self-Organizing Interpretable Polynomial Networks for Time Series Forecasting

In Poster Session 5

YiZhen Wang ⋅ Zheng Wang ⋅ EUN-HU KIM ⋅ Zunwei Fu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Overcoming the Modality Gap in Context-Aided Forecasting

In Poster Session 5

Vincent Zheng ⋅ Étienne Marcotte ⋅ Arjun Ashok ⋅ Andrew Williams ⋅ Lijun Sun ⋅ Alexandre Drouin ⋅ Valentina Zantedeschi

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

KUMA: A Novel Framework with Koopman Separation and Efficient Multilevel Extraction in Time Series Forecasting

In Poster Session 5

Sijie Xiong ⋅ Cheng Tang ⋅ Atsushi Shimada

[ Slides] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Dynamic Relational Priming Improves Transformer in Multivariate Time Series

In Poster Session 5

Hunjae Lee ⋅ Corey Clark

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Learning Cardiac Latent Representations in Vectorcardiogram Space

In Poster Session 5

Bosong Huang ⋅ Panzhen Zhao ⋅ Zengxiang Li ⋅ Patricia Lee ⋅ Wei Jin ⋅ Alan Liew ⋅ Ming Jin ⋅ Shirui Pan

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

CombinationTS: A Modular Framework for Understanding Time-Series Forecasting Models

In Poster Session 5

Xiaorui Wang ⋅ Fanda Fan ⋅ Chenxi Wang ⋅ Yuxuan Yang ⋅ Rui Tang ⋅ Kuoyu Gao ⋅ simiao pang ⋅ Yuanfeng Shang ⋅ Liu ⋅ Wanling Gao ⋅ Lei Wang ⋅ Jianfeng Zhan

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Parameter Decorrelation via Transition-Variance Alignment for Multivariate Time-series Forecasting

In Poster Session 5

Ji-Eun Choi ⋅ Jae-Hong Lee ⋅ Joon Hyuk Chang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Information Geometry Loss for Time Series Forecasting

In Poster Session 5

Jiayu Fang ⋅ Xuande Liu ⋅ Sangsha Fang ⋅ Zhen Tian ⋅ Hongwei Ma ⋅ Zhiqi Shao ⋅ Junbin Gao

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

DualTimesField: Rethinking Time Series as Continuous-Time Trends and Events

In Poster Session 5

Wencheng Zhang ⋅ Long Li ⋅ Huayi Qin ⋅ Zongjuan Wu ⋅ Jing Li ⋅ Wanghu Chen

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

From geometry to dynamics: Learning overdamped Langevin dynamics from sparse observations with geometric constraints

In Poster Session 5

Dimitra Maoutsa

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

TFRBench: A Reasoning Benchmark for Evaluating Forecasting Systems

In Poster Session 5

Md Atik Ahamed ⋅ Mihir Parmar ⋅ Palash Goyal ⋅ Yiwen Song ⋅ Long T. Le ⋅ Qiang (Shaun) Cheng ⋅ Chun-Liang Li ⋅ Hamid Palangi ⋅ Jinsung Yoon ⋅ Tomas Pfister

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

From Text to Forecasts: Bridging Modality Gap with Temporal Evolution Semantic Space

In Poster Session 5

Lehui Li ⋅ Yuyao Wang ⋅ Jisheng Yan ⋅ Wei Zhang ⋅ Jinliang Deng ⋅ Haoliang Sun ⋅ Zhongyi Han ⋅ Yongshun Gong

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

ReNF: Rethinking the Principles of Neural Long-Term Time Series Forecasters

In Poster Session 5

Yihang Lu ⋅ Xianwei Meng ⋅ Enhong Chen

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

AnomSeer: Reinforcing Multimodal LLMs to Reason for Time-Series Anomaly Detection

In Poster Session 5

Junru Zhang ⋅ Lang Feng ⋅ Haoran Shi ⋅ Xu Guo ⋅ Han Yu ⋅ Yabo Dong ⋅ Duanqing Xu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Geometry-Aware Contrastive Learning for Few-Shot Automatic Modulation Recognition

In Poster Session 5

guanqun zhao ⋅ Yitong liu ⋅ Jiaxuan Fang ⋅ Hongwen Yang ⋅ Yufei Mao

[ Slides] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Beyond Extrapolation: Knowledge Utilization Paradigm with Bidirectional Inspiration for Time Series Forecasting

In Poster Session 5

Liu Chong ⋅ Yingjie Zhou ⋅ Hao Li ⋅ Pengyang Wang ⋅ Qingsong Wen ⋅ Ce Zhu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

TimeSeed: Effective Time Series Forecasting with Sparse Endogenous Variables

In Poster Session 5

Zhaowang Wu ⋅ Kaixin Deng ⋅ Hua Yan

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Hierarchical ODE: Learning Continuous-Time Physical Prototypes for Early Link Failure Detection

In Poster Session 5

Jiaen Lv ⋅ Leran Qi ⋅ Shaowei Wang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

LagLLM: LLM-empowered lead–lag dependency learning for spatial-temporal time series forecasting

In Poster Session 5

Binqing Wu ⋅ Jian Zhou ⋅ Zongjiang Shang ⋅ Ling Chen

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

MemCast: Memory-Driven Time Series Forecasting with Experience-Conditioned Reasoning

In Poster Session 5

Xiaoyu Tao ⋅ Mingyue Cheng ⋅ Ze Guo ⋅ Shuo Yu ⋅ Yaguo Liu ⋅ Qi Liu ⋅ Shijin Wang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

ConFlux: Multivariate Time Series in Flux, One Unified Forecast in Confluence

In Poster Session 5

Shiyu Wang ⋅ Yuchen Fang ⋅ Juntong Ni ⋅ Ziyi Zhang ⋅ Baichuan Mo ⋅ Xinyue Zhong ⋅ Chengxin Wang ⋅ Zhou Ye ⋅ Yang Xiang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

TiMi: Empower Time Series Transformers with Multimodal Mixture of Experts

In Poster Session 5

Jiafeng Lin ⋅ Yuxuan Wang ⋅ HUAKUN LUO ⋅ Jianmin Wang ⋅ Zhongyi Pei

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

V-ABS: Action-Observer Driven Beam Search for Dynamic Visual Reasoning

In Poster Session 5

Zhiwei Ning ⋅ Xuanang Gao ⋅ Jiaxi Cao ⋅ Gengming Zhang ⋅ Shengnan Ma ⋅ Wenwen Tong ⋅ Hanming Deng ⋅ JIE YANG ⋅ Wei Liu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Discovering Symmetry Groups with Flow Matching

In Poster Session 5

Yuxuan Chen ⋅ Jung Yeon Park ⋅ Floor Eijkelboom ⋅ Jianke Yang ⋅ Jan-Willem van de Meent ⋅ Lawson Wong ⋅ Robin Walters

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

PGT: Procedurally Generated Tasks for improving fine-grained understanding in MLLMs

In Poster Session 5

Rim Assouel ⋅ Amir Bar ⋅ Michal Drozdzal ⋅ Adriana Romero-Soriano

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

TVI-CoT: Text-Visual Interleaved Chain-of-Thought Reasoning for Multimodal Understanding

In Poster Session 5

Lianyu Hu ⋅ Xiaoyu Ma ⋅ Zeqin Liao ⋅ Yang Liu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Diffusion Language Model Parallel Decoding via Product-of-Experts Bridge

In Poster Session 5

Juntong Shi ⋅ Brian Trippe ⋅ Jure Leskovec ⋅ Stefano Ermon ⋅ Minkai Xu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Beyond Generative Priors: Minority Sampling with JEPA-Guided Diffusion

In Poster Session 5

Sol Park ⋅ Soobin Um

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

MAD: Manifold Attracted Diffusion

In Poster Session 5

Dennis Elbrächter ⋅ Giovanni S. Alberti ⋅ Matteo Santacesaria

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

PADS-TAL: Padding-Annealed Diffusion Sampling in Text-Aware Latent Space for Robust and Diverse Text-to-Music Generation

In Poster Session 5

Taekoan Yoo ⋅ Wonkyung Jung ⋅ Kyunghun Kim ⋅ Kyeongbo Kong

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Probing the Geometry of Diffusion Models with the String Method

In Poster Session 5

Elio Moreau ⋅ Florentin Coeurdoux ⋅ Grégoire Ferré ⋅ Eric Vanden-Eijnden

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

VectorWorld: Efficient Streaming World Model via Diffusion Flow on Vector Graphs

In Poster Session 5

Chaokang Jiang ⋅ Desen Zhou ⋅ Jiuming Liu ⋅ Li Sun

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Riemannian Diffusion Models on General Manifolds via Physics-Informed Neural Networks

In Poster Session 5

Gyeonghoon Ko ⋅ Juho Lee

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Locally Coherent Parallel Decoding in Diffusion Language Models

In Poster Session 5

Michael Hersche ⋅ Nicolas Menet ⋅ Ronan Tanios ⋅ Abbas Rahimi

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

When Sample Selection Bias Precipitates Model Collapse

In Poster Session 5

Xinbao Qiao ⋅ Xianglong Du ⋅ Wei Liu ⋅ Jingqi Zhang ⋅ Peihua Mai ⋅ Meng Zhang ⋅ Yan (James) Pang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Manifold-Aware Perturbations for Constrained Generative Modeling

In Poster Session 5

Katherine Keegan ⋅ Lars Ruthotto

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Reasoning on the Manifold: Bidirectional Consistency for Self-Verification in Diffusion Language Models

In Poster Session 5

Jiaoyang Ruan ⋅ Xin Gao ⋅ Yinda Chen ⋅ Hengyu Zeng ⋅ Liang Du ⋅ Guanghao Li ⋅ Jie Fu ⋅ Jian Pu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Spatiotemporal Imputation with Graph-Informed Flow Matching

In Poster Session 5

Zepeng Zhang ⋅ Aref Einizade ⋅ Jhony H. Giraldo ⋅ Olga Fink

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Adapting Noise to Data: Generative Flows from Learned 1D Processes

In Poster Session 5

Jannis Chemseddine ⋅ Gregor Kornhardt ⋅ Richard Duong ⋅ Gabriele Steidl

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Insertion Based Sequence Generation with Learnable Order Dynamics

In Poster Session 5

Dhruvesh Patel ⋅ Benjamin Rozonoyer ⋅ Gaurav Pandey ⋅ Tahira Naseem ⋅ Ramón Astudillo ⋅ Andrew McCallum

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Cascaded Flow Matching for Heterogeneous Tabular Data with Mixed-Type Features

In Poster Session 5

Markus Mueller ⋅ Kathrin Gruber ⋅ Dennis Fok

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Compositional Generative Modeling from Decentralized Data

In Poster Session 5

Mashrur M. Morshed ⋅ Vishnu Boddeti

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Information-Geometric Adaptive Sampling for Graph Diffusion

In Poster Session 5

Yuhui Lu ⋅ Wenjing Liu ⋅ Kun Zhan

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Flexibility-Aware Geometric Latent Diffusion for Full-Atom Peptide Design

In Poster Session 5

Dongjiang Niu ⋅ Xiaofeng Wang ⋅ Zhiqiang Wei ⋅ Zhen Li

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Where Rectified Flows Leak: Characterizing Membership Signals Along the Interpolation Path

In Poster Session 5

Thomas Sesmat ⋅ Gabriel Meseguer-Brocal ⋅ Geoffroy Peeters

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

G2D2: Gradient-Guided Discrete Diffusion for Inverse Problem Solving

In Poster Session 5

Naoki Murata ⋅ Chieh-Hsin Lai ⋅ Yuhta Takida ⋅ Toshimitsu Uesaka ⋅ Bac Nguyen ⋅ Stefano Ermon ⋅ Yuki Mitsufuji

[ URL] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Structured Diffusion Bridges: Inductive Bias for Denoising Diffusion Bridges

In Poster Session 5

Eitan Kosman ⋅ Gabriele Serussi ⋅ Chaim Baskin

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Fine-Tuning Masked Diffusion for Provable Self-Correction

In Poster Session 5

Jaeyeon Kim ⋅ Seunggeun Kim ⋅ Taekyun Lee ⋅ David Pan ⋅ Hyeji Kim ⋅ Sham Kakade ⋅ Sitan Chen

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Particle-Guided Diffusion Models for Partial Differential Equations

In Poster Session 5

Andrew Millard ⋅ Fredrik Lindsten ⋅ Zheng Zhao

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Efficient Diffusion Models under Nonconvex Equality and Inequality constraints via Landing

In Poster Session 5

Kijung Jeon ⋅ Michael Muehlebach ⋅ Molei Tao

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Are First-Order Diffusion Samplers Really Slower? A Fast Forward-Value Approach

In Poster Session 5

Yuchen Jiao ⋅ Na Li ⋅ Changxiao Cai ⋅ Gen Li

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Categorical Reparameterization with Denoising Diffusion models

In Poster Session 5

Samson Gourevitch ⋅ Alain Oliviero Durmus ⋅ Jimmy Olsson ⋅ Eric Moulines ⋅ Yazid Janati

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Robust Parallel Diffusion Sampling via Dynamic Jacobian Bandwidth

In Poster Session 5

Zile Huang ⋅ Ser-Nam Lim

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Navigating the Energy Landscape of Collaboration: Multi-Agent Communication Graph Generation via Score-Based Diffusion

In Poster Session 5

GuanHao Zhao ⋅ Wenbo Lu ⋅ Cheng Cheng ⋅ Zhenya Huang ⋅ Wei Song ⋅ Zhiding Liu ⋅ Runze Wu ⋅ Enhong Chen

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Condition-Aware Graph Flow Matching for Modeling the Distributions of Complex Physical Systems

In Poster Session 5

Xiaochao Deng ⋅ Jie Chen ⋅ Xiaogang Deng

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Temporal Difference Learning for Diffusion Models

In Poster Session 5

Qizhen Ying ⋅ Yangchen Pan ⋅ Victor Prisacariu ⋅ Junfeng Wen

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Plug-and-Play Guidance for Discrete Diffusion Models via Gradient-Informed Logit Correction

In Poster Session 5

Hongkun Dou ⋅ Zike Chen ⋅ fengji Li ⋅ Hongjue Li ⋅ Yue Deng

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

IDLM: Inverse-distilled Diffusion Language Models

In Poster Session 5

David Li ⋅ Nikita Gushchin ⋅ Dmitry Abulkhanov ⋅ Eric Moulines ⋅ Ivan Oseledets ⋅ Maxim Panov ⋅ Aleksandr Korotin

[ Slides] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

CountsDiff: A diffusion model on the natural numbers for generation and imputation of count-based data

In Poster Session 5

Renzo Soatto ⋅ Anders Hoel ⋅ Greycen Ren ⋅ Shorna Alam ⋅ Stephen Bates ⋅ Nikolaos Daskalakis ⋅ Caroline Uhler ⋅ Maria Skoularidou

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Measurement-Consistent Langevin Corrector for Stabilizing Latent Diffusion Inverse Problem Solvers

In Poster Session 5

Hyoseok Lee ⋅ Sohwi Lim ⋅ Eunju Cha ⋅ Tae-Hyun Oh

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

CANDI: Hybrid Discrete-Continuous Diffusion Models

In Poster Session 5

Patrick Pynadath ⋅ Jiaxin Shi ⋅ Ruqi Zhang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Is Your Diffusion Sampler Actually Correct? A Sampler-Centric Evaluation of Discrete Diffusion Language Models

In Poster Session 5

Luhan Tang ⋅ Longxuan Yu ⋅ Shaorong Zhang ⋅ Greg Ver Steeg

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Markovian Projection of Star-Shaped Diffusion for Exponential Family Distributions

In Poster Session 5

François Bertholom ⋅ Khalid Oublal

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Milestone-Guided Policy Learning for Long-Horizon Language Agents

In Poster Session 5

Zixuan Wang ⋅ Yuchen Yan ⋅ Hongxing Li ⋅ Teng Pan ⋅ Dingming Li ⋅ Ruiqing Zhang ⋅ Weiming Lu ⋅ Jun Xiao ⋅ Yueting Zhuang ⋅ Yongliang Shen

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

SafeHarbor: Defining Precise Decision Boundaries via Hierarchical Memory-Augmented Guardrail for LLM Agent Safety

In Poster Session 5

Zhe Liu ⋅ Zhe Liu ⋅ Wenxin Zhang ⋅ Quanchen Zou ⋅ Deyue Zhang ⋅ Dongdong Yang ⋅ Xiangzheng Zhang ⋅ Hao Peng

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Escaping the Subspace Trap: The Role of Optimizer Geometry in Model Width Expansion

In Poster Session 5

Jiabei Chen ⋅ Haoyu Wang ⋅ Yang Yu ⋅ Yao Xu ⋅ Liangdong Wang ⋅ Guang Liu ⋅ Shizhu He ⋅ Jun Zhao ⋅ Kang Liu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

OTora: A Unified Red Teaming Framework for Reasoning-Level Denial-of-Service in LLM Agents

In Poster Session 5

Xinyu Li ⋅ ronghui mu ⋅ Lin Li ⋅ Tianjin Huang ⋅ Gaojie Jin

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Scaling Law for Quantization-Aware Training

In Poster Session 5

Mengzhao Chen ⋅ Chaoyi Zhang ⋅ Jing Liu ⋅ Zeng ⋅ Zeyue Xue ⋅ Zhiheng Liu ⋅ Yunshui Li ⋅ Jin Ma ⋅ Jie Huang ⋅ zhou Xun ⋅ Ping Luo

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

TwinQuant: Learnable Subspace Decomposition for 4-Bit LLM Quantization

In Poster Session 5

Haodong WANG ⋅ Junjie Liu ⋅ Zicong Hong ⋅ Qianli Liu ⋅ Jian Lin ⋅ Song Guo ⋅ Xu Chen

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

AutoQRA: Joint Optimization of Mixed-Precision Quantization and Low-rank Adapters for Efficient LLM Fine-Tuning

In Poster Session 5

Changhai Zhou ⋅ Shiyang Zhang ⋅ Yuhua Zhou ⋅ Qian Qiao ⋅ Jun Gao ⋅ Cheng Jin ⋅ KAIZHOU QIN ⋅ Weizhong Zhang

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

AutoSizer: Automatic Sizing of Analog and Mixed-Signal Circuits via Large Language Model (LLM) Agents

In Poster Session 5

Xi Yu ⋅ Dmitrii Torbunov ⋅ Soumyajit Mandal ⋅ Yihui Ren

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

SpecMD: A Comprehensive Study On Speculative Expert Prefetching

In Poster Session 5

Duc Hoang ⋅ Mohammad Samragh ⋅ Ajay Jaiswal ⋅ Minsik Cho

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

WinQ: Accelerating Quantization-Aware Training of Large Language Models around Saddle Points

In Poster Session 5

Dongyue Li ⋅ Zechun Liu ⋅ Kai Yi ⋅ Changsheng Zhao ⋅ Zhenshuo Zhang ⋅ Raghuraman Krishnamoorthi ⋅ Harshit Khaitan ⋅ Hongyang Zhang ⋅ Steven Li

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Block Rotation is All You Need for MXFP4 Quantization

In Poster Session 5

Yuantian Shao ⋅ Peisong Wang ⋅ Yuanteng Chen ⋅ Chang Xu ⋅ Zhihui Wei ⋅ Jian Cheng

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

LLM-MatLogic: Executable Exchange Contracts for Knowledge-Graph Query Answering with Scoped Negation

In Poster Session 5

Dezhuang Miao ⋅ Xiaoming Zhang ⋅ Bo Zhang ⋅ Yibin Du ⋅ Xiang Li ⋅ Ruilin Zeng ⋅ Yirui QI

[ Slides] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

SPARD: Defending Harmful Fine-Tuning Attack via Safety Projection with Relevance–Diversity Data Selection

In Poster Session 5

Shuhao Chen ⋅ Weisen Jiang ⋅ Yeqi Gong ⋅ Shengda Luo ⋅ Chengxiang Zhuo ⋅ Zang Li ⋅ James Kwok ⋅ Yu Zhang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Tracing the Dynamics of Refusal: Exploiting Latent Refusal Trajectories for Robust Jailbreak Detection

In Poster Session 5

Xulin Hu ⋅ CHE WANG ⋅ Wei Lim ⋅ Jianbo Gao ⋅ Zhong Chen

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

PGS: Effective LLM Code Refinement via Property-Oriented and Structurally Minimal Feedback

In Poster Session 5

Lehan He ⋅ Zeren Chen ⋅ Zhe Zhang ⋅ Xiang Gao ⋅ Lu Sheng

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

CAT-Q: Cost-efficient and Accurate Ternary Quantization for LLMs

In Poster Session 5

Shigeng Wang ⋅ Chao Li ⋅ Yangyuxuan Kang ⋅ Jiawei Fan ⋅ Anbang Yao

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

The Geometry of Narrow Fine-Tuning Degradation: Trajectory Lock-in and Spectral Bifurcation

In Poster Session 5

Jia Liu ⋅ Jiaxin Luo ⋅ Xinhao Qiu ⋅ Yixue Hao ⋅ Min Chen

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

xKV: Cross-Layer KV-Cache Compression via Aligned Singular Vector Extraction

In Poster Session 5

Chi-Chih Chang ⋅ Wei-Cheng Lin ⋅ Chien-Yu Lin ⋅ Hung-Yueh Chiang ⋅ Yash Akhauri ⋅ Xilai Dai ⋅ Huiqiang Jiang ⋅ Yucheng Li ⋅ Kai-Chiang Wu ⋅ Luis Ceze ⋅ Mohamed Abdelfattah

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Attribution-Guided and Coverage-Maximized Pruning for Structural MoE Compression

In Poster Session 5

Yifu Ding ⋅ jiacheng wang ⋅ Ge Yang ⋅ Yongcheng Jing ⋅ Jinyang Guo ⋅ Xianglong Liu ⋅ Dacheng Tao

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

INT vs. FP: A Comprehensive Study of Fine-Grained Low-bit Quantization Formats

In Poster Session 5

Mengzhao Chen ⋅ Meng Wu ⋅ Hui Jin ⋅ Zhihang Yuan ⋅ Jing Liu ⋅ Chaoyi Zhang ⋅ Yunshui Li ⋅ Jie Huang ⋅ Jin Ma ⋅ Zeyue Xue ⋅ Zhiheng Liu ⋅ Xingyan Bin ⋅ Ping Luo

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Rapid Poison: Practical Poisoning Attacks Against the Rapid Response Framework

In Poster Session 5

David Huang ⋅ Jaewon Chang ⋅ Avidan Shah ⋅ Prateek Mittal ⋅ Chawin Sitawarin

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Predicting Large Model Test Losses with a Noisy Quadratic System

In Poster Session 5

Chuning Li ⋅ Chris Maddison

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

ZipMoE: Efficient On-Device MoE Serving via Lossless Compression and Cache-Affinity Scheduling

In Poster Session 5

Yuchen Yang ⋅ Yaru Zhao ⋅ Pu Yang ⋅ Shaowei Wang ⋅ Zhi-Hua Zhou

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Attacks on Machine-Text Detectors Retain Stylistic Fingerprints

In Poster Session 5

Rafael Rivera Soto ⋅ Barry Chen ⋅ Nicholas Andrews

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

ExCyTIn-Bench: Evaluating LLM agents on Cyber Threat Investigation

In Poster Session 5

Yiran Wu ⋅ Mauricio Velazco ⋅ Andrew Zhao ⋅ Manuel Luján ⋅ Srisuma Movva ⋅ Yogesh Roy ⋅ Quang Nguyen ⋅ Roberto Rodriguez ⋅ Qingyun Wu ⋅ Michael Albada ⋅ Julia Kiseleva ⋅ Anand Mudgerikar

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Automated Formal Proofs of Combinatorial Identities via Wilf–Zeilberger Guidance and LLMs

In Poster Session 5

Beibei Xiong ⋅ Hangyu Lv ⋅ Junqi Liu ⋅ Yisen Wang ⋅ Shaoshi Chen ⋅ Jianlin Wang ⋅ Zhengfeng Yang ⋅ Lihong Zhi

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

OSAQ: Outlier Self-Absorption for Accurate Low-bit LLM Quantization

In Poster Session 5

Zhikai Li ⋅ Zhen Dong ⋅ Xuewen Liu ⋅ Jing Zhang ⋅ Qingyi Gu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

QTALE: Quantization-Robust Token-Adaptive Layer Execution for LLMs

In Poster Session 5

Kanghyun Noh ⋅ Jinheon Choi ⋅ Yulhwa Kim

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

STAR-KV: Low-Rank KV Cache Compression via Soft Thresholding for Adaptive Rank Control

In Poster Session 5

Priyansh Bhatnagar ⋅ Ashkan Moradifirouzabadi ⋅ Se-Hyun Yang ⋅ SeungJae Lee ⋅ Jungwook Choi ⋅ Mingu Kang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

From LLM-Generated Conjectures to Lean Formalizations: Automated Polynomial Inequality Proving via Sum-of-Squares Certificates

In Poster Session 5

Ruobing Zuo ⋅ Hanrui Zhao ⋅ Gaolei He ⋅ Zhengfeng Yang ⋅ Jianlin Wang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

BPDQ: Bit-Plane Decomposition Quantization on a Variable Grid for Large Language Models

In Poster Session 5

Junyu Chen ⋅ Jungang Li ⋅ Jing Xiong ⋅ Wenjie Wang ⋅ Qingyao Yang ⋅ He Xiao ⋅ Zhen Li ⋅ Taiqiang Wu ⋅ Mengzhao Chen ⋅ Zhen Peng ⋅ Chaofan Tao ⋅ Long Shi ⋅ Hongxia Yang ⋅ Ngai Wong

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Not All Invariants Are Equal: Curating Training Data to Accelerate Program Verification with SLMs

In Poster Session 5

Ido Pinto ⋅ Yizhak Elboher ⋅ Haoze Wu ⋅ Nina Narodytska ⋅ Guy Katz

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Probing How Scalable Table Data Enhances General Long-Context Reasoning

In Poster Session 5

Huaibing Xie ⋅ Guoliang Zhao ⋅ Yang Liu ⋅ Shihan Dou ⋅ Siming Huang ⋅ Yanling Xiao ⋅ Shaolei Wang ⋅ Yiting Liu ⋅ Cheng Zhang ⋅ Shaofan Liu ⋅ PlutoZhou

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

ABCD: All Biases Come Disguised

In Poster Session 5

Mateusz Nowak ⋅ Xavier Cadet ⋅ Peter Chin

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Deep sequence models tend to memorize geometrically; it is unclear why.

In Poster Session 5

Shahriar Noroozizadeh ⋅ Vaishnavh Nagarajan ⋅ Elan Rosenfeld ⋅ Sanjiv Kumar

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Learning syntax without semantics: Disentangled tiny language models

In Poster Session 5

Ezra Winston ⋅ Zico Kolter

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Temporal Self-Rewarding Language Models: Decoupling Chosen-Rejected via Past-Future

In Poster Session 5

Yidong Wang ⋅ Xin Wang ⋅ Cunxiang Wang ⋅ Junfeng Fang ⋅ Qiufeng Wang ⋅ Jianing Chu ⋅ Xuran Meng ⋅ Shu-Xun Yang ⋅ Andrew Feng ⋅ Libo Qin ⋅ Wei Ye ⋅ Shikun Zhang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Reasoning Structure of Large Language Models

In Poster Session 5

Frédéric Berdoz ⋅ Luca Lanzendörfer ⋅ Fabian Farestam ⋅ Roger Wattenhofer

[ Slides] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Scaling Generative Verifiers For Natural Language Mathematical Proof Verification And Selection

In Poster Session 5

Sadegh Mahdavi ⋅ Branislav Kisacanin ⋅ Shubham Toshniwal ⋅ Wei Du ⋅ Ivan Moshkov ⋅ George Armstrong ⋅ Renjie Liao ⋅ Christos Thrampoulidis ⋅ Igor Gitman

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Distinguishable Deletion: Unifying Knowledge Erasure and Refusal for Large Language Model Unlearning

In Poster Session 5

Puning Yang ⋅ Junchi Yu ⋅ Qizhou Wang ⋅ Phil Torr ⋅ Bo Han ⋅ Xiuying Chen

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

AgentConductor: Topology Evolution for Multi-Agent Competition-Level Code Generation

In Poster Session 5

Siyu Wang ⋅ Ruotian Lu ⋅ Zhihao Yang ⋅ Yuchao Wang ⋅ yanzhou zhang ⋅ Lei Xu ⋅ Qimin Xu ⋅ Guojun Yin ⋅ Cailian Chen ⋅ Xinping Guan

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

MAS-ProVe: Understanding the Process Verification of Multi-Agent Systems

In Poster Session 5

Vishal Venkataramani ⋅ Haizhou Shi ⋅ Zixuan Ke ⋅ Austin Xu ⋅ Xiaoxiao He ⋅ Yingbo Zhou ⋅ Semih Yavuz ⋅ Hao Wang ⋅ Shafiq Joty

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Inference-Time Conformal Reasoning with Valid Factuality Control for Large Language Models

In Poster Session 5

Ting Wang ⋅ Yuanjie Shi ⋅ Yan Yan ⋅ Huan Zhang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Anchor-Final Self-Supervision Drives Hallucination-Aware Optimization in Large Vision-Language Models

In Poster Session 5

Jiaxi Liu ⋅ Yifeng Yang ⋅ Xinbing Wang ⋅ Qinying Gu ⋅ Nanyang Ye

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

SIMoE: A Probabilistic Framework for Cardinality-Constrained Routing in Mixture-of-Experts

In Poster Session 5

Heng Zhao ⋅ Zilei Shao ⋅ Guy Van den Broeck ⋅ Zhe Zeng

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Real-Time Monitoring and Calibration of Chain-of-Thought Sycophancy in Large Reasoning Models

In Poster Session 5

Jingyu Hu ⋅ Shu Yang ⋅ Xilin Gong ⋅ Hongming Wang ⋅ Weiru Liu ⋅ Di Wang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

On the Generalization Gap in Self-Evolving Language Model Reasoning

In Poster Session 5

Zhenting Qi ⋅ Susanna Maria Baby ⋅ Stefanie Baby ⋅ Kan Yuan ⋅ Da-Cheng Juan ⋅ Tu Vu ⋅ Andrew Tomkins ⋅ Cyrus Rashtchian

[ Slides] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Information Flow Reveals When to Trust Language Models

In Poster Session 5

Rui Xu ⋅ Yi Chen ⋅ Jiujiu Chen ⋅ Sihong Xie

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

On the Entropy Dynamics in Reinforcement Fine-Tuning of Large Language Models

In Poster Session 5

Shumin Wang ⋅ Yuexiang Xie ⋅ Wenhao Zhang ⋅ Yuchang Sun ⋅ Yanxi Chen ⋅ Yaliang Li ⋅ Yanyong Zhang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Statistical Early Stopping for Reasoning Models

In Poster Session 5

Yangxinyu Xie ⋅ Tao Wang ⋅ Soham Mallick ⋅ Yan Sun ⋅ Georgy Noarov ⋅ Mengxin Yu ⋅ Tanwi Mallick ⋅ Edgar Dobriban

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Unbiased Alignment for Large Language Models with Noisy Preferences

In Poster Session 5

Jialiang Wang ⋅ Xianming Liu ⋅ Xiong Zhou ⋅ Hui Liu ⋅ Haoliang Li

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

MemEvolve: Meta-Evolution of Agent Memory Systems

In Poster Session 5

Guibin Zhang ⋅ Haotian Ren ⋅ Chong Zhan ⋅ Junhao Wang ⋅ He Zhu ⋅ Wangchunshu Zhou ⋅ Shuicheng YAN

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

A Narrowing Geometry in Contaminated Reasoning

In Poster Session 5

Jiakuan Xie ⋅ Pengfei Cao ⋅ Kang Liu ⋅ Jun Zhao

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Syntax vs. Semantics: How Transformers Learn Deep Dependencies

In Poster Session 5

Jiangrui Zhao ⋅ Xiaoting Du

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Bits That Count: Quantifying and Predicting Capabilities of Language Models

In Poster Session 5

Elizabeth Donoway ⋅ Hailey Joren ⋅ Michael R DeWeese ⋅ Ethan Perez ⋅ John Schulman ⋅ Fabien Roger ⋅ Jan Leike

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

InfoLaw: Information Scaling Laws for Large Language Models with Quality-Weighted Mixture Data and Repetition

In Poster Session 5

Fengze Liu ⋅ Weidong Zhou ⋅ LIU ⋅ Ping Guo ⋅ Zijun Wang ⋅ Bingni Zhang ⋅ Yifan Zhang ⋅ Yifeng Yu ⋅ Xiaohuan ZHOU ⋅ Taifeng Wang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Entropy-Aware On-Policy Distillation of Language Models

In Poster Session 5

Woogyeol Jin ⋅ Taywon Min ⋅ Yongjin Yang ⋅ Swanand Kadhe ⋅ Yi Zhou ⋅ Dennis Wei ⋅ Nathalie Baracaldo ⋅ Kimin Lee

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Sampling from Your Language Model One Byte at a Time

In Poster Session 5

Jonathan Hayase ⋅ Alisa Liu ⋅ Noah Smith ⋅ Sewoong Oh

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Toward Cybersecurity-Expert Small Language Models

In Poster Session 5

Matan Levi ⋅ Daniel Ohayon ⋅ Ariel Blobstein ⋅ Ravid Sa ⋅ Ian Molloy ⋅ Yair Allouche

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Factored Causal Representation Learning for Robust Reward Modeling in RLHF

In Poster Session 5

Yupei Yang ⋅ Lin Yang ⋅ Wanxi Deng ⋅ Lin Qu ⋅ Fan Feng ⋅ Biwei Huang ⋅ Shikui Tu ⋅ Lei Xu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Do Vision and Text Cues Exhibit Evidential Coupling? UFO: A Benchmark for Compositional Multimodal Reasoning in Unified Models

In Poster Session 5

Zhongyu Yang ⋅ Dannong Xu ⋅ Yonghan Zhang ⋅ Kefan Chen ⋅ Xinyi Wang ⋅ Yang Xu ⋅ Wei Pang ⋅ Yingfang Yuan

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Towards Understanding Continual Factual Knowledge Acquisition of Language Models: From Theory to Algorithm

In Poster Session 5

Haoyu Wang ⋅ yifan shang ⋅ Zhongxiang Sun ⋅ Weijie Yu ⋅ Xiao Zhang ⋅ Jun Xu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Confidence is Not Universal: Task-Dependent Calibration and Emergent Behavior in LLMs

In Poster Session 5

Chaeyun Jang ⋅ Moonseok Choi ⋅ Yegon Kim ⋅ Seungyoo Lee ⋅ Juho Lee ⋅ Hyungi Lee

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Mitigating Translationese Bias in Multilingual LLM-as-a-Judge via Disentangled Information Bottleneck

In Poster Session 5

Hongbin Zhang ⋅ Kehai Chen ⋅ Xuefeng Bai ⋅ Youcheng Pan ⋅ Yang Xiang ⋅ Jinpeng Wang ⋅ Min zhang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Anchoring Self-Play for Code Repair

In Poster Session 5

Caroline Choi ⋅ Zeyneb Kaya ⋅ Shirley Wu ⋅ Tengyu Ma ⋅ Tatsunori Hashimoto ⋅ Ludwig Schmidt

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

SPA: A Simple but Tough-to-Beat Baseline for Knowledge Injection

In Poster Session 5

Kexian Tang ⋅ Jiani Wang ⋅ Shaowen Wang ⋅ Kaifeng Lyu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Training Data Efficiency in Multimodal Process Reward Models

In Poster Session 5

Jinyuan Li ⋅ Chengsong Huang ⋅ Langlin Huang ⋅ Shaoyang Xu ⋅ Haolin Liu ⋅ Wenxuan Zhang ⋅ Jiaxin Huang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Know More, Know Clearer: A Meta-Cognitive Framework for Knowledge Augmentation in Large Language Models

In Poster Session 5

Hao Chen ⋅ Ye He ⋅ Yuchun Fan ⋅ Yukun Yan ⋅ Zhenghao Liu ⋅ Qingfu Zhu ⋅ Maosong Sun ⋅ Wanxiang Che

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

When Labelers Stay Silent: The Power of Ties in Cost-Effective Preference Learning

In Poster Session 5

JIAQI LYU ⋅ Zihan Zhang ⋅ CJ Y ⋅ Shiyu Xia ⋅ Ning Xu ⋅ Xin Geng

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Regret Pre-training: Bridging Prior and Posterior Views for Enhanced Knowledge Grounding

In Poster Session 5

Mingkuan Zhao ⋅ Xiayu Sun ⋅ Wentao Hu ⋅ Suquan Chen ⋅ Jiaxuan Li ⋅ Xiaoyan Zhu ⋅ Xin Lai ⋅ Jiayin Wang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Tailoring the Training: Difficulty-Aware Learning Strategy Allocation for Large Language Models

In Poster Session 5

Xiaoling Zhou ⋅ Shuaiyu Zhou ⋅ Zhemg Lee ⋅ Tao Chen ⋅ Xirui Li ⋅ Peng Chen ⋅ Jie Jiang ⋅ Wei Ye ⋅ Shikun Zhang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Real-Time Aligned Reward Model beyond Semantics

In Poster Session 5

Zixuan Huang ⋅ Xin Xia ⋅ Yuxi Ren ⋅ Jianbin Zheng ⋅ Xuefeng Xiao ⋅ Hongyan Xie ⋅ Huaqiu Li ⋅ Songshi Liang ⋅ Zhongxiang Dai ⋅ Fuzhen Zhuang ⋅ Jianxin Li ⋅ Yikun Ban ⋅ deqing wang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Can Large Language Models Generalize Procedures Across Representations?

In Poster Session 5

Fangru Lin ⋅ Valentin Hofmann ⋅ Xingchen Wan ⋅ Weixing Wang ⋅ Zifeng Ding ⋅ Anthony Cohn ⋅ Janet Pierrehumbert

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Reasoning LLM Improves Speaker Recognition in Long-form TV Dramas

In Poster Session 5

Yuxuan Li ⋅ Lingxi Xie ⋅ Xinyue Huo ⋅ Jihao Qiu ⋅ Jiacheng Shao ⋅ Pengfei Chen ⋅ Jiannan Ge ⋅ Kaiwen Duan ⋅ Qi Tian

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Controllable and explainable personality sliders for LLMs at inference time

In Poster Session 5

Florian Hoppe ⋅ David Khachaturov ⋅ Robert Mullins ⋅ Mark Huasong Meng

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Target-Oriented Pretraining Data Selection via Neuron-Activated Graph

In Poster Session 5

Zijun Wang ⋅ Haoqin Tu ⋅ Weidong Zhou ⋅ Yiyang Zhou ⋅ Xiaohuan Zhou ⋅ Bingni Zhang ⋅ Weiguo Feng ⋅ Taifeng Wang ⋅ Cihang Xie ⋅ Fengze Liu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

HugRAG: Hierarchical Causal Knowledge Graph Design for RAG

In Poster Session 5

Nengbo Wang ⋅ Tuo Liang ⋅ Vikash Singh ⋅ Chaoda Song ⋅ Van Yang ⋅ Yu Yin ⋅ Jing Ma ⋅ JAGDIP SINGH ⋅ Vipin Chaudhary

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Dynamic Multimodal Evaluation via Knowledge-Enhanced Benchmark Evolution

In Poster Session 5

Junzhe Zhang ⋅ Huixuan Zhang ⋅ Xiaojun Wan

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Decouple Searching from Training: Scaling Data Mixing via Model Merging for Large Language Model Pre-training

In Poster Session 5

Shengrui Li ⋅ Fei zhao ⋅ Kaiyan Zhao ⋅ Jieying Ye ⋅ Haifeng Liu ⋅ Fangcheng Shi ⋅ Zheyong Xie ⋅ Yao Hu ⋅ Shaosheng Cao

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Optimal Transport for Reward Modeling from Noisy Feedback

In Poster Session 5

Eric Wang ⋅ Licheng Pan ⋅ Haocheng Yang ⋅ Yunsheng Lu ⋅ Yongqi Tong ⋅ Yinuo Wang ⋅ Shijian Wang ⋅ Zhixuan Chu ⋅ Lei Shen ⋅ Haoxuan Li ⋅ Yuan Lu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Learning Rate Scaling across LoRA Ranks and Transfer to Full Finetuning

In Poster Session 5

Nan Chen ⋅ Soledad Villar ⋅ Soufiane Hayou

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Decoupling Reasoning and Confidence: Resurrecting Calibration in Reinforcement Learning from Verifiable Rewards

In Poster Session 5

Zhengzhao Ma ⋅ Xueru Wen ⋅ Boxi Cao ⋅ Yaojie Lu ⋅ Hongyu Lin ⋅ Jinglin Yang ⋅ Min He ⋅ Xianpei Han ⋅ Le Sun

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Margin-Adaptive Confidence Ranking for Reliable LLM Judgement

In Poster Session 5

Gaojie Jin ⋅ Yong Tao ⋅ Lijia Yu ⋅ Tianjin Huang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Discounted Beta-Bernoulli Reward Estimation for Sample-Efficient Reinforcement Learning with Verifiable Rewards

In Poster Session 5

Haechan Kim ⋅ Soohyun Ryu ⋅ Gyouk Chu ⋅ Doohyuk Jang ⋅ Eunho Yang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

From Retrieval to Translation: Translating Query into Graph-level Clues for Retrieval-Augmented Generation

In Poster Session 5

Qichuan Liu ⋅ Chenfeng Zheng ⋅ Yuxuan Hu ⋅ Zerui Chen ⋅ Chentao Zhang ⋅ Qinggang Zhang ⋅ Zhihong Zhang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Revisiting Parameter-Based Knowledge Editing in Large Language Models: Theoretical Limits and Empirical Evidence

In Poster Session 5

Wanying Ren ⋅ Xin Song ⋅ Futing Wang ⋅ Guoxiu He ⋅ Aixin Sun

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Training Prompt Matters: State-Adaptive Optimization for Robust Fine-Tuning

In Poster Session 5

Wenhang Shi ⋅ Yiren Chen ⋅ Shuqing Bian ⋅ Zhe Zhao ⋅ Pengfei Hu ⋅ Jinhao Dong ⋅ WEI LU ⋅ Xiaoyong Du

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

OCNR: Stabilizing Self-Play by Mitigating Iteration-Collapse With One-Class Novelty Rewards

In Poster Session 5

Seungyoo Lee ⋅ Giung Nam ⋅ Hyungi Lee ⋅ Juho Lee

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

CAMEL: Confidence-Gated Reflection for Reward Modeling

In Poster Session 5

Zirui Zhu ⋅ Yong Liu ⋅ Yang Luo ⋅ Hailun Xu ⋅ Kanchan Sarkar ⋅ Kun Xu ⋅ Yang You

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

From Outcomes to Actions: Leveraging Hindsight for Long-Horizon Language Agent Training

In Poster Session 5

Zishang Jiang ⋅ tingyun li ⋅ Jinyi Han ⋅ Xinyi Wang ⋅ Mengyun Qiao ⋅ Yizhou Ying ⋅ Xiaojun Meng ⋅ Jiansheng Wei ⋅ Jiaqing Liang ⋅ Yanghua Xiao

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

ProactiveLLM: Learning Active Interaction for Streaming Large Language Models

In Poster Session 5

Junlong Tong ⋅ Yao Zhang ⋅ Anhao Zhao ⋅ Yingqi Fan ⋅ Yunpu Ma ⋅ Xiaoyu Shen

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

RelayCaching: Accelerating LLM Collaboration via Decoding KV Cache Reuse

In Poster Session 5

Yingsheng Geng ⋅ Yuchong Gao ⋅ Weihong Wu ⋅ Guyue Liu ⋅ Jiang liu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

ProjQ: Project-and-Quantize for Adapter-Aware LLM Compression

In Poster Session 5

Wenya Yu ⋅ Chao Zhang ⋅ Li Wang ⋅ Samson Lasaulce ⋅ Merouane DEBBAH

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

WAVE: Window-Aware Vocabulary-Efficient Early-Exit for Training-Free LLM Acceleration

In Poster Session 5

Seonggeun Kim ⋅ Gilha lee ⋅ Hyun Kim

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Context Distillation Retains Post-Training Capabilities in Continually Trained LMs

In Poster Session 5

Shankar Padmanabhan ⋅ Mustafa Omer Gul ⋅ Tanya Goyal

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

WarmServe: Enabling One-for-Many GPU Prewarming for Multi-LLM Serving

In Poster Session 5

Chiheng Lou ⋅ Sheng Qi ⋅ Rui Kang ⋅ Yong Zhang ⋅ Chen Sun ⋅ pengcheng wang ⋅ Xuanzhe Liu ⋅ Xin Jin

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Memory-Efficient LLMs Training with Dynamic Sparsity: From Stability to Practical Scaling

In Poster Session 5

Qiao Xiao ⋅ Boqian Wu ⋅ Patrik Okanovic ⋅ Tomasz Sternal ⋅ Maurice Keulen ⋅ Elena Mocanu ⋅ Mykola Pechenizkiy ⋅ Decebal Constantin Mocanu ⋅ Torsten Hoefler

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Less Is More: Elevating RAG via Performance-Driven Context Compression

In Poster Session 5

Ziqiang Cui ⋅ Yunpeng Weng ⋅ Xing Tang ⋅ Peiyang Liu ⋅ Shiwei Li ⋅ Bowei He ⋅ Jiamin Chen ⋅ Yansen Zhang ⋅ xiuqiang He ⋅ Rui Zhang ⋅ Chen Ma

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

GEMQ: Global Expert-Level Mixed-Precision Quantization for MoE LLMs

In Poster Session 5

Jianing Deng ⋅ Song Wang ⋅ Dongwei Wang ⋅ Zijie Liu ⋅ Tianlong Chen ⋅ Huanrui Yang ⋅ Jingtong Hu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Removing Noise, not Finding Gold: Quality Filtering for Large-Scale Pretraining

In Poster Session 5

Thiziri Nait Saada ⋅ Louis Béthune ⋅ Michal Klein ⋅ David Grangier ⋅ Marco Cuturi ⋅ Pierre Ablin

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

MechVQA: Benchmarking and Enhancing Multimodal LLMs on Comprehensive Mechanical Drawing Understanding

In Poster Session 5

Qian Kou ⋅ Xiaofeng Shi ⋅ Yulin Li ⋅ Xiaosong Qiu ⋅ XinyangWang ⋅ Hua Zhou ⋅ Cao Dongxing

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Convex Dataset Valuation for Post-Training

In Poster Session 5

Siqi Zeng ⋅ Christopher Jung ⋅ Rui Li ⋅ Zhe Kang ⋅ Ming Li ⋅ Nima Noorshams ⋅ Zhigang Wang ⋅ Fuchun Peng ⋅ Han Zhao ⋅ Xue Feng

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

The Optimal Token Baseline: Variance Reduction for Long-Horizon LLM-RL

In Poster Session 5

Yingru Li ⋅ Jiawei Xu ⋅ Ziniu Li ⋅ Jiacai Liu ⋅ Wei Liu ⋅ Yuxuan Tong ⋅ Longtao Zheng ⋅ Zhenghai Xue ⋅ Yaxiang Zhang ⋅ Tianle Cai ⋅ Ge Zhang ⋅ Qian Liu ⋅ Baoxiang Wang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

NITP: Next Implicit Token Prediction for LLM Pre-training

In Poster Session 5

Xiangdong Zhang ⋅ Debing Zhang ⋅ Shaofeng Zhang ⋅ Xiaohan Qin ⋅ Yu Cheng ⋅ Junchi Yan

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Enhancing Numerical Prediction in LLMs via Smooth MMD Alignment

In Poster Session 5

Zhuo Zuo ⋅ Li Yue ⋅ Wenhao Zheng ⋅ Chenpeng Wang ⋅ Xianggen Liu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

GEM: Geometric Entropy Mixing for Optimal LLM Data Curation

In Poster Session 5

Yue Min ⋅ Ziyun Qiao ⋅ Ruining Chen ⋅ Yujun Li

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

ACON: Optimizing Context Compression for Long-horizon LLM Agents

In Poster Session 5

Minki Kang ⋅ Wei-Ning Chen ⋅ Dongge Han ⋅ Huseyin Inan ⋅ Lukas Wutschitz ⋅ Yanzhi Chen ⋅ Robert A Sim ⋅ Saravanakumar Rajmohan

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Mining Tensor/Neuron-Level Sparsity to Maximize Mixture-of-Experts Potential in Post-Training and Inference

In Poster Session 5

Weilin Cai ⋅ Le Qin ⋅ Shwai He ⋅ Junwei Cui ⋅ Ang Li ⋅ Jiayi Huang

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

POET-X: Memory-efficient LLM Training by Scaling Orthogonal Transformation

In Poster Session 5

Zeju Qiu ⋅ Lixin LIU ⋅ Adrian Weller ⋅ Han Shi ⋅ Weiyang Liu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Draft-Conditioned Constrained Decoding for Structured Generation in LLMs

In Poster Session 5

Avinash Reddy ⋅ Thayne Walker ⋅ Jaime Ide ⋅ Amrit Singh Bedi

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Zero Sum SVD: Balancing Loss Sensitivity for Low Rank LLM Compression

In Poster Session 5

Ali Abbasi ⋅ Chayne Thrash ⋅ Haoran Qin ⋅ Shansita Sharma ⋅ Sepehr Seifi ⋅ Soheil Kolouri

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Learn-to-learn on Arbitrary Textual Conditioning: A Hypernetwork-Driven Meta-gated LLM

In Poster Session 5

Luo Ji ⋅ Qi Qin ⋅ Ningyuan Xi ⋅ Teng Chen ⋅ Qingqing Gu ⋅ Hongyan Li

[ Slides] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Rethinking Pretraining Data Detection for LLMs: From Local to Global

In Poster Session 5

Chenye Ke ⋅ Yan Zhuang ⋅ Zirui Liu ⋅ Qi Liu

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Long-Context Modeling with Dynamic Hierarchical Sparse Attention for Memory-Constrained LLM Inference

In Poster Session 5

Siheng Xiong ⋅ Joe Zou ⋅ Faramarz Fekri ⋅ Yae Jee Cho

[ Slides] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Slash the Sink: Sharpening Structural Attention Inside LLMs

In Poster Session 5

Yiming Liu ⋅ Bin Lu ⋅ Xinbing Wang ⋅ Chenghu Zhou ⋅ Meng Jin

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Olmix: A Framework for Data Mixing Throughout LM Development

In Poster Session 5

Mayee Chen ⋅ Tyler Murray ⋅ David Heineman ⋅ Matt Jordan ⋅ Hannaneh Hajishirzi ⋅ Christopher Re ⋅ Luca Soldaini ⋅ Kyle Lo

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

SoftMoE: Soft Differentiable Routing for Mixture-of-Experts in LLMs

In Poster Session 5

Mikołaj Zasada ⋅ Łukasz Struski ⋅ Jacek Tabor ⋅ Marcin Kurdziel

[ Slides] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Beyond Sunk Costs: Boosting LLM Pre-training Efficiency via Orthogonal Growth of Mixture-of-Experts

In Poster Session 5

Ruizhe Wang ⋅ Yucheng Ding ⋅ Xiao Liu ⋅ Yaoxiang Wang ⋅ Peng CHENG ⋅ Baining Guo ⋅ Zheng-Jun Zha ⋅ Yeyun Gong

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

MergeMix: Optimizing Mid-Training Data Mixtures via Learnable Model Merging

In Poster Session 5

Jiapeng Wang ⋅ Changxin Tian ⋅ Kunlong Chen ⋅ ziqi liu ⋅ Jiaxin Mao ⋅ Xin Zhao ⋅ Zhiqiang Zhang ⋅ JUN ZHOU

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

One LR Doesn’t Fit All: Heavy-Tail Guided Layerwise Learning Rates for LLMs

In Poster Session 5

Di He ⋅ Songjun Tu ⋅ Keyu Wang ⋅ Lu Yin ⋅ Shiwei Liu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

LEAP: Zone-Aware MCTS for LLM Self-Speculative Decoding

In Poster Session 5

LeiQuan Zheng ⋅ Yuan Liu

[ Slides] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Heterogeneous Customizable Personalized Federated Fine-Tuning Approach for Large Language Models

In Poster Session 5

xin tong ⋅ Baojiang cui

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Capacity without Access: Reinterpreting the Mid-Depth Spectral Plateau in LLMs

In Poster Session 5

Seong-Min Kang ⋅ Woo-Seong Yun ⋅ Nahyun Lee ⋅ Yoon-Sik Cho

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Scaling-Aware Adapter for Structure-Grounded LLM Reasoning

In Poster Session 5

Zihao Jing ⋅ QIUHAO Zeng ⋅ Ruiyi Fang ⋅ Yan Li ⋅ Yan Sun ⋅ Boyu Wang ⋅ Pingzhao Hu

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Pushing the Boundaries of Natural Reasoning: Interleaved Bonus from Formal-Logic Verification

In Poster Session 5

Chuxue Cao ⋅ Jinluan Yang ⋅ Haoran Li ⋅ Kunhao Pan ⋅ Zijian Zhao ⋅ Zhengyu Chen ⋅ Yuchen Tian ⋅ Lijun Wu ⋅ Conghui He ⋅ Sirui Han ⋅ Yike Guo

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

ReMoE: Boosting Expert Reuse through Router Fine-Tuning in Memory-Constrained MoE LLM Inference

In Poster Session 5

Xiongwei Zhu ⋅ Xiaojian Liao ⋅ Tianyang Jiang ⋅ Yusen Zhang ⋅ Liang Wang ⋅ Limin Xiao

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Beyond Logits: Metastable Latent Dynamics for Sample-Efficient Best-of-N Selection in LLMs

In Poster Session 5

Xinrong Li ⋅ Zidong Zhou ⋅ Keyu Shen ⋅ Wenhao Zhou ⋅ Shangqi Guo

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

EAGer: Entropy-Aware GEneRation for Adaptive Inference-Time Scaling

In Poster Session 5

Daniel Scalena ⋅ Leonidas Zotos ⋅ Elisabetta Fersini ⋅ Malvina Nissim ⋅ Ahmet Üstün

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Op-CAD: Benchmarking and Investigating Operation-oriented CAD Generation

In Poster Session 5

Yixue Bai ⋅ Yufei Gu ⋅ Zeke Xie

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Where Signals Are Sparse, We Synthesize: Reinforcing Self-Corrective Reasoning in Vision–Language Models via Rollout Augmentation

In Poster Session 5

Yi Ding ⋅ Ziliang Qiu ⋅ Bolian Li ⋅ Ruqi Zhang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Towards One-to-Many Temporal Grounding

In Poster Session 5

Qi Xu ⋅ Tan Yue ⋅ Shihao Chen ⋅ Jiahao Meng ⋅ Anran Wang ⋅ Shunping Ji ⋅ Hao Fei ⋅ Xiangtai Li

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

DV-World: Benchmarking Data Visualization Agents in Real-World Scenarios

In Poster Session 5

Jinxiang Meng ⋅ Shaoping Huang ⋅ Fangyu Lei ⋅ Jingyu Guo ⋅ Haoxiang Liu ⋅ Jiahao Su ⋅ Sihan Wang ⋅ Yao Wang ⋅ Enrui Wang ⋅ Ye Yang ⋅ Hongze Chai ⋅ Jinming Lyu ⋅ Anbang Yu ⋅ Huangjing Zhang ⋅ Yitong Zhang ⋅ Yiming Huang ⋅ Zeyao Ma ⋅ Shizhu He ⋅ Jun Zhao ⋅ Kang Liu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

CrispEdit: Low-Curvature Projections for Scalable Non-Destructive LLM Editing

In Poster Session 5

Zarif Ikram ⋅ Arad Firouzkouhi ⋅ Stephen Tu ⋅ Mahdi Soltanolkotabi ⋅ Paria Rashidinejad

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

ReQAT: Achieving Full-Precision Reasoning Accuracy with 4-bit Floating-Point Quantization-Aware Training

In Poster Session 5

Janghwan Lee ⋅ Sihwa Lee ⋅ Jinseok Kim ⋅ Yongjik Kim ⋅ Jieun Lim ⋅ Jinwook Oh ⋅ Jungwook Choi

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

DAG-MoE: From Simple Mixture to Structural Aggregation in Mixture-of-Experts

In Poster Session 5

Jiarui Feng ⋅ Hanqing Zeng ⋅ Karish Grover ⋅ Ruizhong Qiu ⋅ Yinglong Xia ⋅ Qiang Zhang ⋅ Qifan Wang ⋅ Ren Chen ⋅ Dongqi Fu ⋅ Jiayi Liu ⋅ Zhuokai Zhao ⋅ Xiangjun Fan ⋅ Benyu Zhang ⋅ Yixin Chen

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

$\phi$-Balancing for Mixture-of-Experts Training

In Poster Session 5

Lizhang Chen ⋅ Jonathan Li ⋅ Qi Wang ⋅ Runlong Liao ⋅ Shuozhe Li ⋅ Chen Liang ⋅ Ni Lao ⋅ qiang liu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

LoKiFormer: Locality-aware Attention with Decoupled Knowledge Memory for Efficient Large Language Model Pretraining

In Poster Session 5

Zimo Liu ⋅ Qiuwu Chen ⋅ Yuchen Li ⋅ Ying Sun ⋅ Yifan Zhang ⋅ Zhijie Qiu ⋅ Zeng You ⋅ Ryan Dong ⋅ Simeng Ma ⋅ Yaofo Chen ⋅ Mingkui Tan

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

UniScale: Adaptive Unified Inference Scaling via Online Joint Optimization of Model Routing and Test-Time Scaling

In Poster Session 5

Kaiyu Huang ⋅ Xingyu Wang ⋅ Mingze Kong ⋅ Zhubo Shi ⋅ Yuqian Hou ⋅ Hong Xu ⋅ Zhongxiang Dai ⋅ Minchen Yu ⋅ Qingjiang Shi

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

One-shot Entropy Minimization for Language Model Reasoning

In Poster Session 5

Zitian Gao ⋅ Yilong Chen ⋅ Haoming Luo ⋅ Joey Zhou ⋅ Bryan Dai

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

UMEM: Unified Memory Extraction and Management Framework for Generalizable Memory

In Poster Session 5

Yongshi Ye ⋅ Hui Jiang ⋅ Feihu Jiang ⋅ Tian Lan ⋅ Yichao Du ⋅ Biao Fu ⋅ Xiaodong Shi ⋅ Qianghuai Jia ⋅ Longyue Wang ⋅ Weihua Luo

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Bridging On-Device and Cloud LLMs for Collaborative Reasoning: A Unified Methodology for Local Routing and Post-Training

In Poster Session 5

Wenzhi Fang ⋅ Dong-Jun Han ⋅ Liangqi Yuan ⋅ Evan Chen ⋅ Christopher G. Brinton

[ Slides] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

PRISM: Demystifying Retention and Interaction in Mid-Training

In Poster Session 5

Bharat Runwal ⋅ Ashish Agrawal ⋅ Anurag Roy ⋅ Rameswar Panda

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Propose, Solve, Verify: Self-Play Through Formal Verification

In Poster Session 5

Alex Wilf ⋅ Pranjal Aggarwal ⋅ Bryan Parno ⋅ Daniel Fried ⋅ Louis-Philippe Morency ⋅ Paul Pu Liang ⋅ Sean Welleck

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Deep Pre-Alignment for VLMs

In Poster Session 5

Tianyu Yu ⋅ Kechen Fang ⋅ Zihao Wan ⋅ Kaidong Zhang ⋅ Yicheng Zhang ⋅ Jun Song ⋅ Bo Zheng ⋅ Yuan Yao

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Critique-Guided Distillation for Robust Reasoning via Refinement

In Poster Session 5

Berkcan Kapusuzoglu ⋅ Supriyo Chakraborty ⋅ Zain Sarwar ⋅ Michael Lee ⋅ Sambit Sahu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Video-OPD: Efficient Post-Training of Multimodal Large Language Models for Temporal Video Grounding via On-Policy Distillation

In Poster Session 5

Jiaze Li ⋅ Hao Yin ⋅ Haoran Xu ⋅ Boshen Xu ⋅ Wenhui Tan ⋅ Zewen He ⋅ Jianzhong Ju ⋅ Zhenbo Luo ⋅ Jian Luan

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Skip a Layer or Loop It? Learning Program-of-Layers in LLMs

In Poster Session 5

Ziyue Li ⋅ Yang Li ⋅ Tianyi Zhou

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Convex Optimization for Alignment and Preference Learning on a Single GPU

In Poster Session 5

Miria Feng ⋅ Mert Pilanci

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

BLISS: A Lightweight Bilevel Influence Scoring Method for Data Selection in Language Model Pretraining

In Poster Session 5

Jie Hao ⋅ Rui Yu ⋅ Wei Zhang ⋅ Huixia Judy Wang ⋅ Jie Xu ⋅ Mingrui Liu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Context Tuning for In-Context Optimization

In Poster Session 5

Jack Lu ⋅ Ryan Teehan ⋅ Zhenbang Yang ⋅ Mengye Ren

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Many-Shot CoT-ICL: Making In-Context Learning Truly Learn

In Poster Session 5

Tsz Ting Chung ⋅ Lemao Liu ⋅ Mo Yu ⋅ Dit-Yan Yeung

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning

In Poster Session 5

Tong Wu ⋅ Michael Liu ⋅ Jun Bai ⋅ Zixia Jia ⋅ Shuyi Zhang ⋅ Ziyong Lin ⋅ Yanting Wang ⋅ Song-Chun Zhu ⋅ Zilong Zheng

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

TRACE: Toulmin-based Reasoning Assessment through Constructive Elements for LLM CoT Evaluation

In Poster Session 5

Yundong Kim ⋅ Heyoung Yang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

ConPress: Learning Efficient Reasoning from Multi-Question Contextual Pressure

In Poster Session 5

Jie Deng ⋅ Shining Liang ⋅ Jun Li ⋅ Hongzhi Li ⋅ Yutao Xie

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Strategy Executability in Mathematical Reasoning: Leveraging Human–Model Differences for Effective Guidance

In Poster Session 5

Weida Liang ⋅ Yiyou Sun ⋅ Shuyuan Nan ⋅ Chuang Li ⋅ Dawn Song ⋅ Kenji Kawaguchi

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

LARFT: Closing the Cognition-Action Gap for Length Instruction Following in Large Language Models

In Poster Session 5

Wei Zhang ⋅ Lintong Du ⋅ yuanhe zhang ⋅ Zhenhong Zhou ⋅ Kun Wang ⋅ Li Sun ⋅ Sen Su

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

HGMem: Hypergraph-based Working Memory to Improve Multi-step RAG for Long-Context Complex Relational Modeling

In Poster Session 5

Chulun Zhou ⋅ Chunkang Zhang ⋅ Guoxin Yu ⋅ Fandong Meng ⋅ Jie Zhou ⋅ Wai Lam ⋅ Mo Yu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Curriculum-Guided Layer Scaling for Language Model Pretraining

In Poster Session 5

Karanpartap Singh ⋅ Neil Band ⋅ Ehsan Adeli

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Exploring Relational Reasoning Capabilities in LLMs with REL

In Poster Session 5

Lukas Fesser ⋅ Yasha Ektefaie ⋅ Ada Fang ⋅ Sham Kakade ⋅ Marinka Zitnik

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

SuCo: Sufficiency-guided Continuous Adaptive Reasoning

In Poster Session 5

Jiahao Wang ⋅ Bingyu Liang ⋅ Chenhao Hu ⋅ Longhui Zhang ⋅ Xuebo Liu ⋅ Min zhang ⋅ Jing Li ⋅ Xuelong Li

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

From Seeing to Thinking: Decoupling Perception and Reasoning Improves Post-Training of Vision-Language Models

In Poster Session 5

Juncheng Wu ⋅ Hardy Chen ⋅ Haoqin Tu ⋅ Xianfeng Tang ⋅ Freda Shi ⋅ Hui Liu ⋅ Hanqing Lu ⋅ Cihang Xie ⋅ Yuyin Zhou

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

The Quality-Utility Paradox: Why High-Reward Data Impairs Small Model Reasoning

In Poster Session 5

Haolong Qian ⋅ Xianliang Yang ⋅ Ma yinuo ⋅ Lirong Che ⋅ Feng Lu ⋅ Ye Guo ⋅ Lei Song ⋅ Jiang Bian ⋅ Chun Yuan

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Modeling Hierarchical Thinking in Large Reasoning Models

In Poster Session 5

G M Shahariar ⋅ Erfan Shayegani ⋅ Ali Nazari ⋅ Nael Abu-Ghazaleh

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

PLANTAIN: Plan-Answer Interleaved Reasoning

In Poster Session 5

Anthony Liang ⋅ Jonathan Berant ⋅ Adam Fisch ⋅ Abhimanyu Goyal ⋅ Kalpesh Krishna ⋅ Jacob Eisenstein

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Short Chains, Deep Thoughts: Balancing Reasoning Efficiency and Intra-Segment Capability via Split-Merge Optimization

In Poster Session 5

Runquan Gui ⋅ Jie Wang ⋅ Zhihai Wang ⋅ Chi Ma ⋅ Jianye Hao ⋅ Feng Wu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

EDCO: Dynamic Curriculum Orchestration for Domain-specific Large Language Model Fine-tuning

In Poster Session 5

Jing-Cheng Pang ⋅ Sun Liu ⋅ Chang Zhou ⋅ txan ⋅ Haichuan Ma ⋅ KUN JIANG ⋅ Jianlong Wang ⋅ Kai Zhang ⋅ Sijie Wu ⋅ Haoran Cai ⋅ Chenwei Wu ⋅ Xubin Li ⋅ Xin Chen

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Perceptual Flow Network for Visually Grounded Reasoning

In Poster Session 5

Yangfu Li ⋅ Yuning Gong ⋅ Hongjian Zhan ⋅ Teng Li ⋅ Yuanhuiyi Lyu ⋅ Tianyi Chen ⋅ Qi Liu ⋅ Ziyuan Huang ⋅ Zhihang Zhong ⋅ DanDan Zheng ⋅ Yue Lu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Didactic to Constructive: Turning Expert Solutions into Learnable Reasoning

In Poster Session 5

Ethan Mendes ⋅ Jungsoo Park ⋅ Alan Ritter

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Beyond Scalars: Evaluating and Understanding LLM Reasoning via Geometric Progress and Stability

In Poster Session 5

Xinyan Jiang ⋅ Ninghao Liu ⋅ Di Wang ⋅ Lijie Hu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories

In Poster Session 5

Tianlong Wang ⋅ Yuhang Wang ⋅ Weibin Liao ⋅ Xin Gao ⋅ Xinyu Ma ⋅ Yang Lin ⋅ Yasha Wang ⋅ Liantao Ma

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Small Generalizable Prompt Predictive Models Can Steer Efficient RL Post-Training of Large Reasoning Models

In Poster Session 5

Yun Qu ⋅ Cheems Wang ⋅ Yixiu Mao ⋅ Heming Zou ⋅ Yuhang Jiang ⋅ Weijie Liu ⋅ Clive Bai ⋅ Kai Yang ⋅ Yangkun Chen ⋅ Saiyong Yang ⋅ Xiangyang Ji

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Teaching Models to Teach Themselves: Reasoning at the Edge of Learnability

In Poster Session 5

Shobhita Sundaram ⋅ John Quan ⋅ Ariel Kwiatkowski ⋅ Kartik Ahuja ⋅ Yann Ollivier ⋅ Julia Kempe

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

DocVAL: Validated Chain-of-Thought Distillation for Grounded Document VQA

In Poster Session 5

Pinaki Prasad Guha Neogi ⋅ Ahmad Mohammadshirazi ⋅ Ser-Nam Lim ⋅ Rajiv Ramnath

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models

In Poster Session 5

Charlie Zhang ⋅ Graham Neubig ⋅ Xiang Yue

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Thinking in Latent Space: Progressive Multimodal Simplification for Visual Reasoning

In Poster Session 5

Yuesen Tang ⋅ Yiming Yang ⋅ Tengfei Bao ⋅ Yu Tong

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

How to Fine-Tune a Reasoning Model? A Teacher–Student Cooperation Framework to Synthesize Student-Consistent SFT Data

In Poster Session 5

Zixian Huang ⋅ Kaichen Yang ⋅ Xu Huang ⋅ Feiyang Hao ⋅ Qiming Ge ⋅ Bowen Li ⋅ He Du ⋅ Kai Chen ⋅ Qipeng Guo

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Which Reasoning Traces Are Worth Generating Further? Data Curation for Training Reasoning Models

In Poster Session 5

Hongyi Jin ⋅ Wenhan Yang ⋅ Meysam Ghaffari ⋅ Carlos Morato ⋅ Baharan Mirzasoleiman

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

HyPER: Bridging Exploration and Exploitation for Scalable LLM Reasoning with Hypothesis Path Expansion and Reduction

In Poster Session 5

Shengxuan Qiu ⋅ Haochen Huang ⋅ Shuzhang Zhong ⋅ Pengfei Zuo ⋅ Meng Li

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Scaling Prompt Synthesis for Large Language Model Reasoning

In Poster Session 5

Xueliang Zhao ⋅ Wei Wu ⋅ Jian Guan ⋅ Zhuocheng Gong ⋅ Lingpeng Kong

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Reasoning Compartmentalization: Bridging the Concretization Gap via Abstraction-based Routing

In Poster Session 5

Ling-I Wu ⋅ Jian Tong ⋅ Yu Sun ⋅ Xuan Gao ⋅ Xu Guo ⋅ Guoqiang Li ⋅ Qipeng Guo ⋅ Kai Chen

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

DTKG: Dual-Track Knowledge Graph-Verified Reasoning Framework for Multi-Hop QA

In Poster Session 5

Changhao Wang ⋅ Yanfang Liu ⋅ Xinxin Fan ⋅ Lanzhi Zhou ⋅ Ao Tian ⋅ Yunfeng Lu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Deep networks learn to parse uniform-depth context-free languages from local statistics

In Poster Session 5

Jack T. Parley ⋅ Francesco Cagnetta ⋅ Matthieu Wyart

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Robust Causal Discovery in Real-World Time Series with Power-Laws

In Poster Session 5

Matteo Tusoni ⋅ Giuseppe Masi ⋅ Andrea Coletta ⋅ Aldo Glielmo ⋅ Viviana Arrigoni ⋅ Novella Bartolini

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Anti-causal domain generalization: Leveraging unlabeled data

In Poster Session 5

Sorawit Saengkyongam ⋅ Juan L. Gamella ⋅ Andrew Miller ⋅ Jonas Peters ⋅ Nicolai Meinshausen ⋅ Christina Heinze-Deml

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Addressing Instrument-Outcome Confounding in Mendelian Randomization through Representation Learning

In Poster Session 5

Shimeng Huang ⋅ Matthew Robinson ⋅ Francesco Locatello

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Conditional Distributional Treatment Effects: Doubly Robust Estimation and Testing

In Poster Session 5

Saksham Jain ⋅ Alex Luedtke

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Modeling Covariate Transition for Efficient Estimation of Longitudinal Treatment Effects in Randomized Experiments

In Poster Session 5

Naoki Chihara ⋅ Tatsushi Oka ⋅ Yasuko Matsubara ⋅ Yasushi Sakurai ⋅ Shota Yasui

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Relational Structural Causal Models

In Poster Session 5

Adiba Ejaz ⋅ Elias Bareinboim

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

DISCO: Mitigating Bias in Deep Learning with Conditional Distance Correlation

In Poster Session 5

Emre Kavak ⋅ Tom Nuno Wolf ⋅ Christian Wachinger

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Spatial Deconfounder: Interference-Aware Deconfounding for Spatial Causal Inference

In Poster Session 5

Ayush Khot ⋅ Miruna Oprescu ⋅ Maresa Schröder ⋅ Ai Kagawa ⋅ Xihaier Luo

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Use What You Know: Causal Foundation Models with Partial Graphs

In Poster Session 5

Arik Reuter ⋅ Anish Dhir ⋅ Cristiana Diaconu ⋅ Jake Robertson ⋅ Ole Ossen ⋅ Frank Hutter ⋅ Adrian Weller ⋅ Mark van der Wilk ⋅ Bernhard Schölkopf

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Many Experiments, Few Repetitions, Unpaired Data, and Sparse Effects: Is Causal Inference Possible?

In Poster Session 5

Felix Schur ⋅ Niklas Pfister ⋅ Peng Ding ⋅ Sach Mukherjee ⋅ Jonas Peters

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Treatment Responder Classification with Abstention

In Poster Session 5

Haoxiang Wang ⋅ Haoxuan Li ⋅ Ziyan Wang ⋅ Zhiheng Zhang ⋅ Aoqi Zuo ⋅ Erdun Gao ⋅ Kun Zhang ⋅ Mingming Gong

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Distributionally Robust Causal Abstractions

In Poster Session 5

Yorgos Felekis ⋅ Theodoros Damoulas ⋅ Paris Giampouras

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Evaluating bivariate causal statements based on mutual compatibility

In Poster Session 5

Erik Jahn ⋅ Dominik Janzing

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Unveiling Prior-data Fitted Networks on Causal Effect Estimation: Pre-training or Finetuning?

In Poster Session 5

Haotian Wang ⋅ Xinpeng Lv ⋅ Hao Zou ⋅ Yanghao Xiao ⋅ Shanzhi Gu ⋅ Yang Shi ⋅ Yunxin Mao ⋅ Yuanxing Zhang ⋅ Mingyang Geng ⋅ Shaowu Yang ⋅ Haoxuan Li ⋅ Wenjing Yang ⋅ Peng Cui ⋅ Zhouchen Lin

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Identifiable Nonlinear Differentiable Causal Discovery via Independence and Adaptive Group Sparsity

In Poster Session 5

Ruicong Yao ⋅ Tim Verdonck ⋅ Mihaela van der Schaar ⋅ Jakob Raymaekers

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Multi-Accurate CATE is Robust to Unknown Covariate Shifts

In Poster Session 5

Christoph Kern ⋅ Michael Kim ⋅ Angela Zhou

[ URL] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Uncovering Bias Mechanisms in Observational Studies

In Poster Session 5

Ilker Demirel ⋅ Zeshan Hussain ⋅ Piersilvio De Bartolomeis ⋅ David Sontag

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Causal discovery for time series with endogenous context variables

In Poster Session 5

Oana-Iuliana Popescu ⋅ Wiebke Günther ⋅ Martin Rabel ⋅ Jakob Runge

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

CausalProfiler: Generating Synthetic Benchmarks for Rigorous and Transparent Evaluation of Causal Machine Learning

In Poster Session 5

Panayiotis Panayiotou ⋅ Audrey Poinsot ⋅ Alessandro Leite ⋅ Nicolas CHESNEAU ⋅ Marc Schoenauer ⋅ Özgür Şimşek

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Causal Matrix Completion under Multiple Treatments via Mixed Synthetic Nearest Neighbors

In Poster Session 5

Minrui Luo ⋅ Zhiheng Zhang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Interventional Processes For Causal Uncertainty Quantification

In Poster Session 5

Hugh Dance ⋅ Peter Orbanz ⋅ Arthur Gretton

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

NBCG: Nash-Bargained Causal Game for Long-Tailed Multi-Label NLP

In Poster Session 5

Jing Yang ⋅ Jusheng Zhang ⋅ Keze Wang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Off-Policy Evaluation Beyond Overlap under Network Interference

In Poster Session 5

Ziyan Wang ⋅ Yiran Liu ⋅ Zhiheng Zhang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Budgeted Active Experimentation for Treatment Effect Estimation from Observational and Randomized Data

In Poster Session 5

Jiacan Gao ⋅ Xinyan Su ⋅ Mingyuan Ma ⋅ Yiyan HUANG ⋅ Xiao Xu ⋅ Xinrui Wan ⋅ Tianqi Gu ⋅ Enyun Yu ⋅ Jiecheng Guo ⋅ Zhiheng Zhang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Personalized Policy Learning through Discrete Experimentation

In Poster Session 5

Zhiqi Zhang ⋅ Zhiyu Zeng ⋅ Ruohan Zhan ⋅ Dennis Zhang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Smooth Multi-Policy Causal Effect Estimation in Longitudinal Settings

In Poster Session 5

Wenxin Chen ⋅ Weishen Pan ⋅ Kyra Gan ⋅ Fei Wang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

A Recursive Decomposition Framework for Causal Structure Learning in the Presence of Latent Variables

In Poster Session 5

Zheng Li ⋅ Feng Xie ⋅ Shenglan Nie ⋅ Xichen Guo ⋅ Ruxin Wang ⋅ Hao Zhang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Doubly Robust Distributionally Robust Offline Contextual Pricing

In Poster Session 5

Min Xu ⋅ Xinyi Yin ⋅ Caihua Chen ⋅ Yuxuan Han ⋅ Houcai Shen ⋅ Yunfan Zhang

[ Slides] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Root Cause Analysis of Failures in Microservices via Bayesian Root Cause Discovery

In Poster Session 5

Kenneth Lee ⋅ Zihan Zhou ⋅ Murat Kocaoglu

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Federated Causal Inference on Multi-Site Observational Data via Propensity Score Aggregation

In Poster Session 5

Rémi Khellaf ⋅ Aurélien Bellet ⋅ julie Josse

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Causal Fine-Tuning under Latent Confounded Shift

In Poster Session 5

Jialin Yu ⋅ Yuxiang Zhou ⋅ Haoxuan Li ⋅ Junchi Yu ⋅ Mengyue Yang ⋅ Yulan He ⋅ Nevin Zhang ⋅ Phil Torr ⋅ Ricardo Silva

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Multi-View Causal Discovery without Non-Gaussianity: Identifiability and Algorithms

In Poster Session 5

Ambroise Heurtebise ⋅ Lemir Omar Chehab ⋅ Pierre Ablin ⋅ Alexandre Gramfort ⋅ Aapo Hyvarinen

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Spiked-CFR: Causal Representation Learning from LLMs via Wasserstein Projection Pursuit

In Poster Session 5

Shuiguang Deng ⋅ Hengyu Yue ⋅ Yu Bowen ⋅ Weiming Liu ⋅ Zongxin Yang ⋅ Xuyun Zhang ⋅ Xiaolin Zheng ⋅ Chaochao Chen ⋅ Shuiguang Deng

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Toward Scalable and Valid Conditional Independence Testing with Spectral Representations

In Poster Session 5

Alek Fröhlich ⋅ Vladimir Kostic ⋅ Karim Lounici ⋅ Daniel Rodrigues Perazzo ⋅ Daniel Tiezzi ⋅ Massimiliano Pontil

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

MiniMax Learning of Interpretable Factored Stochastic Policies from Conjoint Data, with Uncertainty Quantification

In Poster Session 5

Connor T T Jerzak ⋅ Priyanshi Chandra ⋅ Rishi Hazra

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Nonlinear Covariate Balance in Experimental Design

In Poster Session 5

Qing Chen ⋅ Peng Zhang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Formalizing and Falsifying Causal Pathways of Rare Events

In Poster Session 5

Anahita Haghighat ⋅ Dominik Janzing

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Position: Causality is Key for Interpretability Claims to Generalise

In Poster Session 5

Shruti Joshi ⋅ Aaron Mueller ⋅ David Klindt ⋅ Wieland Brendel ⋅ Dhanya Sridhar ⋅ Patrik Reizinger

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

SCOUT: Cyclic Causal Discovery Under Soft Interventions with Unknown Targets

In Poster Session 5

Alpar Turkoglu ⋅ Muralikrishnna Guruswamy Sethuraman ⋅ Faramarz Fekri

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Identifiability of Causal Graphs under Non-Additive Conditionally Parametric Causal Models

In Poster Session 5

Juraj Bodik ⋅ Valérie Chavez-Demoulin

[ JMLR]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Streaming Covariate Balancing via Discrepancy-Based Feature Coresets

In Poster Session 5

YiXin Ren ⋅ Chenghou Jin ⋅ Yewei Xia ⋅ Zichuan Lin ⋅ Deheng Ye ⋅ Hao Zhang ⋅ Jihong Guan ⋅ Shuigeng Zhou

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Position: Mechanisms for Aggregated Individual Reporting Should be Established for Post-Deployment Evaluation

In Poster Session 5

Jessica Dai ⋅ Inioluwa Raji ⋅ Benjamin Recht ⋅ Irene Y. Chen

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

SPARe: Stacked Parallelism with Adaptive Reordering for Fault-Tolerant LLM Pretraining Systems with 100k+ GPUs

In Poster Session 5

Jin Lee ⋅ Zhonghao Chen ⋅ Xuhang He ⋅ Robert Underwood ⋅ Bogdan Nicolae ⋅ Franck Cappello ⋅ Xiaoyi Lu ⋅ Sheng Di ⋅ Zheng Zhang

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Solving Time-Dependent Differential Equations with Physical Dynamical Systems

In Poster Session 5

Chuan Liu ⋅ Yijie Chen ⋅ Ruibing Song ⋅ Wenhao Huang ⋅ Chunshu Wu ⋅ Deqian Kong ⋅ Ying Nian Wu ⋅ Kaiyuan Yang ⋅ Ang Li ⋅ Tony Geng

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Prefix cache aware data reordering for LLM augmented database analytics

In Poster Session 5

Yingze Li ⋅ dong wang ⋅ Yiming Guo ⋅ Yao Chen ⋅ Hongzhi Wang ⋅ Bingsheng He

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

HelioX: A GPU-Native Framework for Simulation and Training of Biophysically Detailed Networks

In Poster Session 5

Junfeng Lu ⋅ Zijie Yu ⋅ SHAOYANG CUI ⋅ Gan He ⋅ Ruiqin Xiong ⋅ Kai Du ⋅ Tiejun Huang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

BubbleSpec: Turning Long-Tail Bubbles into Speculative Rollout Drafts for Synchronous Reinforcement Learning

In Poster Session 5

yuhang xu ⋅ Kaibin Tian ⋅ Yang Tian ⋅ Zhice Yang ⋅ Yifeng Yu ⋅ Yan Li ⋅ Shengzhong Liu ⋅ Fan Wu ⋅ Guihai Chen

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

FOCUS: DLLMs Know How to Tame Their Compute Bound

In Poster Session 5

Kaihua Liang ⋅ Xin Tan ⋅ An Zhong ⋅ Hong Xu ⋅ Marco Canini

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Not All Prefills Are Equal: PPD Disaggregation for Multi-turn LLM Serving

In Poster Session 5

Zongze Li ⋅ Jingyu Liu ⋅ Zach Xu ⋅ Yineng Zhang ⋅ Tahseen Rabbani ⋅ Ce Zhang

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

cuRegOT: A GPU-Accelerated Solver for Entropic-Regularized Optimal Transport

In Poster Session 5

Yixuan Qiu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

CONTINUUM: Restoring the Contiguous Tensor Abstraction Efficiently for Dynamic AI Workloads via Hardware Virtualization

In Poster Session 5

Yangyu Zhang ⋅ shuoming zhang ⋅ Chunwei Xia ⋅ Shuaijiang Li ⋅ Zhicheng Li ⋅ Ruiyuan Xu ⋅ Zheming Yang ⋅ Lei Chen ⋅ YUAN WEN ⋅ Guangli Li ⋅ Xiaobing Feng ⋅ Huimin Cui ⋅ Jiacheng Zhao

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Genome-Factory: A Library for Tuning, Deploying, and Interpreting Genomic Foundation Models

In Poster Session 5

Weimin Wu ⋅ Xuefeng Song ⋅ Yibo Wen ⋅ Qinjie Lin ⋅ Zhihan Zhou ⋅ Jerry Yao-Chieh Hu ⋅ Zhong Wang ⋅ Han Liu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

DuetServe: Harmonizing Prefill and Decode for LLM Serving via Adaptive GPU Multiplexing

In Poster Session 5

Lei Gao ⋅ Chaoyi Jiang ⋅ Hossein Entezari Zarch ⋅ Daniel Wong ⋅ Mark D. HIll ⋅ Murali Annavaram

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Ekka: Automated Diagnosis of Silent Errors in LLM Inference

In Poster Session 5

Yile Gu ⋅ Zhen Zhang ⋅ Shaowei Zhu ⋅ Xinwei Fu ⋅ Jun Wu ⋅ Yida Wang ⋅ Baris Kasikci

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

From Volume to Value: Preference-Aligned Memory Construction for On-Device RAG

In Poster Session 5

Changmin Lee ⋅ Jaemin Kim ⋅ Taesik Gong

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

PyHealth 2.0: A Comprehensive Open-Source Toolkit for Accessible and Reproducible Clinical Deep Learning

In Poster Session 5

John Wu ⋅ Yongda Fan ⋅ Zhenbang Wu ⋅ Paul Landes ⋅ Eric Schrock ⋅ Sayeed Sajjad Razin ⋅ Arjun Chatterjee ⋅ Naveen Baskaran ⋅ Joshua Steier ⋅ Andrea Fitzpatrick ⋅ Bilal Arif ⋅ Rian Atri ⋅ Jathurshan Pradeepkumar ⋅ Siddhartha Laghuvarapu ⋅ Junyi Gao ⋅ Adam Cross ⋅ Jimeng Sun

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Two-Stage Unit Tying for Simplifying Differentiable Logic Gate Networks

In Poster Session 5

Seungheon Lee ⋅ Jeongmin Sun ⋅ Jaeyong Chung

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Graph is a Natural Regularization: Revisiting Vector Quantization for Graph Representation Learning

In Poster Session 5

Zian Zhai ⋅ Fan Li ⋅ Xingyu Tan ⋅ Xiaoyang Wang ⋅ Wenjie Zhang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

ElicitR: Unlocking Latent Reasoning in Dense Retrievers via Generative Regularization

In Poster Session 5

Fengyu Cai ⋅ Iryna Gurevych ⋅ Heinz Koeppl

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

HiPPO Zoo: Making Implicit State Space Memory Explicit

In Poster Session 5

Jack Goffinet ⋅ Casey Hanks ⋅ David Carlson

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Progressive Graph Structure Adjustment for Homophily Shift Adaptation

In Poster Session 5

Hongwei Wen ⋅ Can Zhang ⋅ Haoyu He ⋅ Hanyuan Hang ⋅ Minglong Lei

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

MuLoCo: Muon is a Practical Inner Optimizer for DiLoCo

In Poster Session 5

Benjamin Thérien ⋅ Xiaolong Huang ⋅ Aaron Defazio ⋅ Irina Rish ⋅ Eugene Belilovsky

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Colorful Pinball: Density-Weighted Quantile Regression for Conditional Guarantee of Conformal Prediction

In Poster Session 5

Qianyi Chen ⋅ Bo Li

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Transformed Latent Variable Multi-Output Gaussian Processes

In Poster Session 5

Xiaoyu Jiang ⋅ Xinxing Shi ⋅ Sokratia Georgaka ⋅ Magnus Rattray ⋅ Mauricio Álvarez

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Prediction-Powered Risk Monitoring of Deployed Models for Detecting Harmful Distribution Shifts

In Poster Session 5

Guangyi Zhang ⋅ Yunlong Cai ⋅ Guanding Yu ⋅ Osvaldo Simeone

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Column Thresholding for Sparse Spiked Wigner Models: Improved Signal Strength Requirements

In Poster Session 5

Jian-Feng Cai ⋅ Zhuozhi XIAN ⋅ Jiaxi Ying

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Trajectory-Aware Heuristic Learning for Combinatorial Search

In Poster Session 5

Mustafa Seddiqi ⋅ Tiberiu Popa ⋅ Marta Kersten-Oertel

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Geometry-Aware Probabilistic Circuits via Voronoi Tessellations

In Poster Session 5

Sahil Sidheekh ⋅ Sriraam Natarajan

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Exact and Approximate Algorithms for Polytree Learning

In Poster Session 5

Juha Harviainen ⋅ Frank Sommer ⋅ Manuel Sorge

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

SCORE: A Unified Framework for Overshoot Refund in Online FDR Control

In Poster Session 5

Qi Kuang ⋅ Bowen Gang ⋅ Yin Xia

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

On the Identifiability of Poisson Branching Structural Causal Model Under Latent Confounding

In Poster Session 5

Jie Qiao ⋅ Zihuai Zeng ⋅ Ruichu Cai ⋅ Zhengming Chen ⋅ Zhifeng Hao

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Rethinking the Design Space of Reinforcement Learning for Diffusion Models: On the Importance of Likelihood Estimation Beyond Loss Design

In Poster Session 5

Jaemoo Choi ⋅ Yuchen Zhu ⋅ Wei Guo ⋅ Petr Molodyk ⋅ Bo Yuan ⋅ Jinbin Bai ⋅ Yi Xin ⋅ Molei Tao ⋅ Yongxin Chen

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Maximum-Likelihood Learning of Latent Dynamics Without Reconstruction

In Poster Session 5

Samo Hromadka ⋅ Kai Biegun ⋅ Lior Fox ⋅ James Heald ⋅ Maneesh Sahani

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Rethinking the Flow-based Gradual Domain Adaption: A Semi-Dual Optimal Transport Perspective

In Poster Session 5

Zhichao Chen ⋅ Zhan Zhuang ⋅ Yunfei Teng ⋅ Eric Wang ⋅ Fangyikang Wang ⋅ Zhengnan Li ⋅ Tianqiao Liu ⋅ Haoxuan Li ⋅ Zhouchen Lin

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Conformal Risk-Averse Decision Making with Action Conditional Guarantee

In Poster Session 5

Zihan Zhu ⋅ Shayan Kiyani ⋅ George Pappas ⋅ Hamed Hassani

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Avoid What You Know: Divergent Trajectory Balance for GFlowNets

In Poster Session 5

Pedro Dall’Antonia ⋅ Tiago Silva ⋅ Daniel Csillag ⋅ Salem Lahlou ⋅ Diego Mesquita

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Generalized Schrödinger Bridge on Graphs

In Poster Session 5

Panagiotis Theodoropoulos ⋅ Juno Nam ⋅ Evangelos Theodorou ⋅ Jaemoo Choi

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Learning to Bet for Horizon-Aware Anytime-Valid Testing

In Poster Session 5

Ege Onur Taga ⋅ Samet Oymak ⋅ Shubhanshu Shekhar

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Identifying Common Hubs in Multiple Gaussian Graphical Models

In Poster Session 5

José Á. Sánchez Gómez ⋅ Weibin Mo ⋅ Junlong Zhao ⋅ Yufeng Liu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Functional Adjoint Sampler: Scalable Sampling on Infinite Dimensional Spaces

In Poster Session 5

Byoungwoo Park ⋅ Juho Lee ⋅ Guan-Horng Liu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Epistemic Uncertainty Quantification for Pre-trained VLMs via Riemannian Flow Matching

In Poster Session 5

Li Ju ⋅ Mayank Nautiyal ⋅ Andreas Hellander ⋅ Ekta Vats ⋅ Prashant Singh

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

On the Effect of Misspecifying the Embedding Dimension in Low-rank Network Models

In Poster Session 5

Roddy Taing ⋅ Keith Levin

[ Slides] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Optimal structure learning and conditional independence testing

In Poster Session 5

Ming Gao ⋅ Yuhao Wang ⋅ Bryon Aragam

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Variational Routing: A Scalable Bayesian Framework for Calibrated Mixture-of-Experts Transformers

In Poster Session 5

Albus Li ⋅ Matthew Wicker

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Robust Stochastic Gradient Posterior Sampling with Lattice Based Discretisation

In Poster Session 5

Zier Mensch ⋅ Lars Holdijk ⋅ Samuel Duffield ⋅ Maxwell Aifer ⋅ Patrick Coles ⋅ Max Welling ⋅ Miranda C. N. Cheng

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Sparse Bayesian Deep Functional Learning with Structured Region Selection

In Poster Session 5

Xiaoxian Zhu ⋅ Yingmeng Li ⋅ Shuangge Ma ⋅ Mengyun Wu

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Is the Last Layer Sufficient for Uncertainty Quantification?

In Poster Session 5

Joseph Wilson ⋅ Chris van der Heide ⋅ Liam Hodgkinson ⋅ Fred Roosta

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Local MAP Sampling for Diffusion Models

In Poster Session 5

Shaorong Zhang ⋅ Rob Brekelmans ⋅ Greg Ver Steeg

[ Slides] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Bayesian Tensor Decomposition with Diffusion Model Prior

In Poster Session 5

Zerui Tao ⋅ Qibin Zhao

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

TabMGP: Martingale Posterior with TabPFN

In Poster Session 5

Kenyon Ng ⋅ Edwin Fong ⋅ David Frazier ⋅ Jeremias Knoblauch ⋅ Susan Wei

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

SURGE:Unbiased Data Assimilation for Diffusion Model via Particle Filtering

In Poster Session 5

Lifu Wei ⋅ Yinuo Ren ⋅ Naichen Shi ⋅ Yiping Lu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Efficient Bayesian Inference from Noisy Pairwise Comparisons

In Poster Session 5

Till Aczel ⋅ Lucas Theis ⋅ Roger Wattenhofer

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Bayesian model selection and misspecification testing in imaging inverse problems only from noisy and partial measurements

In Poster Session 5

Tom Sprunck ⋅ Marcelo Pereyra ⋅ Tobías Liaudat

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Tractable Expected Information Gains for Exponential Family Posteriors

In Poster Session 5

Rik Knowles ⋅ Tom Rainforth

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

ANCHOR: Abductive Network Construction with Hierarchical Orchestration for Reliable Probability Inference in Large Language Models

In Poster Session 5

Wentao Qiu ⋅ Guanran Luo ⋅ Zhongquan Jian ⋅ Jingqi Gao ⋅ Meihong Wang ⋅ Qingqiang Wu

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Position: Epistemic uncertainty estimation methods are fundamentally incomplete

In Poster Session 5

Sebastian Jimenez ⋅ Mira Juergens ⋅ Willem Waegeman

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Cooperative variance estimation and Bayesian neural networks disentangle aleatoric and epistemic uncertainties

In Poster Session 5

Jiaxiang Yi ⋅ Miguel Bessa

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Disentangling Latent Risk Pathways via Bayesian Hypergraph Inference

In Poster Session 5

Shengxian Ding ⋅ Haonan Gao ⋅ Pangpang Liu ⋅ Xinyuan Tian ⋅ Yize Zhao

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Tokenised Flow Matching for Hierarchical Simulation Based Inference

In Poster Session 5

Giovanni Charles ⋅ Cosmo Santoni ⋅ Seth Flaxman ⋅ Elizaveta Semenova

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Multi-Objective Bayesian Optimization via Adaptive $\varepsilon$-Constraint Decomposition

In Poster Session 5

Yaohong Yang ⋅ Sammie Katt ⋅ Samuel Kaski

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Richer Bayesian Last Layers with Subsampled NTK Features

In Poster Session 5

Sergio Calvo Ordoñez ⋅ Jonathan Plenk ⋅ Richard Bergna ⋅ Alvaro Cartea ⋅ Yarin Gal ⋅ Jose Miguel Hernandez-Lobato ⋅ Kamil Ciosek

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

An Evidential Route to Asymptotic Bayes Optimality under Sparsity

In Poster Session 5

Qiaoyu Liang ⋅ Haohua Chen ⋅ Zihan Zhu ⋅ Michael Evans

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Predictive variational inference: Learn the predictively optimal posterior distribution

In Poster Session 5

Jinlin Lai ⋅ Antonio Linero ⋅ Yuling Yao

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

The surprising strength of weak classifiers for validating neural posterior estimates

In Poster Session 5

Vansh Bansal ⋅ Tianyu Chen ⋅ James Scott

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Initialization is Half the Battle: Generating Diverse Images from a Guidance Potential Posterior

In Poster Session 5

Xiang Li ⋅ Dianbo Liu ⋅ Kenji Kawaguchi

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

TFTF: Training-Free Targeted Flow for Conditional Sampling

In Poster Session 5

Qianqian Qu ⋅ Jun Liu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Scalable Sampling via Generalized Fixed-Point Diffusion Matching

In Poster Session 5

Denis Blessing ⋅ Lorenz Richter ⋅ Julius Berner ⋅ Egor Malitskiy ⋅ Gerhard Neumann

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Thinned Mean Field Langevin Dynamics

In Poster Session 5

Zonghao Chen ⋅ Heishiro Kanagawa ⋅ Francois-Xavier Briol ⋅ Chris J Oates ⋅ Lester Mackey

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Accelerated Multiple Wasserstein Gradient Flows for Multi-objective Distributional Optimization

In Poster Session 5

DaiHai Nguyen ⋅ Duc-Dung NGUYEN ⋅ Atsuyoshi Nakamura ⋅ Hiroshi Mamitsuka

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Computationally-efficient Graph Modeling with Refined Graph Random Features

In Poster Session 5

Krzysztof Choromanski ⋅ Kumar Avinava Dubey ⋅ Arijit Sehanobish ⋅ Isaac Reid

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Efficient and Unbiased Sampling from Boltzmann Distributions via Variance-Tuned Diffusion Models

In Poster Session 5

Fengzhe Zhang ⋅ Laurence Midgley ⋅ Jose Miguel Hernandez-Lobato

[ URL] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Entropic Mirror Monte Carlo

In Poster Session 5

Anas CHERRADI ⋅ Yazid Janati ⋅ Sylvain Le Corff ⋅ Julien Stoehr ⋅ Alain Oliviero Durmus ⋅ Yohan Petetin

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Score-Repellent Monte Carlo: Toward Efficient Non-Markovian Sampler with Constant Memory in General State Spaces

In Poster Session 5

Jie Hu ⋅ Lingyun Chen ⋅ Geeho Kim ⋅ Jinyoung Choi ⋅ Bohyung Han ⋅ Do-Young Eun

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Reinforced Sequential Monte Carlo for Amortised Sampling

In Poster Session 5

Sanghyeok Choi ⋅ Sarthak Mittal ⋅ Víctor Elvira ⋅ Jinkyoo Park ⋅ Esmeralda S. Whitammer

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Variance-Reduced Zeroth-Order Langevin Dynamics for Non-Log-Concave Black-Box Sampling and Inverse Problems

In Poster Session 5

M. Berk Sahin ⋅ Behzad Sharif ⋅ Abolfazl Hashemi

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Scalable Power Sampling: Unlocking Efficient, Training-Free Reasoning for LLMs via Distribution Sharpening

In Poster Session 5

Xiaotong Ji ⋅ Rasul Tutunov ⋅ Matthieu Zimmer ⋅ Haitham Bou Ammar

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Stationary MMD Points

In Poster Session 5

Zonghao Chen ⋅ Toni Karvonen ⋅ Heishiro Kanagawa ⋅ Francois-Xavier Briol ⋅ Chris J Oates

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Accelerating Langevin Monte Carlo via Efficient Stochastic Runge-Kutta Methods beyond Log-Concavity

In Poster Session 5

Bin Yang ⋅ Xiaojie Wang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Simultaneous Confidence Bounds for Aggregated Effects via Exact Subset Optimization

In Poster Session 5

Weihang Xu ⋅ Huajie Qian ⋅ Wotao Yin ⋅ Xinshang Wang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Covariance estimation using Markov chain Monte Carlo

In Poster Session 5

Yunbum Kook ⋅ Shunshi Zhang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Inverting Data Transformations via Diffusion Sampling

In Poster Session 5

Jinwoo Kim ⋅ Sékou-Oumar Kaba ⋅ Jiyun Park ⋅ Seunghoon Hong ⋅ Siamak Ravanbakhsh

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Diffusion differentiable resampling

In Poster Session 5

Jennifer R. Andersson ⋅ Zheng Zhao

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

DC-LA: Difference-of-Convex Langevin Algorithm

In Poster Session 5

Hoang Phuc Hau Luu ⋅ Zhongjian Wang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Neural Low-Discrepancy Sequences

In Poster Session 5

Michael Van Huffel ⋅ Nathan Kirk ⋅ Makram Chahine ⋅ Daniela Rus ⋅ T. Konstantin Rusch

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Mitigating the Contractivity Trap in Diffusion ODEs via Stein Stabilization

In Poster Session 5

Shigui Li ⋅ Delu Zeng

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Demystifying MaskGIT Sampler and Beyond: Adaptive Order Selection in Masked Diffusion

In Poster Session 5

Satoshi Hayakawa ⋅ Yuhta Takida ⋅ Masaaki Imaizumi ⋅ Hiromi Wakaki ⋅ Yuki Mitsufuji

[ URL] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Discrete Diffusion Samplers and Bridges: Off-Policy Algorithms and Applications in Latent Spaces

In Poster Session 5

Arran Carter ⋅ Sanghyeok Choi ⋅ Kirill Tamogashev ⋅ Víctor Elvira ⋅ Esmeralda S. Whitammer

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

HypoSpace: A Diagnostic Benchmark for Set-Valued Hypothesis Generation under Underdetermination and Sublinear Coverage Bounds

In Poster Session 5

Tingting Chen ⋅ Beibei Lin ⋅ Zifeng Yuan ⋅ Qiran Zou ⋅ Hongyu He ⋅ Anirudh Goyal ⋅ Yew Soon ONG ⋅ Dianbo Liu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Practical and Scalable Hamiltonian Monte Carlo Without the Metropolis Test

In Poster Session 5

Jakob Robnik ⋅ Reuben Cohn-Gordon ⋅ Uros Seljak

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Control Consistency Losses for Diffusion Bridges

In Poster Session 5

Samuel Howard ⋅ Nikolas Nüsken ⋅ Jakiw Pidstrigach

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Mitigating Premature Exploitation in Particle-based Monte Carlo for Inference-Time Scaling

In Poster Session 5

Giorgio Giannone ⋅ Guangxuan Xu ⋅ Nikhil Nayak ⋅ Rohan Awhad ⋅ Shivchander Sudalairaj ⋅ Kai Xu ⋅ Akash Srivastava

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Path-dependent Discrete Amortized Inference

In Poster Session 5

Tiago Silva ⋅ Esmeralda S. Whitammer ⋅ Salem Lahlou

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Optimal Quantum Speedups for Repeatedly Nested Expectation Estimation

In Poster Session 5

Yihang Sun ⋅ Guanyang Wang ⋅ Jose Blanchet

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Markov Chain Monte Carlo without Evaluating the Target: an Auxiliary Variable Approach

In Poster Session 5

Wei Yuan ⋅ Guanyang Wang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Complexity bounds for Dirichlet process slice samplers

In Poster Session 5

Beatrice Franzolini ⋅ Francesco Gaffi

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Diffusion posterior sampling for simulation-based inference in tall data settings

In Poster Session 5

Julia Linhart ⋅ Gabriel Cardoso ⋅ Alexandre Gramfort ⋅ Sylvain Le Corff ⋅ Pedro Luiz Coelho Rodrigues

[ URL] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Constrained Adaptive Rejection Sampling

In Poster Session 5

Paweł Parys ⋅ Sairam Vaidya ⋅ Taylor Berg-Kirkpatrick ⋅ Loris D'Antoni

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Efficient Online Variational Estimation via Monte Carlo Sampling

In Poster Session 5

Mathis Chagneux ⋅ Mathias Müller ⋅ Pierre Gloaguen ⋅ Sylvain Le Corff ⋅ Jimmy Olsson

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Conditional Diffusion Sampling

In Poster Session 5

Francisco M Castro-Macías ⋅ Pablo Morales-Alvarez ⋅ Saifuddin Syed ⋅ Daniel Hernández-Lobato ⋅ Rafael Molina ⋅ Jose Miguel Hernandez-Lobato

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

The Two-Hump Problem: Bridging the Difficulty Gap in Mathematical Reinforcement Learning

In Poster Session 5

Lucas Fagan ⋅ Michele Tarquini ⋅ Ali Shehper ⋅ Maksymilian Manko ⋅ Angus Gruen ⋅ Coco Huang ⋅ Giorgi Butbaia ⋅ Davide Passaro ⋅ Sergei Gukov

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Active Curriculum Refinement for Reinforcement Learning

In Poster Session 5

Zhenya Liu ⋅ Yuxin Chen

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Dreaming in Code for Curriculum Learning in Open-Ended Worlds

In Poster Session 5

Konstantinos Mitsides ⋅ Maxence Faldor ⋅ Antoine Cully

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Dream-MPC: Gradient-Based Model Predictive Control with Latent Imagination

In Poster Session 5

Jonathan Spieler ⋅ Sven Behnke

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Multi-Task GRPO: Reliable LLM Reasoning Across Tasks

In Poster Session 5

Shyam Sundhar Ramesh ⋅ Xiaotong Ji ⋅ Matthieu Zimmer ⋅ Sangwoong Yoon ⋅ Zhiyong Wang ⋅ Haitham Bou Ammar ⋅ Aurelien Lucchi ⋅ Ilija Bogunovic

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training

In Poster Session 5

Ruishuo Chen ⋅ Xun Wang ⋅ Rui Hu ⋅ Zhuoran Li ⋅ Longbo Huang

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

ProcMEM: Learning Reusable Procedural Memory from Experience via Non-Parametric PPO for LLM Agents

In Poster Session 5

QIRUI MI ⋅ Zhijian Ma ⋅ Mengyue Yang ⋅ Yisen Wang ⋅ Haoxuan Li ⋅ Haifeng Zhang ⋅ Jun Wang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

TaskLoom: Weaving Knowledge Across Tasks in World Models

In Poster Session 5

Qingzhang Zeng ⋅ Peixi Peng ⋅ hang li ⋅ Luntong Li ⋅ Yonghong Tian

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Scalable Traffic Signal Control with Shared Policy Framework

In Poster Session 5

Haolun MA ⋅ Yanchen ZHU ⋅ Zizhuo Xu ⋅ Weijie Shi ⋅ Jiajie Xu ⋅ Lei Li

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Multi-view Consistent Latent Action Learning for World Modeling and Control

In Poster Session 5

Shenghua Wan ⋅ Xiaohai Hu ⋅ Xunlan Zhou ⋅ lei yuan ⋅ Le Gan ⋅ De-Chuan Zhan

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Learning Transferable Interaction Primitives from Game Videos for Humanoids

In Poster Session 5

Xiangming Zhu ⋅ Huayu Deng ⋅ Haoran Zhao ⋅ Yiwei Hao ⋅ Yunbo Wang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Co-Evolving Latent Action World Models

In Poster Session 5

Yucen Wang ⋅ Fengming Zhang ⋅ De-Chuan Zhan ⋅ Li Zhao ⋅ Kaixin Wang ⋅ Jiang Bian

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Transferable Reinforcement Learning via Probabilistic Latent Embeddings and Dynamic Policy Adaptation for Sim-to-Real Deployment

In Poster Session 5

Gengyue Han ⋅ Yiheng Feng

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Inference-Aware Meta-Alignment of LLMs via Non-Linear GRPO

In Poster Session 5

Shokichi Takakura ⋅ Akifumi Wachi ⋅ Rei Higuchi ⋅ Kohei Miyaguchi ⋅ Taiji Suzuki

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

CFPO : Counterfactual Policy Optimization For Multimodal Reasoning

In Poster Session 5

Zhangyuan Yu ⋅ Wanran Sun ⋅ Guangjing Yang ⋅ Xiaohu Wu ⋅ Qicheng Lao

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Closing the Sim-to-Real Gap in Non-Markovian Spreading Processes via GPU-Accelerated Distributional RL

In Poster Session 5

Heman Shakeri

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Designing Observation and Action Models for Efficient Reinforcement Learning with LLMs

In Poster Session 5

Deunsol Yoon ⋅ Sunghoon Hong ⋅ Whiyoung Jung ⋅ Junseok Park ⋅ Geon-Hyeong Kim ⋅ Woohyung Lim ⋅ Soonyoung Lee ⋅ Seung Hwan Kim ⋅ Kanghoon Lee

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Trust-Region Diffusion Policies for Massively Parallel On-Policy RL

In Poster Session 5

Huy Le ⋅ Onur Celik ⋅ Denis Blessing ⋅ Tai Hoang ⋅ Claas Voelcker ⋅ Axel Brunnbauer ⋅ Felix Richter ⋅ Michael Volpp ⋅ Gerhard Neumann

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Hierarchical Goal Abstractions via Learned Subset Relations

In Poster Session 5

Fabian Wurzberger ⋅ Sebastian Gottwald ⋅ Zeqiang Zhang ⋅ Daniel A Braun

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Learning to Perceive the World Through Control: Empowerment-Based Representation Learning

In Poster Session 5

Mahsa Bastankhah ⋅ Sophie Broderick ⋅ Benjamin Eysenbach

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

See First, Reason Later: Mutual Information-Guided Reinforcement Learning for Vision-Language Models

In Poster Session 5

Junfeng Fang ⋅ Zonghan Wu ⋅ Yin Zhang ⋅ Jiaxuan Zhao ⋅ Zengxiang Li ⋅ Kun Wang ⋅ Qingsong Wen ⋅ Yilei Shao

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

CoRe: Collaborative Reasoning via Cross Teaching

In Poster Session 5

Kshitij Mishra ⋅ Mirat Aubakirov ⋅ Martin Takac ⋅ Nils Lukas ⋅ Salem Lahlou

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

DF-ExpEnse: Diffusion Filtered Exploration for Sample Efficient Finetuning

In Poster Session 5

Calvin Luo ⋅ Chen Sun ⋅ shuran song

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Is Data Shapley Not Better than Random in Data Selection? Ask NASH

In Poster Session 5

Xiao Tian ⋅ Jue Fan ⋅ Rachael Hwee Ling Sim ⋅ Zixuan Wang ⋅ Nancy Chen ⋅ Bryan Kian Hsiang Low

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Causes and Consequences of Representational Similarity in Machine Learning Models

In Poster Session 5

Zeyu Michael Li ⋅ Hung Anh Vu ⋅ Damilola Awofisayo ⋅ Emily Wenger

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

In-Training Defenses Against Emergent Misalignment in Language Models

In Poster Session 5

David Kaczér ⋅ Magnus Jørgenvåg ⋅ Clemens Vetter ⋅ Esha Afzal ⋅ Robin Haselhorst ⋅ Lucie Flek ⋅ Florian Mai

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Consistency Training Is Not Neutral to Alignment

In Poster Session 5

David Africa ⋅ Arathi Mani

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

PICACO: Pluralistic In-Context Value Alignment via Total Correlation Optimization

In Poster Session 5

Han Jiang ⋅ Dongyao Zhu ⋅ Xiaoyuan Yi ⋅ Ziang Xiao ⋅ Zhihua Wei ⋅ Xing Xie

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Same Question, Different Lies: Cross-Context Consistency (C³) for Black-Box Sandbagging Detection

In Poster Session 5

Yulong Lin ⋅ Pablo Bernabeu-Perez ⋅ Benjamin Arnav ⋅ Lennie Wells ⋅ Mary Phuong

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Position: The Alignment Community is Unintentionally Building a Censor’s Toolkit

In Poster Session 5

Sarah Ball ⋅ Phil Hackemann

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Measuring Meta-Cultural Competency: A Spectral Framework for LLM Knowledge Structures

In Poster Session 5

Sougata Saha ⋅ Madhur Jindal ⋅ Saurabh Kumar Pandey ⋅ Mahardika Ihsani ⋅ Alham Fikri Aji ⋅ Monojit Choudhury

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Towards Context-Invariant Safety Alignment for Large Language Models

In Poster Session 5

Yixu Wang ⋅ Yang Yao ⋅ Xin Wang ⋅ Yifeng Gao ⋅ Yan Teng ⋅ Xingjun Ma ⋅ Yingchun Wang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Alignment Tampering: How Reinforcement Learning from Human Feedback Is Exploited to Optimize Misaligned Biases

In Poster Session 5

Dongyoon Hahm ⋅ Dylan Hadfield-Menell ⋅ Kimin Lee

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

SteeringSafety: Benchmarking Representation Steering in LLMs Across Safety Perspectives

In Poster Session 5

Vincent Siu ⋅ Nicholas Crispino ⋅ David Park ⋅ Nathan Henry ⋅ Zhun Wang ⋅ Yang Liu ⋅ Dawn Song ⋅ Chenguang Wang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Pressure Reveals Character: Behavioural Alignment Evaluation at Depth

In Poster Session 5

Nora Petrova ⋅ John Burden

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Safety Game: Inference-Time Alignment of Black-Box LLMs via Constrained Optimization

In Poster Session 5

Tuan Nguyen ⋅ Long Tran-Thanh

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

When and How Human Curation Backfires: Preference Alignment under Multi-Model Self-Consuming Loop

In Poster Session 5

Yang Zhang ⋅ Xiukun Wei ⋅ Xueru Zhang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Safety Alignment of LMs via Non-cooperative Games

In Poster Session 5

Anselm Paulus ⋅ Ilia Kulikov ⋅ Brandon Amos ⋅ REMI MUNOS ⋅ Ivan Evtimov ⋅ Kamalika Chaudhuri ⋅ Arman Zharmagambetov

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Peer-Preservation in Frontier Models

In Poster Session 5

Yujin Potter ⋅ Nicholas Crispino ⋅ Vincent Siu ⋅ Chenguang Wang ⋅ Dawn Song

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Distributionally Robust Reinforcement Learning with Human Feedback

In Poster Session 5

Debmalya Mandal ⋅ Paulius Sasnauskas ⋅ Goran Radanovic

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Rotation-Invariant Spherical Watermarking via Third-Order SO(3) Representation Coupling

In Poster Session 5

Pengzhen Chen ⋅ Yanwei Liu ⋅ Xiaoyan Gu ⋅ Antonios Argyriou ⋅ Wu Liu ⋅ Weiping Wang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

OC-space: a Unifying Perspective on Verification of Tree Ensembles

In Poster Session 5

Timo Martens ⋅ Laurens Devos ⋅ Lorenzo Cascioli ⋅ Wannes Meert ⋅ Hendrik Blockeel ⋅ Jesse Davis

[ Slides] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

FedRGL: Robust Federated Graph Learning under Label Noise

In Poster Session 5

De Li ⋅ Zhou Tan ⋅ Qiyu Li ⋅ Zeming Gan ⋅ Tiange Xia ⋅ Chunpei Li ⋅ Xianxian Li

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Through the Stealth Lens: Attention-Aware Defenses Against Poisoning in RAG

In Poster Session 5

Sarthak Choudhary ⋅ Nils Palumbo ⋅ Ashish Hooda ⋅ Krishnamurthy Dvijotham ⋅ Somesh Jha

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Robust Strategic Classification under Decision-Dependent Cost Uncertainty

In Poster Session 5

Sura Alhanouti ⋅ Guzin Bayraksan ⋅ Parinaz Naghizadeh

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Position: Explanation Stability Is a Property of the Model–Method Pair, Not the Model

In Poster Session 5

Kabilan Elangovan ⋅ Daniel Ting

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Catch-22: On the Fundamental Tradeoff Between Detectability and Robustness in LLM Watermarking

In Poster Session 5

Kuheli Pratihar ⋅ Debdeep Mukhopadhyay

[ Slides] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Fox in the Henhouse: Supply-Chain Backdoor Attacks Against Reinforcement Learning

In Poster Session 5

Shijie Liu ⋅ Andrew C. Cullen ⋅ Paul MONTAGUE ⋅ Sarah Erfani ⋅ Benjamin Rubinstein

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Differentiable Conformal Training for LLM Reasoning Factuality

In Poster Session 5

Nathan Hittesdorf ⋅ Marco Salzetta ⋅ Lu Cheng

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Position: Trustworthy AI Suffers from Invariance Conflicts and Causality is The Solution

In Poster Session 5

Ruta Binkyte ⋅ Ivaxi Sheth ⋅ Zhijing Jin ⋅ Mohammad Havaei ⋅ Bernhard Schölkopf ⋅ Mario Fritz

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Decomposition-Based Modular Conformal Prediction for Two-Stage Modeling

In Poster Session 5

William Zhang ⋅ Saurabh Amin ⋅ Georgia Perakis

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Quantifying LLM Attention-Head Stability: Implications for Circuit Universality

In Poster Session 5

Karan Bali ⋅ Jack Stanley ⋅ Praneet Suresh ⋅ Danilo Bzdok

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Active Tabular Augmentation via Policy-Guided Diffusion Inpainting

In Poster Session 5

Zheyu Zhang ⋅ Shuo Yang ⋅ Bardh Prenkaj ⋅ Gjergji Kasneci

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Adaptively Robust Resettable Streaming

In Poster Session 5

Edith Cohen ⋅ Elena Gribelyuk ⋅ Jelani Nelson ⋅ Uri Stemmer

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Neural Vector Lyapunov–Razumikhin Certificates for Delayed Interconnected Systems

In Poster Session 5

Jingyuan Zhou ⋅ Yuexuan Wang ⋅ Kaidi Yang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Symbal: Detecting Systematic Misalignments in Model-Generated Captions

In Poster Session 5

Maya Varma ⋅ Jean-Benoit Delbrouck ⋅ Sophie Ostmeier ⋅ Akshay Chaudhari ⋅ Curtis Langlotz

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Ambiguous Strategic Classification

In Poster Session 5

Ivri Hikri ⋅ Nir Rosenfeld

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Contrastive Spectral Rectification: Test-Time Defense towards Zero-shot Adversarial Robustness of CLIP

In Poster Session 5

Sen Nie ⋅ Jie Zhang ⋅ Zhuo Wang ⋅ Shiguang Shan ⋅ Xilin Chen

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

MaMa: A Game-Theoretic Approach for Designing Safe Agentic Systems

In Poster Session 5

Jonathan Nöther ⋅ Adish Singla ⋅ Goran Radanovic

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

U$^3$CF: Unbiased, Unconfounding, and Unified Causal Framework for Multi-Target Domain Adaptation

In Poster Session 5

Wenxu Wang ⋅ Yeqiang Liu ⋅ Rui Zhou ⋅ Jing Wang ⋅ Zhenbo Li ⋅ Wenbo Gong

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Content-Style Identification via Differential Independence

In Poster Session 5

Subash Timilsina ⋅ Hoang-Son Nguyen ⋅ Sagar Shrestha ⋅ Xiao Fu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Quantifying the noise sensitivity of the Wasserstein metric for images

In Poster Session 5

Erik Lager ⋅ Gilles Mordant ⋅ Amit Moscovich

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Why Are Linear RNNs More Parallelizable?

In Poster Session 5

William Merrill ⋅ Hongjian Jiang ⋅ Yanhong Li ⋅ Anthony Lin ⋅ Ashish Sabharwal

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Scaling Unsupervised Multi-Source Federated Domain Adaptation through Group-Wise Discrepancy Minimization

In Poster Session 5

Larissa Reichart ⋅ Cem Ata Baykara ⋅ Ali Burak Ünal ⋅ Harlin Lee ⋅ Mete Akgün

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Improving Backward Conformal Prediction via Non-Conformity Score Transformation

In Poster Session 5

Junxian Liu ⋅ Hao Zeng ⋅ Hongxin Wei

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Incorporating Importance Weighting in Optimal Transport Based Domain Alignment

In Poster Session 5

Okan Koç ⋅ Alexander Soen ⋅ Shanglin Li ⋅ Masashi Sugiyama

[ Slides] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Domain-Shift-Aware Conformal Prediction for Large Language Models

In Poster Session 5

Zhexiao Lin ⋅ Yuanyuan Li ⋅ Neeraj Sarna ⋅ Yuanyuan Gao ⋅ Michael Berger

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Domain Adaptation with Adaptive $f$-Divergence: Tighter Variational Representation and Generalization Bounds

In Poster Session 5

Zhe Cheng ⋅ Fode Zhang ⋅ Lingrui Wang ⋅ Yifan Zhu ⋅ Jiaolong Wang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Temper-Then-Tilt: Principled Unlearning for Generative Models through Tempering and Classifier Guidance

In Poster Session 5

Jacob L. Block ⋅ Mehryar Mohri ⋅ Aryan Mokhtari ⋅ Sanjay Shakkottai

[ Slides] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Even Faster Kernel Matrix Linear Algebra via Density Estimation

In Poster Session 5

Rikhav Shah ⋅ Sandeep Silwal ⋅ Haike Xu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

The Sign Estimator: Preference Modeling for LLM Alignment under Heterogeneity

In Poster Session 5

Aymane El Gadarri ⋅ Ali Aouad ⋅ Vivek Farias

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Optimal Estimation of Continuous Treatment Effects with Kernel Ridge Regression

In Poster Session 5

Seok-Jin Kim ⋅ Kaizheng Wang

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Optimal Domain-Aware Privacy Mechanisms for Synthetic Data Generation

In Poster Session 5

Sajani Vithana ⋅ Sangwon Jung ⋅ Haoyang Hu ⋅ Viveck Cadambe ⋅ Flavio Calmon ⋅ Haewon Jeong

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Networked Information Aggregation for Binary Classification

In Poster Session 5

MohammadHossein Bateni ⋅ Zahra Hadizadeh ⋅ MohammadTaghi Hajiaghayi ⋅ Mahdi JafariRaviz ⋅ Shayan Taherijam

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Domain Adaptive Object Detection via Dynamic Causal Refinement

In Poster Session 5

Zeyu Ma ⋅ Jiaqi Huang ⋅ Yitong Qin ⋅ Ziqiang Zheng ⋅ Jiwei Wei ⋅ Jie Zou ⋅ Yang Yang ⋅ Heng Tao Shen

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Provable Accuracy Collapse of Embedding-Based Representations under Dimensionality Mismatch

In Poster Session 5

Dionysis Arvanitakis ⋅ Vaggos Chatziafratis ⋅ Yiyuan Luo

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

A Bi-metric Framework for Efficient Nearest Neighbor Search

In Poster Session 5

Haike Xu ⋅ Sandeep Silwal ⋅ Piotr Indyk

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Dataset Distillation Efficiently Encodes Low-Dimensional Representations from Gradient-Based Learning of Non-Linear Tasks

In Poster Session 5

Yuri Kinoshita ⋅ Naoki Nishikawa ⋅ Taro Toyoizumi

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Learning Junta Distributions, Quantum Junta States, and QAC$^0$ Circuits

In Poster Session 5

Jinge Bao ⋅ Francisco Escudero Gutiérrez

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Instance-Dependent Continuous-Time Reinforcement Learning via Maximum Likelihood Estimation

In Poster Session 5

Runze Zhao ⋅ Yue Yu ⋅ Ruhan Wang ⋅ Chunfeng Huang ⋅ Dongruo Zhou

[ Slides] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

The Implicit Bias of Steepest Descent with Mini-batch Stochastic Gradient

In Poster Session 5

Jichu Li ⋅ Xuan Tang ⋅ Difan Zou

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Harmful Overfitting in Sobolev Spaces

In Poster Session 5

Kedar Karhadkar ⋅ Alexander Sietsema ⋅ Deanna Needell ⋅ Guido Montufar

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Linear Regression with Unknown Truncation Beyond Gaussian Features

In Poster Session 5

Alexandros Kouridakis ⋅ Anay Mehrotra ⋅ Alkis Kalavasis ⋅ Constantine Caramanis

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

On the Sharp Input-Output Analysis of Nonlinear Systems under Adversarial Attacks

In Poster Session 5

Jihun Kim ⋅ Yuchen Fang ⋅ Javad Lavaei

[ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Sharp description of local minima in the loss landscape of high-dimensional two-layer ReLU neural networks

In Poster Session 5

Jie Huang ⋅ Bruno Loureiro ⋅ Stefano Sarao Mannelli

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

High-accuracy sampling for diffusion models and log-concave distributions

In Poster Session 5

Fan Chen ⋅ Sinho Chewi ⋅ Constantinos Daskalakis ⋅ Alexander Rakhlin

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Understanding Generalization from Embedding Dimension and Distributional Convergence

In Poster Session 5

Junjie Yu ⋅ Zhuoli Ouyang ⋅ Haotian Deng ⋅ Chen Wei ⋅ Wenxiao Ma ⋅ Jianyu Zhang ⋅ Zihan Deng ⋅ Quanying Liu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

PCA of Probability Measures: Sparse and Dense Sampling Regimes

In Poster Session 5

Erell Gachon ⋅ Jérémie Bigot ⋅ Elsa Cazelles

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

High-Dimensional Learning Dynamics of Quantized Models with Straight-Through Estimator

In Poster Session 5

Yuma Ichikawa ⋅ Shuhei Kashiwamura ⋅ Ayaka Sakata

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

A theory of learning data statistics in diffusion models, from easy to hard

In Poster Session 5

Lorenzo Bardone ⋅ Claudia Merger ⋅ Sebastian Goldt

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

On the existence of consistent adversarial attacks in high-dimensional linear classification

In Poster Session 5

Matteo Vilucchio ⋅ Lenka Zdeborova ⋅ Bruno Loureiro

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

The Interplay Between Interpolation and Aggregation in Regression: Optimal Sample Complexity

In Poster Session 5

Mikael Moller Hogsgaard ⋅ Kasper Green Larsen ⋅ Liang-Yu Zou

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Full-Batch Gradient Descent Outperforms One-Pass SGD: Sample Complexity Separation in Single-Index Learning

In Poster Session 5

Filip Kovačević ⋅ Hong Chang Ji ⋅ Denny Wu ⋅ Mahdi Soltanolkotabi ⋅ Marco Mondelli

[ Slides] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Characterization of Gaussian Universality Breakdown in High-Dimensional Empirical Risk Minimization

In Poster Session 5

Mohamed Chiheb Yaakoubi ⋅ Cosme Louart ⋅ Malik TIOMOKO ⋅ Zhenyu Liao

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

The data manifold under the microscope

In Poster Session 5

Marios Koulakis ⋅ Constantin Seibold

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Gradient Flow Through Diagram Expansions: Learning Regimes and Explicit Solutions

In Poster Session 5

Dmitry Yarotsky ⋅ Eugene Golikov ⋅ Yaroslav Gusev

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

A Solvable High-Dimensional Model Where Nonlinear Autoencoders Learn Structure Invisible to PCA While Test Loss Misaligns With Generalization

In Poster Session 5

Vicente Mendes ⋅ Lorenzo Bardone ⋅ Cédric Koller ⋅ Jorge Medina Moreira ⋅ Vittorio Erba ⋅ Emanuele Troiani ⋅ Lenka Zdeborova

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Representation Learning for Equivariant Inference with Guarantees

In Poster Session 5

Daniel Felipe Ordonez Apraez ⋅ Vladimir Kostic ⋅ Alek Fröhlich ⋅ Vivien Brandt ⋅ Karim Lounici ⋅ Massimiliano Pontil

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Sparse Regression with $\ell_0$ Constraints for $\alpha$-Mixing Time Series: Algorithms and Guarantees

In Poster Session 5

Ruoxin Yuan ⋅ Lijun Ding

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

On Contraction of Sequential and Offset Rademacher Complexities

In Poster Session 5

Adam Block ⋅ Alexander Rakhlin ⋅ Mark Sellke

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

A Fine-Grained Understanding of Uniform Convergence for Halfspaces

In Poster Session 5

Aryeh Kontorovich ⋅ Kasper Green Larsen

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Off-Policy Evaluation for Missingness-Aware Policies in MDPs with Rewards Missing Not at Random

In Poster Session 5

Ziheng Wei ⋅ Rui Miao ⋅ Annie Qu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Next-Token Prediction and Regret Minimization

In Poster Session 5

Mehryar Mohri ⋅ Clayton Sanford ⋅ Jon Schneider ⋅ Kiran Vodrahalli ⋅ Yifan Wu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

On the Learning Dynamics of RLVR at the Edge of Competence

In Poster Session 5

Yu Huang ⋅ Zixin Wen ⋅ Yuejie Chi ⋅ Yuting Wei ⋅ Aarti Singh ⋅ Yingbin LIANG ⋅ Yuxin Chen

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Statistical Learning Theory in Lean 4: Empirical Processes from Scratch

In Poster Session 5

Yuanhe Zhang ⋅ Jason Lee ⋅ Fanghui Liu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Rational Transductors

In Poster Session 5

Mehryar Mohri

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

A Task-centric Theory for Iterative Self-Improvement with Easy-to-Hard Curricula

In Poster Session 5

Chenruo Liu ⋅ Yijun Dong ⋅ Yiqiu Shen ⋅ Qi Lei

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Language Generation with Replay: A Learning-Theoretic View of Model Collapse

In Poster Session 5

Giorgio Racca ⋅ Michal Valko ⋅ Amartya Sanyal

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

The Fisher Dimension: Instance-Dependent Complexity for Causal Discovery

In Poster Session 5

Luong Doan ⋅ Khanh Quoc ⋅ Duc Nguyen ⋅ Mai Hung ⋅ Phong Ho ⋅ Nhung Duong ⋅ Tuan Do

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Realizable Bayes-Consistency for General Metric Losses

In Poster Session 5

Dan Tsir Cohen ⋅ Steve Hanneke ⋅ Aryeh Kontorovich

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Breaking the Reversal Curse in Autoregressive Language Models via Identity Bridge

In Poster Session 5

Xutao Ma ⋅ Yixiao Huang ⋅ Hanlin Zhu ⋅ Somayeh Sojoudi

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

A Random Matrix Theory of Masked Self-Supervised Learning

In Poster Session 5

Arie Zurich ⋅ Bruno Loureiro ⋅ Federica Gerace ⋅ Yue Lu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Provably Data-driven Multiple Hyper-parameter Tuning with Structured Loss Function

In Poster Session 5

QUOC TUNG LE ⋅ Anh Nguyen ⋅ Viet Anh Nguyen

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

DPO Unchained: Your Training Algorithm is Secretly Disentangled in Human Choice Theory (and Its Loss' Convexity is Dispensable)

In Poster Session 5

Wenxuan Zhou ⋅ Shujian Zhang ⋅ brice magdalou ⋅ John Lambert ⋅ Ehsan Amid ⋅ Richard Nock ⋅ Andrew Hard

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Coverage Improvement and Fast Convergence of On-policy Preference Learning

In Poster Session 5

Juno Kim ⋅ Jihun Yun ⋅ Jason Lee ⋅ Kwang-Sung Jun

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Beyond Binary: Continuous State Optimization with Graph-Structured Objectives

In Poster Session 5

Corinna Cortes ⋅ Yishay Mansour ⋅ Mehryar Mohri

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

On the Power of Source Screening for Learning Shared Feature Extractors

In Poster Session 5

Muxing Wang ⋅ Connor Mclaughlin ⋅ Lili Su

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Understanding Private Learning From Feature Perspective

In Poster Session 5

Meng Ding ⋅ Mingxi Lei ⋅ Shaopeng Fu ⋅ Shaowei Wang ⋅ Di Wang ⋅ Jinhui Xu

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

A Theoretical Framework for Statistical Evaluability of Generative Models

In Poster Session 5

Shashaank Aiyer ⋅ Yishay Mansour ⋅ Shay Moran ⋅ Han Shao

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

A Refined Generalization Analysis for Extreme Multi-class Supervised Contrastive Representation Learning

In Poster Session 5

Minh Hieu Nong ⋅ Antoine Ledent

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Feature Bagging Provides Stability

In Poster Session 5

Yuheng Ma ⋅ Qiang Sun

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Combinatorial Sparse PCA Beyond the Spiked Identity Model

In Poster Session 5

Peiyuan Zhang ⋅ Syamantak Kumar ⋅ Kevin Tian ⋅ Purnamrita Sarkar

[ Slides] [ Poster] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Sharp Inequalities between Total Variation and Hellinger Distances for Gaussian Mixtures

In Poster Session 5

Joonhyuk Jung ⋅ Chao Gao

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ HALL A None

Provable Sample Efficiency of Curriculum Post-Training for Transformer Reasoning

In Poster Session 5

Dake Bu ⋅ Wei Huang ⋅ Andi Han ⋅ Atsushi Nitanda ⋅ Hau-San Wong ⋅ Qingfu Zhang ⋅ Taiji Suzuki

[ Slides] [ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning

In Poster Session 5

Thomas Boudou ⋅ Batiste Le Bars ⋅ Nirupam Gupta ⋅ Aurélien Bellet

[ OpenReview]

Poster

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Positive Distribution Shift as a Framework for Understanding Tractable Learning

In Poster Session 5

Marko Medvedev ⋅ Idan Attias ⋅ Elisabetta Cornacchia ⋅ Theodor Misiakiewicz ⋅ Gal Vardi ⋅ Nati Srebro

[ OpenReview]

Poster Session

Wed Jul 08 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Poster Session 5

Affinity Poster Session

Wed Jul 08 07:00 PM -- 09:00 PM (KST) @ HALL A None

WiML, Muslims in ML, LatinX Poster Session

Registration Desk

Thu Jul 09 07:30 AM -- 06:00 PM (KST) @ Coex: Hall B Foyer None

Registration Desk

Affinity Event

Thu Jul 09 08:00 AM -- 05:00 PM (KST) @ ROOM E1 - E4 None

GlobalSouthML @ ICML 2026

Tushar Shinde ⋅ Sandareka Wickramanayake ⋅ Akila Hewa Thondilege

[ OpenReview]

Affinity Event

Thu Jul 09 08:00 AM -- 05:00 PM (KST) @ ROOM 300 None

The 6th Muslims in ML (MusIML) Workshop

Ehsaneddin Asgari ⋅ Yousra Farhani ⋅ Shaokai Yang ⋅ Ahmed Youssef ⋅ Azmine Toushik Wasi ⋅ Suleiman Khan

[ OpenReview]

Invited Talk

Thu Jul 09 08:30 AM -- 09:30 AM (KST) @ HALL C None

Normative Alignment for Agentic Integrity - Moving from Behavioral Guardrails to Principled Agency

Verena Rieser

Break

Thu Jul 09 09:30 AM -- 10:30 AM (KST) None

Coffee Break

Oral

Thu Jul 09 10:00 AM -- 10:15 AM (KST) @ HALL D1 None

Position: There are futures that benchmark-driven AI cannot see

In Oral 5D AI Evaluation & Methodology

Sobhan Lotfi ⋅ Ava Iranmanesh ⋅ Lachin Naghashyar ⋅ Ali Shirali ⋅ Fateme Haredasht ⋅ Sanmi Koyejo ⋅ Phil Torr ⋅ Yong Suk Lee ⋅ Fazl Barez ⋅ Joel Lehman ⋅ Peter Norvig ⋅ Arvind Narayanan

[ OpenReview]

Oral

Thu Jul 09 10:00 AM -- 10:15 AM (KST) @ HALL B2 None

Mind Your Margin and Boundary: Are Your Distilled Datasets Truly Robust?

In Oral 5B Data-efficient Learning & Distillation

Muquan Li ⋅ Yingyi Ma ⋅ Yihong Huang ⋅ Hang Gou ⋅ KE QIN ⋅ Ming Li ⋅ Yuan-Fang Li ⋅ Tao He

[ OpenReview]

Oral

Thu Jul 09 10:00 AM -- 10:15 AM (KST) @ AUDITORIUM None

FlatLand: Personalized Graph Federated Learning via Tailored Lorentz Space

In Oral 5F Graph & Federated Learning

Jiahong Liu ⋅ Ram Samarth B B ⋅ Xinyu Fu ⋅ Menglin Yang ⋅ Weixi Zhang ⋅ ZHITAO YING ⋅ Irwin King

[ OpenReview]

Oral

Thu Jul 09 10:00 AM -- 10:15 AM (KST) @ HALL C None

Midtraining Bridges Pretraining and Posttraining Distributions

In Oral 5A LLM Training & Inference Efficiency

Emmy Liu ⋅ Graham Neubig ⋅ Chenyan Xiong

[ OpenReview]

Oral

Thu Jul 09 10:00 AM -- 10:15 AM (KST) @ HALL D2 None

Distributional Inverse Reinforcement Learning

In Oral 5C Reinforcement Learning

Feiyang Wu ⋅ Ye Zhao ⋅ Anqi Wu

[ OpenReview]

Oral

Thu Jul 09 10:00 AM -- 10:15 AM (KST) @ GRAND BALLROOM 101-105 None

Necessary Conditions for Compositional Generalization of Embedding Models

In Oral 5E Theory: Optimization, Generalization, Privacy

Arnas Uselis ⋅ Andrea Dittadi ⋅ Seong Joon Oh

[ OpenReview]

Oral

Thu Jul 09 10:00 AM -- 10:15 AM (KST) @ ASEM BALLROOM 201-203 None

3ViewSense: Spatial and Mental Perspective Reasoning from Orthographic Views in Vision-Language Models

In Oral 5G Spatial Reasoning

Shaoxiong Zhan ⋅ Yanlin Lai ⋅ Zheng Liu ⋅ Zijian Lin ⋅ Lin Hai ⋅ Xiaodong Cai ⋅ Shen Li ⋅ Wen Huang ⋅ Hai-Tao Zheng

[ OpenReview]

Oral Session

Thu Jul 09 10:00 AM -- 11:00 AM (KST) @ HALL C None

Oral 5A LLM Training & Inference Efficiency

Oral Session

Thu Jul 09 10:00 AM -- 11:00 AM (KST) @ HALL B2 None

Oral 5B Data-efficient Learning & Distillation

Oral Session

Thu Jul 09 10:00 AM -- 11:00 AM (KST) @ HALL D2 None

Oral 5C Reinforcement Learning

Oral Session

Thu Jul 09 10:00 AM -- 11:00 AM (KST) @ HALL D1 None

Oral 5D AI Evaluation & Methodology

Oral Session

Thu Jul 09 10:00 AM -- 11:00 AM (KST) @ GRAND BALLROOM 101-105 None

Oral 5E Theory: Optimization, Generalization, Privacy

Oral Session

Thu Jul 09 10:00 AM -- 11:00 AM (KST) @ AUDITORIUM None

Oral 5F Graph & Federated Learning

Oral Session

Thu Jul 09 10:00 AM -- 11:00 AM (KST) @ ASEM BALLROOM 201-203 None

Oral 5G Spatial Reasoning

Oral

Thu Jul 09 10:15 AM -- 10:30 AM (KST) @ GRAND BALLROOM 101-105 None

Non-Euclidean Gradient Descent Operates at the Edge of Stability

In Oral 5E Theory: Optimization, Generalization, Privacy

Rustem Islamov ⋅ Michael Crawshaw ⋅ Jeremy Cohen ⋅ Robert Gower

[ OpenReview]

Oral

Thu Jul 09 10:15 AM -- 10:30 AM (KST) @ ASEM BALLROOM 201-203 None

Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning

In Oral 5G Spatial Reasoning

Jiaqi Liu ⋅ Kaiwen Xiong ⋅ Peng Xia ⋅ Yiyang Zhou ⋅ Haonian Ji ⋅ Lu Feng ⋅ Siwei Han ⋅ Mingyu Ding ⋅ Huaxiu Yao

[ OpenReview]

Oral

Thu Jul 09 10:15 AM -- 10:30 AM (KST) @ AUDITORIUM None

MV-FGAD: Towards Efficient and Effective Federated Graph Anomaly Detection via Multi-view Learning

In Oral 5F Graph & Federated Learning

Junyi Yan ⋅ KE LIANG ⋅ Hao Yu ⋅ Meng Liu ⋅ Hao Tan ⋅ Tianrui Liu ⋅ Jun-Jie Huang ⋅ Xinwang Liu

[ OpenReview]

Oral

Thu Jul 09 10:15 AM -- 10:30 AM (KST) @ HALL D1 None

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games

In Oral 5D AI Evaluation & Methodology

Zhenhao Chen ⋅ Yongqiang Chen ⋅ Chenxi Liu ⋅ Junchi Yu ⋅ Xiangchen Song ⋅ Zijian Li ⋅ Jialin Li ⋅ Phil Torr ⋅ Bo Han ⋅ Kun Zhang

[ OpenReview]

Oral

Thu Jul 09 10:15 AM -- 10:30 AM (KST) @ HALL B2 None

On the Difficulty of Learning a Meta-network for Training Data Selection

In Oral 5B Data-efficient Learning & Distillation

Zilin Du ⋅ Junqi Zhao ⋅ Albert Boyang Li

[ OpenReview]

Oral

Thu Jul 09 10:15 AM -- 10:30 AM (KST) @ HALL C None

ThreadWeaver: Adaptive Threading for Efficient Parallel Reasoning in Language Models

In Oral 5A LLM Training & Inference Efficiency

Long (Tony) Lian ⋅ Sida Wang ⋅ Felix Juefei-Xu ⋅ Tsu-Jui Fu ⋅ Xiuyu Li ⋅ Adam Yala ⋅ Trevor Darrell ⋅ Alane Suhr ⋅ Yuandong Tian ⋅ Xi Victoria Lin

[ OpenReview]

Oral

Thu Jul 09 10:15 AM -- 10:30 AM (KST) @ HALL D2 None

On Computation and Reinforcement Learning

In Oral 5C Reinforcement Learning

Raj Ghugare ⋅ Michał Bortkiewicz ⋅ Alicja Ziarko ⋅ Benjamin Eysenbach

[ OpenReview]

Oral

Thu Jul 09 10:30 AM -- 10:45 AM (KST) @ HALL D1 None

Characterizing, Evaluating, and Optimizing Complex Reasoning

In Oral 5D AI Evaluation & Methodology

Haoran Zhang ⋅ Yafu Li ⋅ Zhi Wang ⋅ Zhilin Wang ⋅ Shunkai Zhang ⋅ Xiaoye Qu ⋅ Yu Cheng

[ OpenReview]

Oral

Thu Jul 09 10:30 AM -- 10:45 AM (KST) @ AUDITORIUM None

PhenoBrain: Phenotype-Conditioned Long-Range Communication for Multi-Modal Brain Network Analysis

In Oral 5F Graph & Federated Learning

Lingyuan Meng ⋅ KE LIANG ⋅ Hao Li ⋅ Meng Liu ⋅ Weijia Shi ⋅ Miaomiao Li ⋅ Yang Gao ⋅ Xinwang Liu

[ OpenReview]

Oral

Thu Jul 09 10:30 AM -- 10:45 AM (KST) @ HALL D2 None

Second-Order Smooth Planning with Optimal-Transport Bellman Smoothing

In Oral 5C Reinforcement Learning

Tuan Dam

[ OpenReview]

Oral

Thu Jul 09 10:30 AM -- 10:45 AM (KST) @ GRAND BALLROOM 101-105 None

PRISM: Gauge-Invariant Tangent-Space Differentially Private LoRA

In Oral 5E Theory: Optimization, Generalization, Privacy

Shihao Wang ⋅ Xueru Zhang

[ OpenReview]

Oral

Thu Jul 09 10:30 AM -- 10:45 AM (KST) @ HALL B2 None

The Signal is in the Steps: Local Scoring for Reasoning Data Selection

In Oral 5B Data-efficient Learning & Distillation

Hoang Anh Just ⋅ Myeongseob Ko ⋅ Ruoxi Jia

[ OpenReview]

Oral

Thu Jul 09 10:30 AM -- 10:45 AM (KST) @ ASEM BALLROOM 201-203 None

Holi-Spatial: Evolving Video Streams into Holistic 3D Spatial Intelligence

In Oral 5G Spatial Reasoning

Yuanyuan Gao ⋅ Hao Li ⋅ Yifei Liu ⋅ Xinhao Ji ⋅ Yuning Gong ⋅ Yuanjun Liao ⋅ Fangfu Liu ⋅ Manyuan Zhang ⋅ Yuchen Yang ⋅ Dan Xu ⋅ Xue Yang ⋅ Huaxi Huang ⋅ Hongjie Zhang ⋅ Ziwei Liu ⋅ Xiao Sun ⋅ Dingwen Zhang ⋅ Zhihang Zhong

[ OpenReview]

Oral

Thu Jul 09 10:30 AM -- 10:45 AM (KST) @ HALL C None

TokSuite: Measuring the Impact of Tokenizer Choice on Language Model Behavior

In Oral 5A LLM Training & Inference Efficiency

Gül Sena Altıntaş ⋅ Malikeh Ehghaghi ⋅ Brian Lester ⋅ Fengyuan Liu ⋅ Wanru Zhao ⋅ Marco Ciccone ⋅ Colin Raffel

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Blending Neural Control Density Functions for Stabilization and Safety

In Poster Session 6

Sahil Chaudhary ⋅ Chaitanya Murti ⋅ Chiranjib Bhattacharyya

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Fast Inverse Lithography via GRPO Reinforced Flow Matching

In Poster Session 6

Yao Lai ⋅ Xuyuan Xiong ⋅ Zeyue Xue ⋅ Guojin Chen ⋅ Jing Wang ⋅ Xihui Liu ⋅ Rui Zhang ⋅ Robert Mullins ⋅ Bei Yu ⋅ Ping Luo

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

GIFT: Bootstrapping Image-to-CAD Program Synthesis via Geometric Feedback

In Poster Session 6

Giorgio Giannone ⋅ Anna Doris ⋅ Amin Nobari ⋅ Kai Xu ⋅ Akash Srivastava ⋅ Faez Ahmed

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

B-Spar: Bayesian Sparse-Reward Modeling for RL-based Image Editing

In Poster Session 6

shusong xu ⋅ Peiye Liu ⋅ Yongbin Liu ⋅ Bangjie Yin ⋅ Zhaomang Sun ⋅ Zhenyu Chen ⋅ Tianyi Zheng ⋅ Peng-Tao Jiang ⋅ Jian Zhang ⋅ Yuzhao Wang ⋅ Jinwei Chen ⋅ Zhen Gu ⋅ Bo Li

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

PerceptOS: Semantic-Aware Kernel Optimization for OS-Intensive Workloads via Hardware-Software Alignment

In Poster Session 6

Huilai Chen ⋅ Yuanbo Wen ⋅ Liangfeng Li ⋅ Shaohui Peng ⋅ Jingzhe Zhu ⋅ Xuzhi Zhang ⋅ Jun Bi ⋅ Qi Guo ⋅ Ling Li ⋅ Yunji Chen

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

RulePlanner: All-in-One Reinforcement Learner for Unifying Design Rules in 3D Floorplanning

In Poster Session 6

Ruizhe Zhong ⋅ Xingbo Du ⋅ Junchi Yan

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

AutoNumerics-Zero: Automated Discovery of State-of-the-Art Mathematical Functions

In Poster Session 6

Esteban Real ⋅ Mirko Rossini ⋅ Connal de Souza ⋅ Manav Garg ⋅ Moritz Firsching ⋅ Quoc Le ⋅ Yao Chen ⋅ Akhil Verghese ⋅ Ekin Dogus Cubuk ⋅ David Park

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

GenUnfold: Rapidly Predict Protein Mechanical Unfolding Trajectory via a Physics-Guided Diffusion Model

In Poster Session 6

Zhang Yiyuan ⋅ Cailong Hua ⋅ Vinitendra Singh ⋅ Joseph Muretta ⋅ James Ervasti ⋅ Murti Salapaka

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: Make Planning Research Rigorous Again!

In Poster Session 6

Michael Katz ⋅ Harsha Kokel ⋅ Christian Muise ⋅ Shirin Sohrabi ⋅ Sarath Sreedharan

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SARL: Structure-Aligned Reinforcement Learning for Bridging the Perception-Action Gap in Airspace

In Poster Session 6

Binhao Gu ⋅ jinjun cai ⋅ Weihuang Zheng ⋅ Jiaxing Li ⋅ Hui Ding ⋅ Youyong Kong

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Position: Sustainable Open-Source AI Requires Tracking the Cumulative Footprint of Derivatives

In Poster Session 6

shaina raza ⋅ Iuliia Zarubiieva ⋅ Ahmed Radwan ⋅ Nathaniel Lesperance ⋅ Deval Pandya ⋅ Sedef Akinli Kocak ⋅ Graham Taylor

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Implicit Action Chunking for Smooth Continuous Control

In Poster Session 6

Bosun Liang ⋅ Shuo Pei ⋅ Zirui Chen ⋅ Chuanzhi Fan ⋅ Chen Sun ⋅ Yuankai Wu ⋅ Huachun Tan ⋅ Yong Wang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ScenePilot: Controllable Boundary-Driven Critical Scenario Generation for Autonomous Driving

In Poster Session 6

Qiyu Ruan ⋅ YUXUAN WANG ⋅ He Li ⋅ Zhenning Li ⋅ Cheng-Zhong Xu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Physics-informed Neural Operator Learning for Nonlinear Grad-Shafranov Equation

In Poster Session 6

Siqi Ding ⋅ Zitong Zhang ⋅ LiXingYu ⋅ Shi Guoyang ⋅ Xiang Gu ⋅ Y.N.Xu ⋅ Huasheng Xie ⋅ Hanyue Zhao ⋅ YUEJIANG SHI ⋅ tianyuan liu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Large-Scale Notification Dispatch with Bundle Treatments and Multi-Outcome Uplift Optimization

In Poster Session 6

Jiajing Xu ⋅ Yanyun Li ⋅ Songyongbao ⋅ Minqin Zhu ⋅ Huxiao Ji ⋅ Linchuan Li ⋅ Cunyi Zhang ⋅ lixuanping ⋅ Kaiqiao Zhan ⋅ Yanan Niu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Nested birth-death processes are competitive with parameter-heavy neural networks as time-dependent models of protein evolution

In Poster Session 6

Annabel Large ⋅ Ian Holmes

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

AutoVSR: Automatic Visual-to-Symbolic Reasoning for Symbolic Expression Generation from Circuit Schematic

In Poster Session 6

Zhe Xiao ⋅ Longfei Li ⋅ Xu He ⋅ Haoying Wu ⋅ Zixing Zhang ⋅ Mingyu Liu

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

RAST-MoE-RL: A Regime-Aware Spatio-Temporal MoE Framework for Deep Reinforcement Learning in Ride-Hailing

In Poster Session 6

Yuhan Tang ⋅ Kangxin Cui ⋅ Jung Ho Park ⋅ Yibo Zhao ⋅ Xuan Jiang ⋅ Haoze He ⋅ Jiangbo Yu ⋅ Haris Koutsopoulos ⋅ Jinhua Zhao

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ML-Agent: Reinforcing LLM Agents for Autonomous Machine Learning Engineering

In Poster Session 6

Zexi Liu ⋅ Jingyi Chai ⋅ Xinyu Zhu ⋅ shuo tang ⋅ Rui Ye ⋅ Weiyu Ma ⋅ Bo Zhang ⋅ LEI BAI ⋅ Siheng Chen

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Position: Evaluation of ML Resource Utilization Requires Model Life Cycle Assessment

In Poster Session 6

Jared Fernandez ⋅ Clara Na ⋅ Yonatan Bisk ⋅ Constantine Samaras ⋅ Emma Strubell

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ProRL: Effective Reinforcement Learning for Proactive Recommendation via Rectified Policy Gradient Estimation

In Poster Session 6

Hongru Hou ⋅ Tiehua Mei ⋅ Denghui Geng ⋅ Jinhui Huang ⋅ Ao Xu ⋅ Hengrui Chen ⋅ Jiaqing Liang ⋅ Deqing Yang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

SWE-MiniSandbox: Container-Free Reinforcement Learning for Building Software Engineering Agents

In Poster Session 6

Danlong Yuan ⋅ Wei Wu ⋅ Huishuai Zhang ⋅ Zhengren Wang ⋅ Xueliang Zhao ⋅ Dongyan Zhao

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

FedUSD: Unbiased Synthetic Data for Federated Learning

In Poster Session 6

Weiying Xie ⋅ Chenhe Hao ⋅ Haozhi Shi ⋅ Jitao Ma ⋅ Daixun Li ⋅ Jiazhe Li ⋅ Hengyi Wang ⋅ Leyuan Fang ⋅ Yunsong Li

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Bridging Your Imagination with Audio-Video Generation via a Unified Director

In Poster Session 6

Jiaxu Zhang ⋅ Tianshu Hu ⋅ Yuan Zhang ⋅ Zenan Li ⋅ Linjie Luo ⋅ Mingyuan Gao ⋅ Guosheng Lin ⋅ Xin Chen

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Learning Stochastic Bridges for Video Object Removal via Video-to-Video Translation

In Poster Session 6

Zijie Lou ⋅ Xiangwei Feng ⋅ Jiaxin Wang ⋅ Jiangtao Yao ⋅ Fei Che ⋅ Tianbao Liu ⋅ WU CHENGJING ⋅ Xiaochao Qu ⋅ Luoqi Liu ⋅ Ting Liu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

LoCoT2V-Bench: Benchmarking Long-Form and Complex Text-to-Video Generation

In Poster Session 6

Xiangqing Zheng ⋅ CHENGYUE WU ⋅ Kehai Chen ⋅ Min zhang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Adaptive Visual Autoregressive Acceleration via Dual-Linkage Entropy Analysis

In Poster Session 6

Yu Zhang ⋅ Jingyi Liu ⋅ Feng Liu ⋅ Duoqian Miao ⋅ Qi Zhang ⋅ Kexue Fu ⋅ Changwei Wang ⋅ Longbing Cao

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

LIVE: Long-horizon Interactive Video World Modeling

In Poster Session 6

Junchao Huang ⋅ Ziyang Ye ⋅ Xinting Hu ⋅ Tianyu He ⋅ Guiyu Zhang ⋅ Shaoshuai Shi ⋅ Jiang Bian ⋅ Li Jiang

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Both Semantics and Reconstruction Matter: Making Representation Encoders Ready for Text-to-Image Generation and Editing

In Poster Session 6

Shilong Zhang ⋅ He Zhang ⋅ Zhifei Zhang ⋅ Chongjian GE ⋅ Shuchen Xue ⋅ Shaoteng Liu ⋅ Mengwei Ren ⋅ Soo Ye Kim ⋅ Yuqian Zhou ⋅ Qing Liu ⋅ Daniil Pakhomov ⋅ Kai Zhang ⋅ Zhe Lin ⋅ Ping Luo

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Towards Trustworthy Video Anomaly Understanding: A Class-Guided Chain-of-Evaluation Metric and An Anomaly-focused Meta-Benchmark

In Poster Session 6

Jiaxu Leng ⋅ Zhoujie Huang ⋅ Mingpi Tan ⋅ Zhanjie Wu ⋅ Xinbo Gao

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Condition Number Based Low-Bit Quantization for Image Super-Resolution

In Poster Session 6

Kai Liu ⋅ Dehui Wang ⋅ Zhiteng Li ⋅ Zheng Chen ⋅ Yong Guo ⋅ Linghe Kong

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

AVGen-Bench: A Task-Driven Benchmark for Multi-Granular Evaluation of Text-to-Audio-Video Generation

In Poster Session 6

Ziwei Zhou ⋅ Zeyuan Lai ⋅ Rui Wang ⋅ Yifan Yang ⋅ Yuqing Yang ⋅ Qi Dai ⋅ Lili Qiu ⋅ Chong Luo

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Geometric Reciprocity: Unlocking Self-Supervision for Stereoscopic Video Generation

In Poster Session 6

Jingyi Lu ⋅ Kai Han

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

VideoBrain: Learning Adaptive Frame Sampling for Long Video Understanding

In Poster Session 6

Junbo Zou ⋅ Ziheng Huang ⋅ Shengjie Zhang ⋅ Liwen Zhang ⋅ Weining Shen

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

STARCaster: Spatio-Temporal AutoRegressive Video Diffusion for Identity- and View-Aware Talking Portraits

In Poster Session 6

Foivos Paraperas Papantoniou ⋅ Stathis Galanakis ⋅ Rolandos Alexandros Potamias ⋅ Bernhard Kainz ⋅ Stefanos Zafeiriou

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Mitigating Error Accumulation in Continuous Navigation via Memory-Augmented Kalman Filtering

In Poster Session 6

Yin Tang ⋅ Jiawei Ma ⋅ Jinrui Zhang ⋅ Alex Jinpeng Wang ⋅ Deyu Zhang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

FS-I2P: A Hierarchical Focus–Sweep Registration Network with Dynamically Allocated Depth

In Poster Session 6

Zhixin Cheng ⋅ Yujia Chen ⋅ Xujing Tao ⋅ Bohao Liao ⋅ Xiaotian Yin ⋅ Baoqun Yin ⋅ Tianzhu Zhang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Zooming without Zooming: Region-to-Image Distillation for Fine-Grained Multimodal Perception

In Poster Session 6

Lai Wei ⋅ Liangbo He ⋅ jun lan ⋅ Lingzhong Dong ⋅ Yutong Cai ⋅ Siyuan Li ⋅ Huijia Zhu ⋅ Weiqiang Wang ⋅ Linghe Kong ⋅ Yue Wang ⋅ Zhuosheng Zhang ⋅ Weiran Huang

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Think in Cloud, Look at Edges: Semantic-Driven Query Decomposition for Efficient Video Reasoning

In Poster Session 6

Wenhao Zou ⋅ Zhijie Cai ⋅ Minchen Yu ⋅ Zongshuai Zhang ⋅ Guangxu Zhu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ImmersePro: End-to-End Stereo Video Synthesis Via Implicit Disparity Learning

In Poster Session 6

Jian Shi ⋅ Zhenyu Li ⋅ Peter Wonka

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Crowd4D: Scene-Aware Monocular 4D Crowd Reconstruction

In Poster Session 6

Hongbo Kang ⋅ Tianyi Zhou ⋅ Qingyang Yang ⋅ Hongwei wen ⋅ Jing Huang ⋅ Yu-Kun Lai ⋅ Kun Li

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Frequency-Aware Perceptual Optimization for Low-Complexity Implicit Image Compression

In Poster Session 6

Haotian Wu ⋅ Gen Li ⋅ Di You ⋅ Pier Luigi Dragotti ⋅ Deniz Gunduz

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

PRISM: Training-Free Video Anomaly Detection via Intrinsic Statistical Modeling

In Poster Session 6

YUANTONG CHEN ⋅ Zhengyan Ding ⋅ YanFeng Shang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

DRFusion: Drift-Resilient Temporally Consistent Infrared–Visible Video Fusion

In Poster Session 6

Xingyuan Li ⋅ HaoYuan Xu ⋅ Shulin Li ⋅ Xiang Chen ⋅ Zhiying Jiang ⋅ Jinyuan Liu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

WildActor: Unconstrained Identity-Preserving Video Generation

In Poster Session 6

Qin Guo ⋅ Tianyu Yang ⋅ Xuanhua He ⋅ Fei Shen ⋅ Yong Zhang ⋅ Zhuoliang Kang ⋅ Xiaoming Wei ⋅ Dan Xu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Phy-CoSF: Physics-Guided Continuous Spectral Fields Reconstruction and Spectral Super-Resolution for Snapshot Compressive Imaging

In Poster Session 6

Wudi Chen ⋅ Zhiyuan Zha ⋅ Xin Yuan ⋅ Shigang Wang ⋅ Bihan Wen ⋅ Jiantao Zhou ⋅ Gang Yan ⋅ zipei fan ⋅ Ce Zhu

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

PerceptionRubrics: Calibrating Multimodal Evaluation to Human Perception

In Poster Session 6

Yana Wei ⋅ Hongbo Peng ⋅ Yanlin Lai ⋅ Liang Zhao ⋅ Kangheng Lin ⋅ En Yu ⋅ Keyu Lv ⋅ Han Zhou ⋅ Yin Tang ⋅ Haodong Li ⋅ Mitt Huang ⋅ Hangyu Guo ⋅ Jianjian Sun ⋅ Zheng Ge ⋅ Xiangyu Zhang ⋅ Daxin Jiang ⋅ Vishal Patel

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

AVTrack: Audio-Visual Speaker Tracking in Complex Scenes

In Poster Session 6

Yaoting Wang ⋅ Yun Zhou ⋅ Zipei Zhang ⋅ Henghui Ding

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience

In Poster Session 6

ZEYI SUN ⋅ Ziyu Liu ⋅ Yuhang Zang ⋅ Yuhang Cao ⋅ Xiaoyi Dong ⋅ Tong Wu ⋅ Dahua Lin ⋅ Jiaqi Wang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Motion Dynamics Learning for Few-Shot Embodied Adaptation

In Poster Session 6

Sibo He ⋅ Weiying Xie ⋅ Daixun Li ⋅ Junhao Zhong ⋅ Jiayun Tian ⋅ Yunke Wang ⋅ Leyuan Fang ⋅ Gang He ⋅ Yunsong Li

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

RADIO1D: Elastic Representations for Condensed Vision Modeling

In Poster Session 6

Greg Heinrich ⋅ Mike Ranzinger ⋅ Collin McCarthy ⋅ Natan Bagrov ⋅ Eugene Khvedchenya ⋅ Bryan Catanzaro ⋅ Jan Kautz ⋅ Andrew Tao ⋅ Pavlo Molchanov

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SAMT: Generating Structured Avatar Meshes and Textures from a Single Image

In Poster Session 6

Muyu Wang ⋅ Xingping Dong ⋅ Jianzhe Gao ⋅ Wenguan Wang ⋅ Yujia Wang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

SceneDirector: Bridging Explicit Geometry and Generative Priors for Unified Driving Scene Editing

In Poster Session 6

Yiyuan Liang ⋅ Zhiying Yan ⋅ Tao Zhang ⋅ Shangke Liu ⋅ Kai Lin ⋅ Xu Zou ⋅ Nong Sang ⋅ Changxin Gao

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

PointDiT: Pixel-Space Diffusion for Monocular Geometry Estimation

In Poster Session 6

Haofei Xu ⋅ Rundi Wu ⋅ Philipp Henzler ⋅ Nikolai Kalischek ⋅ Michael Oechsle ⋅ Fabian Manhardt ⋅ Marc Pollefeys ⋅ Andreas Geiger ⋅ Federico Tombari ⋅ Michael Niemeyer

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Kinematics-Driven Gaussian Shape Deformation for Blurry Monocular Dynamic Scenes

In Poster Session 6

Yeon-Ji Song ⋅ Kiyoung Kwon ⋅ Junoh Lee ⋅ Jin-Hwa Kim ⋅ Byoung-Tak Zhang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

What Makes Synthetic Data Effective in Image Segmentation

In Poster Session 6

Jinjin Zhang ⋅ Xiefan Guo ⋅ Yizhou jin ⋅ Nan Zhou ⋅ Di Huang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

EPS3D: End-to-End Feed-Forward 3D Panoptic Segmentation

In Poster Session 6

Runsong Zhu ⋅ Jiaxin GUO ⋅ Xiaoyang Guo ⋅ Zhengzhe Liu ⋅ Ka-Hei Hui ⋅ Wei Yin ⋅ Kai Chen ⋅ Wei Chen ⋅ Weiqiang Ren ⋅ Yunhui Liu ⋅ Pheng Ann Heng ⋅ Chi Wing Fu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

When Preference Labels Fall Short: Aligning Diffusion Models from Real Data

In Poster Session 6

Weiyan Chen ⋅ Weijian Deng ⋅ Yao Xiao ⋅ Weijie Tu ⋅ ZiYi Dong ⋅ Ibrahim Radwan ⋅ Liang Lin ⋅ Pengxu Wei

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

DisPOSE: Projected Polystochastic Diffusion for Self-Supervised Multi-View 3D Human Pose Estimation

In Poster Session 6

Tony Danjun Wang ⋅ Tolga Birdal ⋅ Nassir Navab ⋅ Lennart Bastian

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Glimpse: Geometry Learning of Multi-scale Structural Priors for 3D Pose Estimation

In Poster Session 6

Zhenhua TANG ⋅ Jihua Peng ⋅ Yanbin Hao ⋅ Qiguang Miao ⋅ Chi-Man Pun

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

OcclusionFormer: Arranging Z-Order for Layout-Grounded Image Generation

In Poster Session 6

Ziye Li ⋅ Henghui Ding

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Expo-GS: Exposure-Aware Signed Distance Function in Gaussian Splatting for High Dynamic Range

In Poster Session 6

Chaoda Song ⋅ Yiren Lu ⋅ Xinpeng Li ⋅ Yunlai Zhou ⋅ Yanyan Zhang ⋅ Yu Yin ⋅ Vipin Chaudhary

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Native Spatio-Temporal 4D Variational Autoencoder

In Poster Session 6

Lihe Ding ⋅ Weicai Ye ⋅ Shaocong Dong ⋅ Xintao Wang ⋅ Pengfei Wan ⋅ Kun Gai ⋅ Tianfan Xue

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Text-Driven Fusion for Infrared and Visible Images: Achieving Image Scene Adaptation on Hyperbolic Space

In Poster Session 6

Huan Kang ⋅ Hui Li ⋅ Tianyang Xu ⋅ Tao Zhou ⋅ Xiaojun Wu ⋅ Josef Kittler

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

PanoWorld-X: Generating Explorable Panoramic Worlds via Sphere-Aware Video Diffusion

In Poster Session 6

Yuyang Yin ⋅ Hao-Xiang Guo ⋅ Fangfu Liu ⋅ Mengyu Wang ⋅ Hanwen Liang ⋅ Eric Li ⋅ Yikai Wang ⋅ Xiaojie Jin ⋅ Yao Zhao ⋅ Yunchao Wei

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

TIMI: Training-Free Image-to-3D Multi-Instance Generation with Spatial Fidelity

In Poster Session 6

Xiao Cai ⋅ Lianli Gao ⋅ Pengpeng Zeng ⋅ Ji Zhang ⋅ Heng Tao Shen ⋅ Jingkuan Song

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

XYZFlow: Scaling Multidimensional Shortcut Flows for Efficient Generative Modeling

In Poster Session 6

Jinxiu Liu ⋅ Xuanming Liu ⋅ Kangfu Mei ⋅ Yandong Wen ⋅ Weiyang Liu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Utonia: Toward One Encoder for All Point Clouds

In Poster Session 6

Yujia Zhang ⋅ Xiaoyang Wu ⋅ Yunhan Yang ⋅ Xianzhe Fan ⋅ Han Li ⋅ Yuechen Zhang ⋅ Zehao Huang ⋅ Naiyan Wang ⋅ Hengshuang Zhao

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

LAMP: Data-Efficient Linear Affine Weight-Space Models for Parameter-Controlled 3D Shape Generation and Extrapolation

In Poster Session 6

Ghadi Nehme ⋅ Yanxia Zhang ⋅ Dule Shu ⋅ Matthew Klenk ⋅ Faez Ahmed

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Trust3R: Unifying Feed-Forward Pointmap Prediction and Evidential Learning for Trust-Aware 3D Reconstruction

In Poster Session 6

Zihao Zhu ⋅ Wenyuan Zhao ⋅ Nuo Chen ⋅ Chao Tian ⋅ Zhiwen Fan

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

MotionGRPO: Overcoming Low Intra-Group Diversity in GRPO-Based Egocentric Motion Recovery

In Poster Session 6

Nanjie Yao ⋅ Junlong Ren ⋅ Wenhao Shen ⋅ Hao Wang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

PromptPilot: Game-Theoretic Multi-Agent Prompt Optimization for Segment Anything

In Poster Session 6

Guangze Shi ⋅ Yingjie Mi ⋅ Jia Shen ⋅ Feixue Shao ⋅ Jiarui Cao ⋅ Yexin Lai ⋅ Xueyu Liu ⋅ Rui Wang ⋅ Yongfei Wu ⋅ Mingqiang Wei

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

LATO: 3D Mesh Flow Matching with Structured TOpology Preserving LAtents

In Poster Session 6

Tianhao Zhao ⋅ Youjia Zhang ⋅ Hang Long ⋅ Jinshen Zhang ⋅ Wenbing Li ⋅ Yang Yang ⋅ Gongbo Zhang ⋅ Jozef Hladký ⋅ Matthias Nießner ⋅ Wei Yang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Position: We need to re-think the concept of “real” images.

In Poster Session 6

Janis Keuper ⋅ Margret Keuper

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Beyond Detection: A Structure-Aware Framework for Scene Text Tracking

In Poster Session 6

Chenmin Yu ⋅ Liu Yu ⋅ Daiqing Wu ⋅ Li gengluo ⋅ Zeyu Chen ⋅ Yu ZHOU

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SurvDiff: A Diffusion Model for Generating Synthetic Data in Survival Analysis

In Poster Session 6

Marie Brockschmidt ⋅ Maresa Schröder ⋅ Stefan Feuerriegel

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

PerturbDiff: Functional Diffusion for Single-Cell Perturbation Modeling

In Poster Session 6

Xinyu Yuan ⋅ Xixian Liu ⋅ Ya Shi Zhang ⋅ Zuobai Zhang ⋅ Hongyu Guo ⋅ Jian Tang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

No Data? No Problem: Robust Vision-Tabular Learning with Missing Values

In Poster Session 6

Marta Hasny ⋅ Laura Daza ⋅ Keno Bressem ⋅ Maxime Di Folco ⋅ Julia Schnabel

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Listening Through the Noise: Cauchy-Driven Diffusion Bridges for Robust Gastrointestinal Auscultation and Clinical Benchmarking

In Poster Session 6

Dian Ding ⋅ Liren Dong ⋅ Yu Lu ⋅ Juntao Zhou ⋅ Ran Wang ⋅ Peng Li ⋅ Zhenyi Jia ⋅ Guangtao Xue

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

SIGMA-PPG: Statistical-prior Informed Generative Masking Architecture for PPG Foundation Model

In Poster Session 6

ZONGHENG GUO ⋅ Tao Chen ⋅ Yang Jiao ⋅ Yi Pan ⋅ Xiao Hu ⋅ Manuela Ferrario

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Bimodal masked language modeling for bulk RNA-seq and DNA methylation representation learning

In Poster Session 6

Maxence Gélard ⋅ Hakim Benkirane ⋅ Thomas Pierrot ⋅ Guillaume Richard ⋅ Paul-Henry Cournède

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Flow-Based Density Ratio Estimation for Intractable Distributions with Applications in Genomics

In Poster Session 6

Egor Antipov ⋅ Alessandro Palma ⋅ Lorenzo Consoli ⋅ Stephan Günnemann ⋅ Andrea Dittadi ⋅ Fabian Theis

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

On Revisiting Entropy for Identifying Mislabeled Medical Images

In Poster Session 6

Chunlei Li ⋅ Zixuan Zheng ⋅ Yilei Shi ⋅ Guanglu Dong ⋅ Pengfei Li ⋅ Jingliang Hu ⋅ Xiao Zhu ⋅ Lichao Mou

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Quantifying the Generalization Gap in Seizure Detection: A Large-Scale Empirical Benchmark via the SzCORE Challenge

In Poster Session 6

Jonathan Dan ⋅ Amirhossein Shahbazinia ⋅ Christodoulos Kechris ⋅ David Atienza

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Position: Stop Chasing the C-index when Evaluating Survival Analysis Models

In Poster Session 6

Christian Marius Lillelund ⋅ Shi-ang Qi ⋅ Russell Greiner ⋅ Christian Fischer Pedersen

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

FunCQNet: A Functional Censored Quantile Neural Network for Predicting Long-Term Post-Transplant Kidney Survival

In Poster Session 6

Jiaqi Men ⋅ Hua Liu ⋅ Yiming Tang ⋅ Jinhong You ⋅ Jianghu Dong ⋅ Jiguo Cao

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Modeling temporal scRNA-seq data with latent Gaussian process and optimal transport

In Poster Session 6

Mehmet Yigit Balik ⋅ Harri Lähdesmäki

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

How (Not) to Hybridize Neural and Mechanistic Models for Epidemiological Forecasting

In Poster Session 6

Yiqi Su ⋅ Ray Lee ⋅ Jiaming Cui ⋅ Naren Ramakrishnan

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

MEDA: Medical-Oriented Activation Editing for Hallucination Mitigation in Medical Large Vision-Language Model

In Poster Session 6

Tianbo Wang ⋅ Yuqing Ma ⋅ Lingyan Meng ⋅ Zhange Zhang ⋅ Kewei Liao ⋅ Jian Yang ⋅ Simin Li ⋅ Jinyang Guo ⋅ Xianglong Liu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Modeling Attributional Style at Scale: A Dataset and Analysis for Psychological Attribution Assessment and Reframing

In Poster Session 6

Qiang Zhou ⋅ Hanzhen Zhu ⋅ Pan Wang ⋅ Rui Tu ⋅ Huaizhi Qu ⋅ Zhuoran Wang ⋅ Xin Hu ⋅ Lei Li ⋅ Tianlong Chen ⋅ Jingtong Hu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

RNA-FM: Flow-Matching Generative Model for Genome-wide RNA-Seq Prediction

In Poster Session 6

Yaxuan Song ⋅ Jianan Fan ⋅ Tianyi Wang ⋅ Qiuyue Hu ⋅ Hang Chang ⋅ Heng Huang ⋅ Weidong Cai

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

From Token to Token Pair: Efficient Prompt Compression for Large Language Models in Clinical Prediction

In Poster Session 6

Mingcheng Zhu ⋅ Zhiyao Luo ⋅ Yu Liu ⋅ Tingting Zhu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

HEXST: Hexagonal Shifted-Window Transformer for Spatial Transcriptomics Gene Expression Prediction

In Poster Session 6

Keunho Byeon ⋅ Jin Tae Kwak

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

SPATIA: Multimodal Generation and Prediction of Spatial Cell Phenotypes

In Poster Session 6

Zhenglun Kong ⋅ Mufan Qiu ⋅ John Boesen ⋅ xiang lin ⋅ Sukwon Yun ⋅ Tianlong Chen ⋅ Manolis Kellis ⋅ Marinka Zitnik

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Time-Conditioned Foreseeing: An EHR-Specific Foundation Model for Irregular Dynamics and Calendrical Time

In Poster Session 6

Bong Gyun Kang ⋅ JUNYONG AHN ⋅ Hyeongrok Han ⋅ Sungroh Yoon

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

STT-LLM: Structural-Temporal Tokenization for Adapting LLMs to Longitudinal Clinical Profiles

In Poster Session 6

Maxx Richard Rahman ⋅ Mostafa Hammouda ⋅ Wolfgang Maass

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Disease-Centric Vision-Language Pretraining with Hybrid Visual Encoding for 3D Computed Tomography

In Poster Session 6

Bowen Shi ⋅ Weiwei Cao ⋅ Ruifeng Yuan ⋅ Wanxing Chang ⋅ Wenrui Dai ⋅ Hongkai Xiong ⋅ Ling Zhang ⋅ Jianpeng Zhang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

What Makes a Good Representation for Single-Cell Perturbation Prediction?

In Poster Session 6

Wenkang Jiang ⋅ Yuhang Liu ⋅ Yichao Cai ⋅ Erdun Gao ⋅ Jiayi Dong ⋅ Ehsan Abbasnejad ⋅ Lina Yao ⋅ Javen Qinfeng Shi

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

How Should Transformers Represent Numeric Values in Electronic Health Records?

In Poster Session 6

Maria Elkjær Montgomery ⋅ Christian Igel ⋅ Mikkel Odgaard ⋅ Martin Sillesen ⋅ Mads Nielsen

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Marrying Generative Model of Healthcare Events with Digital Twin of Human-Environment Interaction for Disease Reasoning

In Poster Session 6

Ziquan Wei ⋅ Tingting Dan ⋅ Guorong Wu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Stabilizing In-Context Multi-Source Domain Adaptation for Biomedical Images Through Controls

In Poster Session 6

Ana Sanchez Fernandez ⋅ Thomas Pinetz ⋅ Werner Zellinger ⋅ Günter Klambauer

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

DPsurv: Dual-Prototype Evidential Fusion for Uncertainty-Aware and Interpretable Whole Slide Image Survival Prediction

In Poster Session 6

Yucheng Xing ⋅ ling huang ⋅ Jingying Ma ⋅ Ruping Hong ⋅ Jiangdong Qiu ⋅ Pei Liu ⋅ Kai He ⋅ Huazhu Fu ⋅ Mengling Feng

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Cardio-mmFlow: A Gaussian-Prior-Free Physics-Informed Flow Matching Framework for Electrocardiogram to mmWave Radar Synthesis.

In Poster Session 6

Ziyang Liu ⋅ Ruiqiang Xiao ⋅ Chang Huang ⋅ KIEREN YU ⋅ Siyuan He ⋅ Kaishun WU

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SpaEF: Spatially Resolved Transcriptomics Data Element-Wise Denoising Framework Powered by Large Models

In Poster Session 6

Zekuan Shang ⋅ Xiaosong Han ⋅ Liupu Wang ⋅ Wei Du ⋅ Peng Zhao ⋅ Yuanshu Li ⋅ Yubin Xiao ⋅ Xuan Wu ⋅ You Zhou

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Plug-and-Play Diffusion Meets ADMM: Dual-Variable Coupling for Robust Medical Image Reconstruction

In Poster Session 6

Chenhe Du ⋅ Xuanyu Tian ⋅ Qing Wu ⋅ Muyu Liu ⋅ Jingyi Yu ⋅ Hongjiang Wei ⋅ Yuyao Zhang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Seizure-Semiology-Suite($S^3$): A Clinically Multimodal Dataset, Benchmark, and Models for Seizure Semiology Understanding

In Poster Session 6

Lina Zhang ⋅ Jiarui Cui ⋅ Tonmoy Monsoor ⋅ Peizheng Li ⋅ Xinyi Peng ⋅ Chong Han ⋅ Prateik Sinha ⋅ Siyuan Dai ⋅ Jessica Pasqua ⋅ Colin McCrimmon ⋅ Weiting Liu ⋅ Hailey Miranda ⋅ Bing Hu ⋅ Xiangting Wu ⋅ Tengyou Xu ⋅ Chunhan Li ⋅ Jiaye Tian ⋅ Jiarui Tang ⋅ Detao Ma ⋅ Lingye Kong ⋅ Junnan Lyu ⋅ Jungang Li ⋅ Yan Zan ⋅ Junhua Huang ⋅ Rajarshi Mazumder ⋅ Vwani Roychowdhury

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning Adaptive Perturbation-Conditioned Contexts for Robust Transcriptional Response Prediction

In Poster Session 6

Yinhua Piao ⋅ Hyomin Kim ⋅ SEONGHWAN KIM ⋅ Yunhak Oh ⋅ Junhyeok Jeon ⋅ Sangyeon Hwang ⋅ Jaechang Lim ⋅ Woo Youn Kim ⋅ Chanyoung Park ⋅ Sungsoo Ahn

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

MoRGEN: Mixture-of-Resolutions Generative Forecasting for Irregularly Sampled Medical Time-Series Data

In Poster Session 6

Nassim Oufattole ⋅ Matthew McDermott ⋅ Collin Stultz

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

scDEBART: Predicting in silico Single-Cell Perturbation Responses via Large-Scale Differential Expression Learning

In Poster Session 6

Jieun Sung ⋅ Wankyu Kim

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

HiST: A Hierarchical Sparse Transformer for Cross-Modal Spatial Transcriptomics Modeling

In Poster Session 6

Weiyi Wu ⋅ Xinwen Xu ⋅ Xingjian Diao ⋅ Siting Li ⋅ Zhi Wei ⋅ Alma Andersson ⋅ Jiang Gui

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

OSF: On Pre-training and Scaling of Sleep Foundation Models

In Poster Session 6

Zitao Shuai ⋅ Zongzhe Xu ⋅ David Yang ⋅ Wei Wang ⋅ Yuzhe Yang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SwitchCraft: Programmatic Design of State-Switching Proteins

In Poster Session 6

Bowen Jing ⋅ Mihir Bafna ⋅ Anisha Parsan ⋅ Heyuan Ni ⋅ David Kwabi-Addo ⋅ Bryan Bryson ⋅ Adam Klivans ⋅ Bonnie Berger

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Interpreting Genomic Language Models using Sparse Autoencoders

In Poster Session 6

Akira Nair ⋅ Jaehyun Joo ⋅ Jonghyun Lee ⋅ Lina Takemaru ⋅ Yidi Huang ⋅ Manu Shivakumar ⋅ Matthew Lee ⋅ Jaesik Kim ⋅ Sokratis Apostolidis ⋅ Dokyoon Kim

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Bridging the Gap in Autonomous Science: The Corpus and Benchmark for Biological Protocol Reasoning

In Poster Session 6

Yuyang Liu ⋅ Liuzhenghao Lyu ⋅ Xiancheng Zhang ⋅ Jingya Wang ⋅ Li Yuan ⋅ Yonghong Tian

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Scaling Small Agents Through Strategy Auctions

In Poster Session 6

Lisa Alazraki ⋅ Shen ⋅ Yoram Bachrach ⋅ Akhil Mathur

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

AudioChat: Unified Audio Storytelling, Editing, and Understanding with Transfusion Forcing

In Poster Session 6

William Chen ⋅ Prem Seetharaman ⋅ Rithesh Kumar ⋅ Oriol Nieto ⋅ Shinji Watanabe ⋅ Justin Salamon ⋅ Zeyu Jin

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ML-Embed: Inclusive and Efficient Embeddings for a Multilingual World

In Poster Session 6

Ziyin Zhang ⋅ Zihan Liao ⋅ Hang Yu ⋅ Peng Di ⋅ Rui Wang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

CoCoReviewBench: A Completeness- and Correctness-Oriented Benchmark for AI Reviewers

In Poster Session 6

Hexuan Deng ⋅ Xiaopeng Ke ⋅ Yichen Li ⋅ Ruina Hu ⋅ Dehao Huang ⋅ Derek F. Wong ⋅ Yue Wang ⋅ Xuebo Liu ⋅ Min zhang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning

In Poster Session 6

Donghang Wu ⋅ Tianyu Zhang ⋅ Yuxin Li ⋅ Hexin Liu ⋅ Chen Chen ⋅ EngSiong Chng ⋅ Yoshua Bengio

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem

In Poster Session 6

Shuofei Qiao ⋅ Yunxiang Wei ⋅ Xuehai Wang ⋅ Bin Wu ⋅ Boyang XUE ⋅ Ningyu Zhang ⋅ Hossein A. Rahmani ⋅ Wang Yanshan ⋅ Qiang Zhang ⋅ Keyan Ding ⋅ Jeff Pan ⋅ Huajun Chen ⋅ Emine Yilmaz

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Ranking Free RAG: Replacing Re-ranking with Selection in RAG for Sensitive Domains

In Poster Session 6

Yash Saxena ⋅ Ankur Padia ⋅ Mandar Chaudhary ⋅ Kalpa Gunaratna ⋅ Srinivasan Parthasarathy ⋅ Manas Gaur

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SPEAR: A Unified SSL Framework for Learning Speech and Audio Representations

In Poster Session 6

Xiaoyu Yang ⋅ Yifan Yang ⋅ Zengrui Jin ⋅ Ziyun Cui ⋅ Wen Wu ⋅ Baoxiangli ⋅ Chao Zhang ⋅ Phil Woodland

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Learning Useful Supervision for Reinforcement Learning in Reasoning Models

In Poster Session 6

Liang CHEN ⋅ Xueting Han ⋅ Li Shen ⋅ Jing Bai ⋅ Kam-Fai Wong

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

User-Aware Active Knowledge Acquisition for Emotional Support Dialogue

In Poster Session 6

Mufan Xu ⋅ Kehai Chen ⋅ Jiahao Hu ⋅ Xinchao Xu ⋅ Muyun Yang ⋅ Tiejun Zhao ⋅ Min zhang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Query-Based Asymmetric Modeling with Decoupled Input–Output Rates for Speech Restoration

In Poster Session 6

Ui-Hyeop Shin ⋅ Jaehyun Ko ⋅ Woocheol Jeong ⋅ Hyung-Min Park

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

MoshiRAG: Asynchronous Knowledge Retrieval for Full-Duplex Speech Language Models

In Poster Session 6

Chung-Ming Chien ⋅ Manu Orsini ⋅ Eugene Kharitonov ⋅ Neil Zeghidour ⋅ Karen Livescu ⋅ Alexandre Défossez

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Very Efficient Listwise Multimodal Reranking for Long Documents

In Poster Session 6

Yiqun Sun ⋅ Pengfei Wei ⋅ Lawrence Hsieh

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

A Semantically Consistent Dataset for Data-Efficient Query-Based Universal Sound Separation

In Poster Session 6

Kai Li ⋅ Jintao Cheng ⋅ Chang Zeng ⋅ Zijun Yan ⋅ Helin Wang ⋅ Zixiong Su ⋅ Bo Zheng ⋅ Xiaolin Hu

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

AuTAgent: A Reinforcement Learning Framework for Tool-Augmented Audio Reasoning

In Poster Session 6

Siqian Tong ⋅ Xuan Li ⋅ Yiwei Wang ⋅ Baolong Bi ⋅ Yujun Cai ⋅ Shenghua Liu ⋅ Yuchen He ⋅ Chengpeng Hao

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

AG-REPA: Causal Layer Selection for Representation Alignment in Audio Flow Matching

In Poster Session 6

Pengfei Zhang ⋅ Tianxin Xie ⋅ Yang Minghao ⋅ Li Liu

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Backjump-on-Graph: Empowering LLMs with Reinforced Retrospective Exploration for Agentic KG Reasoning

In Poster Session 6

Yunqi Zhang ⋅ Shiqi Yan ⋅ Zhenzhao Yuan ⋅ Wenrui Liang ⋅ Yangming Liu ⋅ Zhixiao Qi ⋅ Tianyi Zhang ⋅ Shijie Zhang ⋅ Wei-Qiang Zhang ⋅ Yongfeng Huang ⋅ Haixin Duan ⋅ Shuai Chen ⋅ Yubo Chen

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

VimRAG: Navigating Massive Visual Context in Retrieval-Augmented Generation via Multimodal Memory Graph

In Poster Session 6

Qiuchen Wang ⋅ Shihang Wang ⋅ Yu Zeng ⋅ Qiang Zhang ⋅ Fanrui Zhang ⋅ Zhuoning Guo ⋅ Bosi Zhang ⋅ Wenxuan Huang ⋅ Lin Chen ⋅ Zehui Chen ⋅ Pengjun Xie ⋅ Ruixue Ding

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

SONAR: Spectral‑Contrastive Audio Residuals for Generalizable Deepfake Detection

In Poster Session 6

Ido Nitzan Hidekel ⋅ Gal Lifshitz ⋅ Khen Cohen ⋅ Dan Raviv

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Stream RAG: Instant and Accurate Spoken Dialogue Systems with Streaming Tool Usage

In Poster Session 6

Siddhant Arora ⋅ Haidar Khan ⋅ Kai Sun ⋅ Xin Dong ⋅ Sajal Choudhary ⋅ Seungwhan Moon ⋅ Xinyuan Zhang ⋅ Adithya Sagar ⋅ Surya Appini ⋅ Kaushik Patnaik ⋅ Sanat Sharma ⋅ Shinji Watanabe ⋅ Anuj Kumar ⋅ Ahmed A Aly ⋅ Yue Liu ⋅ Florian Metze ⋅ Zhaojiang Lin

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Panini: Continual Learning in Token Space via Structured Memory

In Poster Session 6

Shreyas Rajesh ⋅ Pavan Holur ⋅ Mehmet Turali ⋅ Chenda Duan ⋅ Vwani Roychowdhury

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Rethinking the Reranker: Boundary-Aware Evidence Selection for Robust Retrieval-Augmented Generation

In Poster Session 6

Jiashuo Sun ⋅ Pengcheng Jiang ⋅ Saizhuo Wang ⋅ Jiajun Fan ⋅ Heng Wang ⋅ Siru Ouyang ⋅ Ming Zhong ⋅ Yizhu Jiao ⋅ Chengsong Huang ⋅ Xueqiang Xu ⋅ Pengrui Han ⋅ Peiran Li ⋅ Jiaxin Huang ⋅ Ge Liu ⋅ Heng Ji ⋅ Jiawei Han

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Breaking the Reference Bottleneck via Learning to Rewrite Conversational Queries without Gold Reference Passages

In Poster Session 6

Doyoung Kim ⋅ Youngjun Lee ⋅ Joeun Kim ⋅ Jihwan Bang ⋅ Hwanjun Song ⋅ Susik Yoon ⋅ Jae-Gil Lee

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Beyond Perplexity: UTF-8 Validity in Byte-aware Language Models

In Poster Session 6

Sangwhan Moon ⋅ Daisuke Oba ⋅ Youmi Ma ⋅ Tatsuya Hiraoka ⋅ Naoaki Okazaki

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

PATCHCODE: Discrete Latent Predictive Learning for EEG Foundation Model

In Poster Session 6

KIEREN YU ⋅ Ziyang LIU ⋅ CHANG Huang ⋅ Kaishun WU

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Cross-Subject Modeling for Widefield Calcium Imaging via Atlas-Aligned Spatiotemporal Tokenization

In Poster Session 6

Mohammad Hosseini ⋅ Eray Erturk ⋅ Saba Hashemi ⋅ Maryam Shanechi

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

FOVI: A biologically-inspired foveated interface for deep vision models

In Poster Session 6

Nicholas Blauch ⋅ George Alvarez ⋅ Talia Konkle

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

BrainJanus: A Foundation Model for Unified Understanding and Generation across Brain, Vision, and Language

In Poster Session 6

Haitao Wu ⋅ Qirui Zhang ⋅ Zhouheng Yao ⋅ Shangquan Sun ⋅ Qihao Zheng ⋅ Mianxin Liu ⋅ Chi Zhang ⋅ Wanli Ouyang ⋅ Chunfeng Song ⋅ Changqing Zhang ⋅ Jiamin Wu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Towards Generalizable EEG-to-fMRI Synthesis via a Unified, Context-Aware Prompting Framework

In Poster Session 6

Yamin Li ⋅ Shiyu Wang ⋅ Chang Li ⋅ Ange Lou ⋅ Haatef Pourmotabbed ⋅ Sarah Goodale ⋅ Dario Englot ⋅ Daniel Moyer ⋅ Roza G Bayrak ⋅ Catie Chang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

EEG-FM-Bench: A Comprehensive Benchmark for the Systematic Evaluation and Diagnostic Analyses of EEG Foundation Models

In Poster Session 6

Wei Xiong ⋅ Jiangtong Li ⋅ Jie Li ⋅ Kun Zhu ⋅ Changjun Jiang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Temporal Context Reinstatement Drives Episodic-Like Order Memory in Long-Context Language Models

In Poster Session 6

Mathis Pink ⋅ Vy Vo ⋅ Qinyuan Wu ⋅ Jianing Mu ⋅ Javier Turek ⋅ Uri Hasson ⋅ Kenneth Norman ⋅ Sebastian Michelmann ⋅ Alexander Huth ⋅ Mariya Toneva

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

EmBrace: A Collective Knowledge Fusion Framework Toward Unified EEG Foundation Models

In Poster Session 6

Ziyu Jia ⋅ Junyi Lin ⋅ Pu Wan ⋅ Jinxin Pi ⋅ Jingying Ma ⋅ Xinliang Zhou ⋅ Peiliang Gong ⋅ Yi Ding ⋅ Chenyu Liu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

From Representation to Action: A Unified Laplacian Framework for Spatial Representation and Path Planning

In Poster Session 6

Junfeng Zuo ⋅ Yuhang He ⋅ Wenhao Zhang ⋅ Fang Fang ⋅ Si Wu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Stabilized Supralinear Networks Learn to Switch Coding Strategies Balancing Cost and Performance

In Poster Session 6

Haoyu Wang ⋅ Wei Dai ⋅ Jialun Ma ⋅ Jiawei Zhang ⋅ Jinqi Liu ⋅ Mingchen Jiang ⋅ Mingqing Xiao ⋅ Yansen Wang ⋅ Dongqi Han ⋅ Dongsheng Li ⋅ Yuguo Yu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Harnessing Spectrum Video for Subject-Level Few-Shot and Cross-Montage EEG Generalization

In Poster Session 6

Wei Wang ⋅ Fang He ⋅ Yifan Li ⋅ Wanying Qu ⋅ Yawei Li ⋅ Quanying Liu ⋅ Yanwei Fu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

EEG-Based Multimodal Learning via Hyperbolic Mixture-of-Curvature Experts

In Poster Session 6

Runhe Zhou ⋅ Shanglin Li ⋅ Guanxiang Huang ⋅ Xinliang Zhou ⋅ Qibin Zhao ⋅ Motoaki Kawanabe ⋅ Yi Ding ⋅ Cuntai Guan

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

RECTOR: Masked Region-Channel-Temporal Modeling for Affective and Cognitive Representation Learning

In Poster Session 6

Jinhan Liu ⋅ Mahsa Shoaran

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

A Hitchhiker's Guide to Poisson Gradient Estimation

In Poster Session 6

Michael Ibrahim ⋅ Hanqi Zhao ⋅ Eli Sennesh ⋅ Zhi Li ⋅ Anqi Wu ⋅ Jacob Yates ⋅ Chengrui Li ⋅ Hadi Vafaii

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

See the Emotion: A Facial Emoji Proxy Modeling for EEG Emotion Recognition

In Poster Session 6

Jingjing Hu ⋅ Dan Guo ⋅ Haofan Cheng ⋅ Zeng ying ⋅ Zhan Si ⋅ Jinxing Zhou ⋅ Meng Wang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Towards the Training of Deeper Predictive Coding Neural Networks

In Poster Session 6

Chang Qi ⋅ Matteo Forasassi ⋅ Thomas Lukasiewicz ⋅ Tommaso Salvatori

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Torus Graphs for Large Scale Neural Phase Analysis

In Poster Session 6

Jack Goffinet ⋅ Casey Hanks ⋅ David Carlson

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Let EEG Models Learn EEG

In Poster Session 6

Yifan Wang ⋅ Yijia Ma ⋅ Wen Li ⋅ Chenyu You

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

TSRBench: A Comprehensive Multi-task Multi-modal Time Series Reasoning Benchmark for Generalist Models

In Poster Session 6

Fangxu Yu ⋅ Xingang Guo ⋅ Lingzhi Yuan ⋅ Haoqiang Kang ⋅ Hongyu Zhao ⋅ Lianhui Qin ⋅ Furong Huang ⋅ Bin Hu ⋅ Tianyi Zhou

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Position: Interpretability in Deep Time Series Models Demands Semantic Alignment

In Poster Session 6

Giovanni De Felice ⋅ Riccardo D`Elia ⋅ Alberto Termine ⋅ Pietro Barbiero ⋅ Giuseppe Marra ⋅ Silvia Santini

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

ADHD Disease Detection Based on Short- and Long-Term Brain Function Encoding and Memory Graph Network

In Poster Session 6

Dongxun Jiang ⋅ Borui Jia ⋅ Yuxuan Wang ⋅ Dongdong Zhang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

It's TIME: Towards the Next Generation of Time Series Forecasting Benchmarks

In Poster Session 6

Zhongzheng Qiao ⋅ SHENG PAN ⋅ Anni Wang ⋅ Viktoriya Zhukova ⋅ Yong Liu ⋅ Xudong Jiang ⋅ Qingsong Wen ⋅ Mingsheng Long ⋅ Ming Jin ⋅ Chenghao Liu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

TelecomTS: A Multi-Modal Observability Dataset for Time Series and Language Analysis

In Poster Session 6

Austin Feng ⋅ Andreas Varvarigos ⋅ Ioannis Panitsas ⋅ Daniela Fernandez ⋅ Yuwei Guo ⋅ Jinbiao Wei ⋅ Chen ⋅ Ali Maatouk ⋅ Leandros Tassiulas ⋅ ZHITAO YING

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Evolving Quantitative Reasoning through Self-Play in Digital Twin Markets

In Poster Session 6

Tianmi Ma ⋅ Wenxin Huang ⋅ Jiawei Du ⋅ Lin Li ⋅ Xian Zhong ⋅ Joey Tianyi Zhou

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Ellipsoidal Time Series Forecasting

In Poster Session 6

Qilin Wang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Sonar-TS: Search-Then-Verify Natural Language Querying for Time Series Databases

In Poster Session 6

Zhao Tan ⋅ Yiji Zhao ⋅ Shiyu Wang ⋅ Chang Xu ⋅ Yuxuan Liang ⋅ Xiping Liu ⋅ Shirui Pan ⋅ Ming Jin

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Revealing Scaling Behavior in Large-scale Time Series Models: Implications for More Efficient and Accurate Forecasting

In Poster Session 6

Xin Qiu ⋅ Junlong Tong ⋅ Yirong Sun ⋅ Yunpu Ma ⋅ Xiaoyu Shen

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Nested Spatio-Temporal Time Series Forecasting

In Poster Session 6

YingHao Ai ⋅ Yukai Zhou ⋅ Ruoxi Jiang ⋅ Junyi An ⋅ Chao Qu ⋅ Zhijian Zhou ⋅ Shiyu Wang ⋅ Fenglei Cao ⋅ Zenglin Xu ⋅ Furao Shen ⋅ Yuan Qi

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Optimizing Network Simulation: Enhancing Performance Prediction Accuracy via Neural Architecture Search

In Poster Session 6

ShaoChen He ⋅ Zirui Zhuang ⋅ Haifeng Sun ⋅ Xiaoyuan Fu ⋅ Qi Qi ⋅ Lei Zhang ⋅ Jianxin Liao ⋅ Jingyu Wang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Shapley Regularized Neural Granger Causality

In Poster Session 6

Maolin Yang ⋅ Zhoufan Zhu ⋅ Yuanhe Tian ⋅ Kun Gao ⋅ MUYI LI

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

FlowState: Sampling-Rate‑Equivariant Time‑Series Forecasting

In Poster Session 6

Lars Graf ⋅ Thomas Ortner ⋅ Stanisław Woźniak ⋅ Angeliki Pantazi

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Learning Fingerprints for Medical Time Series with Redundancy-Constrained Information Maximization

In Poster Session 6

Huayu Li ⋅ ZhengXiao He ⋅ Xiwen Chen ⋅ Jingjing Wang ⋅ Siyuan Tian ⋅ Jinghao Wen ⋅ Ao Li

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Not All Frequencies Are Equal: Energy-Adaptive Diffusion for Time Series Forecasting

In Poster Session 6

Zining Qin ⋅ Huiling qin ⋅ Chenhao Wang ⋅ Jianxiong Guo ⋅ Tian Wang ⋅ Weijia Jia

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: Why a Dynamical Systems Perspective is Needed to Advance Time Series Modeling

In Poster Session 6

Daniel Durstewitz ⋅ Christoph Jürgen Hemmer ⋅ Florian Hess ⋅ Charlotte Ricarda Doll ⋅ Lukas Eisenmann

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Baguan-TS: dual in-context learning model for time series forecasting with covariates

In Poster Session 6

Linxiao Yang ⋅ Xue Jiang ⋅ Gezheng Xu ⋅ Tian Zhou ⋅ Min Yang ⋅ Zhaoyang Zhu ⋅ Linyuan Geng ⋅ Zhipeng Zeng ⋅ Qiming Chen ⋅ Xinyue Gu ⋅ Rong Jin ⋅ Liang Sun

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Forward-Chaining Temporal Point Process

In Poster Session 6

Chao Yang ⋅ Wendi Ren ⋅ Shuang Li

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

PATRA: Pattern-Aware Alignment and Balanced Reasoning for Time Series Question Answering

In Poster Session 6

Junkai Lu ⋅ Peng Chen ⋅ Xingjian Wu ⋅ Yang Shu ⋅ Chenjuan Guo ⋅ Christian S Jensen ⋅ Bin Yang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Crisp: A Spectral-Based Interaction Strategy for Multivariate Time Series Forecasting

In Poster Session 6

Binwu Wang ⋅ Gaoyun Lin ⋅ Jiaming Ma ⋅ Qihe Huang ⋅ Zhengyang Zhou ⋅ Xu Wang ⋅ Pengkun Wang ⋅ Yang Wang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: Current Benchmarking Hinders Real Progress in Deep Learning for Time Series Forecasting

In Poster Session 6

Valentina Moretti ⋅ Andrea Cini ⋅ Ivan Marisca ⋅ Cesare Alippi

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Time-Series Decomposition as a standalone Task: A Mechanism-Driven Diagnostic Benchmark

In Poster Session 6

Zipeng Wu ⋅ Jiani Wei ⋅ Shiqiao Zhou ⋅ Jiajun Chen ⋅ Fabian Spill ⋅ J. Andrews

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ConTSG-Bench: A Unified Benchmark for Conditional Time Series Generation

In Poster Session 6

Shaocheng Lan ⋅ Shuqi Gu ⋅ Zhangzhi Xiong ⋅ Kan Ren

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Dynamic TMoE: A Drift-Aware Dynamic Mixture of Experts Framework for Non-Stationary Time Series Forecasting

In Poster Session 6

Jiawen Zhu ⋅ Shuhan Liu ⋅ Di Weng ⋅ Yingcai Wu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Time-PEFT: Temporal and Multichannel Complexity-Based Fine-Tuning for Time-Series Foundation Models

In Poster Session 6

Jihye Na ⋅ Patara Trirat ⋅ Chanyoung Park ⋅ Jae-Gil Lee

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

L-Drive: Beyond a Single Mapping—Latent Context Drives Time Series Forecasting

In Poster Session 6

Fan Zhang ⋅ Shijun Chen ⋅ Hua Wang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Towards Foundation Models for Zero-Shot Time Series Anomaly Detection: Leveraging Synthetic Data and Relative Context Discrepancy

In Poster Session 6

Tian Lan ⋅ Hao Le ⋅ Jinbo Li ⋅ Wenjun He ⋅ Meng Wang ⋅ Chenghao Liu ⋅ Chen Zhang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Beyond Model Ranking: Predictability-Aligned Evaluation for Time Series Forecasting

In Poster Session 6

Wanjin Feng ⋅ Yuan Yuan ⋅ Jingtao Ding ⋅ Yong Li

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

TimeAutoDiff: A Unified Framework for Generation, Imputation, Forecasting, and Time-Varying Metadata Conditioning of Heterogeneous Time Series Tabular Data

In Poster Session 6

Namjoon Suh ⋅ Yuning Yang ⋅ Din-Yin Hsieh ⋅ Qitong Luan ⋅ Shirong Xu ⋅ Shixiang Zhu ⋅ Guang Cheng

[ URL] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Characterizing the Predictive Impact of Modalities with Supervised Latent-Variable Modeling

In Poster Session 6

Divyam Madaan ⋅ Sumit Chopra ⋅ Kyunghyun Cho

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Generative Visual Code Mobile World Models

In Poster Session 6

Woosung (Reiss) Koh ⋅ Sungjun Han ⋅ Segyu Lee ⋅ Se-Young Yun ⋅ Jamin Shin

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

DFSAttn: Dynamic Fine-grained Sparse Attention for Efficient Video Generation

In Poster Session 6

Jie Hu ⋅ Zixiang Gao ⋅ Yutong He ⋅ Kun Yuan

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Robust Filter Attention: Self-Attention as a Parallel State Estimator

In Poster Session 6

Peter Racioppo

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Incremental Learning of Sparse Attention Patterns in Transformers

In Poster Session 6

Oğuz Yüksel

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Krause Synchronization Transformers

In Poster Session 6

Jingkun Liu ⋅ Yisong Yue ⋅ Max Welling ⋅ Yue Song

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention

In Poster Session 6

Weikang Meng ⋅ Yadan Luo ⋅ Liangyu Huo ⋅ Yingjian Li ⋅ Yaowei Wang ⋅ Xin Li ⋅ Zheng Zhang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Modelling Attention with Aitchison Geometry: Token Distinguishability and Temperature Scaling

In Poster Session 6

Sam Hilton-Jones ⋅ Timothy Norman ⋅ Zhanxing Zhu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Training-Free Hashing-Based Attention via Binary Principal Components

In Poster Session 6

Daohai Yu ⋅ Zhanpeng Zeng ⋅ Keyu Chen ⋅ Wenhao Li ⋅ Zhifeng Shen ⋅ Luxi Lin ⋅ Ruizhi Qiao ⋅ Xing Sun ⋅ Rongrong Ji

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Anatomy of Massive Activations and Attention Sinks

In Poster Session 6

Shangwen Sun ⋅ Alfredo Canziani ⋅ Yann LeCun ⋅ Jiachen Zhu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Quaternion Self-Attention with Shared Scores

In Poster Session 6

Shogo Yamauchi ⋅ Tohru Nitta ⋅ Hideaki Tamori

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

DEGAP: Dynamic Entropy-Guided Attention Perturbation for Contrastive Decoding in Large Vision-Language Models

In Poster Session 6

Mingyu Kang ⋅ Yuna Jeong ⋅ Junhyeong Park ⋅ Hyein Seo ⋅ Yong Suk Choi

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Left–Right Symmetry Breaking in CLIP-style Vision-Language Models Trained on Synthetic Spatial-Relation Data

In Poster Session 6

Takaki Yamamoto ⋅ Chihiro Noguchi ⋅ Toshihiro Tanizawa

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Test-Time Training Is Secretly Linear Attention

In Poster Session 6

Junchen Liu ⋅ Sven Elflein ⋅ Or Litany ⋅ Zan Gojcic ⋅ Ruilong Li

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Contribution Weights: A Geometrical Analysis of Self-Attention Transformers

In Poster Session 6

Jake Cunningham ⋅ Nicola Muca Cirone

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Universal Approximation with Softmax Attention

In Poster Session 6

Jerry Yao-Chieh Hu ⋅ Hude Liu ⋅ Hong-Yu Chen ⋅ Weimin Wu ⋅ Han Liu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Attention Sink Forges Native MoE in Attention Layers: Sink-Aware Training to Address Head Collapse

In Poster Session 6

Zizhuo Fu ⋅ Wenxuan Zeng ⋅ Runsheng Wang ⋅ Meng Li

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

You Need Better Attention Priors

In Poster Session 6

Elon Litman ⋅ Gabe Guo

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Multipole Semantic Attention: A Fast Approximation of Softmax Attention for Pretraining

In Poster Session 6

Rupert Mitchell ⋅ Kristian Kersting

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

PLASH: Provably Linear-Time Attention with Selective Higher-Order Feature Sketching

In Poster Session 6

Yuwen Huang ⋅ Xiang Pan

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Linearizing Vision Transformer with Test-Time Training

In Poster Session 6

Yining Li ⋅ Dongchen Han ⋅ Zeyu Liu ⋅ Hanyi Wang ⋅ Yulin Wang ⋅ Gao Huang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Segmentation From Attention: Training-Free Layer Selection and One-Shot Tuning for Segmentation in VLMs

In Poster Session 6

Mir Rayat Imtiaz Hossain ⋅ Mennatullah Siam ⋅ Leonid Sigal ⋅ James Little

[ URL] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Tucker Attention: A generalization of approximate attention mechanisms

In Poster Session 6

Timon Klein ⋅ Jonas Kusch ⋅ Sebastian Sager ⋅ Stefan Schnake ⋅ Steffen Schotthöfer

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

LUCID: Attention with Preconditioned Representations

In Poster Session 6

Sai Surya Duvvuri ⋅ Nirmal Patel ⋅ Nilesh Gupta ⋅ Inderjit Dhillon

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Dissecting Multimodal In-Context Learning: Modality Asymmetries and Circuit Dynamics in modern Transformers

In Poster Session 6

Yiran Huang ⋅ Karsten Roth ⋅ Quentin Bouniot ⋅ Wenjia Xu ⋅ Zeynep Akata

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

HARD-KV: Head-Adaptive Regularization for Decoding-time KV Compression

In Poster Session 6

Yuxuan Yang ⋅ Feiyang Ren ⋅ Bowen Zeng ⋅ Dalin Zhang ⋅ Jinpeng Chen ⋅ Gang Chen ⋅ Huan Li

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Compass-RoPE: Isotropic Rotary Position Embeddings for Vision Transformers

In Poster Session 6

Chengxi Min ⋅ Wei Wang ⋅ Yao Zhao

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Efficient Transformer Attention for SNNs via Hadamard Simplification

In Poster Session 6

Tingting Jiang ⋅ Jiangrong Shen ⋅ Long Chen ⋅ Yaxin Li ⋅ Qi Xu

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Balancing Fidelity and Diversity in Diffusion Models via Symmetric Attention Decomposition: Hopfield Perspective

In Poster Session 6

Hyunmin Cho ⋅ Woo Kyoung Han ⋅ Kyong Hwan Jin

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Entropy-Aware Dynamic KV Cache Sparsification for Autoregressive Image Generation and Editing

In Poster Session 6

Tong Tong ⋅ LING XING ⋅ Linjie Li ⋅ Rui Yan ⋅ Zhengyuan Yang ⋅ Lijuan Wang ⋅ Alex Jinpeng Wang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

AdaSplash-2: Faster Differentiable Sparse Attention

In Poster Session 6

Nuno M. T. Gonçalves ⋅ Hugo Pitorro ⋅ Vlad Niculae ⋅ Edoardo Ponti ⋅ Lei Li ⋅ Andre Martins ⋅ Marcos V. Treviso

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

PACEAttention: Principled and Adaptive Feature Compression-Expansion Grounded in the Geometry of $\text{MCR}^2$

In Poster Session 6

Xiaojie Yu ⋅ Haibo Zhang ⋅ Jeremiah D. Deng ⋅ Lizhi Peng

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

SleepMaMi: A Universal Sleep Foundation Model for Integrating Macro- and Micro-structures

In Poster Session 6

Keondo Park ⋅ Younghoon Na ⋅ Yourim Choi ⋅ Hyunwoo Ryu ⋅ Hyun-Woo Shin ⋅ Hyung-Sin Kim

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

mmBERT: A Modern Multilingual Encoder with Annealed Language Learning

In Poster Session 6

Marc Marone ⋅ Orion Weller ⋅ William Fleshman ⋅ Eugene Yang ⋅ Dawn Lawrie ⋅ Benjamin Van Durme

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Zero-Shot Rankability: Revealing Latent Ordinal Structure in Multimodal Large Language Models via Language

In Poster Session 6

Nam Hyeon-Woo ⋅ Yebin Moon ⋅ Sohwi Lim ⋅ Kwon Byung-Ki ⋅ Tae-Hyun Oh

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

MODEL SOUPS NEED ONLY ONE INGREDIENT

In Poster Session 6

Alireza Abdollahpourrostam ⋅ Nikolaos Dimitriadis ⋅ Adam Hazimeh ⋅ Pascal Frossard

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

MORE: A Multilingual Document Parsing Benchmark and Evaluation

In Poster Session 6

Long Xu ⋅ Binghong Wu ⋅ TingHao YU ⋅ Hao Feng ⋅ zhenyuhuang ⋅ Haoqing Jiang ⋅ Yunhao Wang ⋅ Shuo Huang ⋅ feng zhang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Scaling Laws and Architectural Frontiers in Metagenomic Foundation Models

In Poster Session 6

Geraldene Munsamy ⋅ Gavin Ayres ⋅ Jérémie DONA ⋅ Carla Greco ⋅ Daniel P Anderson ⋅ Srijani Sridhar ⋅ William Chow ⋅ Aaron Kollasch ⋅ Robert Pecoraro ⋅ Tanggis Bohnuud ⋅ Keith Kam ⋅ Gus Minto-Cowcher ⋅ Marcus Leung ⋅ Hassan Sirelkhatim ⋅ John St. John ⋅ Ali Taghibakhshi ⋅ Tyler Shimko ⋅ Jared Wilber ⋅ Timur Rvachov ⋅ Saee Paliwal ⋅ Eddie Calleja ⋅ Noelia Ferruz ⋅ Kevin Yang ⋅ Francesco Farina ⋅ Philipp Lorenz

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

A Foundation-style Model for Zero-Shot Statistical Dependency Measurement

In Poster Session 6

Zhengyang Hu ⋅ Yanzhi Chen ⋅ Hanxiang Ren ⋅ Qunsong Zeng ⋅ Youyi Zheng ⋅ Adrian Weller ⋅ Kaibin Huang ⋅ Yanchao Yang

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Similarity Is Not Logic: Factored Inference for Dual-Encoder Vision-Language Models

In Poster Session 6

Sultan Alshehri ⋅ Zhantao Yang ⋅ Han Zhang ⋅ Marios Savvides

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Attn-QAT: 4-Bit Attention With Quantization-Aware Training

In Poster Session 6

Peiyuan Zhang ⋅ Matthew Noto ⋅ Wenxuan Tan ⋅ Chengquan Jiang ⋅ Will Lin ⋅ Wei Zhou ⋅ Hao Zhang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Mitigating Mask Prior Drift and Positional Attention Collapse in Large Diffusion Vision-Language Models

In Poster Session 6

Sujung Hong ⋅ Chanyong Yoon ⋅ Seong Jae Hwang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Beyond Log Likelihood: Probability-Based Objectives for Supervised Fine-Tuning across the Model Capability Continuum

In Poster Session 6

Gaotang Li ⋅ Ruizhong Qiu ⋅ Xiusi Chen ⋅ Heng Ji ⋅ Hanghang Tong

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

The Deterministic Horizon: When Extended Reasoning Fails and Tool Delegation Becomes Necessary

In Poster Session 6

Dongxin Guo ⋅ Jikun Wu ⋅ Siu Ming Yiu

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

MODUS: Decoder-only Any-to-Any Modeling of Diverse Modalities

In Poster Session 6

Mingqiao Ye ⋅ Zhaochong An ⋅ Zhitong Gao ⋅ Xian Liu ⋅ Oğuzhan Fatih Kar ⋅ Jesse Allardice ⋅ Roman Bachmann ⋅ David Mizrahi ⋅ François Fleuret ⋅ Chuan Li ⋅ Amir Zadeh ⋅ Serge Belongie ⋅ Afshin Dehghan ⋅ Amir Zamir

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

ChaosNexus: A Foundation Model for ODE-based Chaotic System Forecasting with Hierarchical Multi-scale Awareness

In Poster Session 6

Chang Liu ⋅ Bohao Zhao ⋅ Jingtao Ding ⋅ Yong Li

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Diversity Matters: Revisiting Test-Time Compute in Vision-Language Models

In Poster Session 6

Yijie Tong ⋅ Yifan Hou ⋅ Shaobo Cui ⋅ Antoine Bosselut ⋅ Mrinmaya Sachan

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Making Foundation Models Probabilistic via Singular Value Ensembles

In Poster Session 6

Mehmet Ozgur Turkoglu ⋅ Dominik J. Mühlematter ⋅ Alexander Becker ⋅ Konrad Schindler ⋅ Helge Aasen

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Head-in-Head in Linear Attention

In Poster Session 6

Shijie Mei ⋅ Man Yao ⋅ Jiabo Tong ⋅ Bo XU ⋅ Guoqi Li

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Ramba: Selective State-Space Models for Relational Deep Learning

In Poster Session 6

Yiming Liu ⋅ Chunyu Wei ⋅ haozhe lin ⋅ Fengjun Xiao ⋅ Junqi Zhang ⋅ Yunhai Wang ⋅ Yueguo Chen

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

ACO-MoE-LoRA: Evolving-while-Training for Adapting Segment Anything Model 2 to Specialized Domains

In Poster Session 6

Kaiyi Luo ⋅ Bangjun Wang ⋅ Li Zhang ⋅ Fanzhang Li ⋅ Fei Zhu ⋅ Jiaqing Fan

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

CoLA: Cross-Modal Low-rank Adaptation for Multimodal Downstream Tasks

In Poster Session 6

Wish Suharitdamrong ⋅ Tony Alex ⋅ Muhammad Awais ⋅ Sara Atito

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Utility-Diversity Aware Online Batch Selection for LLM Supervised Fine-tuning

In Poster Session 6

Heming Zou ⋅ Yixiu Mao ⋅ Yun Qu ⋅ Cheems Wang ⋅ Xiangyang Ji

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Mitigating Label Shift in Tabular In-Context Learning via Test-Time Posterior Adjustment

In Poster Session 6

Seunghan Lee

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

CAOS: Conformal Aggregation of One-Shot Predictors

In Poster Session 6

Maja Waldron

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

CryoACE: An Atom-centric Framework for Accurate and Automated Model Building in Cryo-EM

In Poster Session 6

Minzhang Li ⋅ Mingrui Li ⋅ Weichen Qin ⋅ Qihe Chen ⋅ Sixian Shen ⋅ Yuan Pei ⋅ Jiakai Zhang ⋅ Jingyi Yu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Trajectory-Aware Spiking DiTs Conversion via Membrane Potential Error-Feedback

In Poster Session 6

Haoran Fang ⋅ Jinjie Fang ⋅ Tianxing Man ⋅ Wanli Shi ⋅ Xingchen Li ⋅ Bin Gu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Revisiting Spectral Representations in Generative Diffusion Models

In Poster Session 6

Yuehao Wang ⋅ Peihao Wang ⋅ Hanwen Jiang ⋅ Ziyi Yang ⋅ Qixing Huang ⋅ Zhangyang “Atlas” Wang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Twins: Learn to Predict Unified Representations with Focal Loss

In Poster Session 6

Kaixiong Gong ⋅ Xin Cai ⋅ Bin Lin ⋅ Hao Wang ⋅ Yunlong Lin ⋅ Mingzhe Zheng ⋅ Bohao Li ⋅ Jian-Wei Zhang ⋅ Miles Yang ⋅ Zhao Zhong ⋅ Liefeng Bo ⋅ Xiangyu Yue

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Efficient Reasoning with Hidden Thinking

In Poster Session 6

Xuan Shen ⋅ Yizhou Wang ⋅ Yufa Zhou ⋅ Xiangxi Shi ⋅ Pu Zhao ⋅ Yanzhi Wang ⋅ Jiuxiang Gu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Geometry-Aware Tabular Diffusion

In Poster Session 6

David Zagardo

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

RobuQ: Pushing DiTs to W1.58A2 via Robust Activation Quantization

In Poster Session 6

Kaicheng Yang ⋅ Xun Zhang ⋅ Haotong Qin ⋅ Yucheng Lin ⋅ Kaisen Yang ⋅ Xianglong Yan ⋅ Yulun Zhang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Geometric Decoupling: Diagnosing the Structural Instability of Latent

In Poster Session 6

Yuanbang Liang ⋅ Zhengwen Chen ⋅ Yu-Kun Lai

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization

In Poster Session 6

Haocheng Xi ⋅ Shuo Yang ⋅ Yilong Zhao ⋅ Muyang Li ⋅ Han Cai ⋅ Xingyang Li ⋅ Yujun Lin ⋅ Zhuoyang Zhang ⋅ Jintao Zhang ⋅ Xiuyu Li ⋅ Zhiying Xu ⋅ Jun Wu ⋅ Chenfeng Xu ⋅ Ion Stoica ⋅ Song Han ⋅ Kurt Keutzer

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

GEM: Geometric Erasure by Contrastive Velocity Matching in Rectified Flows

In Poster Session 6

Jonas Henry Grebe ⋅ Tobias Braun ⋅ Anna Rohrbach ⋅ Marcus Rohrbach

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SGMD: Score Gradient Matching Distillation for Few-Step Video Diffusion Distillation

In Poster Session 6

Zhuguanyu Wu ⋅ Ruihao Gong ⋅ Yang Yong ⋅ Yushi Huang ⋅ Xiangyu Fan ⋅ Lei Yang ⋅ Dahua Lin ⋅ Xianglong Liu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SemanticNVS: Improving Semantic Scene Understanding in Generative Novel View Synthesis

In Poster Session 6

Xinya Chen ⋅ Christopher Wewer ⋅ Jiahao Xie ⋅ Xinting Hu ⋅ Jan Eric Lenssen

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Rethinking 3D Shape Generation: Diffusion over Superquadrics

In Poster Session 6

Zhiyang Liu ⋅ Wanze Li ⋅ Yuwei Wu ⋅ Chengran Yuan ⋅ JIAWEI SUN ⋅ Rui Zheng ⋅ Marcelo Ang Jr

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Normalizing Flows with Iterative Denoising

In Poster Session 6

Tianrong Chen ⋅ Jiatao Gu ⋅ David Berthelot ⋅ Joshua M Susskind ⋅ Shuangfei Zhai

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

GuidedBridge: Training-freely Improving Bridge Models with Prior Guidance

In Poster Session 6

Zehua Chen ⋅ Yucheng Yang ⋅ Binjie Yuan ⋅ Kaiwen Zheng ⋅ Jun Liu ⋅ Jun Zhu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

KFStego: Key-Free Secure Image Distribution via Bipartite Structural Invariants

In Poster Session 6

Ren Lijing ⋅ denghui zhang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Scalable GANs with Transformers

In Poster Session 6

Sangeek Hyun ⋅ MinKyu Lee ⋅ Jae-Pil Heo

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

RePack then Refine: Efficient Diffusion Transformers with Vision Foundation Models

In Poster Session 6

Guanfang Dong ⋅ Luke Schultz ⋅ Negar Hassanpour ⋅ Chao Gao

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Toward Identifiable Sparse Autoencoders

In Poster Session 6

Walter Nelson ⋅ Theofanis Karaletsos ⋅ Francesco Locatello

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Geodesic Flow Matching for Denoising High-Dimensional Structured Representations

In Poster Session 6

Karim Habashy ⋅ Chris Eliasmith

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Stein Diffusion Guidance: Training-Free Posterior Correction for Sampling Beyond High-Density Regions

In Poster Session 6

Van Khoa NGUYEN ⋅ Lionel Blondé ⋅ Alexandros Kalousis

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Meta-iLaD: Identifiable Latent Dynamics via Meta-Learning of Dynamics Environments

In Poster Session 6

Yubo Ye ⋅ Sweekar Piya ⋅ Xiajun Jiang ⋅ Linwei Wang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Inverse Entropic Optimal Transport Solves Semi-supervised Learning via Data Likelihood Maximization

In Poster Session 6

Mikhail Persiianov ⋅ Arip Asadulaev ⋅ Nikita Andreev ⋅ Nikita Starodubcev ⋅ Dmitry Baranchuk ⋅ Anastasis Kratsios ⋅ Evgeny Burnaev ⋅ Aleksandr Korotin

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Triadic Dynamics Aware Diffusion Posterior Sampling for Inverse Problems: Optimizing Guidance and Stochasticity Schedules

In Poster Session 6

Junseo Bang ⋅ Dong Ju Mun ⋅ Hoigi Seo ⋅ Seongmin Hong ⋅ Se Young Chun

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Biased Generalization in Diffusion Models

In Poster Session 6

Luca Saglietti ⋅ Luca Biggio ⋅ Jerome Garnier-Brun ⋅ Davide Beltrame ⋅ Marc Mezard

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Neural Dispersion on Graphs

In Poster Session 6

Ryien Hosseini ⋅ Pouya Gholami ⋅ Filippo Simini ⋅ Venkatram Vishwanath ⋅ Rebecca Willett ⋅ Henry (Hank) Hoffmann

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Riemannian Neural Optimal Transport

In Poster Session 6

Alessandro Micheli ⋅ Yueqi Cao ⋅ Anthea Monod ⋅ Samir Bhatt

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Geometry-Correct Diffusion Posterior Sampling with Denoiser-Pullback Curvature Guidance and Manifold-Aligned Damping

In Poster Session 6

Seunghyeok Shin ⋅ Minwoo Kim ⋅ Dabin Kim ⋅ Hongki Lim

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Tail Annealing for Heavy-Tailed Flow Matching

In Poster Session 6

Jean Pachebat

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Breaking the Simplification Bottleneck in Amortized Neural Symbolic Regression

In Poster Session 6

Paul Saegert ⋅ Ullrich Koethe

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Flow Sampling : Learning to Sample from Unnormalized Densities via Denoising Conditional Processes

In Poster Session 6

Aaron Havens ⋅ Brian Karrer ⋅ Neta Shaul

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

FourTune: Towards Fully 4-Bit Efficient Post-Training for Diffusion Models

In Poster Session 6

Bowen Xue ⋅ Zihan Min ⋅ Xingyang Li ⋅ Muyang Li ⋅ Yujun Lin ⋅ Zhekai Zhang ⋅ Haocheng Xi ⋅ Lvmin Zhang ⋅ Maneesh Agrawala ⋅ Jun-Yan Zhu ⋅ Song Han

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Efficient Diffusion LLMs via Temporal-Spatial Parallel Decoding and Confidence Extrapolation

In Poster Session 6

Zekai Li ⋅ Ji Liu ⋅ Yiqing Huang ⋅ Ziqiong Liu ⋅ Dong Li ⋅ Emad Barsoum

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Set Diffusion: Interpolating Token Orderings between Autoregression and Diffusion for Fast and Flexible Decoding

In Poster Session 6

Marianne Arriola ⋅ Volodymyr Kuleshov

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

FeRA: Frequency-Energy Constrained Routing for Effective Diffusion Adaptation Fine-Tuning

In Poster Session 6

Bo Yin ⋅ Xiaobin Hu ⋅ Xingyu Zhou ⋅ Yu HE ⋅ Peng-Tao Jiang ⋅ Yue Liao ⋅ Junwei Zhu ⋅ Weijian Cao ⋅ Ying Tai ⋅ Shuicheng YAN

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ReGen: Hierarchical Multi-Prompt Representation Generation for Efficient Waveform Diffusion Models

In Poster Session 6

Sang-Hoon Lee ⋅ Ha-Yeong Choi

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Watch Your Step: Information Injection in Diffusion Models via Shadow Timestep Embedding

In Poster Session 6

AN HUANG ⋅ Junggab Son ⋅ Zuobin Xiong

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Two Calm Ends and the Wild Middle: A Geometric Picture of Memorization in Diffusion Models

In Poster Session 6

Nick Dodson ⋅ Xinyu Gao ⋅ Qingsong Wang ⋅ Yusu Wang ⋅ Zhengchao Wan

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Lookahead Sample Reward Guidance for Test-Time Scaling of Diffusion Models

In Poster Session 6

Yeongmin Kim ⋅ Donghyeok Shin ⋅ Byeonghu Na ⋅ Minsang Park ⋅ Richard Lee Kim ⋅ IL CHUL MOON

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Hölder++: Improving Quality-Coherence Trade-off in Multimodal VAEs

In Poster Session 6

Huyen Vo ⋅ María Martínez-García ⋅ Isabel Valera

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

VDW-GNNs: Vector diffusion wavelets for geometric graph neural networks

In Poster Session 6

David R Johnson ⋅ Alexander Sietsema ⋅ Rishabh Anand ⋅ Deanna Needell ⋅ Smita Krishnaswamy ⋅ Michael Perlmutter

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

A Pure Hierarchical Spectral Parcellation Network for Brain Network Analysis

In Poster Session 6

Jiaming Zhuo ⋅ Shuai Zhai ⋅ Ziyi Ma ⋅ Kun Fu ⋅ Chuan Wang ⋅ Di Jin ⋅ Zhen Wang ⋅ Xiaochun Cao ⋅ Huazhu Fu ⋅ Liang Yang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

L2G-NET: Local to Global Spectral Graph Neural Networks via Cauchy Factorizations

In Poster Session 6

Samuel Fernandez ⋅ Eduardo Pavez ⋅ Antonio Ortega

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Entangled No More: Multi-Domain Decoupling for Robust Dynamic Graph Neural Networks

In Poster Session 6

Youda Mo ⋅ Chaobo He ⋅ Junwei Cheng ⋅ Peng Mei ⋅ Quanlong Guan

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

End-to-end Graph-structured Brain Representation Learning

In Poster Session 6

Liang Yang ⋅ Shuai Zhai ⋅ Ziyi Ma ⋅ Jiaming Zhuo ⋅ Di Jin ⋅ Chuan Wang ⋅ Zhen Wang ⋅ Xiaochun Cao

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Graph Neural Dynamics via Learned Energy and Tangential Flows

In Poster Session 6

Moshe Eliasof ⋅ Eldad Haber ⋅ Carola-Bibiane Schönlieb

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

GraphP-FL: Personalized Federated Graph Learning via Dynamic Structure Awareness and Fisher Information Elastic Alignment

In Poster Session 6

Haoyu Chen ⋅ Jinsong Wang ⋅ Zening Zhao ⋅ Kai Shi ⋅ Zongpu Wei ⋅ Jianhao Li

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Adversarial Attacks and Robust Training for Hypergraph Neural Networks

In Poster Session 6

Naheed Anjum Arafat ⋅ Debabrota Basu ⋅ Yulia Gel ⋅ Danda Rawat

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Uncertainty-Constrained Trustworthiness for Graph Learning

In Poster Session 6

Chunhui Zhang ⋅ Pengqi Li ⋅ Lizhong Ding ⋅ Peng Yang ⋅ Changsheng Li ⋅ Ye Yuan ⋅ Guoren Wang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Unitary Convolutions for Message-passing and Positional Encodings on Directed Graphs

In Poster Session 6

Lukas Fesser ⋅ Bobak Kiani ⋅ Melanie Weber

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learnable Kernel Density Estimation for Graphs and Its Application to Graph-Level Anomaly Detection

In Poster Session 6

Xudong Wang ⋅ Ziheng Sun ⋅ Chris Ding ⋅ Jicong Fan

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Understanding Truncated Positional Encodings for Graph Neural Networks

In Poster Session 6

James Flora ⋅ Mitchell Black ⋅ Weng-Keen Wong ⋅ Amir Nayyeri

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Boundary Embedding Shaping with Adaptive Contrastive Learning for Graph Structural Disentanglement

In Poster Session 6

Jiaqing Chen ⋅ Zidu Yin ⋅ Yichao Cai ⋅ Yuhang Liu ⋅ Zhen Zhang ⋅ Dong Gong ⋅ Javen Qinfeng Shi

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Anchor-guided Hypergraph Condensation with Dual-level Discrimination

In Poster Session 6

Fan Li ⋅ Xiaoyang Wang ⋅ Chen Chen ⋅ Wenjie Zhang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

EquiCAD: A Geometric Equivariant Neural Network for 3D Shape Classiﬁcation

In Poster Session 6

Yonghao Su ⋅ Yantao Gan ⋅ Junfeng Long ⋅ Caiyang Yu ⋅ Wenhao Zheng ⋅ Xianggen Liu ⋅ Jiancheng Lv

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Feedback Control for Multi-Objective Graph Self-Supervision

In Poster Session 6

Karish Grover ⋅ Theodore Vasiloudis ⋅ Han Xie ⋅ Sixing Lu ⋅ Xiang song ⋅ Christos Faloutsos

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Beyond ReLU: Bifurcation, Oversmoothing, and Topological Priors

In Poster Session 6

Erkan Turan ⋅ Gaspard Abel ⋅ Maysam Behmanesh ⋅ Emery Pierson ⋅ Maks Ovsjanikov

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SuperHype: Hypergraph Generation via Graph-Superposition Decomposition

In Poster Session 6

Lucas Gantes ⋅ Abele Mălan ⋅ Roberto Gheda ⋅ Robert Birke ⋅ Lydia Y. Chen

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Fast Mixture of Curvature-Aware Experts for Diverse and Dynamic Graph Topologies

In Poster Session 6

Jiayi Yang ⋅ Xing Wei ⋅ Chunchun Chen ⋅ Yi Feng ⋅ Wengang Guo ⋅ Rui Fan ⋅ Xiaofeng Cao ⋅ Xin Sun ⋅ Wei Ye

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

SFCLTA: Spectral Fusion Contrastive Learning with Topology-Adaptive Graph Augmentation

In Poster Session 6

Zhuo Xu ⋅ Lu Bai ⋅ Jincheng Li ⋅ Lixin Cui ⋅ Ming Li ⋅ Hangyuan Du ⋅ Yue Wang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Is Vibe Coding Safe? Benchmarking Vulnerability of Agent-Generated Code in Real-World Tasks

In Poster Session 6

Songwen Zhao ⋅ Danqing Wang ⋅ Kexun Zhang ⋅ Jiaxuan Luo ⋅ Zhuo Li ⋅ Lei Li

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

ParamMem: Augmenting Language Agents with Parametric Reflective Memory

In Poster Session 6

Tianjun Yao ⋅ Yongqiang Chen ⋅ Yujia Zheng ⋅ Pan Li ⋅ Zhiqiang Shen ⋅ Kun Zhang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Hallucination Detection from Structural Reasoning Model

In Poster Session 6

Jianbo Sun ⋅ Pengkun Yang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

CauSciBench: Evaluating LLM Causal Inference for Scientific Research

In Poster Session 6

Sawal Acharya ⋅ Terry Zhang ⋅ Andrew Kim ⋅ Anahita Haghighat ⋅ Xianlin Sun ⋅ Pepijn Cobben ⋅ Rahul Shrestha ⋅ Maximilian Mordig ⋅ Jacob Emmerson ⋅ Furkan Danisman ⋅ Yuen Chen ⋅ Clijo Jose ⋅ Andrei Muresanu ⋅ Justin Cui ⋅ Jiarui Liu ⋅ Yahang Qi ⋅ Punya Pandey ⋅ Yinya Huang ⋅ Bernhard Schölkopf ⋅ Zhijing Jin

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

BandPO: Bridging Trust Regions and Ratio Clipping via Probability-Aware Bounds for LLM Reinforcement Learning

In Poster Session 6

Yuan Li ⋅ Bo Wang ⋅ Yufei Gao ⋅ Yuqian Yao ⋅ Xinyuan Wang ⋅ Zhangyue Yin ⋅ Xipeng Qiu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

SAGE: Shaping Anchors for Guided Exploration in RLVR of LLMs

In Poster Session 6

Chanuk Lee ⋅ Minki Kang ⋅ Sung Ju Hwang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Predicting the Emergence of Induction Heads in Language Model Pretraining

In Poster Session 6

Tatsuya Aoyama ⋅ Ethan Wilcox ⋅ Nathan Schneider

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

CLIMB: Taming the LoRA Residency Cliff in Multi-LoRA Serving

In Poster Session 6

Haoran Zhang ⋅ Zhiyu Liang ⋅ ZUO Decheng ⋅ Hongzhi Wang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization

In Poster Session 6

Shih-Yang Liu ⋅ Xin Dong ⋅ Ximing Lu ⋅ Shizhe Diao ⋅ Peter Belcak ⋅ Mingjie Liu ⋅ Min-Hung Chen ⋅ Hongxu Yin ⋅ Yu-Chiang Wang ⋅ Kwang-Ting Cheng ⋅ Yejin Choi ⋅ Jan Kautz ⋅ Pavlo Molchanov

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

When RL Meets Adaptive Speculative Training: A Unified Training-Serving System

In Poster Session 6

Fengxiang Bie ⋅ Junxiong Wang ⋅ Jisen Li ⋅ Zhongzhu Zhou ⋅ Chenfeng Xu ⋅ Zelei Shao ⋅ Yubo Wang ⋅ Yinghui Liu ⋅ Qingyang Wu ⋅ Avner May ⋅ Ben Athiwaratkun ⋅ Yineng Zhang ⋅ Shuaiwen Song ⋅ Xiaoxia (Shirley) Wu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ECO: Quantized Training without Full-Precision Master Weights

In Poster Session 6

Mahdi Nikdan ⋅ Amir Zandieh ⋅ Dan Alistarh ⋅ Vahab Mirrokni

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Alternating Reinforcement Learning for Rubric-Based Reward Modeling in Non-Verifiable LLM Post-Training

In Poster Session 6

Ran Xu ⋅ Tianci Liu ⋅ Zihan Dong ⋅ Tony Yu ⋅ Ilgee Hong ⋅ Carl Yang ⋅ Linjun Zhang ⋅ Tuo Zhao ⋅ Haoyu Wang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

OnePO: Direct One-stage Policy Optimization for SFT-free Domain Adaptation

In Poster Session 6

Junying Chen ⋅ Xinyuan Xie ⋅ Ziniu Li ⋅ Benyou Wang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Positive–Unlabeled Reinforcement Learning Distillation for On-Premise Small Models

In Poster Session 6

Zhiqiang Kou ⋅ Junyang Chen ⋅ Xin-Qiang Cai ⋅ Xiaobo Xia ⋅ Ming-Kun Xie ⋅ Dong-Dong Wu ⋅ Biao Liu ⋅ Yuheng Jia ⋅ Xin Geng ⋅ Masashi Sugiyama ⋅ Tat-Seng Chua

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Trust Region Masking for Long-Horizon LLM Reinforcement Learning

In Poster Session 6

Yingru Li ⋅ Jiacai Liu ⋅ Jiawei Xu ⋅ Yuxuan Tong ⋅ Ziniu Li ⋅ Baoxiang Wang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

IRPM: Intergroup Relative Preference Modeling for Pointwise Generative Reward Models

In Poster Session 6

Haonan Song ⋅ Qingchen Xie ⋅ Huan Zhu ⋅ Feng Xiao ⋅ Luxi Xing ⋅ Liu Kang ⋅ Fuzhen Li ⋅ Zhiyong Zheng ⋅ Feng Jiang ⋅ Ziheng Li ⋅ Kun Yan ⋅ Qingyi Si ⋅ Yanghua Xiao ⋅ Hongcheng Guo ⋅ Fan Yang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

BroRL: Scaling Reinforcement Learning via Broadened Exploration

In Poster Session 6

Jian Hu ⋅ Mingjie Liu ⋅ Ximing Lu ⋅ Fang Wu ⋅ Zaid Harchaoui ⋅ Shizhe Diao ⋅ Yejin Choi ⋅ Pavlo Molchanov ⋅ Jun Yang ⋅ Jan Kautz ⋅ Yi Dong

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Good SFT Optimizes for SFT, Better SFT Prepares for Reinforcement Learning

In Poster Session 6

Dylan Zhang ⋅ Yufeng Xu ⋅ Haojin Wang ⋅ Qingzhi Chen ⋅ Hao Peng

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

ActiveUltraFeedback: Efficient Preference Data Generation using Active Learning

In Poster Session 6

Davit Melikidze ⋅ Marian Schneider ⋅ Jessica Lam ⋅ Martin Wertich ⋅ Ido Hakimi ⋅ Barna Pasztor ⋅ Andreas Krause

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Just-In-Time Reinforcement Learning: Continual Learning in LLM Agents Without Gradient Updates

In Poster Session 6

yibo li ⋅ Zijie Lin ⋅ Ailin Deng ⋅ Xuan (Billy) Zhang ⋅ Yufei He ⋅ Shuo Ji ⋅ Tri Cao ⋅ Bryan Hooi

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Stabilizing MoE Reinforcement Learning by Aligning Training and Inference Routers

In Poster Session 6

Wenhan Ma ⋅ Hailin Zhang ⋅ Liang Zhao ⋅ Yifan Song ⋅ Yudong Wang ⋅ Fuli Luo ⋅ Zhifang Sui

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ECHO: Entropy-Confidence Hybrid Optimization for Test-Time Reinforcement Learning

In Poster Session 6

Chu Zhao ⋅ Enneng Yang ⋅ Yuting Liu ⋅ Jianzhe Zhao ⋅ Guibing Guo

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

T$^2$PO: Uncertainty-Guided Exploration Control for Stable Multi-Turn Agentic Reinforcement Learning

In Poster Session 6

Haixin Wang ⋅ Hejie Cui ⋅ Chenwei Zhang ⋅ Xin Liu ⋅ Shuowei Jin ⋅ Shijie Geng ⋅ Xinyang Zhang ⋅ Nasser Zalmout ⋅ Zhenyu Shi ⋅ Yizhou Sun

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Train for Truth, Keep the Skills: Binary Retrieval-Augmented Reward Mitigates Hallucinations

In Poster Session 6

Tong Chen ⋅ Akari Asai ⋅ Luke Zettlemoyer ⋅ Hannaneh Hajishirzi ⋅ Faeze Brahman

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Curating the Future: A Scalable Recipe for Training Open-Ended Forecasters

In Poster Session 6

Nikhil Chandak ⋅ Shashwat Goel ⋅ Ameya Pandurang Prabhu ⋅ Moritz Hardt ⋅ Jonas Geiping

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Long Live The Balance: Information Bottleneck Driven Tree-based Policy Optimization

In Poster Session 6

Hao Jiang ⋅ Shurui Li ⋅ Tianpeng Bu ⋅ Bowen Xu ⋅ Xin Liu ⋅ Qihua Chen ⋅ hongtao duan ⋅ lulu hu ⋅ Bin Yang ⋅ Minying Zhang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

TarGATE: Target-Aware Data Selection via Token-Attenuation Gates

In Poster Session 6

Xiandi Luo ⋅ Shiwei Li ⋅ Haozhao Wang ⋅ Yihao Ouyang ⋅ Zhuoqi Hu ⋅ Yichen Li ⋅ Xiao Yang ⋅ Huning Liu ⋅ Ruixuan Li

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Mem-T: Densifying Rewards for Long-Horizon Memory Agents

In Poster Session 6

Yanwei Yue ⋅ Guibin Zhang ⋅ Boci Peng ⋅ Xuanbo Fan ⋅ Jiaxin Guo ⋅ Qiankun Li ⋅ Yan Zhang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Experience is the Best Teacher: Motivating Effective Exploration in Reinforcement Learning for LLMs

In Poster Session 6

Wenjian Zhang ⋅ Kongcheng Zhang ⋅ Jiaxin Qi ⋅ Baisheng Lai ⋅ Jianqiang Huang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

$V_0$: A Generalist Value Model for Any Policy at State Zero

In Poster Session 6

Yi-Kai Zhang ⋅ Zhiyuan Yao ⋅ Hongyan Hao ⋅ Yueqing Sun ⋅ Qi GU ⋅ Hui Su ⋅ Xunliang Cai ⋅ De-Chuan Zhan ⋅ Han-Jia Ye

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

When Distance Distracts: Representation Distance Bias in BT-Loss for Reward Models

In Poster Session 6

Tong Xie ⋅ Ching-Yuan Bai ⋅ Yuanhao Ban ⋅ Yunqi Hong ⋅ Haoyu Li ⋅ Cho-Jui Hsieh

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Efficient RL Training for LLMs with Experience Replay

In Poster Session 6

Charles Arnal ⋅ Vivien Cabannnes ⋅ Taco Cohen ⋅ Julia Kempe ⋅ REMI MUNOS

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Probing RLVR Training Instability through the Lens of Objective-Level Hacking

In Poster Session 6

Yiming Dong ⋅ Kun Fu ⋅ Haoyu Li ⋅ Xinyuan Zhu ⋅ Yurou Liu ⋅ Lijing Shao ⋅ Jieping Ye ⋅ Zheng Wang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

FPTQuant: Function-Preserving Transforms for LLM Quantization

In Poster Session 6

Boris van Breugel ⋅ Yelysei Bondarenko ⋅ Paul Whatmough ⋅ Markus Nagel

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Fast Byte Latent Transformer

In Poster Session 6

Julie Kallini ⋅ Artidoro Pagnoni ⋅ Tomasz Limisiewicz ⋅ Gargi Ghosh ⋅ Luke Zettlemoyer ⋅ Christopher Potts ⋅ Xiaochuang Han ⋅ Srinivasan Iyer

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Spectra: Rethinking Optimizers for LLMs Under Spectral Anisotropy

In Poster Session 6

Zhendong Huang ⋅ Hengjie Cao ⋅ Fang DONG(董方) ⋅ Ruijun Huang ⋅ Mengyi Chen ⋅ Yifeng Yang ⋅ Xin Zhang ⋅ Anrui Chen ⋅ Mingzhi Dong ⋅ Yujiang Wang ⋅ Jinlong Hou ⋅ Qin Lv ⋅ Robert Dick ⋅ Yuan Cheng ⋅ Tun Lu ⋅ Fan Yang ⋅ Li Shang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Float8@2bits: Entropy Coding Enables Data-Free Model Compression

In Poster Session 6

Patrick Putzky ⋅ Martin Genzel ⋅ Mattes Mollenhauer ⋅ Sebastian Schulze ⋅ Thomas Wollmann ⋅ Stefan Dietzel

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone

In Poster Session 6

Vaibhav Singh ⋅ Oleksiy Ostapenko ⋅ Pierre-André Noël ⋅ Eugene Belilovsky ⋅ Torsten Scholak

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Certain Head, Uncertain Tail: Expert-Sample for Test-Time Scaling in Fine-Grained MoE

In Poster Session 6

Yuanteng Chen ⋅ Peisong Wang ⋅ Nanxin Zeng ⋅ Yuantian Shao ⋅ Shuang Qiu ⋅ Gang Li ⋅ Jing Liu ⋅ Jian Cheng

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Understanding the Ability of LLMs to Handle Character-Level Perturbation

In Poster Session 6

Anyuan Zhuo ⋅ Xuefei Ning ⋅ Ningyuan Li ⋅ Jingyi Zhu ⋅ Yu Wang ⋅ Pinyan Lu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

RaBitQCache: Rotated Binary Quantization for KVCache in Long Context LLM Inference

In Poster Session 6

Wenhao Li ⋅ Jinhao Dong ⋅ Hailin Zhang ⋅ Wenhang Shi ⋅ WEI LU ⋅ Xiaoyong Du

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Plug-and-Play Spiking Operators: Breaking the Nonlinearity Bottleneck in Spiking Transformers

In Poster Session 6

Xinzhe Yuan ⋅ Xiang Peng ⋅ Bin Gu ⋅ Huan Xiong

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

The Devil is in the Spectrum: Mitigating Representation Collapse in LLMs via Topologically Regularized Side-Path

In Poster Session 6

Yiheng Tao ⋅ Kaiwen Cheng ⋅ Yao Lu ⋅ Chang Liu ⋅ Jie Chen

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Overthinking: Amplifying Reasoning Weights to Extract Learned Secrets

In Poster Session 6

Jack Hopkins ⋅ Dipika Khullar ⋅ Fabien Roger

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ASyMOB: Algebraic Symbolic Mathematical Operations Benchmark

In Poster Session 6

Michael Shalyt ⋅ Rotem Elimelech ⋅ Ido Kaminer

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

S-Quant: Rethinking Weight Quantization with Seed-Based Generation

In Poster Session 6

Mingzi Wang ⋅ Lancheng Zou ⋅ Shuo Yin ⋅ Zhuolun He ⋅ Bei Yu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

GSRQ: Gain-Shape Residual Quantization for Sub-1-bit KV Cache

In Poster Session 6

Soosung Kim ⋅ Minjae Park ⋅ Eui-Young Chung ⋅ Jaeyong Chung

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Beyond Test-Time Training: Learning to Reason via Hardware-Efficient Optimal Control

In Poster Session 6

Peihao Wang ⋅ Shan Yang ⋅ Xijun Wang ⋅ Tesi Xiao ⋅ Xin Liu ⋅ Changlong Yu ⋅ Yu Lou ⋅ Pan Li ⋅ Zhangyang “Atlas” Wang ⋅ Ming Lin ⋅ Rene Vidal

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Compute When Worth It: Risk Control for Reasoning on a Compute Budget

In Poster Session 6

Xi Wang ⋅ Anushri Suresh ⋅ Alvin Zhang ⋅ Rishi More ⋅ William Jurayj ⋅ Mehrdad Farajtabar ⋅ Daniel Khashabi ⋅ Eric Nalisnick

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Zero-source LLM Hallucination Detection with Human-like Criteria Probing

In Poster Session 6

Jiahao Yang ⋅ Shuhai Zhang ⋅ Hailong Kang ⋅ Feng Liu ⋅ Qi Chen ⋅ Mingkui Tan

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

PatternKV: Flattening KV Representation Expands Quantization Headroom

In Poster Session 6

Ji Zhang ⋅ Yiwei Li ⋅ Shaoxiong Feng ⋅ Peiwen Yuan ⋅ Xinglin Wang ⋅ Yueqi Zhang ⋅ Jiayi Shi ⋅ Chuyi Tan ⋅ Boyuan Pan ⋅ Yao Hu ⋅ Kan Li

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

TokenDrop: Token-Level Importance-Aware Backward Propagation Skipping for Efficient LLM Fine-Tuning

In Poster Session 6

Beomseok Kim ⋅ Sol Namkung ⋅ Dongsuk Jeon

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

GLARE: Scalable Neuro-Symbolic Reward Shaping for LLM Agents via Group-Level Automata

In Poster Session 6

Jingyuan Yan ⋅ Qingchen Liu ⋅ Qichao Ma ⋅ Jiahu Qin

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SubspacePath Pruner: Inference-time Pruning via Probe-based Representation–Parameter Coupling

In Poster Session 6

Zhiren Gong ⋅ Yikun Hou ⋅ Fan Wu ⋅ CHE WANG ⋅ Fuyao Zhang ⋅ Tiantong Wu ⋅ Yurong Hao ⋅ Jiaming Zhang ⋅ Yiyang Duan ⋅ Tiantong Wang ⋅ Fei Huang ⋅ Chau Yuen ⋅ Wei Yang Bryan Lim

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

MixQuant: Pushing the Limits of Block Rotations in Post-Training Quantization

In Poster Session 6

Sai Sanjeet ⋅ Ian Colbert ⋅ Pablo Monteagudo-Lago ⋅ Giuseppe Franco ⋅ Yaman Umuroglu ⋅ Nicholas Fraser

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

What Does Vision Tool-Use Reinforcement Learning Really Learn? Disentangling Tool-Induced and Intrinsic Effects for Crop-and-Zoom

In Poster Session 6

MA YAN ⋅ Weiyu Zhang ⋅ Tianle Li ⋅ Du Linge ⋅ Xuyang Shen ⋅ Pengfei Liu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ExpertWeaver: Unlocking the Inherent MoE in Dense LLMs with GLU Activation Patterns

In Poster Session 6

Ziyu Zhao ⋅ Tong Zhu ⋅ Xin Yu ⋅ Zhi Zhang ⋅ Tiantian Fan ⋅ Jinluan Yang ⋅ Kun Kuang ⋅ Zhongyu Wei ⋅ Fei Wu ⋅ Yu Cheng

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Representation Drift Compensation: A Zero-Cost Enhancement for LLM Decomposition

In Poster Session 6

Xinhao Huang ⋅ You-Liang Huang ⋅ Zeyi Wen

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ReSpinQuant: Efficient Layer-Wise LLM Quantization via Subspace Residual Rotation Approximation

In Poster Session 6

Suyoung Kim ⋅ Sunghyun Wee ⋅ Hyeonjin Kim ⋅ Kyomin Hwang ⋅ Hyunho Lee ⋅ NOJUN KWAK

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

From Flat Facts to Sharp Hallucinations: Detecting Stubborn Errors via Gradient Sensitivity

In Poster Session 6

Liew Yee Zhing ⋅ Andrew Tan ⋅ Anwar Majeed

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SPARC: Separating Perception And Reasoning Circuits for Test-time Scaling of VLMs

In Poster Session 6

Niccolò Avogaro ⋅ Nayanika Debnath ⋅ Li Mi ⋅ Thomas Frick ⋅ Junling Wang ⋅ Zexue He ⋅ Hang Hua ⋅ Konrad Schindler ⋅ Mattia Rigotti

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Schur-A*: Layer-wise Optimal Expert Pruning for Sparse MoEs via Schur-Complement Guided A* Search

In Poster Session 6

Zheng Chen ⋅ Weifeng Yang ⋅ Jianxiao Tang ⋅ Buhui Yao

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

SimpleGPT: Improving GPT via A Simple Normalization Strategy

In Poster Session 6

Marco Chen ⋅ Xianbiao Qi ⋅ Yelin He ⋅ Jiaquan Ye ⋅ Rong Xiao

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

PostTrainBench: Can LLM Agents Automate LLM Post-Training?

In Poster Session 6

Ben Rank ⋅ Hardik Bhatnagar ⋅ Ameya Pandurang Prabhu ⋅ Shira Eisenberg ⋅ Karina Nguyen ⋅ Matthias Bethge ⋅ Maksym Andriushchenko

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

BizFinBench.v2: Towards Reliable LLMs in Finance via Real-User Data and Offline/Online Bilingual Evaluation

In Poster Session 6

Xin Guo ⋅ Rongjunchen Zhang ⋅ Guilong Lu ⋅ Xuntao Guo ⋅ Jia Shuai ⋅ Zhi Yang ⋅ Liwen Zhang

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

How Few-Shot Examples Add Up: A Causal Decomposition of Function Vectors in In-Context Learning

In Poster Session 6

Entang Wang ⋅ Yiwei Wang ⋅ Aleksandra Bakalova ⋅ Michael Hahn

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ExSkill: Continual Learning from Experience and Skills in Multimodal Agents

In Poster Session 6

Guanyu Jiang ⋅ Zhaochen Su ⋅ Xiaoye Qu ⋅ Yi Fung

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Pushing Forward Pareto Frontiers of Proactive Agents with Behavioral Agentic Optimization

In Poster Session 6

Yihang Yao ⋅ Zhepeng Cen ⋅ Haohong Lin ⋅ Shiqi Liu ⋅ Zuxin Liu ⋅ Jiacheng Zhu ⋅ Zhang-Wei Hong ⋅ Laixi Shi ⋅ Ding Zhao

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

OpenTSLM: Time-Series Language Models for Reasoning over Multivariate Medical Text- and Time-Series Data

In Poster Session 6

Patrick Langer ⋅ Thomas Kaar ⋅ Max Rosenblattl ⋅ Maxwell Xu ⋅ Winnie Chow ⋅ Martin Maritsch ⋅ Robert Jakob ⋅ Ning Wang ⋅ Juncheng Liu ⋅ Aradhana Verma ⋅ Brian Han ⋅ Daniel Kim ⋅ Henry Chubb ⋅ Scott Ceresnak ⋅ Aydin Zahedivash ⋅ Alexander Sandhu ⋅ Fatima Rodriguez ⋅ Daniel McDuff ⋅ Elgar Fleisch ⋅ Oliver Aalami ⋅ Filipe Barata ⋅ Paul Schmiedmayer

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Understanding Data Temporality Impact on Large Language Models Pre-training

In Poster Session 6

Hippolyte Pilchen ⋅ Romain Fabre ⋅ Franck SIGNE TALLA ⋅ Patrick Perez ⋅ Edouard Grave

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

HiPhO: How Far Are (M)LLMs from Humans in the Latest High School Physics Olympiad Benchmark?

In Poster Session 6

Fangchen Yu ⋅ Haiyuan Wan ⋅ Qianjia Cheng ⋅ Yuchen Zhang ⋅ Jiacheng Chen ⋅ Fujun Han ⋅ Yulun Wu ⋅ Junchi Yao ⋅ Ruilizhen Hu ⋅ Ning Ding ⋅ Yu Cheng ⋅ Tao Chen ⋅ LEI BAI ⋅ Dongzhan Zhou ⋅ Yun Luo ⋅ Ganqu Cui ⋅ Peng Ye

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

RubricRobustness: A Simple Framework for Evaluating the Robustness of Rubrics-Based Benchmarks

In Poster Session 6

Manasi Sharma

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

VideoTemp-o3: Harmonizing Temporal Grounding and Video Understanding in Agentic Thinking-with-Videos

In Poster Session 6

Wenqi Liu ⋅ Yunxiao Wang ⋅ Shijie Ma ⋅ Meng Liu ⋅ Qile Su ⋅ Tianke Zhang ⋅ Haonan fan ⋅ Changyi Liu ⋅ Kaiyu Jiang ⋅ Jiankang Chen ⋅ Kaiyu Tang ⋅ Bin Wen ⋅ Fan Yang ⋅ Tingting Gao ⋅ Han Li ⋅ Yinwei Wei ⋅ Xuemeng Song

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

PlotCraft: Pushing the Limits of LLMs for Complex and Interactive Data Visualization

In Poster Session 6

Jiajun Zhang ⋅ Jianke Zhang ⋅ Zeyu Cui ⋅ Jiaxi Yang ⋅ Lei Zhang ⋅ Zilei Wang ⋅ Qiang Liu ⋅ Liang Wang ⋅ Binyuan Hui ⋅ Junyang Lin

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

E-mem: Multi-Agent Based Episodic Context Reconstruction for LLM Agent Memory

In Poster Session 6

Kaixiang Wang ⋅ Yidan Lin ⋅ Jiong Lou ⋅ Zihan Wang ⋅ Bunyod Suvonov ⋅ Zhaojiacheng Zhou ⋅ Yuxiang Zheng ⋅ Jiaxi Cao ⋅ Zhiheng Dong ⋅ Chentao Wu ⋅ Jie Li

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Can LLM Agents Stick to the Script? Modeling Commitment in Interactive Narratives

In Poster Session 6

Yingpeng Ma ⋅ Jianhao Yan ⋅ Bei Shi ⋅ Ka Hou Kam ⋅ Runnan Wang ⋅ Xuebo Liu ⋅ Yulong Chen ⋅ Yue Zhang ⋅ Derek F. Wong

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Towards Cold-Start Drafting and Continual Refining: A Value-Driven Memory Approach with Application to NPU Kernel Synthesis

In Poster Session 6

Yujie Zheng ⋅ Zhuo Li ⋅ Shengtao Zhang ⋅ Jiaqian Wang ⋅ Junjie Sheng ⋅ Junchi Yan ⋅ Weinan Zhang ⋅ Ying Wen ⋅ Bo Tang ⋅ Muning Wen

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Memory is Reconstructed, Not Retrieved: Graph Memory for LLM Agents

In Poster Session 6

Shuo Ji ⋅ yibo li ⋅ Bryan Hooi

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Video2GUI: Synthesizing Large-Scale Interaction Trajectories for Generalized GUI Agent Pretraining

In Poster Session 6

Weimin Xiong ⋅ Hao Tian ⋅ Shuhao Gu ⋅ Bowen Ye ⋅ Zihao Yue ⋅ Lei Li ⋅ Feifan Song ⋅ Sujian Li

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

GraphFlow: A Graph-Based Workflow Management for Efficient LLM-Agent Serving

In Poster Session 6

Ao Li ⋅ Shangpeng Yang ⋅ Fahao Chen ⋅ Tianheng Xu ⋅ Peng Li ⋅ su zhou

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

GRASP: Graph Reasoning via Agentic Solving and Probing of LLMs

In Poster Session 6

Xiaojun Guo ⋅ Mingxue Tian ⋅ Chenheng Zhang ⋅ Xiaohan Wang ⋅ Jiajun Chai ⋅ Guojun Yin ⋅ Wei Lin ⋅ Yifei Wang ⋅ Yisen Wang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models

In Poster Session 6

Wenxuan Huang ⋅ Yu Zeng ⋅ Qiuchen Wang ⋅ Zhen Fang ⋅ Shaosheng Cao ⋅ Zheng Chu ⋅ Qingyu Yin ⋅ Shuang Chen ⋅ Zhenfei Yin ⋅ Lin Chen ⋅ Zehui Chen ⋅ Yao Hu ⋅ Phil Torr ⋅ Feng Zhao ⋅ Wanli Ouyang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Reinforcement Fine-Tuning Naturally Mitigates Forgetting in Continual Post-Training

In Poster Session 6

Song Lai ⋅ Haohan Zhao ⋅ Rong Feng ⋅ Changyi Ma ⋅ Wenzhuo Liu ⋅ Hongbo Zhao ⋅ Xi Lin ⋅ Dong Yi ⋅ Qingfu Zhang ⋅ Hongbin Liu ⋅ Gaofeng Meng ⋅ Fei Zhu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ToMAP: Training Opponent-Aware LLM Persuaders with Theory of Mind

In Poster Session 6

Peixuan Han ⋅ Zijia Liu ⋅ Jiaxuan You

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Principled Synthetic Data Enables the First Scaling Laws for LLMs in Recommendation

In Poster Session 6

Benyu Zhang ⋅ Qiang Zhang ⋅ Jianpeng Cheng ⋅ Hong-You Chen ⋅ Qifei wang ⋅ Wei Sun ⋅ Shen Li ⋅ Jia Li ⋅ Jiahao Wu ⋅ Xiangjun Fan ⋅ Hong Yan

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Experience-Evolving Multi-Turn Tool-Use Agent with Hybrid Episodic–Procedural Memory

In Poster Session 6

Sijia Li ⋅ Yuchen Huang ⋅ Zifan LIU ⋅ Zijian LI ⋅ Jingjing Fu ⋅ Lei Song ⋅ Jiang Bian ⋅ Jun Zhang ⋅ Rui Wang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

InteractComp: Evaluating Search Agents With Ambiguous Queries

In Poster Session 6

Mingyi Deng ⋅ Lijun Huang ⋅ Yani Fan ⋅ Fanqi Kong ⋅ Jiayi Zhang ⋅ Fashen Ren ⋅ Jinyi Bai ⋅ Fuzhen Yang ⋅ Dayi Miao ⋅ Zhaoyang Yu ⋅ Yifan WU ⋅ Yanfei Zhang ⋅ Fengwei Teng ⋅ Yingjia Wan ⋅ Song Hu ⋅ Yude Li ⋅ Xin Jin ⋅ Conghao Hu ⋅ Haoyu Li ⋅ Qirui Fu ⋅ Tai Zhong ⋅ Xinyu Wang ⋅ Robert Tang ⋅ Nan Tang ⋅ Chenglin Wu ⋅ Yuyu Luo

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Think Fast and Slow: Step-Level Cognitive Depth Adaptation for LLM Agents

In Poster Session 6

Ruihan Yang ⋅ Fanghua Ye ⋅ Xiang Wei ⋅ Ruoqing Zhao ⋅ Kang Luo ⋅ Xinbo Xu ⋅ Bo Zhao ⋅ Ruotian Ma ⋅ Shanyi Wang ⋅ Zhaopeng Tu ⋅ Xiaolong Li ⋅ Deqing Yang ⋅ Liefeng Bo

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Latent Collaboration in Multi-Agent Systems

In Poster Session 6

Jiaru Zou ⋅ Xiyuan Yang ⋅ Ruizhong Qiu ⋅ Gaotang Li ⋅ Katherine Tieu ⋅ Pan Lu ⋅ Ke Shen ⋅ Hanghang Tong ⋅ Yejin Choi ⋅ Jingrui He ⋅ James Zou ⋅ Mengdi Wang ⋅ Ling Yang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

EpiCache: Episodic KV Cache Management for Long-Term Conversation on Resource-Constrained Environments

In Poster Session 6

Minsoo Kim ⋅ Arnav Kundu ⋅ Han-Byul Kim ⋅ Richa Dixit ⋅ Minsik Cho

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

ExpWeaver: LLM Agents Learn from Experience via Latent RAG

In Poster Session 6

Tao Feng ⋅ Tianyang Luo ⋅ Jingjun Xu ⋅ Zhigang Hua ⋅ Yan Xie ⋅ Shuang Yang ⋅ Ge Liu ⋅ Jiaxuan You

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning Query-Aware Budget-Tier Routing for Runtime Agent Memory

In Poster Session 6

Haozhen Zhang ⋅ Haodong Yue ⋅ Tao Feng ⋅ Quanyu Long ⋅ Jianzhu Bao ⋅ Bowen Jin ⋅ Weizhi Zhang ⋅ Xiao Li ⋅ Jiaxuan You ⋅ Chengwei Qin ⋅ Wenya Wang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Reward-free Alignment for Conflicting Objectives

In Poster Session 6

Peter Chen ⋅ Xiaopeng Li ⋅ Xi Chen ⋅ Tianyi Lin

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Activation with Intrinsic-Extrinsic Consensus

In Poster Session 6

Tian Qiu ⋅ Zunlei Feng ⋅ Yang Gao ⋅ Bingde Hu ⋅ Yi Gao ⋅ Mingli Song

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Factor-Wise Homogeneity of Slot-Attention for Continual Object-Centric Learning

In Poster Session 6

Ilmin Kang ⋅ Hoyong Kim ⋅ Seungju Bang ⋅ Minwoo Kang ⋅ Kangil Kim

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Intrinsic Task Symmetry Drives Generalization in Algorithmic Tasks

In Poster Session 6

Hyeonbin Hwang ⋅ Yeachan Park

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

PRISM: Synergizing Vision Foundation Models via Self-organized Expert Specialization

In Poster Session 6

Ying Tang ⋅ Dong Li ⋅ Youjia Zhang ⋅ Zikai Song ⋅ Junqing Yu ⋅ Wei Yang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Flow Equivariant World Models: Structured Memory for Dynamic Environments

In Poster Session 6

Hansen Lillemark ⋅ Benhao Huang ⋅ Fangneng Zhan ⋅ Yilun Du ⋅ T. Anderson Keller

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Localized, High-resolution Geographic Representations with Slepian Functions

In Poster Session 6

Arjun Rao ⋅ Ruth Crasto ⋅ Tessa Ooms ⋅ David Rolnick ⋅ Konstantin Klemmer ⋅ Marc Rußwurm

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

GeoDM: Geometry-aware Distribution Matching for Dataset Distillation

In Poster Session 6

Xuhui Li ⋅ Zhengquan Luo ⋅ Zihui Cui ⋅ Kai Zhao ⋅ Zhiqiang Xu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Skip-It? Theoretical Conditions for Layer Skipping in Vision–Language Models

In Poster Session 6

Max Hartman ⋅ Vidhata Jayaraman ⋅ Moulik Choraria ⋅ Akhil Bhimaraju ⋅ Lav Varshney

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Equivariant Neural Networks for General Linear Symmetries on Lie Algebras

In Poster Session 6

Chankyo Kim ⋅ Sicheng Zhao ⋅ Minghan Zhu ⋅ Tzu-Yuan Lin ⋅ Maani Ghaffari

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Layer-Centric Factors of Variation Disentanglement for Task- and Model-Agnostic Generalization

In Poster Session 6

Hee-Jun Jung ⋅ Minwoo Kang ⋅ Jongmin Park ⋅ Kangil Kim ⋅ Hoyong Kim

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Symbol-Equivariant Recurrent Reasoning Models

In Poster Session 6

Richard Freinschlag ⋅ Timo Bertram ⋅ Erich Kobler ⋅ Andreas Mayr ⋅ Günter Klambauer

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

HypRAG: Hyperbolic Dense Retrieval for Retrieval Augmented Generation

In Poster Session 6

Hiren Madhu ⋅ Ngoc Bui ⋅ Ali Maatouk ⋅ Leandros Tassiulas ⋅ Smita Krishnaswamy ⋅ Menglin Yang ⋅ Sukanta Ganguly ⋅ Kiran Srinivasan ⋅ ZHITAO YING

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning Coherent Representations: A Topological Approach to Interpretability

In Poster Session 6

Sigurd Gaukstad ⋅ Erik Hermansen ⋅ Valdemar Kargård Olsen ⋅ Melvin Vaupel ⋅ Benjamin Dunn

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Hyperbolic Multimodal Continual Learning

In Poster Session 6

Jiahong Liu ⋅ Ming Shen ⋅ Xiaohao Liu ⋅ ZHITAO YING ⋅ Menglin Yang ⋅ Tat-Seng Chua ⋅ Irwin King

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Names Don’t Matter: Symbol-Invariant Transformer for Open-Vocabulary Learning

In Poster Session 6

İlker Işık ⋅ Wenchao Li

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

The Truth Lies Somewhere in the Middle (of the Generated Tokens)

In Poster Session 6

Sophie Wang ⋅ Phillip Isola ⋅ Brian Cheung

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

The Convergent Representation of Vision-Language Contrastive Learning: Geometry, Modality Gap and Shared Space Alignment

In Poster Session 6

Lingjie Yi ⋅ Raphael Douady ⋅ Chao Chen

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Bridging Functional and Representational Similarity via Usable Information

In Poster Session 6

Antonio Almudévar ⋅ Alfonso Ortega

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Interpreting Physics in Video World Models

In Poster Session 6

Sonia Joseph ⋅ Quentin Garrido ⋅ Randall Balestriero ⋅ Matthew Kowal ⋅ Thomas Fel ⋅ Shahab Bakhtiari ⋅ Blake Richards ⋅ Michael Rabbat

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Seeing the Unseen: Physics-as-Representation for Generalizable Gaze Perception

In Poster Session 6

Yunfeng Xiao ⋅ Xiaowei Bai ⋅ Hao Su ⋅ Hao He ⋅ Liang Xie ⋅ Erwei Yin

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Hyperbolic Associative Memory Networks

In Poster Session 6

Boliang Hao ⋅ Bailing Zhang ⋅ Fangyu Wu

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Mitigating the Modality Gap in Vision–Language Models with Fractal Spectral Geometry

In Poster Session 6

Zihan Zhou ⋅ Yang Zhou ⋅ Ruoming Jin ⋅ Pan He ⋅ Patrick Emami

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

OpenMAG: A Comprehensive Benchmark for Multimodal-Attributed Graph

In Poster Session 6

Chenxi Wan ⋅ Xunkai Li ⋅ Yilong Zuo ⋅ Haokun Deng ⋅ Sihan Li ⋅ Bowen Fan ⋅ Hongchao Qin ⋅ Rong-Hua Li ⋅ Guoren Wang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Neural Feature Geometry Evolves as Discrete Ricci Flow

In Poster Session 6

Moritz Hehl ⋅ Max von Renesse ⋅ Melanie Weber

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

KromHC: Manifold-Constrained Hyper-Connections with Kronecker-Product Residual Matrices

In Poster Session 6

Wuyang Zhou ⋅ Yuxuan Gu ⋅ Giorgos Iacovides ⋅ Danilo Mandic

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

UniRTL: Unifying Code and Graph for Robust RTL Representation Learning

In Poster Session 6

Yi Liu ⋅ Hongji Zhang ⋅ Lei Chen ⋅ Mingxuan Yuan ⋅ Qiang Xu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning Latent Action World Models In The Wild

In Poster Session 6

Quentin Garrido ⋅ Tushar Nagarajan ⋅ Basile Terver ⋅ Nicolas Ballas ⋅ Yann LeCun ⋅ Michael Rabbat

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Deep Ensemble Clustering for Visual Representation Learning

In Poster Session 6

Yuwei Wang ⋅ Guikun Chen ⋅ Xiruo Jiang ⋅ Yazhou Yao ⋅ Di Liu ⋅ Xiangbo Shu ⋅ Fumin Shen ⋅ Wenguan Wang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

DDSVM: A Differentiable Framework for Deep Support Vector Machines with Iterative Geometry-Aware Optimization

In Poster Session 6

Yirun Ding ⋅ Zhihui Lai

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Aligning Datasets and Models for Weight Space Learning

In Poster Session 6

Aron Asefaw ⋅ Konstantinos Tzevelekakis ⋅ Damian Falk ⋅ Léo Meynent ⋅ Damian Borth

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Controlled Dynamics Attractor Transformer

In Poster Session 6

Cheng Zhang ⋅ Minnan Luo ⋅ Zesheng Yang ⋅ Ming Li ⋅ Yong-Jin Liu ⋅ Qinghua Zheng

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

VBA: Vector Bundle Attention for Intrinsically Geometric Representation Learning

In Poster Session 6

Shenglei Fang ⋅ Xianfang Sun ⋅ You Zhou

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SLAE: Strictly Local All-atom Environment for Protein Representation

In Poster Session 6

Yilin Chen ⋅ Tianyu Lu ⋅ Cizhang Zhao ⋅ Hannah Wayment-Steele ⋅ Po-Ssu Huang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning Attribute–Affordance Hierarchies in Hyperbolic Space for Open-Vocabulary 3D Object Affordance Grounding

In Poster Session 6

Yuxuan Wang ⋅ Tong Li ⋅ Yihang Zhu ⋅ Guangtao Lyu ⋅ Yukuan Min ⋅ Chenghao Xu ⋅ Jiexi Yan ⋅ Xu Yang ⋅ Cheng Deng

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

On the Relationship Between Activation Outliers and Feature Death in Sparse Autoencoders

In Poster Session 6

Elana Simon ⋅ Etowah Adams ⋅ James Zou

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Instruction Lens Score: Your Instruction Contributes a Powerful Object Hallucination Detector for Multimodal Large Language Models

In Poster Session 6

Runhe Lai ⋅ Xinhua Lu ⋅ Yanqi Wu ⋅ Jinlun Ye ⋅ Weijiang Yu ⋅ Ruixuan Wang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Self-Calibrated Consistency can Fight Back for Adversarial Robustness in Vision-Language Models

In Poster Session 6

Jiaxiang Liu ⋅ Jiawei Du ⋅ Xiao Liu ⋅ Shangyang Li ⋅ Songchen Ma ⋅ Changshuo Wang ⋅ Prayag Tiwari ⋅ Mingkun Xu

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Calibrating Uncertainty for Zero-Shot Adversarial CLIP

In Poster Session 6

Wenjing Lu ⋅ Zerui Tao ⋅ Yuning Qiu ⋅ Dongping Zhang ⋅ Yang Yang ⋅ Qibin Zhao

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Less Precise Can Be More Reliable: A Systematic Evaluation of Quantization’s Impact on VLMs Beyond Accuracy

In Poster Session 6

Aymen Bouguerra ⋅ Daniel Vasquez ⋅ Alexandra Gomez-Villa ⋅ Chokri Mraidha ⋅ Fabio Arnez

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

A Robust Optimization Guided Pruning Framework for Vision and Large Language Models

In Poster Session 6

Gabriel Afriat ⋅ Hussein Hazimeh ⋅ Dimitris Paparas ⋅ Rahul Mazumder

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SS‑TPT: Stability and Suitability-Guided Test-Time Prompt Tuning for Adversarially Robust Vision-Language Models

In Poster Session 6

Sunoh Kim ⋅ Daeho Um

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Geometric Rate–Distortion Invariance for Domain Generalization

In Poster Session 6

Tong Liu ⋅ Sen Liang ⋅ Shuo Bai

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Geometric Collapse: When Vision Models Fail to Verify Physical Causality

In Poster Session 6

Wentao Zhang ⋅ Jinhu Qi ⋅ Weiqiang Jin ⋅ Yifei Zhang ⋅ Chan-Tong Lam ⋅ Irwin King

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Density-Guided Continuous Flow for Robust Counterfactual Explanations

In Poster Session 6

Jun Tan ⋅ Qing Guo ⋅ Zicheng Xu ⋅ Jinglin Li ⋅ QI Fang ⋅ Ning Gui

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

D$^2$O: A Dual Debiasing Operator for Training-Free Test-Time Adaptation of Vision–Language Models

In Poster Session 6

Yihong Luo ⋅ Wenwu He ⋅ Dong Liang ⋅ Yihang Zhou ⋅ Zhuo-Xu Cui

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Semantic Robustness Certification for Vision-Language Models

In Poster Session 6

Peiyu Yang ⋅ Paul MONTAGUE ⋅ Feng Liu ⋅ Andrew C. Cullen ⋅ Amar Kaur ⋅ Christopher Leckie ⋅ Sarah Erfani

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Robust Vision-Language Models via Manifold-Adversarial Adapters

In Poster Session 6

Hao Li ⋅ Zeyu Xiao ⋅ Junhao Zhou ⋅ Peng Liu ⋅ Yang Zhao ⋅ Wei Jia

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

AgentHijack: Benchmarking Computer Use Agent Robustness to Common Environment Corruptions

In Poster Session 6

Jingwei Sun ⋅ Jianing Zhu ⋅ Yuanyi Li ⋅ Tongliang Liu ⋅ Xia Hu ⋅ Bo Han

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Spatial-Aware Reduction Framework: Towards Efficient and Faithful Visual State Space Models

In Poster Session 6

Jindi Lv ⋅ Aoyu Li ⋅ Yuhao Zhou ⋅ Zheng Zhu ⋅ Xiaofeng Wang ⋅ Qing Ye ⋅ Yueqi Duan ⋅ Wentao Feng ⋅ Jiancheng Lv

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Controlling the Risk of Corrupted Contexts for Language Models via Early-Exiting

In Poster Session 6

Andrea Wynn ⋅ Metod Jazbec ⋅ Charith Peris ⋅ Rinat Khaziev ⋅ Anqi Liu ⋅ Daniel Khashabi ⋅ Eric Nalisnick

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Stable Spectral Copula Alignment for Robust Multimodal Learning

In Poster Session 6

Hongkang Zhang ⋅ Shao-Lun Huang ⋅ Yanlong Wang ⋅ Ercan KURUOGLU

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

AOEPT: Breaking the Implicit Modality-Reduction Bottleneck in Modality Missing Prompt Tuning

In Poster Session 6

Jian Lang ⋅ Hong ⋅ Ting Zhong ⋅ Fan Zhou

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

On the Adversarial Robustness of Large Vision-Language Models under Visual Token Compression

In Poster Session 6

Xinwei Zhang ⋅ Hangcheng Liu ⋅ Li Bai ⋅ Hao Wang ⋅ Qingqing Ye ⋅ Tianwei Zhang ⋅ Haibo Hu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

BYORn: Bootstrap Your Own Responses to Defend Large Vision-Language Models Against Backdoor Attacks

In Poster Session 6

Ivan Sabolic ⋅ Marin Oršić ⋅ Josip Šarić ⋅ Sven Loncaric

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Intra-Modal Neighbors Never Lie: Rectifying Inter-Modal Noisy Correspondence via Graph-Based Intra-Modal Reasoning

In Poster Session 6

Yang Liu ⋅ Wentao Feng ⋅ Shudong Huang ⋅ Yalan Ye ⋅ Jiancheng Lv

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

DDGA: Dirichlet Distributional Gradient Aggregation for Transferable Vision-Language Adversarial Attacks

In Poster Session 6

You Yiwei ⋅ Jiaan Wei ⋅ Zan Chen ⋅ Bo Wang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning to Extrapolate to New Tasks: A Relational Approach to Task Extrapolation

In Poster Session 6

Adam Ousherovitch ⋅ Yixin Wang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Self-Captioning Multimodal Interaction Tuning: Amplifying Exploitable Redundancies for Robust Vision Language Models

In Poster Session 6

Yuriel Ryan ⋅ Ip Man ⋅ Adriel Kuek ⋅ Paul Pu Liang ⋅ Roy Lee

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Semantic-level Backdoor Attack against Text-to-Image Diffusion Models

In Poster Session 6

Tianxin Chen ⋅ Wenbo Jiang ⋅ Hongqiao Chen ⋅ Zhirun Zheng ⋅ Cheng Huang

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Cert-LAS: Toward Certified Model Ownership Verification for Text-to-Image Diffusion Models via Layer-Adaptive Smoothing

In Poster Session 6

Leyi Qi ⋅ Yiming Li ⋅ Siyuan Liang ⋅ Zhengzhong Tu ⋅ Dacheng Tao

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Geometry-based Schrödinger Bridges for Trustworthy Multimodal Fusion

In Poster Session 6

Jiayu Xiong ⋅ Jing Wang ⋅ Qi Zhang ⋅ Wanlong Wang ⋅ Jun Xue

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

MEDUSA: Motion Elimination in Diffusion Using Spectral Attack

In Poster Session 6

Hongwei Yu ⋅ Daoqing Zha ⋅ Xinlong Ding ⋅ Jiawei Li ⋅ Junbao Zhuo ⋅ Qiankun Liu ⋅ Huimin Ma ⋅ Jiansheng Chen

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

DART: Distribution-Aware Adaptive Relational Transfer for Adversarial Attacks against Closed-Source MLLMs

In Poster Session 6

Kaidi Hu ⋅ Guancheng Wan ⋅ Xiao Luo ⋅ Ruigang Yang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Submodular Optimization for Minimal Augmentation in Robust Language Model Alignment

In Poster Session 6

CHING-CHIA KAO ⋅ Chia-Mu Yu ⋅ Chun-Shien Lu ⋅ Chu-song Chen

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

CURVE: Learning Causality-Inspired Invariant Representations for Robust Scene Understanding via Uncertainty-Guided Regularization

In Poster Session 6

Yue Liang ⋅ JIATONG DU ⋅ Ziyi Yang ⋅ Yanjun Huang ⋅ Hong Chen

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Robust Cross-Modal Retrieval via Generative Semantic Refinement and Exclusion-Guided Adaptation

In Poster Session 6

Qin Yang ⋅ Xin Wei ⋅ Yanjia Li ⋅ Jiasun Feng ⋅ Mingrui Zhu ⋅ Nannan Wang ⋅ Xinbo Gao

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Thinking in Flow: A Dissipative Stabilization Operator for Robust Autoregressive Reasoning

In Poster Session 6

Yujie Huang ⋅ Wenwu He ⋅ Zhuo-Xu Cui

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Normalization Equivariance for Arbitrary Backbones, with Application to Image Denoising

In Poster Session 6

Youssef Saied ⋅ François Fleuret

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

With Argus Eyes: Assessing Retrieval Gaps via Uncertainty Scoring to Detect and Remedy Retrieval Blind Spots

In Poster Session 6

Zeinab Taghavi ⋅ Ali Modarressi ⋅ Hinrich Schuetze ⋅ Andreas Marfurt

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Stochastic Order Learning: An Approach to Rank Estimation Using Noisy Data

In Poster Session 6

Chaewon Lee ⋅ Seon-Ho Lee ⋅ Chang-Su Kim

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Robust Sequential Experimental Design for A/B Testing

In Poster Session 6

Qianglin Wen ⋅ Xiangkun Wu ⋅ Chengchun Shi ⋅ Ting Li ⋅ Niansheng Tang ⋅ Yingying Zhang ⋅ Hongtu Zhu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Gateways to Tractability for Satisfiability in Pearl’s Causal Hierarchy

In Poster Session 6

Robert Ganian ⋅ Marlene Gründel ⋅ Simon Wietheger

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

The Fairness Hierarchy: A viewpoint from causal inference

In Poster Session 6

Chengbo Zhang ⋅ Zhen Yao ⋅ Hao Pang ⋅ Changcheng Li

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

One Intervention per Component is Enough: Towards Identifiability in Linear Stochastic Dynamics from Steady State

In Poster Session 6

Saber Salehkaleybar

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Causally Evaluating the Learnability of Formal Language Tasks

In Poster Session 6

Vésteinn Snæbjarnarson ⋅ Anej Svete ⋅ Josef Valvoda ⋅ Reda Boumasmoud ⋅ Brian DuSell ⋅ Ryan Cotterell

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

*Rank-Learner*: Orthogonal Ranking of Treatment Effects

In Poster Session 6

Henri Arno ⋅ Dennis Frauen ⋅ Emil Javurek ⋅ Thomas Demeester ⋅ Stefan Feuerriegel

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Sinkhorn Treatment Effects

In Poster Session 6

Medha Agarwal ⋅ Alex Luedtke

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Active Policy Optimization for Individualized Dosing via Gradient Variance Minimization

In Poster Session 6

Yi Wan ⋅ Xin Wang ⋅ Huanhuan Chen

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Feasible Fusion: Constrained Joint Estimation under Structural Non-Overlap

In Poster Session 6

Yuxi Du ⋅ Zhiheng Zhang ⋅ Haoxuan Li ⋅ Cong Fang ⋅ Jixing Xu ⋅ Zhen Peng ⋅ Jiecheng Guo

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Off-Policy Evaluation with Strategic Agents via Local Disclosure

In Poster Session 6

Kiet Vo ⋅ Gowtham Reddy Abbavaram ⋅ Julian Rodemann ⋅ Siu Lun Chau ⋅ Krikamol Muandet

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Anytime-Valid Inference Under Outcome Delay: A Design-Based Approach

In Poster Session 6

Michael Lindon ⋅ Nathan Kallus

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Unveiling the Structure of Do-Calculus Reasoning via Derivation Graphs

In Poster Session 6

Clément Yvernes ⋅ Emilie Devijver ⋅ Marianne Clausel ⋅ Eric Gaussier

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Gradient-Based Causal Tree Ensembles: A Backbone Architecture for Heterogeneous Treatment Effects

In Poster Session 6

Yusuke Kano ⋅ Jeremy P Voisey ⋅ Mihaela van der Schaar

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Powerful and Theoretically Guaranteed Independence Testing on Heterogeneous Federated Clients

In Poster Session 6

YiXin Ren ⋅ Hongquan Liu ⋅ Juncai Zhang ⋅ Yewei Xia ⋅ Zichuan Lin ⋅ Deheng Ye ⋅ Hao Zhang ⋅ Jihong Guan ⋅ Shuigeng Zhou

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Credibility-Aware Weighting Federated Causal Discovery for Time Series

In Poster Session 6

Jiegang Xu ⋅ Fuyuan CAO ⋅ Jiye Liang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

DeepBlip: Estimating Conditional Average Treatment Effects Over Time

In Poster Session 6

Haorui Ma ⋅ Dennis Frauen ⋅ Stefan Feuerriegel

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Regret-Based Federated Causal Discovery with Unknown Interventions

In Poster Session 6

Federico Baldo ⋅ Charles Assaad

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Identifiable Markov Switching Models with Instantaneous Effects and Exponential Families

In Poster Session 6

Roel Hulsman ⋅ Carles Balsells-Rodas ⋅ Sara Magliacane

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Counterfactual Bootstrap for Robust Meta-Reinforcement Learning

In Poster Session 6

Ai Bo ⋅ Junzhe Zhang ⋅ M. Cenk Gursoy

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Omitted Variable Bias in Language Models Under Distribution Shift

In Poster Session 6

Victoria Lin ⋅ Louis-Philippe Morency ⋅ Eli Ben-Michael

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning Treatment Representations for Downstream Instrumental Variable Regression

In Poster Session 6

Shiangyi Lin ⋅ Hui Lan ⋅ Vasilis Syrgkanis

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Dynamic High-Dimensional Facility Location with Low Recourse

In Poster Session 6

Sayan Bhattacharya ⋅ Martín Costa ⋅ Silvio Lattanzi ⋅ Jakub Łącki ⋅ Nikos Parotsidis

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Capacitated Fair-Range Clustering: Hardness and Approximation Algorithms

In Poster Session 6

Ameet Gadekar ⋅ Suhas Thejaswi Muniyappa

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Hierarchical Anchor Graph Learning for Multi-View Clustering

In Poster Session 6

Xingchen Hu ⋅ Miao Jia ⋅ Jiyuan Liu ⋅ Siwei Wang ⋅ KE LIANG ⋅ Wenjing Yang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

A Unified Framework for Deep Hypergraph Clustering Beyond Homophily

In Poster Session 6

Bowen Zhao ⋅ Qianqian Wang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Transformer Circuits Can Realize Clustering Algorithms

In Poster Session 6

Kenneth Clarkson ⋅ Lior Horesh ⋅ Takuya Ito ⋅ Charlotte Park ⋅ Parikshit Ram

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Dual-Calibration Multi-View Clustering via Compact Anchor Learning

In Poster Session 6

Huibing Wang ⋅ Yuemeng Huang ⋅ Yawei Chen ⋅ Jiaxin Yang ⋅ Qian Liu ⋅ Jinjia Peng ⋅ Zetian Mi ⋅ Ximing Li

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Resilient Coresets and Consistent Clustering

In Poster Session 6

Ashkan Norouzi-Fard ⋅ Silvio Lattanzi ⋅ MohammadHossein Bateni ⋅ Morteza Monemizadeh

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

OPTION: Optimal Transport–Guided Flow Matching for Incomplete and Unaligned Multi-View Clustering

In Poster Session 6

Siyuan Zhou ⋅ Zhibin Gu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Beyond Looking Up, Try Looking Around: Harmonizing Global Structure and Local Consistency in Optimal Transport for Short Text Clustering

In Poster Session 6

Zhihao Yao ⋅ Yuxuan Gu ⋅ Jixuan Yin ⋅ Bo Li

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Riemannian Optimization for Fair Spectral Clustering

In Poster Session 6

Minh Phu Vuong ⋅ Jinyoung Lee ⋅ Young-Ju Lee ⋅ Chul-Ho Lee

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Contractive Anchor Resolvent Diffusion for Incomplete Multi-View Clustering

In Poster Session 6

Tongzheng Zhao ⋅ Yangyang Wen ⋅ Yukai Shi ⋅ Xinyan Liang ⋅ Feijiang Li ⋅ Peng Zhou ⋅ Liang Du

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Fine-to-Coarse Fairness-Informed Multi-View Clustering

In Poster Session 6

Shengju Yu ⋅ Suyuan Liu ⋅ Wenhao SHAO ⋅ Siwei Wang ⋅ Dayu Hu ⋅ Yiu-ming Cheung

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Token-Free Hierarchical Indexing for RAG beyond LLM-based Summarization

In Poster Session 6

Yifan Wei ⋅ Dan Yuan ⋅ Xiaoyan Yu ⋅ Angsheng Li

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

CURE: Consistency-under-Unified Semantic Regularization for Generalized Category Discovery

In Poster Session 6

Yuwei Bian ⋅ Shidong Wang ⋅ Haofeng Zhang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SC-FAGC: Size Constrained Fast Anchor-based Graph Clustering

In Poster Session 6

Jiachen Liu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

MAGIC: Multi-Granularity Language-Informed Image Clustering

In Poster Session 6

Xiaohan Zhang ⋅ Chao Zhang ⋅ Chunlin Chen ⋅ Huaxiong Li

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Large Scale Manifold Balanced Clustering

In Poster Session 6

Fangfang Li ⋅ Quanxue Gao ⋅ Xingyu Xue

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Nonconvex Low-Rank Tensor Representation with Deep Priors for Multiview Subspace Clustering

In Poster Session 6

Yao Fu ⋅ Dong Hu ⋅ Zhi Wang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Fast k-means Seeding Under The Manifold Hypothesis

In Poster Session 6

Poojan Shah ⋅ Shashwat Agrawal ⋅ Ragesh Jaiswal

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

GRPO-based Cluster Decision Agent for Unknown-$\boldsymbol{K}$ Multi-view Clustering

In Poster Session 6

Xuqian Xue ⋅ Jun Zhang ⋅ Qi Cai ⋅ Zhizhong Huang ⋅ Hongming Shan ⋅ Junping Zhang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Structure-aware Granular-Ball based Information Bottleneck for Multi-modal Clustering

In Poster Session 6

Zhengzheng Lou ⋅ Yuhan Zhan ⋅ Mingyang Lv ⋅ Yingxuan Li ⋅ Yuyang Du ⋅ Shizhe Hu

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Variable Clustering via Distributionally Robust Nodewise Regression

In Poster Session 6

Kaizheng Wang ⋅ Xiao Xu ⋅ Xun Yu Zhou

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Beyond Independence: Learning Correlated Views for Variational Incomplete Multi-View Clustering

In Poster Session 6

Zheming Xu ⋅ Aiyue Tang ⋅ Shidi Chen ⋅ Xuechao Zou ⋅ Congyan Lang ⋅ Rogelio A. Mancisidor ⋅ Michael Kampffmeyer

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Estimating Correlation Clustering Cost in Node-Arrival Stream

In Poster Session 6

Kaiwen Liu ⋅ Seba Daniela Villalobos ⋅ Qin Zhang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Parametrized Power-Iteration Clustering for Directed Graphs

In Poster Session 6

Gwendal Debaussart-Joniec ⋅ Harry Sevi ⋅ Matthieu Jonckheere ⋅ Argyris Kalogeratos

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Discretely-Refined Multi-view Clustering via Aligned Anchor Learning

In Poster Session 6

Yuemeng Huang ⋅ Huibing Wang ⋅ Jinjia Peng ⋅ Lu Jiang ⋅ Qian Liu ⋅ Zetian Mi ⋅ Jiqing Zhang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Deep Multi-view Graph Clustering via Attribute-aware Bidirectional Structural Refinement and Pseudo-label Guided Multi-level Fusion

In Poster Session 6

Youqing Wang ⋅ Tianxiang Zhao ⋅ Mengyuan Xin ⋅ Ye Su ⋅ Jiapu Wang ⋅ Tengfei Liu ⋅ Junbin Gao ⋅ Jipeng Guo

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Fully Dynamic Coreset Spectral Clustering

In Poster Session 6

Ben Jourdan ⋅ Peter Macgregor ⋅ Gregory Schwartzman

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Position: The Open Benchmark Paradox Must Be Resolved through Sovereign Medical Evaluation

In Poster Session 6

Keonwoo Kim ⋅ Hyeseon Ko ⋅ Hyejeong Jo ⋅ Sewon Kim ⋅ Yera Choi ⋅ JaeDeok Lee ⋅ Heeyoung Kwak ⋅ Yunwook Sung ⋅ Haanju Yoo

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Continuous-Time Piecewise-Linear Recurrent Neural Networks

In Poster Session 6

Alena Brändle ⋅ Lukas Eisenmann ⋅ Florian Götz ⋅ Daniel Durstewitz

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Attributed Network Alignment: Statistical Limits and Efficient Algorithm

In Poster Session 6

Dong Huang ⋅ Chenyang Tian ⋅ Pengkun Yang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

CoGenCast: A Coupled Autoregressive–Flow Generative Framework for Time Series Forecasting

In Poster Session 6

Yaguo Liu ⋅ Mingyue Cheng ⋅ Daoyu Wang ⋅ Xiaoyu Tao ⋅ Qi Liu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Accurate Evaluation of Quickest Changepoint Detectors via Non-parametric Survival Analysis

In Poster Session 6

Taiki Miyagawa ⋅ Akinori F. Ebihara

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Two-Layer Linear Auto-Regressive Models Estimate Latent States

In Poster Session 6

Yahya Sattar ⋅ Sunmook Choi ⋅ Leo Maynard-Zhang ⋅ Yassir Jedra ⋅ Maryam Fazel ⋅ Sarah Dean

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

TeamWork: Multivariate Time Series Anomaly Detection via Asymmetric Role-aware Channel Modeling

In Poster Session 6

Shiyan Hu ⋅ Tengxue Zhang ⋅ Jianxin Jin ⋅ Xiangfei Qiu ⋅ Bin Yang ⋅ Chenjuan Guo

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Approximating Drift-Diffusion Models for User Decisions under Nudging and External Information

In Poster Session 6

Gustavo Grivol ⋅ Alexander Tuzhilin

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Power-Boosted Granger-Causal Discovery for Large Heterogeneous Panel Data

In Poster Session 6

Yiheng Gu ⋅ Xiufan Yu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Generalizing Multi-Scale Time-Series Modeling with a Single Operator

In Poster Session 6

Cheonwoo Lee ⋅ Dooho Lee ⋅ Doyun Choi ⋅ Jaemin Yoo

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Rethinking Efficient Graph Coarsening via a Non-Selfishness Principle

In Poster Session 6

Xu Bai ⋅ Bin Lu ⋅ kunzhang ⋅ Shengbo Chen ⋅ Xinbing Wang ⋅ Chenghu Zhou ⋅ Meng Jin

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Unfolded Laplacian Spectral Embedding: A Theoretically Grounded Approach to Dynamic Network Representation

In Poster Session 6

Haruka Ezoe ⋅ Hiroki Matsumoto ⋅ Ryohei Hisano

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

COGNOS: Universal Enhancement for Time Series Anomaly Detection via Constrained Gaussian-Noise Optimization and Smoothing

In Poster Session 6

Wenlong Shang ⋅ Shihao Tian ⋅ Xutong Wan ⋅ Peng Chang

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Detecting Perspective Shifts in Multi-Agent Systems

In Poster Session 6

Eric Bridgeford ⋅ Hayden Helm

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

TopoDistill: Distilling Global System Topology for Causal Discovery in Multivariate Time Series

In Poster Session 6

Zehao Liu ⋅ Pengfei Jiao ⋅ Yuhan Wu ⋅ Jianqi Yang ⋅ Yuyu Yin

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Branching Diffusion for Point Processes in Time and Space

In Poster Session 6

Chao Yang ⋅ Wenjie Shen ⋅ Shuang Li

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ZeroDiff: Zero-Shot Time Series Reconstruction via Informed-Prior Diffusion

In Poster Session 6

Yingda Fan ⋅ Dan Lu ⋅ Xiaowei Jia

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Physics-Aware Spatiotemporal Causal Graph Network for Forecasting with Limited Data

In Poster Session 6

Zijun Cui ⋅ Sam Griesemer ⋅ Sungyong Seo ⋅ Joshua Hikida ⋅ Yan Liu

[ URL] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning Hamiltonian Dynamics at Scale: A Differential-Geometric Approach

In Poster Session 6

Katharina Friedl ⋅ Noémie Jaquier ⋅ Mika Liao ⋅ Danica Kragic

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Mesh Field Theory: Port–Hamiltonian Formulation of Mesh-Based Physics

In Poster Session 6

SATOSHI NOGUCHI ⋅ Yoshinobu Kawahara

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Expanding the Chaos: Neural Operator for Stochastic (Partial) Differential Equations

In Poster Session 6

Dai Shi ⋅ Lequan Lin ⋅ Andi Han ⋅ Luke Thompson ⋅ Jose Miguel Hernandez-Lobato ⋅ Zhiyong Wang ⋅ Junbin Gao

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

CausalX: A Unified and Causally-Interpretable Plug-and-Play Model for Multi-modal Spatio-Temporal Forecasting

In Poster Session 6

Shiqi Zhang ⋅ Pan Mu ⋅ HantingYan ⋅ Yuchao Zhu ⋅ jinglin zhang ⋅ Cong Bai

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

RSF-GLLM: Bridging the Semantic Gap in Multi-Hop Knowledge Graph QA via Recurrent Soft-Flow and Decoupled LLM Generation

In Poster Session 6

Sambaran Bandyopadhyay ⋅ Ananth Muppidi

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Once-for-All: Scalable Simultaneous Forecasting via Equilibrium State Estimation

In Poster Session 6

Beinan Xu ⋅ Andy Song ⋅ Jiti Gao ⋅ Feng Liu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

OSM+: Billion-Level Open Street Map Dataset for City-wide Experiments

In Poster Session 6

Guanjie Zheng ⋅ Ziyang Su ⋅ Yiheng Wang ⋅ Yuhang Luo ⋅ Hongwei Zhang ⋅ Xuanhe Zhou ⋅ Linghe Kong ⋅ Fan Wu ⋅ Wen Ling

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Interpretable Functional Koopman Learning with Non-Markovian Closure for Spatiotemporal Systems

In Poster Session 6

Wanfeng Lu ⋅ He Ma ⋅ Wei Lin ⋅ Qunxi Zhu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

DistMatch: Adaptive Binning via Distribution Matching for Robust Sequential Conformal Prediction

In Poster Session 6

Enver Menadjiev ⋅ Jihyeon Seong ⋅ Jisu Yeo ⋅ Jaesik Choi

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Beyond Point Predictions: Manifold Expansion and Dual Alignment for Robust Time Series Distillation

In Poster Session 6

Junyao Hong ⋅ Zesheng Lai ⋅ Xinyi Xiao ⋅ Suyang Zhou ⋅ Aodong Shen ⋅ Youyong Kong

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Collaborative Learning for Semi-Supervised LiDAR Semantic Segmentation

In Poster Session 6

Bin Yang ⋅ Alexandru Paul Condurache

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Efficient Synthetic Network Generation via Latent Embedding Reconstruction

In Poster Session 6

Feifan Jiang ⋅ Yinan Bu ⋅ Shihao Wu ⋅ Gongjun Xu ⋅ Ji Zhu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Semi-Supervised Learning with Noisy Covariates: Generalization Bounds and Distribution Regression

In Poster Session 6

Kwangho Kim ⋅ Jisu Kim

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Language Model Augmented Semi-Supervised Statistical Inference

In Poster Session 6

Xinrui Ruan ⋅ Yingfei Wang ⋅ Waverly Wei ⋅ Jingshen Wang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Newton-coupled Dual-Teacher Semi-supervised Learning Framework

In Poster Session 6

Hongyang He ⋅ Yan Zhong ⋅ Xinyuan Song ⋅ Daizong Liu ⋅ Xuanyu Liu ⋅ Victor Sanchez

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Semi-Supervised Learning for Molecular Graphs via Ensemble Consensus

In Poster Session 6

Rasmus Tirsgaard ⋅ Laurits Fredsgaard ⋅ Marisa Wodrich ⋅ Mikkel Jordahn ⋅ Mikkel Schmidt

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

DiL: Discrete-anchored Representation Alignment for Semi-Supervised Continual Learning

In Poster Session 6

Nanyi Wang ⋅ Chaojie Chen ⋅ Zuoqi Tang ⋅ Jinxiang Lai ⋅ Xingcai Wu ⋅ Qi Wang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Automatic Unsupervised Ensemble Outlier Model Selection

In Poster Session 6

Phuc Phan ⋅ Tuan Vu ⋅ Tung Kieu ⋅ Sơn Hà Xuân ⋅ Bin Yang ⋅ Christian S Jensen

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Towards One-for-All Anomaly Detection for Tabular Data

In Poster Session 6

Shiyuan Li ⋅ Yixin Liu ⋅ Yu Zheng ⋅ Xiaofeng Cao ⋅ Shirui Pan ⋅ Heng Tao Shen

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

See, Act, Adapt: Active Perception for Unsupervised Cross-Domain Visual Adaptation via Personalized VLM-Guided Agent

In Poster Session 6

TIANCI TANG ⋅ Tielong Cai ⋅ Hongwei Wang ⋅ Gaoang Wang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Tuning-Free One-Class Discriminant Learning for Tabular Anomaly Detection

In Poster Session 6

Xuan-Ha Nguyen ⋅ Vu Duong ⋅ VanHoi Nguyen ⋅ Kim-Hung Le ⋅ Nhien-An Le-Khac

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Quantitative Estimation of Target Task Performance from Unsupervised Pretext Task in Semi/Self-Supervised Learning

In Poster Session 6

Lin-Han Jia ⋅ Siyu Han ⋅ Wen-Chao Hu ⋅ Jie-Jing Shao ⋅ Wen-Da Wei ⋅ Zhi Zhou ⋅ Lan-Zhe Guo ⋅ Yu-Feng Li

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Generalizing Stochastic Smoothing for Differentiation and Gradient Estimation

In Poster Session 6

Felix Petersen ⋅ Christian Borgelt ⋅ Aashwin Mishra ⋅ Stefano Ermon

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Noise-Robust Density Estimation for Tabular Data Anomaly Detection

In Poster Session 6

Dazhi Fu ⋅ Zhao Zhang ⋅ Jicong Fan

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Beyond Distribution Estimation: Simplex Anchored Structural Inference Towards Universal Semi-supervised Learning

In Poster Session 6

Yaxin Hou ⋅ Jun Ma ⋅ Hanyang Li ⋅ Bo Han ⋅ Jie Yu ⋅ Yuheng Jia

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

PartCo: Part-Level Correspondence Priors Enhance Category Discovery

In Poster Session 6

Fernando Julio Cendra ⋅ Kai Han

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Beyond Global Alignment: Fine-Grained Motion-Language Retrieval via Pyramidal Shapley-Taylor Learning

In Poster Session 6

Hanmo Chen ⋅ Guangtao Lyu ⋅ Chenghao Xu ⋅ Jiexi Yan ⋅ Xu Yang ⋅ Cheng Deng

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

A novel statistical approach to analyze image classification

In Poster Session 6

Juntong Chen ⋅ Sophie Langer ⋅ Johannes Schmidt-Hieber

[ URL]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

One Coin Has Two Sides: Single Poistive Multi Label Learning from Salient Annotations

In Poster Session 6

Xiaoyu Wang ⋅ Zhuoming Li ⋅ Bo Han ⋅ Hui LIU ⋅ Junhui Hou ⋅ Yuheng Jia

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Enhanced Multi-Instance Partial Label Learning via Average Gradient Outer Product

In Poster Session 6

nan cao ⋅ Xu Zhao ⋅ Teng Zhang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Scale-Aware Domain Harmonization for Domain Adaptation Person Search

In Poster Session 6

Guojian Zhao ⋅ Huibing Wang ⋅ Jinjia Peng ⋅ Linfeng Qi ⋅ Mingze Yao ⋅ Jiqing Zhang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

SIMPC: Learning Self-Induced Mirror-Point Consistency for Unsupervised Point Cloud Denoising

In Poster Session 6

Chengwei Zhang ⋅ Xueyi Zhang ⋅ Tao Jiang ⋅ Xinhao Xu ⋅ Wenjie Li ⋅ Fubo Zhang ⋅ Longyong Chen

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

When Generalized Zero-Shot Learning Meets PU Learning: A Plug-and-Play Framework for Seen-Class Bias Mitigation

In Poster Session 6

Long Tang ⋅ Keyang Pu ⋅ Yingjie Tian

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Von Mises-Fisher Mixture Model with Dynamic Shrinkage for Realistic Test-Time Transduction

In Poster Session 6

Jiazhen Huang ⋅ Zhiming Liu ⋅ Changhu Wang ⋅ Wei Ju ⋅ Ziyue Qiao ⋅ Xiao Luo

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Source-Free Open-World RF Fingerprint Identification

In Poster Session 6

Kunling Li ⋅ Cunqing Hua ⋅ Hongyu Zhu ⋅ Tianjie Ju ⋅ Pengwenlong Gu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

FUSE: Ensembling Verifiers with Zero Labeled Data

In Poster Session 6

Joonhyuk Lee ⋅ Virginia L. ⋅ Sarah Zhao ⋅ Yash Nair ⋅ Asher Spector ⋅ Regev Cohen ⋅ Emmanuel J Candes

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Dimensionality Reduction with Point-distributions Similarity Invariant

In Poster Session 6

Hang Zhang ⋅ Kai Ming Ting

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Semi-Supervised Gaze Estimation via Disentangled Subspace Contrastive Learning

In Poster Session 6

Qida Tan ⋅ Hongyu Yang ⋅ Wenchao Du

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

A Strictly Proper Scoring Rule and a Calibration Metric for Interval-Censored Data Analysis

In Poster Session 6

Hiroki Yanagisawa ⋅ Shunta Akiyama

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Learning to Label: A Reinforced Self-Evolving Framework for Semi-supervised Referring Expression Segmentation

In Poster Session 6

Runlong Cao ⋅ Ying Zang ⋅ Chuanwei Zhou ⋅ Tianrun Chen ⋅ Tong Zhang ⋅ Zhen Cui ⋅ Chunyan Xu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Identifying Latent Concepts and Structures for Generalized Category Discovery

In Poster Session 6

Boyang Dai ⋅ Chaoqi Chen ⋅ Yizhou Yu

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Unsupervised Process-Aware Coreset Selection for In-Context Learning

In Poster Session 6

Wei Zheng ⋅ Zijie Wang ⋅ Xin Li ⋅ Bin Gong ⋅ Yuqing Sun

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

SURF: Separation via Unsupervised Remixing Flow

In Poster Session 6

Henry Li ⋅ Robin Scheibler ⋅ Efthymios Tzinis ⋅ Matt Shannon ⋅ Arnaud Doucet ⋅ john hershey

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

On the Learnability of Test-Time Adaptation: A Recovery Complexity Perspective

In Poster Session 6

Zhi Zhou ⋅ Ming Yang ⋅ Shi-Yu Tian ⋅ Kun-Yang Yu ⋅ Lan-Zhe Guo ⋅ Yu-Feng Li

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Gradient-Free Approaches is a Key to an Efficient Interaction with Markovian Stochasticity

In Poster Session 6

Boris Prokhorov ⋅ Semyon Chebykin ⋅ Alexander Gasnikov ⋅ Aleksandr Beznosikov

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Zeroth-Order Optimization at the Edge of Stability

In Poster Session 6

Minhak Song ⋅ Liang Zhang ⋅ Bingcong Li ⋅ Niao He ⋅ Michael Muehlebach ⋅ Sewoong Oh

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Probability of Matching for Batch Multi-Objective Bayesian Optimization

In Poster Session 6

Mingqian Li ⋅ Sina Zadeh ⋅ Raymundo Arroyave ⋅ Xiaoning Qian

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Evolution Strategies at Scale: LLM Fine-Tuning Beyond Reinforcement Learning

In Poster Session 6

Xin Qiu ⋅ Yulu Gan ⋅ Conor Hayes ⋅ Qiyao Liang ⋅ Yinggan XU ⋅ Roberto Dailey ⋅ Elliot Meyerson ⋅ Babak Hodjat ⋅ Risto Miikkulainen

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

PyPop7: A Pure-Python Library for Population-Based Black-Box Optimization

In Poster Session 6

Qiqi Duan ⋅ Guochen Zhou ⋅ Chang Shao ⋅ Zhuowei Wang ⋅ Mingyang Feng ⋅ Yuwei Huang ⋅ Yajing Tan ⋅ Yijun Yang ⋅ Qi Zhao ⋅ Yuhui Shi

[ JMLR]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Noisy Pairwise-Comparison Random Search for Smooth Nonconvex Optimization

In Poster Session 6

Taha EL BAKKALI EL KADI ⋅ Rayane Bouftini ⋅ Richard Zhang ⋅ Omar Saadi

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

AGZO: Activation-Guided Zeroth-Order Optimization for LLM Fine-Tuning

In Poster Session 6

Wei LIN ⋅ Yining Jiang ⋅ Qingyu Song ⋅ Qiao Xiang ⋅ Hong Xu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Zeroth-Order Forward-Only SNN Training Inspiring Neuromorphic On-Chip Learning

In Poster Session 6

Mingyue Qin ⋅ Shuyu Yin ⋅ Qinghai Guo ⋅ Xiaolin Huang ⋅ Peilin Liu ⋅ Fei Wen

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Taking the GP Out of the Loop

In Poster Session 6

David Sweet ⋅ Siddhant Jadhav ⋅ Mehul Bafna

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Evolution Strategies at the Hyperscale

In Poster Session 6

Bidipta Sarkar ⋅ Mattie Fellows ⋅ Juan Duque ⋅ Alistair Letcher ⋅ Antonio León Villares ⋅ Anya Sims ⋅ Clarisse Wibault ⋅ Dmitry Samsonov ⋅ Dylan Cope ⋅ Jarek Liesen ⋅ Kang Li ⋅ Lukas Seier ⋅ Theo Wolf ⋅ Uljad Berdica ⋅ Valentin Mohl ⋅ Alexander D. Goldie ⋅ Aaron Courville ⋅ Karin Sevegnani ⋅ Shimon Whiteson ⋅ Jakob Foerster

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Local Constrained Bayesian Optimization

In Poster Session 6

Jingzhe Jing ⋅ Zheyi Fan ⋅ Szu Hui Ng ⋅ Qingpei Hu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

CurvZO: Adaptive Curvature-Guided Sparse Zeroth-Order Optimization for Efficient LLM Fine-Tuning

In Poster Session 6

Shuo Wang ⋅ Ziyu Chen ⋅ Ming Tang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Turning Stale Gradients into Stable Gradients: Coherent Coordinate Descent with Implicit Landscape Smoothing for Lightweight Zeroth-Order Optimization

In Poster Session 6

Chen Liang ⋅ Xiatao Sun ⋅ Qian Wang ⋅ Daniel Rakita

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Evolution of Benchmark: Black-Box Optimization Benchmark Design through Large Language Model

In Poster Session 6

Chen Wang ⋅ Sijie Ma ⋅ Zeyuan Ma ⋅ Yue-Jiao Gong

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Solving the Offline and Online Min-Max Problem of Non-smooth Submodular-Concave Functions: A Zeroth-Order Approach

In Poster Session 6

Amir Ali Farzin ⋅ Yuen-Man Pun ⋅ Philipp Braun ⋅ Tyler Summers ⋅ Iman Shames

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Depth over Fidelity in Fixed-Budget Noisy Evolution Strategies

In Poster Session 6

Sichen Wang ⋅ Zhipeng Lu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

LILO: Bayesian Optimization with Natural Language Feedback

In Poster Session 6

Katarzyna Kobalczyk ⋅ Zhiyuan Jerry Lin ⋅ Benjamin Letham ⋅ Zhuokai Zhao ⋅ Maximilian Balandat ⋅ Eytan Bakshy

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Regime-Adaptive Bayesian Optimization via Dirichlet Process Mixtures of Gaussian Processes

In Poster Session 6

Yan Zhang ⋅ Xuefeng Liu ⋅ Sipeng Chen ⋅ Sascha Ranftl ⋅ Chong Liu ⋅ Shibo Li

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Position: Zeroth-Order Optimization in Deep Learning Is Underexplored, Not Underpowered

In Poster Session 6

Sijia Liu ⋅ Yicheng Lang ⋅ Soumyadeep Pal ⋅ Changsheng Wang ⋅ Yancheng Huang ⋅ Chongyu Fan ⋅ James Diffenderfer ⋅ Bhavya Kailkhura ⋅ Yihua Zhang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Revisiting Zeroth-Order Hessian Approximation: A Single-Step Policy Optimization Lens

In Poster Session 6

Junbin Qiu ⋅ Zhaowei Hong ⋅ Renzhe Xu ⋅ Yao Shu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Romberg-Extrapolated Zeroth-Order Gradient Estimator: Higher-Order Bias Reduction with Preserved Leading Directional Variance

In Poster Session 6

Hongcheng Dong ⋅ Wenqiang Pu ⋅ Licheng Zhao ⋅ Rui Zhou ⋅ Feng Yin

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

$\texttt{MetaDistill}$: Unlocking the Performance Ceiling for Pretrained Optimizers

In Poster Session 6

Muqi Han ⋅ Ruoqi Xing ⋅ KAI WU ⋅ Xiaoyu Zhang ⋅ Handing Wang ⋅ Zilong Wang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Bridging Spherical Black-Box Optimizers

In Poster Session 6

Johannes Ackermann ⋅ Stefano Peluchetti

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Breaking Multi-Task Curse: Reward-Weighted Evolution for Black-Box Many-Task Optimization

In Poster Session 6

Yanchi Li ⋅ Jiao Liu ⋅ Wenyin Gong ⋅ Qiong Gu ⋅ Yue Zhao ⋅ Yew Soon ONG

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

AdaMeZO: Adam-style Zeroth-Order Optimizer for LLM Fine-tuning Without Maintaining the Moments

In Poster Session 6

Zhijie Cai ⋅ Haolong Chen ⋅ Guangxu Zhu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

A Language-Guided Bayesian Optimization for Efficient LoRA Hyperparameter Search

In Poster Session 6

Baek Seong-Eun ⋅ Lee Jung-Mok ⋅ Kim Sung-Bin ⋅ Tae-Hyun Oh

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Optimal Classical and Quantum Algorithms for Gradient Testing and Estimation by Comparisons

In Poster Session 6

Xiwen Tao ⋅ Chenyi Zhang ⋅ Helin Wang ⋅ Yexin Zhang ⋅ Tongyang Li

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Finding Stationary Points by Comparisons

In Poster Session 6

Helin Wang ⋅ Chenyi Zhang ⋅ Xiwen Tao ⋅ Yexin Zhang ⋅ Tongyang Li

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

ALAS: Additive Learnable Alpha-Stable Kernels for Flexible Bayesian Optimization

In Poster Session 6

Weibo Huang ⋅ Cheng Hua

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Iterated Population Based Training with Task-Agnostic Restarts

In Poster Session 6

Alexander Chebykin ⋅ Tanja Alderliesten ⋅ Peter A.N Bosman

[ Slides] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Bias-Spectrum Neural Processes for Parametric PDEs: Architecture Priors Meet PDE Constraints

In Poster Session 6

Hui Li ⋅ Huafeng Liu ⋅ Chenguang Li ⋅ Tianxiao Zhang ⋅ Yajun Yang ⋅ Liping Jing

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

The Theory and Practice of MAP Inference over Non-Convex Constraints

In Poster Session 6

Leander Kurscheidt ⋅ Gabriele Masina ⋅ Roberto Sebastiani ⋅ Antonio Vergari

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

General Synthetic-Powered Inference

In Poster Session 6

Meshi Bashari ⋅ Yonghoon Lee ⋅ Roy Lotan ⋅ Edgar Dobriban ⋅ Yaniv Romano

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Quantile-Free Uncertainty Quantification in Graph Neural Networks

In Poster Session 6

Soyoung Park ⋅ Hwanjun Song ⋅ Sungsu Lim

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Minimum Distance Summaries for Robust Neural Posterior Estimation

In Poster Session 6

Sherman Khoo ⋅ Dennis Prangle ⋅ Song Liu ⋅ Mark Beaumont

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Multiple Choice Learning of Low-Rank Adapters for Language Modeling

In Poster Session 6

Victor Letzelter ⋅ Hugo Malard ⋅ Mathieu Fontaine ⋅ Gaël Richard ⋅ Slim Essid ⋅ Andrei Bursuc ⋅ Patrick Perez

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Learning Credal Ensembles via Distributionally Robust Optimization

In Poster Session 6

Kaizheng Wang ⋅ Ghifari Adam Faza ⋅ Fabio Cuzzolin ⋅ Siu Lun Chau ⋅ David Moens ⋅ Hans Hallez

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Toward Calibrated Mixture-of-Experts Under Distribution Shift

In Poster Session 6

Gina Wong ⋅ Drew Prinster ⋅ Suchi Saria ⋅ Rama Chellappa ⋅ Anqi Liu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Beyond Softmax: A Natural Parameterization for Categorical Random Variables

In Poster Session 6

Alessandro Manenti ⋅ Cesare Alippi

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Leveraging Low-Rank Structures for High-Dimensional Score-Based Sampling

In Poster Session 6

Robert Gruhlke ⋅ Julius Berner ⋅ David Sommer ⋅ Lorenz Richter

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Spectral Bridge Variational Inference: Dynamic LoRA via Bures-Wasserstein Gradient Flows

In Poster Session 6

Yuhang Xi ⋅ Yu-Feng Yu ⋅ Chuan-Xian Ren ⋅ Zhao-Rong Lai

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

On the Epistemic Uncertainty of Overparametrized Neural Networks

In Poster Session 6

David Rügamer

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

From Individual Calibration to Reliable Classifiers: ALD Parameterization with mPAIC Guarantees

In Poster Session 6

Deming Sheng ⋅ Ricardo Henao

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Probabilistic Retrofitting of Learned Simulators

In Poster Session 6

Cristiana Diaconu ⋅ Miles Cranmer ⋅ Richard E Turner ⋅ Tanya Marwah ⋅ Payel Mukhopadhyay

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Zono-Conformal Prediction: Zonotope-Based Uncertainty Quantification for Regression and Classification Tasks

In Poster Session 6

Laura Lützow ⋅ Michael Eichelbeck ⋅ Mykel Kochenderfer ⋅ Matthias Althoff

[ JMLR]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Provably Valid Uncertainty Quantification for Deep Computed Tomography

In Poster Session 6

Matteo Gätzner ⋅ Johannes Kirschner

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Transformers Can Learn Posterior Predictive Distributions In-Context

In Poster Session 6

Gyeonghun Kang ⋅ Changwoo Lee ⋅ Xiang Cheng

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Set-Preserving Calibration from Conformal P-Values to E-Values

In Poster Session 6

Nabil Alami ⋅ Jad Zakharia ⋅ Souhaib Ben Taieb

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Conformal Calibration Transfer

In Poster Session 6

Achref Doula

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Bulk-Calibrated Credal Ambiguity Sets: Fast, Tractable Decision Making under Out-of-Sample Contamination

In Poster Session 6

Mengqi Chen ⋅ Thomas Berrett ⋅ Theodoros Damoulas ⋅ Michele Caprio

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Multi-Objective Preference Optimization: Improving Human Alignment of Generative Models

In Poster Session 6

Akhil Agnihotri ⋅ Rahul Jain ⋅ Deepak Ramachandran ⋅ Zheng Wen

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

$f$-Divergence Regularized RLHF: Two Tales of Sampling and Unified Analyses

In Poster Session 6

Di Wu ⋅ Chengshuai Shi ⋅ Jing Yang ⋅ Cong Shen

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Beyond Scalar Rewards: Learning from Text Feedback in LLM Post-Training

In Poster Session 6

Yuda Song ⋅ Lili Chen ⋅ Fahim Tajwar ⋅ REMI MUNOS ⋅ Deepak Pathak ⋅ J. Bagnell ⋅ Aarti Singh ⋅ Andrea Zanette

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning Reward Functions from Multiple Feedback Types with Amortized Variational Inference

In Poster Session 6

Raphaël Baur ⋅ Yannick Metz ⋅ Maria Gkoulta ⋅ Mennatallah El-Assady ⋅ Giorgia Ramponi ⋅ Thomas Kleine Buening

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Path-Coupled Bellman Flows for Distributional Reinforcement Learning

In Poster Session 6

Boyang Xu ⋅ Qing Zou ⋅ Siqin Yang ⋅ Hao Yan

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

The cost of commitment in option-based hierarchical RL

In Poster Session 6

Randy Lefebvre ⋅ Audrey Durand

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Online Rubrics Elicitation from Pairwise Comparisons

In Poster Session 6

MohammadHossein Rezaei ⋅ Robert Vacareanu ⋅ Zihao Wang ⋅ Clinton Wang ⋅ Bing Liu ⋅ Yunzhong He ⋅ Afra Feyza Akyürek

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Return-Aligned Decision Transformer

In Poster Session 6

Tsunehiko Tanaka ⋅ Kenshi Abe ⋅ Kaito Ariu ⋅ Tetsuro Morimura ⋅ Edgar Simo-Serra

[ URL] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Escaping the Verifier: Learning to Reason via Demonstrations

In Poster Session 6

Locke Cai ⋅ Max Ryabinin ⋅ Ivan Provilkov

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Mitigating Plasticity Loss through Architectural Design in Continual Learning

In Poster Session 6

Niklas Koeppe ⋅ Luiz Felipe Vecchietti ⋅ Dongqi Han ⋅ Dongsheng Li ⋅ Sang Wan Lee

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Formalizing Learning from Language Feedback with Provable Guarantees

In Poster Session 6

Wanqiao Xu ⋅ Allen Nie ⋅ Ruijie Zheng ⋅ Aditya Modi ⋅ Adith Swaminathan ⋅ Ching-An Cheng

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

BiTrajDiff: Bidirectional Trajectory Generation with Diffusion Models for Offline Reinforcement Learning

In Poster Session 6

Yunpeng Qing ⋅ Yixiao Chi ⋅ Shuo Chen ⋅ Shunyu Liu ⋅ Kexuan Zhou ⋅ Sixu Lin ⋅ Litao Liu ⋅ Changqing Zou

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Beyond Static Pipelines: Learning Dynamic Workflows for Text-to-SQL

In Poster Session 6

Yihan Wang ⋅ Peiyu Liu ⋅ Runyu Chen ⋅ Wei Xu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Reinforcement Learning from Bagged Reward

In Poster Session 6

Yuting Tang ⋅ Xin-Qiang Cai ⋅ Yao-Xiang Ding ⋅ Qiyu Wu ⋅ Guoqing Liu ⋅ Masashi Sugiyama

[ URL] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Episodic Memory-Guided Controllable Experience Synthesis for Reinforcement Learning

In Poster Session 6

Xiao Ma ⋅ Tian Li ⋅ Wu-Jun Li

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Active Attacks: Red-teaming LLMs via Adaptive Environments

In Poster Session 6

Taeyoung Yun ⋅ Pierre-Luc St-Charles ⋅ Jinkyoo Park ⋅ Yoshua Bengio ⋅ Minsu Kim

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Comparing Deterministic and Soft Policy Gradients for Optimizing Gaussian Mixture Actors

In Poster Session 6

Sheelabhadra Dey ⋅ Guni Sharon

[ URL] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Consistent Zero-Shot Imitation with Contrastive Goal Inference

In Poster Session 6

Kathryn Wantlin ⋅ Chongyi Zheng ⋅ Benjamin Eysenbach

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Adaptive Policy Backbone via Shared Network

In Poster Session 6

Bumgeun Park ⋅ Donghwan Lee

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Adaptive Multi-Round Allocation with Stochastic Arrivals

In Poster Session 6

Yuqi Pan ⋅ Davin Choo ⋅ Haichuan Wang ⋅ Milind Tambe ⋅ Alastair van Heerden ⋅ Cheryl Johnson

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Batched Contextual Reinforcement

In Poster Session 6

Bangji Yang ⋅ Hongbo Ma ⋅ Jiajun Fan ⋅ Ge Liu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

ICR-RL: Deep Reinforcement Learning via In-Context-Regression

In Poster Session 6

David Schiff ⋅ Ofir Lindenbaum ⋅ Yonathan Efroni

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Near-Optimal Private Linear Regression via Iterative Hessian Mixing

In Poster Session 6

Omri Lev ⋅ Moshe Shenfeld ⋅ Vishwak Srinivasan ⋅ Katrina Ligett ⋅ Ashia Wilson

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Differentially Private Preference Data Synthesis for Large Language Model Alignment

In Poster Session 6

Fengyu Gao ⋅ Jing Yang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Collaborative Disagreement Resolution for Scalable Oversight

In Poster Session 6

Yuyang Jiang ⋅ Chacha Chen ⋅ Teng Wu ⋅ Liwen Sun ⋅ Han Liu ⋅ Shi Feng ⋅ Chenhao Tan

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: Current Model Cards Are Insufficient for Downstream Governance of Open-Weight Foundation Models

In Poster Session 6

Sungwon Chae ⋅ Keonwoo Kim ⋅ Hoki Kim ⋅ Jaeyeon Ju ⋅ Sangchul Park

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Around the World in Eighty Ratings? Quantifying the Salience of Geo-Cultural Values for Pluralistic Alignment

In Poster Session 6

Arkadiy Saakyan ⋅ Charvi Rastogi ⋅ Lora Aroyo

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: AI Governance Needs ISO-like Interoperability Protocols, Not Just Laws

In Poster Session 6

Azmine Toushik Wasi ⋅ Mst Islam ⋅ Mahfuz Anik ⋅ Manjurul Ahsan ⋅ Taki Hasan Rafi ⋅ Dong-Kyu Chae

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Decoding Safety Feedback from Diverse Raters: A Data-driven Lens on Responsiveness to Severity

In Poster Session 6

Pushkar Mishra ⋅ Charvi Rastogi ⋅ Stephen Pfohl ⋅ Alicia Parrish ⋅ Tian Teh ⋅ Roma Patel ⋅ Mark Diaz ⋅ Ding Wang ⋅ Michela Paganini ⋅ Vinodkumar Prabhakaran ⋅ Lora Aroyo ⋅ Verena Rieser

[ URL] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

PersistBench: When Should Long-Term Memories Be Forgotten by LLMs?

In Poster Session 6

Sidharth Pulipaka ⋅ Oliver Chen ⋅ Manas Sharma ⋅ Taaha Saleem Bajwa ⋅ Vyas Raina ⋅ Ivaxi Sheth

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Copyright-Bench: Agentic Evaluation of Copyright Law Compliance

In Poster Session 6

Zheng Hui ⋅ Doni Bloomfield ⋅ Noam Kolt

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Who Transfers Safety? Identifying and Targeting Cross-Lingual Shared Safety Neurons

In Poster Session 6

Xianhui Zhang ⋅ Chengyu Xie ⋅ Linxia Zhu ⋅ Yonghui Yang ⋅ Weixiang Zhao ⋅ Zifeng Cheng ⋅ Cong Wang ⋅ Fei Shen ⋅ Tat-Seng Chua

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Decoy for the Judge: Disrupting Multi-Turn Jailbreaks using Semantics-Preserving Output Rewriting

In Poster Session 6

Huanli Gong ⋅ Zhipeng Wei ⋅ Yu Fu ⋅ Haz Shahgir ⋅ Ananya Gupta ⋅ Yue Dong ⋅ N. Benjamin Erichson

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Emergence of Biased Consensus in Multi-Agent LLM Debates

In Poster Session 6

Maya Okawa

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Calibrating Conservatism for Scalable Oversight

In Poster Session 6

William Overman ⋅ Mohsen Bayati

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Don't Walk the Line: Boundary Guidance for Filtered Generation

In Poster Session 6

Sarah Ball ⋅ Andreas Haupt

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

A Geometric Analysis of Small-sized Language Model Hallucinations

In Poster Session 6

Emanuele Ricco ⋅ Elia Onofri ⋅ Lorenzo Cima ⋅ Stefano Cresci ⋅ Roberto Di Pietro

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

State-Dependent Safety Failures in Multi-Turn Language Model Interaction

In Poster Session 6

pengcheng li ⋅ Jie Zhang ⋅ Tianwei Zhang ⋅ Han Qiu ⋅ Zhang kejun ⋅ Weiming Zhang ⋅ Nenghai Yu ⋅ Wenbo Zhou

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

RedDebate: Safer Responses Through Multi-Agent Red Teaming Debates

In Poster Session 6

Ali Asad ⋅ Stephen Obadinma ⋅ Radin Shayanfar ⋅ Xiaodan Zhu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

When Benign Inputs Lead to Severe Harms: Eliciting Unsafe Unintended Behaviors of Computer-Use Agents

In Poster Session 6

Jaylen Jones ⋅ Zhehao Zhang ⋅ Yuting Ning ⋅ Eric Fosler-Lussier ⋅ Pierre-Luc St-Charles ⋅ Yoshua Bengio ⋅ Dawn Song ⋅ Yu Su ⋅ Huan Sun

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Constitutional Black-Box Monitoring for Scheming in LLM Agents

In Poster Session 6

Simon Storf ⋅ Rich Barton-Cooper ⋅ James Peters-Gill ⋅ Marius Hobbhahn

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

It's a TRAP! Task-Redirecting Agent Persuasion Benchmark for Web Agents

In Poster Session 6

Karolina Korgul ⋅ Yushi Yang ⋅ Arkadiusz Drohomirecki ⋅ Piotr Blaszczyk ⋅ Will Howard ⋅ Lukas Aichberger ⋅ Chris Russell ⋅ Phil Torr ⋅ Adam Mahdi ⋅ Adel Bibi

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

The Safety-Aware Denoiser for Text Diffusion Models

In Poster Session 6

Amman Yusuf ⋅ Zhejun Jiang ⋅ Mi Jung Park

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

FormalJudge: A Neuro-Symbolic Paradigm for Agentic Oversight

In Poster Session 6

Jiayi Zhou ⋅ Yang Sheng ⋅ Hantao Lou ⋅ Yaodong Yang ⋅ Jie Fu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

The Heterogeneous Safety Impacts of Benign Multilingual Fine-Tuning

In Poster Session 6

Will Hawkins ⋅ Kai Rawal ⋅ Jonathan Rystrøm ⋅ Stratis Tsirtsis ⋅ Zihao Fu ⋅ Greta Warren ⋅ Eoin Delaney ⋅ Ryan Brown ⋅ Sandra Wachter ⋅ Brent Mittelstadt ⋅ Chris Russell

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Position: LLM-Safety Evaluations Lack Robustness

In Poster Session 6

Tim Beyer ⋅ Sophie Xhonneux ⋅ Simon Geisler ⋅ Gauthier Gidel ⋅ Leo Schwinn ⋅ Stephan Günnemann

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

AutoControl Arena: Synthesizing Executable Test Environments for Frontier AI Risk Evaluation

In Poster Session 6

Changyi Li ⋅ Pengfei Lu ⋅ Xudong Pan ⋅ Fazl Barez ⋅ Min Yang

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

EMBGUARD: Constructing Hazard-Aware Guardrails for Safe Planning in Embodied Agents

In Poster Session 6

Dongwook Choi ⋅ Taeyoon Kwon ⋅ Bogyung Jeong ⋅ Minju Kim ⋅ Yeonjun Hwang ⋅ Hyojun Kim ⋅ Byungchul Kim ⋅ Young Kyun Jang ⋅ Jinyoung Yeo

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

The Optimal Sample Complexity of Linear Contracts

In Poster Session 6

Mikael Moller Hogsgaard

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Position: Uncertainty is a Strategic Signal in Human–AI Decision Making

In Poster Session 6

Achref Doula ⋅ Otthein Herzog ⋅ Siegfried WU ⋅ Max Mühlhäuser

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Learning in Structured Stackelberg Games

In Poster Session 6

Nina Balcan ⋅ Kiriaki Fragkia ⋅ Keegan Harris

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Betting on Equilibrium: Monitoring Strategic Behavior in Multi-Agent Systems

In Poster Session 6

Etienne Gauthier ⋅ Francis Bach ⋅ Michael Jordan

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Risk-Averse and Optimistic Advertiser Incentive Compatibility in Auto-bidding

In Poster Session 6

Christopher Liaw ⋅ Wennan Zhu

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Overcoming the Incentive Collapse Paradox

In Poster Session 6

Qichuan Yin ⋅ Ziwei Su ⋅ Shuangning Li

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Achieving Logarithmic Regret in KL-Regularized Zero-Sum Markov Games

In Poster Session 6

Anupam Nayak ⋅ Tong Yang ⋅ Osman Yagan ⋅ Gauri Joshi ⋅ Yuejie Chi

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

TN-SHAP-G: Graph-Structured Tensor Network Surrogates for Shapley Values and Interactions

In Poster Session 6

Farzaneh Heidari ⋅ Guillaume Rabusseau

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Position: Enabling Fair Revenue Sharing for Data Providers in GenAI Systems

In Poster Session 6

Gengrui (Edward) Zhang

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Understanding Dynamics of Adam in Zero-Sum Games: An ODE Approach

In Poster Session 6

Yi Feng ⋅ Weiming Ou ⋅ Xiao Wang

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Revisiting the Bertrand Paradox via Equilibrium Analysis of No-regret Learners

In Poster Session 6

ARNAB MAITI ⋅ Junyan Liu ⋅ Kevin Jamieson ⋅ Lillian Ratliff

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Statistical Impossibility and Possibility of Aligning LLMs with Human Preferences: From Condorcet Paradox to Nash Equilibrium

In Poster Session 6

Kaizhao Liu ⋅ Qi Long ⋅ Zhekun Shi ⋅ Weijie Su ⋅ Jiancong Xiao

[ Poster] [ URL]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Provably Convergent Actor-Critic in Risk-averse MARL

In Poster Session 6

Yizhou Zhang ⋅ Eric Mazumdar

[ Poster] [ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Model Monotonicity in Autobidding Auctions: When Do Better Predictions Lead to Better Outcomes?

In Poster Session 6

Ashwinkumar Badanidiyuru

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Optimal Rates for Feasible Payoff Set Estimation in Games

In Poster Session 6

Annalisa Barbara ⋅ Riccardo Poiani ⋅ Martino Bernasconi ⋅ Andrea Celli

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

To Grok Grokking: Provable Grokking in Ridge Regression

In Poster Session 6

Mingyue Xu ⋅ Gal Vardi ⋅ Itay Safran

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

Linear-Core Surrogates: Smooth Loss Functions with Linear Rates for Classification and Structured Prediction

In Poster Session 6

Mehryar Mohri ⋅ Yutao Zhong

[ OpenReview]

Poster

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ HALL A None

A Studentized Spherical Harmonics–Based Nonparametric Two-Sample Test for Compositional and Directional Data

In Poster Session 6

Binglin Li ⋅ Matthew Reed ⋅ Seong-Tae Kim

[ OpenReview]

Poster Session

Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None

Poster Session 6

Oral

Thu Jul 09 10:45 AM -- 11:00 AM (KST) @ GRAND BALLROOM 101-105 None

Robust Contextual Optimization with Missing Covariates

In Oral 5E Theory: Optimization, Generalization, Privacy

Qingyuan Xu ⋅ Ruiwei Jiang

[ OpenReview]

Oral

Thu Jul 09 10:45 AM -- 11:00 AM (KST) @ HALL D1 None

Rare Event Analysis of Large Language Models

In Oral 5D AI Evaluation & Methodology

Jake McAllister Dorman ⋅ Edward Gillman ⋅ Dominic C Rose ⋅ Jamie Mair ⋅ Juan Garrahan

[ OpenReview]

Oral

Thu Jul 09 10:45 AM -- 11:00 AM (KST) @ HALL C None

WeDLM: Reconciling Diffusion Language Models with Standard Causal Attention for Fast Inference

In Oral 5A LLM Training & Inference Efficiency

Aiwei Liu ⋅ Minghua He ⋅ Shaoxun Zeng ⋅ Sijun Zhang ⋅ Linhao Zhang ⋅ Chuhan Wu ⋅ Wei Jia ⋅ Yuan Liu ⋅ Zhou Xiao ⋅ Jie Zhou

[ OpenReview]

Oral

Thu Jul 09 10:45 AM -- 11:00 AM (KST) @ HALL B2 None

Transforming Weather Data from Pixel to Latent Space

In Oral 5B Data-efficient Learning & Distillation

Sijie Zhao ⋅ Feng Liu ⋅ Xueliang Zhang ⋅ Hao Chen ⋅ Tao Han ⋅ JUNCHAO GONG ⋅ Ran Tao ⋅ Pengfeng Xiao ⋅ Xinyu Gu ⋅ LEI BAI

[ OpenReview]

Oral

Thu Jul 09 10:45 AM -- 11:00 AM (KST) @ HALL D2 None

Stabilizing the Q-Gradient Field for Policy Smoothness in Actor-Critic Methods

In Oral 5C Reinforcement Learning

Jeong Woon Lee ⋅ Kyoleen Kwak ⋅ Daeho Kim ⋅ Hyoseok Hwang

[ OpenReview]

Oral

Thu Jul 09 10:45 AM -- 11:00 AM (KST) @ ASEM BALLROOM 201-203 None

SpatioLM: Towards General Physical Spatial Intelligence in Vision-Language Models

In Oral 5G Spatial Reasoning

jing wu ⋅ Jianhua Wu ⋅ Jiayi Guan ⋅ Jiahong Chen ⋅ Jinghui Lu ⋅ Hangjun Ye ⋅ Bingzhao Gao ⋅ Long Chen

[ OpenReview]

Oral

Thu Jul 09 10:45 AM -- 11:00 AM (KST) @ AUDITORIUM None

Towards Hierarchy–Uniformity Equilibrium: Recovering Semantic Depth in Hypergraph Contrastive Learning

In Oral 5F Graph & Federated Learning

Ruiting Zhao ⋅ Ming Li ⋅ Lixin Cui ⋅ Lu Bai ⋅ Feilong Cao ⋅ Ke Lv ⋅ Pietro Lió

[ OpenReview]

Break

Thu Jul 09 12:00 PM -- 01:30 PM (KST) None

Lunch

Invited Talk

Thu Jul 09 01:30 PM -- 02:30 PM (KST) @ HALL C None

What will be left for us to work on?

Arvind Narayanan

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Towards Execution-Grounded Automated AI Research

In Poster Session 7

Chenglei Si ⋅ Zitong Yang ⋅ Yejin Choi ⋅ Emmanuel J Candes ⋅ Diyi Yang ⋅ Tatsunori Hashimoto

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Autoregression with Self-Token Prediction

In Poster Session 7

Dengsheng Chen ⋅ Yangming Shi ⋅ Enhua Wu

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

FIRE: Learning to Navigate and Act on Real-World Files via Stateful Reinforcement Learning

In Poster Session 7

Jingyuan Ma ⋅ Zheng Li ⋅ Rui Li ⋅ Siyao Song ⋅ Ying Zeng ⋅ Minghao Li ⋅ Zhifang Sui

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Physics-Informed Self-Supervised Learning on Efficient Electron-Density Images for Organic Material Property Prediction

In Poster Session 7

Zhixiang Cheng ⋅ Hongxin Xiang ⋅ Mingquan Liu ⋅ Tengfei Ma ⋅ Yingzhuo Tu ⋅ Wenjie Du ⋅ Bosheng Song ⋅ Yiping Liu ⋅ xiangxiang Zeng

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Rethink the Role of Neural Decoders in Quantum Error Correction

In Poster Session 7

Ge Yan ⋅ SHANCHUAN LI ⋅ Yuxuan Du

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Multimodal Crystal Flow: Any-to-Any Modality Generation for Unified Crystal Modeling

In Poster Session 7

Kiyoung Seong ⋅ Sungsoo Ahn ⋅ Sehui Han ⋅ Changyoung Park

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Efficient Training of Boltzmann Generators Using Off-Policy Log-Dispersion Regularization

In Poster Session 7

Henrik Schopmans ⋅ Christopher von Klitzing ⋅ Pascal Friederich

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Order Matters in Retrosynthesis: Structure-aware Generation via Reaction-Center-Guided Discrete Flow Matching

In Poster Session 7

Chenguang Wang ⋅ Zihan Zhou ⋅ LEI BAI ⋅ Tianshu Yu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

HVR-Met: A Hypothesis-Verification-Replaning Agentic System for Extreme Weather Diagnosis

In Poster Session 7

Shuo Tang ⋅ Jiadong Zhang ⋅ Jian Xu ⋅ Gengxian Zhou ⋅ Qizhao Jin ⋅ Qinxuan Wang ⋅ Yi Hu ⋅ Ning Hu ⋅ Hongchang Ren ⋅ Lingli He ⋅ Jiaolan Fu ⋅ Jingtao Ding ⋅ Shiming Xiang ⋅ Cheng-Lin Liu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

GenDA: Generative Data Assimilation on Complex Urban Areas via Classifier-Free Diffusion Guidance

In Poster Session 7

Francisco Giral ⋅ Álvaro Sevillano ⋅ Ignacio Perez ⋅ Ricardo Vinuesa ⋅ Soledad Le Clainche

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Physics-Informed Residual Flows

In Poster Session 7

Jephte Abijuru ⋅ Mayank Kumar Nagda ⋅ Phil Sidney Ostheimer ⋅ Sebastian Vollmer ⋅ Marius Kloft ⋅ Sophie Fellenz

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Graph Rewiring based on Flow Alignment for Improving Fluid Simulation

In Poster Session 7

Zenong Li ⋅ Wei Xian Lim ⋅ Wai Lee Chan ⋅ Adams Wai Kin Kong

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Global Plane Waves From Local Gaussians: Periodic Charge Densities in a Blink

In Poster Session 7

Jonas Elsborg ⋅ Felix Aertebjerg ⋅ Luca Anthony Thiede ⋅ Alan Aspuru-Guzik ⋅ Tejs Vegge ⋅ Arghya Bhowmik

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

PnP-Corrector: A Universal Correction Framework for Coupled Spatiotemporal Forecasting

In Poster Session 7

Yuan Gao ⋅ Fan Xu ⋅ Hao Wu ⋅ Yuxu Lu ⋅ Penghao Zhao ⋅ Fan Zhang ⋅ Hao Jia ⋅ Yuxuan Liang ⋅ Ruijian Gou ⋅ Qingsong Wen ⋅ Xian Wu ⋅ Xiaomeng Huang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

G-RANS: Generalizable Residual-Aware Neural Solvers for Sparse Systems

In Poster Session 7

Weixin Liao ⋅ Mingquan Feng ⋅ Zhizhou Zhang ⋅ Youjia Wu ⋅ Yifan Fu ⋅ Junchi Yan

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Mesh Based Simulations with Spatial and Temporal awareness

In Poster Session 7

Paul Garnier ⋅ Vincent Lannelongue ⋅ Elie Hachem

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Hyperbolic Neural Operator

In Poster Session 7

jieyuan pei ⋅ Zhuoxuan Li ⋅ Wei Li ⋅ Haobo Zhang ⋅ jiawei jiang ⋅ Jianwei Zheng

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

LoPhyDA: Low-Rank Tensor and Physics Gradient Guided Diffusion for Atmospheric Data Assimilation

In Poster Session 7

danyang peng ⋅ Yang Chen ⋅ Yunlong Zhou ⋅ Xiaotong Yuan

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

LatentChem: From Textual CoT to Latent Thinking in Chemical Reasoning

In Poster Session 7

Xinwu Ye ⋅ Yicheng Mao ⋅ Jia Zhang ⋅ Yimeng (Yoyo) Liu ⋅ Hao Li ⋅ Fang Wu ⋅ Zhiwei Li ⋅ Yuxuan Liao ⋅ Zehong Wang ⋅ Zhiyuan Liu ⋅ Zhenfei Yin ⋅ Li Yuan ⋅ Phil Torr ⋅ Huan Sun ⋅ xiangxiang Zeng ⋅ Mengdi Wang ⋅ Le Cong ⋅ Shenghua Gao ⋅ Robert Tang

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Adaptive Physics Transformer with Fused Global-Local Attention for Subsurface Energy Systems

In Poster Session 7

Xin Ju ⋅ Hadrian Fung ⋅ Yuyan Zhang ⋅ Carl Jacquemyn ⋅ Matthew Jackson ⋅ Randolph Settgast ⋅ Sally Benson ⋅ Gege Wen

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Bayesian Rain Field Reconstruction using Commercial Microwave Links and Diffusion Model Priors

In Poster Session 7

Badr MOUFAD ⋅ Albina Ilina ⋅ Hai Victor Habi ⋅ Salem Lahlou ⋅ Yazid Janati ⋅ HAGIT MESSER ⋅ Eric Moulines

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Learning to Refine: Spectral-Decoupled Iterative Refinement Framework for Precipitation Nowcasting

In Poster Session 7

Yunlong Zhou ⋅ Chen Zhao ⋅ danyang peng ⋅ Fanfan Ji ⋅ Xiaotong Yuan

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

HybridOM: Hybrid Physics-Based and Data-Driven Global Ocean Modeling with Efficient Regional Downscaling

In Poster Session 7

Ruiqi Shu ⋅ Xiaohui Zhong ⋅ Mengyao Fang ⋅ Ruijian Gou ⋅ Tianrun Gao ⋅ Hao Li ⋅ Xiaomeng Huang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

CatFlow: Co-generation of Slab-Adsorbate Systems via Flow Matching

In Poster Session 7

Minkyu Kim ⋅ Nayoung Kim ⋅ Honghui Kim ⋅ Sungsoo Ahn

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Transforming Weather Data from Pixel to Latent Space

In Poster Session 7

Sijie Zhao ⋅ Feng Liu ⋅ Xueliang Zhang ⋅ Hao Chen ⋅ Tao Han ⋅ JUNCHAO GONG ⋅ Ran Tao ⋅ Pengfeng Xiao ⋅ Xinyu Gu ⋅ LEI BAI

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Do Neural Operators Forget Geometry? The Forgetting Hypothesis in Deep Operator Learning

In Poster Session 7

Yanming Xia ⋅ Angelica Aviles-Rivero

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

WIND: Weather Inverse Diffusion for Zero-Shot Atmospheric Modeling

In Poster Session 7

Michael Aich ⋅ Andreas Fürst ⋅ Florian Sestak ⋅ Carlos Ruiz-Gonzalez ⋅ Niklas Boers ⋅ Johannes Brandstetter

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Benchmarking Physics-Informed Time-Series Models for Operational Global Station Weather Forecasting

In Poster Session 7

Tao Han ⋅ Zhibin Wen ⋅ Zhenghao Chen ⋅ Dazhao Du ⋅ Song Guo ⋅ LEI BAI

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

CSOR: Coreset Selection for Object Re-identification via Class Pruning

In Poster Session 7

Minyoung Oh ⋅ Jae-Young Sim

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

MME-Reasoning: A Broad-Spectrum Benchmark for Evaluating Logical Reasoning in MLLMs

In Poster Session 7

Jiakang Yuan ⋅ Tianshuo Peng ⋅ Yilei Jiang ⋅ Yiting Lu ⋅ Renrui Zhang ⋅ Kaituo Feng ⋅ Chaoyou Fu ⋅ Tao Chen ⋅ LEI BAI ⋅ Bo Zhang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

MM-Snowball: Evaluating and Mitigating Hallucination Snowballing in Multimodal Multi-turn Dialogue

In Poster Session 7

Yue Jiang ⋅ Xue JIANG ⋅ Lihua Zhang ⋅ Zhiqiang Wang ⋅ Yuhang Lu ⋅ Peng Wang ⋅ Bo Han ⋅ Feng Zheng ⋅ Dingkang Yang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Video-BCI: Bayesian Cognitive Integration of Self-Prior Hypotheses for Video Understanding

In Poster Session 7

Xing Xi ⋅ Yu Qiu ⋅ Ronghua Luo ⋅ Peixian Chen ⋅ peilin tong ⋅ Jiahao Liang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Intrinsic Gradient Suppression for Label-Noise Prompt Tuning in Vision–Language Models

In Poster Session 7

Jia-yu Li ⋅ Jiaxin Qi ⋅ Sheng Zhou ⋅ Jianqiang Huang ⋅ Xian-Sheng Hua

[ Slides] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Q-CLIP: Unleashing the Power of Vision-Language Models for Video Quality Assessment through Unified Cross-Modal Adaptation

In Poster Session 7

Yachun Mi ⋅ Yu Li ⋅ Yanting Li ⋅ Chen Hui ⋅ Tong Zhang ⋅ Zhixuan Li ⋅ Chenyue Song ⋅ Wei Yang Bryan Lim ⋅ Shaohui Liu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Mitigating Perceptual Judgment Bias in Multimodal LLM-as-a-Judge via Perceptual Perturbation and Reward Modeling

In Poster Session 7

Seojeong Park ⋅ Jiho Choi ⋅ Junyong Kang ⋅ Seonho Lee ⋅ Jaeyo Shin ⋅ Hyunjung Shim

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

CAST: Modeling Visual State Transitions for Consistent Video Retrieval

In Poster Session 7

Yanqing Liu ⋅ Yingcheng Liu ⋅ Fanghong Dong ⋅ Budianto Budianto ⋅ Cihang Xie ⋅ Yan jiao

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Comp-Attn: Present-and-Align Attention for Compositional Video Genneration

In Poster Session 7

Hongyu Zhang ⋅ Yufan Deng ⋅ Shenghai Yuan ⋅ Yian Zhao ⋅ Peng Jin ⋅ Xuehan Hou ⋅ Chang Liu ⋅ Jie Chen

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

World-Model Inspired Emotion-aware Token Refinement for Training-Free Multimodal Emotion Recognition

In Poster Session 7

Kejun Liu ⋅ Yuanyuan Liu ⋅ ke Wang ⋅ Zhe Chen ⋅ Yibing Zhan ⋅ Wei Xiang ⋅ Hongyan Zhang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Keep It in Mind: User Centric Continual Spatial Intelligence Reasoning in Egocentric Video Streams

In Poster Session 7

Yun Wang ⋅ Junbin Xiao ⋅ Han Lyu ⋅ Yifan Wang ⋅ Jing Zuo ⋅ Zhanjie Zhang ⋅ Hong Huang ⋅ Dapeng Wu ⋅ Angela Yao

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Dual-Latent Memory Routing for Vision-Language Reasoning

In Poster Session 7

Hao-Xuan Ma ⋅ Jin-Fei Qi ⋅ YiCheng Xiao ⋅ Han-Jia Ye

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Code2Video: A Code-centric Paradigm for Educational Video Creation

In Poster Session 7

Yanzhe Chen ⋅ Kevin Qinghong Lin ⋅ Mike Zheng Shou

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

VlogReward: Learning Multi-Dimensional Evaluation for Vlog Editing

In Poster Session 7

Yexiang Liu ⋅ Wen Zhong ⋅ Sijie Zhu ⋅ Xin Gu ⋅ Fan Chen ⋅ Junxian Duan ⋅ Jie Cao ⋅ Longyin Wen ⋅ Zhenfang Chen

[ Slides] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

MM-DeepResearch: A Simple and Effective Multimodal Agentic Search Baseline

In Poster Session 7

Huanjin Yao ⋅ Qixiang Yin ⋅ Min Yang ⋅ Ziwang Zhao ⋅ Yibo Wang ⋅ Haotian Luo ⋅ Jingyi Zhang ⋅ Jiaxing Huang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Position: Universal Aesthetic Alignment Narrows Artistic Expression

In Poster Session 7

Wenqi Guo ⋅ Qingyun Qian ⋅ Khalad Hasan ⋅ Shan Du

[ Slides] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Hyperbolic Hierarchical Alignment for Video-Based Visible-Infrared Person Re-Identification

In Poster Session 7

Shuang Li ⋅ Changjiang Kuang ⋅ Jiaxu Leng ⋅ Mingpi Tan ⋅ Zhanjie Wu ⋅ Shuanglin Yan ⋅ Xinbo Gao

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Find, Fix, Reason: Context Repair for Video Reasoning

In Poster Session 7

Haojian Huang ⋅ Chuanyu Qin ⋅ Yinchuan Li ⋅ YINGCONG CHEN

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Memory as Dynamics: Learning Reliability-Guided Predictive Models for Online Video Perception

In Poster Session 7

Minwoo Kim ⋅ Sang Min Yoon

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Interactive Person Retrieval via Multi-Turn Multimodal Conversation

In Poster Session 7

Yang Bai ⋅ Tingfeng Wang ⋅ Bin Yang ⋅ Min Cao ⋅ Jinqiao Wang ⋅ Mang Ye

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

SkelHCC: A Hyperbolic CLIP-Driven Cache Adaptation Framework for Skeleton-based One-Shot Action Recognition

In Poster Session 7

Yanan Liu ⋅ Anqi Zhu ⋅ Jingmin Zhu ⋅ Jun Liu ⋅ Hossein Rahmani ⋅ Mohammed Bennamoun ⋅ Farid Boussaid ⋅ Dan Xu ⋅ Qiuhong Ke

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Learning Context-Conditioned Predicate Semantics via Prototype Feedback

In Poster Session 7

NamGyu Jung ⋅ Chang Choi

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Supervised Classification Heads as Semantic Prototypes: Unlocking Vision-Language Alignment via Weight Recycling

In Poster Session 7

David Méndez ⋅ Roberto Confalonieri ⋅ Natalia Díaz-Rodríguez

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Zero-Shot Text-to-Motion Evaluation using Video Language Models

In Poster Session 7

Yuwen Ji ⋅ Donglin Wang ⋅ Yue Zhang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Taming I2V models for Image HOI Editing: A Cognitive Benchmark and Agentic Self-Correcting Framework

In Poster Session 7

Jiayi Gao ⋅ Qingchao Chen ⋅ Yuxin Peng ⋅ Yang Liu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

AlignVid: Taming Visual Dominance via Training-Free Attention Modulation in Text-guided Image-to-Video Generation

In Poster Session 7

Yexin Liu ⋅ Wenjie Shu ⋅ Zile Huang ⋅ Haoze Zheng ⋅ Yueze Wang ⋅ Manyuan Zhang ⋅ Jinjing Zhu ⋅ Ser-Nam Lim ⋅ Harry Yang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

DocOS: A Benchmark for Proactive Document-Guided Actions in GUI Agents

In Poster Session 7

Jingjing Liu ⋅ Ziye Huang ⋅ Zihao Cheng ⋅ Zeming Liu ⋅ Jiahong Wu ⋅ Yuhang Guo ⋅ Kehai Chen ⋅ Yunhong Wang ⋅ Haifeng Wang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Path-Decoupled Hyperbolic Flow Matching for Few-Shot Adaptation

In Poster Session 7

Lin Li ⋅ Ziqi Jiang ⋅ Gefan Ye ⋅ Zhenqi He ⋅ Jiahui Li ⋅ Jun Xiao ⋅ Kwang-Ting Cheng ⋅ Long Chen

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Learning Global Representation from Queries for Vectorized HD Map Construction

In Poster Session 7

Shoumeng Qiu ⋅ Xinrun Li ⋅ Yang Long ⋅ Xiangyang Xue ⋅ Varun Ojha ⋅ Jian Pu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

3ViewSense: Spatial and Mental Perspective Reasoning from Orthographic Views in Vision-Language Models

In Poster Session 7

Shaoxiong Zhan ⋅ Yanlin Lai ⋅ Zheng Liu ⋅ Zijian Lin ⋅ Lin Hai ⋅ Xiaodong Cai ⋅ Shen Li ⋅ Wen Huang ⋅ Hai-Tao Zheng

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Distilling Neuro-Symbolic Programs into 3D Multi-modal LLMs

In Poster Session 7

Wentao Mo ⋅ Yang Liu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

3DGS-HPC: Distractor-free 3D Gaussian Splatting with Hybrid Patch-wise Classification

In Poster Session 7

Jiahao Chen ⋅ Yipeng Qin ⋅ Ganlong Zhao ⋅ Xin Li ⋅ Wenping Wang ⋅ Guanbin Li

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

ReVSI: Rebuilding Visual Spatial Intelligence Evaluation for Accurate Assessment of VLM 3D Reasoning

In Poster Session 7

Yiming Zhang ⋅ Jiacheng Chen ⋅ Jiaqi Tan ⋅ Yongsen Mao ⋅ Wenhu Chen ⋅ Angel X Chang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Beyond Unidirectional Bias: Reciprocal Perspective Calibration in Scene Graph Generation

In Poster Session 7

Haifeng Zhao ⋅ Wenbo Zhao ⋅ Xuemei Luo ⋅ Lei-Lei Ma ⋅ Dengdi Sun

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

StructMamPose: From Sequential Perception to Structural Reasoning for 3D Human Pose Estimation

In Poster Session 7

Jiahong Jiang ⋅ Miao Zhang ⋅ Leiye Liu ⋅ Yao Cui ⋅ Jingjing Li ⋅ Wei Ji ⋅ Yongri Piao ⋅ Huchuan Lu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Position: Human-Centric Vision Requires Topological Generalization Beyond Fixed Skeletal Topologies

In Poster Session 7

Heming Du ⋅ Jiaying Ying ⋅ Kaihao Zhang ⋅ Tianqing Zhu ⋅ Xin Yu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Decoupling Skeleton and Flesh: Efficient Multimodal Table Reasoning with Disentangled Alignment and Structure-aware Guidance

In Poster Session 7

Yingjie Zhu ⋅ Xuefeng Bai ⋅ Kehai Chen ⋅ Yang Xiang ⋅ Youcheng Pan ⋅ Xiaoqiang Zhou ⋅ Min zhang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

STABLE: Simulation-Ready Tabletop Layout Generation via a Semantics–Physics Dual System

In Poster Session 7

Zhen Luo ⋅ Yixuan Yang ⋅ Xudong XU ⋅ Jinkun Hao ⋅ Zhaoyang Lyu ⋅ Feng Zheng ⋅ Jiangmiao Pang ⋅ Yanwei Fu

[ Slides] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Zero-shot Active Mapping via Fused 360-BEV Representations and Vision–Language Models

In Poster Session 7

Yuanze Wang ⋅ Dianxi Shi ⋅ Yuetian Wang ⋅ Shiming Song ⋅ Haikuo Peng ⋅ Chunping Qiu ⋅ Mengzhu Wang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Interpretability Transfer from Language to Vision via Sparse Autoencoders

In Poster Session 7

Alexey Kravets ⋅ Da Li ⋅ Chuan Li ⋅ Da Chen ⋅ Vinay Namboodiri

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Spike Camera Autofocus via Frequency-Domain Spectral-Centroid Migration

In Poster Session 7

Xijie Xiang ⋅ Lin Zhu ⋅ Yonghong Tian

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

OvisOCR: End-to-End Document Parsing via Aligning Specialized Perception with General Reasoning

In Poster Session 7

Jun-Peng Jiang ⋅ Shiyin Lu ⋅ An-Yang Ji ⋅ Yinglun Li ⋅ Qing-Guo Chen ⋅ Zhao Xu ⋅ Weihua Luo ⋅ Kaifu Zhang ⋅ De-Chuan Zhan ⋅ Han-Jia Ye

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

PVDepth: Panoramic Video Depth Estimation via Geometry-Aware Spatiotemporal Adaptation

In Poster Session 7

Chuanxin Song ⋅ Peixi Peng

[ Slides] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

LaRI: Layered Ray Intersections for Single-view 3D Geometric Reasoning

In Poster Session 7

Rui Li ⋅ Biao Zhang ⋅ Zhenyu Li ⋅ Federico Tombari ⋅ Peter Wonka

[ Slides] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

4RC: 4D Reconstruction via Conditional Querying Anytime and Anywhere

In Poster Session 7

Yihang Luo ⋅ Shangchen Zhou ⋅ Yushi Lan ⋅ Xingang Pan ⋅ Chen Change Loy

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

CoGeoAD: Hierarchical Color-Geometric Fusion with Multi-View Attention for Zero-Shot 3D Anomaly Detection

In Poster Session 7

Ke Xu ⋅ Xinle Wang ⋅ Yanning Hou ⋅ Xueliang Ma ⋅ Juan Xie ⋅ Jianfeng Qiu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Code2Worlds: Empowering Coding LLMs for 4D World Generation

In Poster Session 7

Yi Zhang ⋅ Yunshuang Wang ⋅ Zeyu Zhang ⋅ Hao Tang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

S2GS: Streaming Semantic Gaussian Splatting for Online Scene Understanding and Reconstruction

In Poster Session 7

Renhe Zhang ⋅ Yuyang Tan ⋅ Jingyu Gong ⋅ Zhizhong Zhang ⋅ Lizhuang Ma ⋅ Yuan Xie ⋅ Xin Tan

[ Slides] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

ManiSoft: Towards Vision-Language Manipulation for Soft Robotics

In Poster Session 7

Ziyu Wei ⋅ Luting Wang ⋅ Chen GAO ⋅ Li Wen ⋅ Si Liu

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

3DMedAgent: Unified Perception-to-Understanding for 3D Medical Analysis

In Poster Session 7

Ziyue Wang ⋅ Linghan Cai ⋅ Chang Low ⋅ Haofeng Liu ⋅ Junde Wu ⋅ Jinyu Wang ⋅ Rui Wang ⋅ Lei Song ⋅ Jiang Bian ⋅ Jingjing Fu ⋅ Yueming Jin

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Deformba: Vision State Space Model with Adaptive State Fusion

In Poster Session 7

Hongyu Ke ⋅ Jack Morris ⋅ Yongkang Liu ⋅ Satoshi Kitai ⋅ Kentaro Oguchi ⋅ Yi Ding ⋅ Haoxin Wang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Reason, Then Re-reason: Cross-view Revisiting Improves Spatial Reasoning

In Poster Session 7

Chaofan Ma ⋅ Zhenjie Mao ⋅ Yuhuan Yang ⋅ Fanqin Zeng ⋅ Yue Shi ⋅ Yingjie Zhou ⋅ Xiaofeng Cao ⋅ Jiangchao Yao

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Just Noticeable Difference Modeling for Deep Visual Features

In Poster Session 7

Rui Zhao ⋅ Wenrui Li ⋅ Lin Zhu ⋅ Yajing Zheng ⋅ Weisi Lin

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

FreeText: Training-Free Text Rendering via Attention Localization and Spectral Glyph Injection

In Poster Session 7

RuiQiang Zhang ⋅ Hengyi Wang ⋅ Chang Liu ⋅ Guanjie Wang ⋅ Zehua Ma ⋅ Weiming Zhang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Rethinking Genomic Modeling Through Optical Character Recognition

In Poster Session 7

Hongxin Xiang ⋅ Pengsen Ma ⋅ Yunkang Cao ⋅ Di Yu ⋅ Haowen Chen ⋅ Xinyu Yang ⋅ xiangxiang Zeng

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Transitive Representation Learning Enhances Histopathology Annotation

In Poster Session 7

Moritz Schaefer ⋅ Zoe Piran ⋅ Nils Philipp Walter ⋅ Animesh Awasthi ⋅ Christoph Bock ⋅ Jure Leskovec ⋅ Zinaida Good

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

MedREK: Retrieval-Based Editing for Medical LLMs with Key-Aware Prompts

In Poster Session 7

Shujun Xia ⋅ Haokun Lin ⋅ Yichen WU ⋅ Yinan Zhou ⋅ Zixuan Li ⋅ Zhongwei Wan ⋅ Xingrun Xing ⋅ Yefeng Zheng ⋅ Xiang Li ⋅ Caifeng Shan ⋅ Zhenan Sun ⋅ Quanzheng Li

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

$\tau$-Voice: Benchmarking Full-Duplex Voice Agents on Real-World Domains

In Poster Session 7

Soham Ray ⋅ Keshav Dhandhania ⋅ Victor Barres ⋅ Karthik Narasimhan

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Position: Modular Safety Guardrails Are Necessary for Foundation-Model-Enabled Robots in the Real World

In Poster Session 7

Joonkyung Kim ⋅ Wenxi Chen ⋅ Davood Soleymanzadeh ⋅ Yi Ding ⋅ Xiangbo Gao ⋅ Zhengzhong Tu ⋅ Ruqi Zhang ⋅ Fan Fei ⋅ Sushant Veer ⋅ Yiwei Lyu ⋅ Minghui Zheng ⋅ Yan Gu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

VideoSeeker: Native Interleaved Clue Seeking for Long Video Multi-Hop Reasoning

In Poster Session 7

Xiangyu Zeng ⋅ Zhiqiu Zhang ⋅ Yuhan Zhu ⋅ Xinhao Li ⋅ Zikang Wang ⋅ Changlian Ma ⋅ Qingyu Zhang ⋅ Zizheng Huang ⋅ Kun Ouyang ⋅ Tianxiang Jiang ⋅ Ziang Yan ⋅ Yi Wang ⋅ Hongjie Zhang ⋅ Yali Wang ⋅ Limin Wang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Finding the Correct Visual Evidence Without Forgetting: Mitigating Hallucination in LVLMs via Inter-Layer Visual Attention Discrepancy

In Poster Session 7

Yutong Xie ⋅ Zhenglin Hua ⋅ Ran Wang ⋅ Wing W. Y. Ng ⋅ Xizhao Wang ⋅ Yuheng Jia

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

LynX: Token Interface Alignment for Video+X LLMs

In Poster Session 7

Jungin Park ⋅ Jiyoung Lee ⋅ Kwanghoon Sohn

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Learning 3D-Gaussian Simulators from RGB Videos

In Poster Session 7

Mikel Zhobro ⋅ Andreas René Geist ⋅ Georg Martius

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Unified Multimodal Autoregressive Modeling with Shared Context—Visual Tokenizer is Key to Unification

In Poster Session 7

Wujian Peng ⋅ Lingchen Meng ⋅ Yuxuan Cai ⋅ Xianwei Zhuang ⋅ Yuhuan Yang ⋅ Rongyao Fang ⋅ Chenfei Wu ⋅ Junyang Lin ⋅ Zuxuan Wu ⋅ Shuai Bai

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

VisualScore: Learning Holistic Visual Quality Scores via Multi-Task Reasoning

In Poster Session 7

Yiting Lu ⋅ Fengbin Guan ⋅ Yixin Gao ⋅ Yan Zhong ⋅ Xinge Peng ⋅ Jiakang Yuan ⋅ Yihao Liu ⋅ Bo Zhang ⋅ Xin Li ⋅ Zhibo Chen ⋅ Weisi Lin

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

WorldMirror: Universal 3D World Reconstruction with Any-Prior Prompting

In Poster Session 7

Yifan Liu ⋅ Zhiyuan Min ⋅ Zhenwei Wang ⋅ Junta Wu ⋅ Tengfei Wang ⋅ Yixuan Yuan ⋅ Yawei Luo ⋅ Chunchao Guo

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Unveiling the Visual Counting Bottleneck in Vision-Language Models

In Poster Session 7

Xingzhou Pang ⋅ Yifan Hou ⋅ Junling Wang ⋅ Mrinmaya Sachan

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Multimodal Latent Language Modeling with Next-Token Diffusion

In Poster Session 7

Yutao Sun ⋅ Hangbo Bao ⋅ Wenhui Wang ⋅ Zhiliang Peng ⋅ Li Dong ⋅ Shaohan Huang ⋅ Yaoyao Chang ⋅ Jianyong Wang ⋅ Furu Wei

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Probing Newtonian Mechanics in Video Generative Models with Real Physical Systems

In Poster Session 7

Antonios Tragoudaras ⋅ Daniil Cherniavskii ⋅ Chenyu Zhang ⋅ Antonis Vozikis ⋅ Thijmen Nijdam ⋅ Derck Prinzhorn ⋅ Márk Bodrácska ⋅ Nicu Sebe ⋅ Andrii Zadaianchuk ⋅ Efstratios Gavves

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Holi-Spatial: Evolving Video Streams into Holistic 3D Spatial Intelligence

In Poster Session 7

Yuanyuan Gao ⋅ Hao Li ⋅ Yifei Liu ⋅ Xinhao Ji ⋅ Yuning Gong ⋅ Yuanjun Liao ⋅ Fangfu Liu ⋅ Manyuan Zhang ⋅ Yuchen Yang ⋅ Dan Xu ⋅ Xue Yang ⋅ Huaxi Huang ⋅ Hongjie Zhang ⋅ Ziwei Liu ⋅ Xiao Sun ⋅ Dingwen Zhang ⋅ Zhihang Zhong

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Focusing Where Vision Matters: Selective Training for Large Vision Language Models via Visual Information Gain

In Poster Session 7

Seulbi Lee ⋅ Sangheum Hwang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

HaloProbe: Bayesian Detection and Mitigation of Object Hallucinations in Vision-Language Models

In Poster Session 7

Reihaneh Zohrabi ⋅ Hosein Hasani ⋅ Akshita Gupta ⋅ Mahdieh Baghshah ⋅ Anna Rohrbach ⋅ Marcus Rohrbach

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

MentisOculi: Revealing the Limits of Reasoning with Mental Imagery

In Poster Session 7

Jana Zeller ⋅ Thaddäus Wiedemer ⋅ Fanfei Li ⋅ Thomas Klein ⋅ Prasanna Mayilvahanan ⋅ Matthias Bethge ⋅ Felix Wichmann ⋅ Ryan Cotterell ⋅ Wieland Brendel

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning

In Poster Session 7

Jiaqi Liu ⋅ Kaiwen Xiong ⋅ Peng Xia ⋅ Yiyang Zhou ⋅ Haonian Ji ⋅ Lu Feng ⋅ Siwei Han ⋅ Mingyu Ding ⋅ Huaxiu Yao

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

IsoCompute Playbook: Optimally Scaling Sampling Compute for LLM RL

In Poster Session 7

Zhoujun Cheng ⋅ Yutao Xie ⋅ Yuxiao Qu ⋅ Amrith Setlur ⋅ Shibo Hao ⋅ Varad Pimpalkhute ⋅ Tongtong Liang ⋅ Feng Yao ⋅ Zhengzhong Liu ⋅ Eric Xing ⋅ Virginia Smith ⋅ Russ Salakhutdinov ⋅ Zhiting Hu ⋅ Taylor W. Killian ⋅ Aviral Kumar

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

KAST-BAR: Knowledge-Anchored Semantically-Dynamic Topology Brain Autoregressive Modeling for Universal Neural Interpretation

In Poster Session 7

Haoning Wang ⋅ Wenchao Yang ⋅ Shuai Shen ⋅ Yang Li

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Fair-FedMOE: Group-Fair One-Shot Federated Learning via Prototype-Guided Experts for Medical Imaging Analysis

In Poster Session 7

Lingzhao Meng ⋅ Shuai Guo ⋅ Weishan Zhang ⋅ Zengxiang Li ⋅ Han Yu ⋅ Nan Liu ⋅ Daniel Ting ⋅ Yuru Liu ⋅ Tao Chen ⋅ Shudong Wang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Adaptive Residual-Update Steering for Low-Overhead Hallucination Mitigation in Large Vision-Language Models

In Poster Session 7

Zhengtao Zou ⋅ Ya Gao ⋅ Jiarui Guan ⋅ Bin Li ⋅ Pekka Marttinen

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

A robust PPG foundation model using multimodal physiological supervision

In Poster Session 7

Eloy Geenjaar ⋅ Vince Calhoun ⋅ scott daly ⋅ Gouthaman KV ⋅ Lie Lu ⋅ Trisha Mittal ⋅ Daniel P. Darcy

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

mSOP-765k: A Benchmark For Multi-Modal Structured Output Predictions

In Poster Session 7

Bianca Lamm ⋅ Janis Keuper

[ Poster] [ URL] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

SpatioLM: Towards General Physical Spatial Intelligence in Vision-Language Models

In Poster Session 7

jing wu ⋅ Jianhua Wu ⋅ Jiayi Guan ⋅ Jiahong Chen ⋅ Jinghui Lu ⋅ Hangjun Ye ⋅ Bingzhao Gao ⋅ Long Chen

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

UHR-BAT: Budget-Aware Token Compression Vision-Language model for Ultra-High-Resolution Remote Sensing

In Poster Session 7

Yunkai Dang ⋅ Minxin Dai ⋅ Yuekun Yang ⋅ Zhangnanli ⋅ Wenbin Li ⋅ Feng Miao ⋅ Yang Gao

[ Slides] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

SPARKLING: Balancing Signal Preservation and Symmetry Breaking for Width-Progressive Learning

In Poster Session 7

Qifan Yu ⋅ Xinyu Ma ⋅ Zhijian Zhuo ⋅ Minrui Wang ⋅ Deyi Liu ⋅ Shiyi Zhan ⋅ Yiyuan Ma ⋅ liang xiang ⋅ Xingyan Bin ⋅ Di He

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

The Illusion of Generalization: Instruction-Following, Task Bias and Contamination in Tabular Language Model Evaluation

In Poster Session 7

Aditya Gorla ⋅ Ratish Surendran Puduppully

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Efficient Diffusion Models via Time Step Optimization with Consistent Training and Inference Constraints

In Poster Session 7

Zihao Cheng ⋅ Binrui Wu ⋅ Yuesen Liao ⋅ Weizhong Zhang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Vision in One Vector: Implicit Visual Compression with Diffusion Foundation Models

In Poster Session 7

Jiajun He ⋅ Zongyu Guo ⋅ Zhaoyang Jia ⋅ Xiaoyi Zhang ⋅ Jiahao Li ⋅ Xiao Li ⋅ Bin Li ⋅ Jose Miguel Hernandez-Lobato ⋅ Yan Lu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

PISCES: Annotation-free Text-to-Video Post-Training via Optimal Transport-Aligned Rewards

In Poster Session 7

Minh-Quan Le ⋅ Gaurav Mittal ⋅ Cheng Zhao ⋅ Xianfeng GU ⋅ Samaras Dimitris ⋅ Mei Chen

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

PolyFlow: Safe and Efficient Polytope-Constrained Flow Matching with Constraint Embedding and Projection-free Update

In Poster Session 7

Jianming Ma ⋅ Qiyue Yang ⋅ Yang Zhang ⋅ Liyun Yan ⋅ Zhanxiang Cao ⋅ Yazhou Zhang ⋅ Yue Gao

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Speculative Coupled Decoding for Training-Free Lossless Acceleration of Autoregressive Visual Generation

In Poster Session 7

Junhyuk So ⋅ Hyunho Kook ⋅ Chaeyeon Jang ⋅ Eunhyeok Park

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Principled RL for Flow Matching Emerges From the Chunk-level Policy Optimization

In Poster Session 7

Yifu Luo ⋅ Haoyuan Sun ⋅ Xinhao Hu ⋅ Penghui Du ⋅ Keyu Fan ⋅ Bo Li ⋅ Sinan Du ⋅ Xu Wan ⋅ Zhiyu Chen ⋅ Bo Xia ⋅ Tiantian Zhang ⋅ Yongzhe Chang ⋅ Kai Wu ⋅ Kun Gai ⋅ Xueqian Wang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Primal-Spectral Generative Modeling: Fast Analytical Generation via Pseudoinverse Lévy Inversion

In Poster Session 7

Zhiyuan Ouyang ⋅ Simei Huang ⋅ Zuokai Wen ⋅ Xiangyun Zhang ⋅ Junchi Yan

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

SJD-SV: Speculative Jacobi Decoding with Semantics Verification for Autoregressive Image Generation

In Poster Session 7

Baoquan Zhang ⋅ Bingqi Shan ⋅ Shihao Fang ⋅ Kenghong Lin ⋅ Xutao Li ⋅ Yunming Ye

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Vector Quantization using Gaussian Variational Autoencoder

In Poster Session 7

Tongda Xu ⋅ Wendi Zheng ⋅ Jiajun He ⋅ Jose Miguel Hernandez-Lobato ⋅ Yan Wang ⋅ Ya-Qin Zhang ⋅ Jie Tang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Calibrating Generative Models to Distributional Constraints

In Poster Session 7

Henry Smith ⋅ Nathaniel Diamant ⋅ Brian Trippe

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Bi-Anchor Interpolation Solver for Accelerating Generative Modeling

In Poster Session 7

Hongxu CHEN ⋅ Hongxiang Li ⋅ Zhen Wang ⋅ Long Chen

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

PromptRL: Prompt Matters in RL for Flow-Based Image Generation

In Poster Session 7

Fu-Yun Wang ⋅ Han Zhang ⋅ Michaël Gharbi ⋅ Hongsheng Li ⋅ Taesung Park

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Semantic-Aware Motion Encoding for Topology-Agnostic Character Animation

In Poster Session 7

Zongye Zhang ⋅ Yuzhuo Cui ⋅ Qingjie Liu ⋅ Yunhong Wang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Enhancing Train-Free Infinite-Frame Generation for Consistent Long Videos

In Poster Session 7

xiaokun Feng ⋅ Jiashu Zhu ⋅ Meiqi Wu ⋅ Chubin Chen ⋅ Fangyuan Mao ⋅ Haiyang Guo ⋅ Jiahong Wu ⋅ Xiangxiang Chu ⋅ Kaiqi Huang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

The Latent Color Subspace: Emergent Order in High-Dimensional Chaos

In Poster Session 7

Mateusz Pach ⋅ Jessica Bader ⋅ Quentin Bouniot ⋅ Serge Belongie ⋅ Zeynep Akata

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

FunPhase: A Periodic Functional Autoencoder for Motion Generation via Phase Manifolds

In Poster Session 7

Marco Pegoraro ⋅ Evan Atherton ⋅ Bruno Roy ⋅ Aliasghar Khani ⋅ Arianna Rampini

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Unpaired Visual Editing with Self-Consistent Flow Matching

In Poster Session 7

Yoad Tewel ⋅ Yuval Atzmon ⋅ Gal Chechik ⋅ Lior Wolf

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding

In Poster Session 7

Dian Chen ⋅ Yansong Qu ⋅ Xinyang Li ⋅ Ming Li ⋅ Shengchuan Zhang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Personalized Image Generation via Human-in-the-loop Bayesian Optimization

In Poster Session 7

Rajalaxmi Rajagopalan ⋅ Debottam Dutta ⋅ Yu-Lin Wei ⋅ Romit Roy Choudhury

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Infinite-World: Scaling Interactive World Models to 1000-Frame Horizons via Pose-Free Hierarchical Memory

In Poster Session 7

Ruiqi Wu ⋅ Xuanhua He ⋅ Meng Cheng ⋅ Tianyu Yang ⋅ Yong Zhang ⋅ Zhuoliang Kang ⋅ Xunliang Cai ⋅ Xiaoming Wei ⋅ Chunle Guo ⋅ Chongyi Li ⋅ Ming-Ming Cheng

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Pose-ICL: 3D-Aware In-Context Learning for Pose-Controllable Subject Customization

In Poster Session 7

Xuan Han ⋅ Yihao Zhao ⋅ Mingyu You

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Restoring Initial Noise Sensitivity in Text-to-Image Distillation through Geometric Alignment

In Poster Session 7

huayang Huang ⋅ Ruoyu Wang ⋅ Jinhui Zhao ⋅ Wei Deng ⋅ Daiguo Zhou ⋅ Jian Luan ⋅ Yu Wu ⋅ Ye Zhu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Variational Bayesian Flow Network for Graph Generation

In Poster Session 7

Yida Xiong ⋅ Jiameng Chen ⋅ Xiuwen Gong ⋅ Jia Wu ⋅ Shirui Pan ⋅ wenbin Hu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Manifold-Optimal Guidance: A Unified Riemannian Control View of Diffusion Guidance

In Poster Session 7

Zexi Jia ⋅ Pengcheng Luo ⋅ Zhengyao Fang ⋅ Jinchao Zhang ⋅ Jie Zhou

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

When Do Diffusion Models learn to Generate Multiple Objects?

In Poster Session 7

Yujin Jeong ⋅ Arnas Uselis ⋅ Iro Laina ⋅ Seong Joon Oh ⋅ Anna Rohrbach

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Exploring Data-Free LoRA Transferability for Video Diffusion Models

In Poster Session 7

Yuchen Wang ⋅ Wenliang Zhong ⋅ Lichen Bai ⋅ zikai ZHOU ⋅ Shitong Shao ⋅ Bojun Cheng ⋅ Shuo Chen ⋅ Shuo Yang ⋅ Zeke Xie

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

SDiD：Shared diffusion prior for efficient distributed stereo image compression

In Poster Session 7

Yichong Xia ⋅ Yimin Zhou ⋅ Zongyu Li ⋅ Shiyu Qin ⋅ Mingyao Hong ⋅ Bin Chen ⋅ Haoqian Wang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Mitigating Noise-Induced Layout Priors for Object Counting in Diffusion Models

In Poster Session 7

Xiaoling Gu ⋅ Xuelong Li ⋅ Shengqi Wu ⋅ Yongkang Wong ⋅ wu ⋅ Huan Li ⋅ Zhou Yu ⋅ Mohan Kankanhalli

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model

In Poster Session 7

Xinyin Ma ⋅ Julius Berner ⋅ Chao Liu ⋅ Arash Vahdat ⋅ Weili Nie ⋅ Xinchao Wang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Nonparametric Data Attribution for Diffusion Models

In Poster Session 7

Yutian Zhao ⋅ Chao Du ⋅ Xiaosen Zheng ⋅ Tianyu Pang ⋅ Min Lin

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

RevealLayer: Disentangling Hidden and Visible Layers via Occlusion-Aware Image Decomposition

In Poster Session 7

Binhao Wang ⋅ Shihao Zhao ⋅ Bo Cheng ⋅ Qiuyu Ji ⋅ YuhangMa ⋅ Liebucha Wu ⋅ Shanyuan Liu ⋅ Dawei Leng ⋅ Yuhui Yin

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Responsible Text-to-Image Diffusion: Interpretable and Linearly Controllable Semantics for Fair and Safe Generation

In Poster Session 7

Sayedmoslem Shokrolahi ⋅ Jae-Mo Kang ⋅ Il-Min Kim

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

HIVE-3D: Hierarchical Voxel Enhancement for High-Quality 3D Scene Generation

In Poster Session 7

Bin Zang ⋅ Rengan Xie ⋅ Xiaoliang Luo ⋅ Zhiyuan Fang ⋅ Shi Li ⋅ Lvchun Wang ⋅ Wei Yu ⋅ Yi Zhao ⋅ Yuchi Huo ⋅ Tian Xie ⋅ Wenting Zheng

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

3D MeanFlow: One-Step Point Cloud Completion and Generation via Average-Velocity Transport

In Poster Session 7

Haowen Zhong ⋅ Jiujun Cheng ⋅ Haowen Wang ⋅ Chao Wei ⋅ Lu Yang ⋅ Qichao Mao ⋅ Shangce Gao

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Learning Discrete Diffusion on Graphs via Free-Energy Gradient Flows

In Poster Session 7

Dario Rancati ⋅ Jan Maas ⋅ Francesco Locatello

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

On the Collapse of Generative Paths: A Criterion and Correction for Diffusion Steering

In Poster Session 7

Ziseok Lee ⋅ Minyeong Hwang ⋅ Sanghyun Jo ⋅ Wooyeol Lee ⋅ Jihyung Ko ⋅ Young Bin Park ⋅ Jae-Mun Choi ⋅ Eunho Yang ⋅ Kyungsu Kim

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Training-Free Adaptation of Diffusion Models via Doob's $h$-Transform

In Poster Session 7

Qijie Zhu ⋅ Zeqi Ye ⋅ Han Liu ⋅ Zhaoran Wang ⋅ Minshuo Chen

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Beyond Pixel Context Windows: Neural World Simulators with Persistent 3D State

In Poster Session 7

Samuel Garcin ⋅ Tom Walker ⋅ Steven McDonagh ⋅ Tim Pearce ⋅ Hakan Bilen ⋅ Tianyu He ⋅ Kaixin Wang ⋅ Jiang Bian

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Learning Manifold Data with Flow Matching

In Poster Session 7

Sophia Pi ⋅ Mingcheng Lu ⋅ Jerry Yao-Chieh Hu ⋅ Maojiang Su ⋅ Weimin Wu ⋅ Han Liu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Subspace-Aware Feature Reshaping for Open-Set Graph Class-Incremental Learning

In Poster Session 7

Weichao Zhang ⋅ Shuai Zheng ⋅ Yeyu Yan ⋅ Zhizhe Liu ⋅ Zhenfeng Zhu ⋅ Yao Zhao

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Error-Driven Graph Augmentation for Mesh-Based PDE Surrogates

In Poster Session 7

Xuan Minh Vuong Nguyen ⋅ Nissrine Akkari ⋅ Fabien Casenave ⋅ Jonathan Viquerat ⋅ Elie Hachem

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

RAPNet: Accelerating Algebraic Multigrid with Learned Sparse Corrections

In Poster Session 7

Yali Fink ⋅ Ido Ben-Yair ⋅ Lars Ruthotto ⋅ Eran Treister

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Adaptive Node Feature Selection for Graph Neural Networks

In Poster Session 7

Ali Azizpour ⋅ Madeline Navarro ⋅ Santiago Segarra

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

S$^3$GNN: Efficient Global Mixing and Local Message Passing for Long-Range Graph Learning

In Poster Session 7

Dai Shi ⋅ Linhan Luo ⋅ Luke Thompson ⋅ Lequan Lin ⋅ Andi Han ⋅ Junbin Gao ⋅ Jose Miguel Hernandez-Lobato

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

H$^2$CL: Heterogeneity-Aware Hypergraph Contrastive Learning for Robust Representation

In Poster Session 7

Kaixuan Yao ⋅ Ting Guo ⋅ Ming Li ⋅ Feilong Cao

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Smoothness Errors in Dynamics Models and How to Avoid Them

In Poster Session 7

Edward Berman ⋅ Luisa Li ⋅ Jung Yeon Park ⋅ Robin Walters

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

DiP-G: Discrete Prompting for Graph Neural Networks

In Poster Session 7

Yumeng Zhao ⋅ Huiying Hu ⋅ Steve Wen ⋅ Junjie Shen ⋅ Bei Hua

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

GraphFLEx: Unsupervised Structure Learning $\underline{\text{F}}$ramework for $\underline{\text{L}}$arge $\underline{\text{Ex}}$panding $\underline{\text{Graph}}$s

In Poster Session 7

Mohit Kataria ⋅ Nikita Malik ⋅ Sandeep Kumar ⋅ Jayadeva Jayadeva

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

On the Expressive Power of GNNs to Solve Linear SDPs

In Poster Session 7

Chendi Qian ⋅ Christopher Morris

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Backward Oversmoothing: why is it hard to train deep Graph Neural Networks?

In Poster Session 7

Nicolas Keriven

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Graph Alignment for Benchmarking Graph Neural Networks and Learning Positional Encodings

In Poster Session 7

Adrien Lagesse ⋅ Marc Lelarge

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

DREAM: Dual-Standard Semantic Homogeneity with Dynamic Optimization for Graph Learning with Label Noise

In Poster Session 7

Yusheng Zhao ⋅ Jiaye Xie ⋅ Qixin Zhang ⋅ Weizhi Zhang ⋅ Xiao Luo ⋅ Zhiping Xiao ⋅ Philip Yu ⋅ Ming Zhang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

A Graphop Analysis of Graph Neural Networks on Sparse Graphs: Generalization and Universal Approximation

In Poster Session 7

Ofek Amran ⋅ Tom Gilat ⋅ Ron Levie

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

MV-FGAD: Towards Efficient and Effective Federated Graph Anomaly Detection via Multi-view Learning

In Poster Session 7

Junyi Yan ⋅ KE LIANG ⋅ Hao Yu ⋅ Meng Liu ⋅ Hao Tan ⋅ Tianrui Liu ⋅ Jun-Jie Huang ⋅ Xinwang Liu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Adaptive Memory Retention in Dynamic Graphs

In Poster Session 7

Fabrizio De Castelli ⋅ Alessio Gravina ⋅ Moshe Eliasof ⋅ Carola-Bibiane Schönlieb ⋅ Davide Bacciu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Discriminative Mixture-of-Experts on Graphs with Reliable Expert Fusion

In Poster Session 7

Haoyue Deng ⋅ Menghui Wang ⋅ Yunlong Zhou ⋅ Ziwei Zhang ⋅ Ran Zhang ⋅ Chunming Hu ⋅ Xiao Wang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

PhenoBrain: Phenotype-Conditioned Long-Range Communication for Multi-Modal Brain Network Analysis

In Poster Session 7

Lingyuan Meng ⋅ KE LIANG ⋅ Hao Li ⋅ Meng Liu ⋅ Weijia Shi ⋅ Miaomiao Li ⋅ Yang Gao ⋅ Xinwang Liu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Improving Graph Transformers via Global Structural Priors

In Poster Session 7

Jiaming Zhuo ⋅ Ziyi Ma ⋅ Kun Fu ⋅ Di Jin ⋅ Chuan Wang ⋅ Zhen Wang ⋅ Xiaochun Cao ⋅ Huazhu Fu ⋅ Liang Yang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Full-Spectrum Graph Neural Network: Expressive and Scalable

In Poster Session 7

Xiaohan Wang ⋅ Deyu Bo ⋅ Longlong Li ⋅ Kelin Xia

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Dual-channel Dynamic Graph Neural Networks with Adaptive Adjacency Learning and Multi-scale Representation Fusion

In Poster Session 7

Youqing Wang ⋅ Jiahao Long ⋅ Tianxiang Zhao ⋅ Man Cao ⋅ Mengyuan Xin ⋅ Jiapu Wang ⋅ Junbin Gao ⋅ Jipeng Guo

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

SimGFM: Simplifying Discrete Flow Matching for Graph Generation

In Poster Session 7

Chunyu Luo ⋅ Yuankai Luo ⋅ Xiao-Ming Wu ⋅ Lei Shi

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Graph Neural Networks Are Not Continuous Across Graph Resolutions

In Poster Session 7

Christian Koke ⋅ Abhishek Saroha ⋅ Yuesong Shen ⋅ Marvin Eisenberger ⋅ Bastian Rieck ⋅ Michael Bronstein ⋅ Daniel Cremers

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

BOCLOAK: Optimal Transport-Guided Adversarial Attacks on Graph Neural Network-Based Bot Detection

In Poster Session 7

Kunal Mukherjee ⋅ Zulfikar Alom ⋅ Tran Gia Bao Ngo ⋅ Cuneyt Akcora ⋅ Murat Kantarcioglu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Rel-MOSS: Towards Imbalanced Relational Deep Learning on Relational Databases

In Poster Session 7

Jun Yin ⋅ Peng Huo ⋅ Bangguo Zhu ⋅ Hao Yan ⋅ Senzhang Wang ⋅ Shirui Pan ⋅ Chengqi Zhang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

What Makes a Desired Graph for Relational Deep Learning?

In Poster Session 7

Yao Cheng ⋅ Siqiang Luo

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Can Computational Reducibility Lead to Transferable Models for Graph Combinatorial Optimization?

In Poster Session 7

Semih Cantürk ⋅ Thomas Sabourin ⋅ Frederik Wenkel ⋅ Michael Perlmutter ⋅ Guy Wolf

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

GP2F: Cross-Domain Graph Prompting with Adaptive Fusion of Pre-trained Graph Neural Networks

In Poster Session 7

Dongxiao He ⋅ Wenxuan Sun ⋅ Yongqi Huang ⋅ Jitao Zhao ⋅ Di Jin

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Learning the Neighborhood: Contrast-Free Multimodal Self-Supervised Molecular Graph Pretraining

In Poster Session 7

Boshra Ariguib ⋅ Mathias Niepert ⋅ Andrei Manolache

[ Slides] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

PromptDyG: Test-Time Prompt Adaptation on Dynamic Graphs

In Poster Session 7

Guoguo Ai ⋅ Chaoxi Niu ⋅ Hui Yan ⋅ Joey Tianyi Zhou ⋅ Yew Soon ONG ⋅ Guansong Pang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Are Common Substructures Transferable? Understanding Transferability in Graph Pretraining under Riemannian Geometry

In Poster Session 7

Li Sun ⋅ Zhenhao Huang ⋅ Yiding Wang ⋅ Qin Chen ⋅ Pietro Lió ⋅ Philip Yu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Position: Topological Machine Learning Cannot Progress without Experimental Standards

In Poster Session 7

Inés Castilla Rieso

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

A Unifying Relational Perspective on Expressive Lottery Tickets

In Poster Session 7

Lorenz Kummer ⋅ Samir Moustafa ⋅ Anatol Ehrlich ⋅ Franka Bause ⋅ Marco Nennstiel ⋅ Przemysław Wałęga ⋅ Nils M. Kriege

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Fixed Aggregation Features Can Rival GNNs

In Poster Session 7

Celia Rubio-Madrigal ⋅ Rebekka Burkholz

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

View Space: Learning Representation across Arbitrary Graphs

In Poster Session 7

Dooho Lee ⋅ Myeong Kong ⋅ Minho Jeong ⋅ Jaemin Yoo

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Structure-Centric Graph Foundation Model via Geometric Bases

In Poster Session 7

Xiaodong He ⋅ Haolan He ⋅ Ruiyi Fang ⋅ Ming Sun ⋅ zhao kang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Learning Long Range Spatio-Temporal Representations over Continuous Time Dynamic Graphs with State Space Models

In Poster Session 7

Ayushman Raghuvanshi ⋅ Thummaluru Siddartha Reddy ⋅ Sundeep Prabhakar Chepuri ⋅ Mahesh Chandran

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Enhancing LLMs for Graph Tasks via Graph-aware LoRA Generation

In Poster Session 7

Junshu Sun ⋅ Wanxing Chang ⋅ Qingming Huang ⋅ Shuhui Wang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Beyond Model Base Retrieval: Weaving Knowledge to Master Fine-grained Neural Network Design

In Poster Session 7

Jialiang Wang ⋅ Hanmo Liu ⋅ Shimin Di ⋅ Zhili Wang ⋅ Jiachuan Wang ⋅ Lei Chen ⋅ Xiaofang Zhou

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

ST-TGExplainer: Disentangling Stability and Transition Patterns for Temporal GNN Interpretability

In Poster Session 7

Hongjiang Chen ⋅ Xin Zheng ⋅ Pengfei Jiao ⋅ Huan Liu ⋅ Zhidong Zhao ⋅ Huaming Wu ⋅ Feng Xia ⋅ Shirui Pan

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Graph Alignment via Dual-Pass Spectral Encoding and Latent Space Communication

In Poster Session 7

Maysam Behmanesh ⋅ Erkan Turan ⋅ Maks Ovsjanikov

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Collaborative likelihood-ratio estimation over graphs

In Poster Session 7

Alejandro de la Concha Duarte ⋅ Nicolas Vayatis ⋅ Argyris Kalogeratos

[ Slides] [ Poster] [ JMLR]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

E2Former-V2: On-the-Fly Equivariant Attention with Linear Activation Memory

In Poster Session 7

Lin Huang ⋅ Chengxiang Huang ⋅ Ziang Wang ⋅ Yiyue Du ⋅ Chu Wang ⋅ Haocheng Lu ⋅ Yunyang Li ⋅ Xiaoli LIU ⋅ Arthur JIANG ⋅ Jia Zhang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Adaptive Recurrent Message Passing for Test Time Computing on Graphs

In Poster Session 7

Junshu Sun ⋅ Wanxing Chang ⋅ Qingming Huang ⋅ Shuhui Wang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Rethinking Feature Alignment in Generalist Graph Anomaly Detection: A Relational Fingerprint-based Approach

In Poster Session 7

Yujing Liu ⋅ Yixin Liu ⋅ Yu Zheng ⋅ Alan Liew ⋅ Xiaofeng Cao ⋅ Shirui Pan

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Towards Hierarchy–Uniformity Equilibrium: Recovering Semantic Depth in Hypergraph Contrastive Learning

In Poster Session 7

Ruiting Zhao ⋅ Ming Li ⋅ Lixin Cui ⋅ Lu Bai ⋅ Feilong Cao ⋅ Ke Lv ⋅ Pietro Lió

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

MIMO-LP: A Multi-Input Multi-Output Framework for Subgraph-based Link Prediction

In Poster Session 7

Yixin Song ⋅ Guangchi Liu ⋅ Xiangyu Xu ⋅ Shaofeng Li ⋅ Zhen Ling ⋅ Yiwei Wang ⋅ Yujun Cai

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Same Graph Cross-Task Transfer in GNNs: Protocols and Predictors

In Poster Session 7

Neelam Akula ⋅ Surbhi Kumar ⋅ Murat Kantarcioglu ⋅ Baris Coskunuzer

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Discriminative Attribute Graph Clustering Through Topology-Guided Contrastive Learning

In Poster Session 7

Ling Ding ⋅ Zhizhi Yu ⋅ Cuiying Huo

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

EAPO: Enhancing Policy Optimization with On-Demand Expert Assistance

In Poster Session 7

Siyao Song ⋅ Cong Ma ⋅ Zhihao Cheng ⋅ Shiye Lei ⋅ Minghao Li ⋅ Ying Zeng ⋅ Huaixiao Tou ⋅ Kai Jia

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning

In Poster Session 7

Maggie Ziyu Huan ⋅ Yuetai Li ⋅ Tuney Zheng ⋅ Xiaoyu Xu ⋅ Seungone Kim ⋅ Minxin Du ⋅ Radha Poovendran ⋅ Graham Neubig ⋅ Xiang Yue

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

ReJump: A Tree-Jump Representation for Analyzing and Improving LLM Reasoning

In Poster Session 7

Yuchen Zeng ⋅ Shuibai Zhang ⋅ Wonjun Kang ⋅ Shutong Wu ⋅ Lynnix Zou ⋅ Ying Fan ⋅ Heeju Kim ⋅ Hakurei Reimu ⋅ Jungtaek Kim ⋅ HYUNG IL KOO ⋅ Dimitris Papailiopoulos ⋅ Kangwook Lee

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Shape of Thought: Progressive Object Assembly via Visual Chain-of-Thought

In Poster Session 7

Yu Huo ⋅ Siyu Zhang ⋅ Zeng Kun ⋅ Haoyue Liu ⋅ Owen Lee ⋅ Junlin chen ⋅ Lu YuQuan ⋅ Yifu Guo ⋅ Yaodong Liang ⋅ Xiaoying Tang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Learning to Discover at Test Time

In Poster Session 7

Mert Yuksekgonul ⋅ Daniel Koceja ⋅ Xinhao Li ⋅ Federico Bianchi ⋅ Jed McCaleb ⋅ Xiaolong Wang ⋅ Jan Kautz ⋅ Yejin Choi ⋅ James Zou ⋅ Carlos Guestrin ⋅ Yu Sun

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Know Thyself, Know Thy User: Intrinsic Dual-Perspective Reasoning for Role-Playing LLMs

In Poster Session 7

Haotong Sun ⋅ Yinghui Jiang ⋅ Bocheng Xu ⋅ Jianye Xie

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Compute as Teacher: Turning Inference Compute Into Reference-Free Supervision

In Poster Session 7

Dulhan Jayalath ⋅ Shashwat Goel ⋅ Thomas Foster ⋅ Parag Jain ⋅ Suchin Gururangan ⋅ Cheng Zhang ⋅ Anirudh Goyal ⋅ Alan Schelten

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

How2Everything: Mining the Web for How-to Procedures to Evaluate and Improve LLMs

In Poster Session 7

Yapei Chang ⋅ Kyle Lo ⋅ Mohit Iyyer ⋅ Luca Soldaini

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Internalizing Safety Understanding in Large Reasoning Models via Verification

In Poster Session 7

Yi Zhang ⋅ Yuxin Chen ⋅ Leheng Sheng ⋅ Dongcheng Zhang ⋅ Chaochao Lu ⋅ Xiang Wang ⋅ An Zhang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Monitorability as a Free Gift: How RLVR Spontaneously Aligns Reasoning

In Poster Session 7

Zidi Xiong ⋅ Shan Chen ⋅ Himabindu Lakkaraju

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Multimodal Meta-Verifier with Explicit Structured Recalibration

In Poster Session 7

Xinchen Zhang ⋅ Bowei Liu ⋅ Jiale Liu ⋅ Chufan Shi ⋅ Yizhen Zhang ⋅ Junhong Liu ⋅ Youliang Zhang ⋅ Zhiheng Li ⋅ Yujiu Yang ⋅ Ling Yang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

The Geometry of Reasoning: Self-Evaluation via Layerwise Trajectory Evolution

In Poster Session 7

Jinhe Bi ⋅ Danqi Yan ⋅ Yifan Wang ⋅ Wenke Huang ⋅ Haokun Chen ⋅ Guancheng Wan ⋅ Mang Ye ⋅ Xun Xiao ⋅ Hinrich Schuetze ⋅ Volker Tresp ⋅ Yunpu Ma

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

D-CORE: Incentivizing Task Decomposition in Large Reasoning Models for Complex Tool Use

In Poster Session 7

Bowen Xu ⋅ Shaoyu Wu ⋅ Hao Jiang ⋅ Kai Liu ⋅ Xin Chen ⋅ lulu hu ⋅ Bin Yang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Re-FORC: Adaptive Reward Prediction for Efficient Chain-of-Thought Reasoning

In Poster Session 7

Renos Zabounidis ⋅ Aditya Golatkar ⋅ Michael Kleinman ⋅ Alessandro Achille ⋅ Wei Xia ⋅ Stefano Soatto

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

ParaTool: Shifting Tool Representations from Context to Parameters

In Poster Session 7

Zekai Yu ⋅ Qi Meng ⋅ Qizhi Chu ⋅ Yu Hao ⋅ Chuan Shi ⋅ Cheng Yang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Implicit Turn-Wise Policy Optimization for Proactive User-LLM Interaction

In Poster Session 7

Haoyu Wang ⋅ Yuxin Chen ⋅ Liang Luo ⋅ Buyun Zhang ⋅ Ellie Wen ⋅ Pan Li

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for General LLM Reasoning

In Poster Session 7

Yang Zhou ⋅ Sunzhu Li ⋅ Shunyu Liu ⋅ Wenkai Fang ⋅ Kongcheng Zhang ⋅ Jiale Zhao ⋅ Jingwen Yang ⋅ Yihe Zhou ⋅ Jianwei Lv ⋅ Tongya Zheng ⋅ Hengtong Lu ⋅ Chen Wei ⋅ Xie Yan ⋅ Mingli Song

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

The Geometric Reasoner: Manifold-Informed Latent Foresight Search for Long-Context Reasoning

In Poster Session 7

Ren Zhuang ⋅ Ben Wang ⋅ Shuifa Sun

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Symbolic Mixture-of-Experts: Adaptive Skill-based Routing for Heterogeneous Reasoning

In Poster Session 7

Justin Chih-Yao Chen ⋅ Sukwon Yun ⋅ Elias Stengel-Eskin ⋅ Tianlong Chen ⋅ Mohit Bansal

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Solving Physics Olympiad via Reinforcement Learning on Physics Simulators

In Poster Session 7

Mihir Prabhudesai ⋅ Aryan Satpathy ⋅ Yangmin Li ⋅ Zheyang Qin ⋅ Nikash Bhardwaj ⋅ Amir Zadeh ⋅ Chuan Li ⋅ Katerina Fragkiadaki ⋅ Deepak Pathak

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

FrontierCS: Evolving Challenges for Evolving Intelligence

In Poster Session 7

Qiuyang Mang ⋅ Wenhao Chai ⋅ Zhifei Li ⋅ Huanzhi Mao ⋅ Shang Zhou ⋅ Alexander Du ⋅ Hanchen Li ⋅ Shu Liu ⋅ Edwin Chen ⋅ Yichuan Wang ⋅ Xieting Chu ⋅ Zerui Cheng ⋅ Yuan Xu ⋅ Tian Xia ⋅ Zirui Wang ⋅ Tianneng Shi ⋅ Jianzhu Yao ⋅ Yilong Zhao ⋅ Qizheng Zhang ⋅ Charlie Ruan ⋅ Zeyu Shen ⋅ Kaiyuan Liu ⋅ Zhaoyang Hong ⋅ Alex Gu ⋅ Ziyi Zhang ⋅ Runyuan He ⋅ Dong Xing ⋅ Zerui Li ⋅ Zirong Zeng ⋅ Yige Jiang ⋅ Lufeng Cheng ⋅ Ziyi Zhao ⋅ Youran Sun ⋅ Suyang Zhong ⋅ Junpeng Wang ⋅ Donglin Li ⋅ Wenyuan Huang ⋅ Jialiang Gu ⋅ Wesley Zheng ⋅ Wangmeiyu Zhang ⋅ Ruyi Ji ⋅ Xuechang Tu ⋅ Zihan Zheng ⋅ Zhaozi Wang ⋅ Zexing Chen ⋅ Jingbang Chen ⋅ JIALU ZHANG ⋅ Aleksandra Korolova ⋅ Peter Henderson ⋅ Pramod Viswanath ⋅ Vijay Ganesh ⋅ Saining Xie ⋅ Zhuang Liu ⋅ Dawn Song ⋅ Sewon Min ⋅ Ion Stoica ⋅ Joseph E Gonzalez ⋅ Jingbo Shang ⋅ Alvin Cheung

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

SafeCompass: Dynamic Chain-of-Thought Steering via Inference-Time Safety Signals

In Poster Session 7

Zeyang Zhang ⋅ HAOTIAN XU ⋅ Linbao Li ⋅ Qi Sun ⋅ Xuebo Liu ⋅ YU LI ⋅ Cheng Zhuo

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

MixReasoning: Switching Modes to Think

In Poster Session 7

Haiquan Lu ⋅ Gongfan Fang ⋅ Xinyin Ma ⋅ Qi Li ⋅ Xinchao Wang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Characterizing, Evaluating, and Optimizing Complex Reasoning

In Poster Session 7

Haoran Zhang ⋅ Yafu Li ⋅ Zhi Wang ⋅ Zhilin Wang ⋅ Shunkai Zhang ⋅ Xiaoye Qu ⋅ Yu Cheng

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

PRM-PBE: Process Reward Model for Reinforcement Learning in Programming-by-Example

In Poster Session 7

Yue Fang ⋅ Zhi Jin ⋅ Jie An ⋅ Hongshen Chen ⋅ Jiangmeng Li ⋅ Xiaohong Chen ⋅ Naijun Zhan

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

VCG-Bench: Towards A Unified Visual-Centric Benchmark for Structured Generation and Editing

In Poster Session 7

Xiaoyan Su ⋅ Peijie Dong ⋅ Zhenheng Tang ⋅ Song Tang ⋅ Yuyao Zhai ⋅ Kaitao Lin ⋅ Liang Chen ⋅ Gai Yuhang ⋅ Yuyu Luo ⋅ Qiang Wang ⋅ Xiaowen Chu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Safety Recovery in Reasoning Models Is Only a Few Early Steering Steps Away

In Poster Session 7

Soumya Suvra Ghosal ⋅ Souradip Chakraborty ⋅ Vaibhav Singh ⋅ Furong Huang ⋅ Dinesh Manocha ⋅ Amrit Singh Bedi

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

AIR: Post-training Data Selection for Reasoning via Attention Head Influence

In Poster Session 7

Jinrui Liu ⋅ Kai Hua ⋅ Xuanguang Pan ⋅ Ge Zhang ⋅ Yong Wang ⋅ Shuai Ma ⋅ Chongyang Tao

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Diving into Kronecker Adapters: Component Design Matters

In Poster Session 7

Jiayu Bai ⋅ Danchen Yu ⋅ Zhenyu Liao ⋅ TianQi Hou ⋅ Feng Zhou ⋅ Robert Qiu ⋅ Zenan Ling

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

EasyBalance: Cross-Layer Load Balancing in Distributed MoE Inference

In Poster Session 7

Yize Wu ⋅ KE GAO ⋅ Ling Li ⋅ Yanjun Wu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Do LLMs “Feel”? Emotion Circuits Discovery and Control

In Poster Session 7

Chenxi Wang ⋅ Yixuan Zhang ⋅ Ruiji Yu ⋅ Yufei Zheng ⋅ Lang Gao ⋅ Zirui Song ⋅ Zixiang Xu ⋅ Gus xia ⋅ Huishuai Zhang ⋅ Dongyan Zhao ⋅ Xiuying Chen

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

PETS: A Principled Framework Towards Optimal Trajectory Allocation for Efficient Test-Time Self-Consistency

In Poster Session 7

Zhangyi Liu ⋅ Huaizhi Qu ⋅ Xiaowei Yin ⋅ He Sun ⋅ Yanjun Han ⋅ Tianlong Chen ⋅ Xinyu Yang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Persona2Web: Benchmarking Personalized Web Agents for Contextual Reasoning with User History

In Poster Session 7

Serin Kim ⋅ Sangam Lee ⋅ Dongha Lee

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Beyond Mode Collapse: Distribution Matching for Diverse Reasoning

In Poster Session 7

Xiaozhe Li ⋅ Yang Li ⋅ Xinyu Fang ⋅ Shengyuan Ding ⋅ Peiji Li ⋅ Yongkang Chen ⋅ Yichuan Ma ⋅ TianYi Lyu ⋅ Linyang Li ⋅ Dahua Lin ⋅ Qipeng Guo ⋅ Qingwen Liu ⋅ Kai Chen

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

OpenIKLR: Bridging the Reasoning Gap in Open-World Scenarios via Iterative Premise Completion

In Poster Session 7

Ye Mo ⋅ Chuan Zhou ⋅ Fengxiang Cheng ⋅ Jialin Yu ⋅ Fenrong Liu ⋅ Liangming Pan ⋅ Sheng Zhou ⋅ Haoxuan Li ⋅ Zhouchen Lin ⋅ Phil Torr

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Sparks of Cooperative Reasoning: LLMs as Strategic Hanabi Agents

In Poster Session 7

Mahesh Ramesh ⋅ Kaousheik Jayakumar ⋅ Aswinkumar Ramkumar ⋅ Pavan Thodima ⋅ Aniket Rege ⋅ Emmanouil-Vasileios Vlatakis-Gkaragkounis

[ Slides] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

HERMES: Towards Efficient and Verifiable Mathematical Reasoning in LLMs

In Poster Session 7

Azim Ospanov ⋅ Zijin Feng ⋅ Jiacheng Sun ⋅ Haoli Bai ⋅ SHEN XIN ⋅ Farzan Farnia

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Scaling, Benchmarking, and Reasoning of Vision-Language Agents for Mobile GUI Navigation

In Poster Session 7

Heng Qu ⋅ Yike Liu ⋅ Renren Jin ⋅ Wenzong Zhang ⋅ Pengzhi Gao ⋅ Wei Liu ⋅ Jian Luan

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

MINIF2F-DAFNY: LLM-Guided Mathematical Theorem Proving via Auto-Active Verification

In Poster Session 7

Mantas Baksys ⋅ Sean B Holden ⋅ Olivier Bouissou ⋅ Stefan Zetzsche

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

APE-Bench: Evaluating Automated Proof Engineering for Formal Math Libraries

In Poster Session 7

Huajian Xin ⋅ Zheng Yuan ⋅ Jacques Fleuriot ⋅ Wenda Li

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

What Really Improves Mathematical Reasoning: Structured Reasoning Signals Beyond Pure Code

In Poster Session 7

Yuze Zhao ⋅ Junpeng Fang ⋅ Lu Yu ⋅ Zhenya Huang ⋅ Kai Zhang ⋅ Qing Cui ⋅ Qi Liu ⋅ JUN ZHOU ⋅ Enhong Chen

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Numina-Lean-Agent: An Open and General Agentic Reasoning System for Formal Mathematics

In Poster Session 7

Junqi Liu ⋅ Zihao Zhou ⋅ Zekai Zhu ⋅ Marco Dos Santos ⋅ Weikun He ⋅ jiawei liu ⋅ Yunzhou Xie ⋅ Junqiao Zhao ⋅ Qiufeng Wang ⋅ Lihong Zhi ⋅ Jia LI ⋅ Wenda Li

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Agentic Proposing: Enhancing Large language Model Reasoning via Compositional Skill Synthesis

In Poster Session 7

Zhengbo Jiao ⋅ Shaobo Wang ⋅ Zifan Zhang ⋅ Xuan Ren ⋅ Wei Wang ⋅ Bing Zhao ⋅ HU WEI ⋅ Linfeng Zhang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

A Minimal Agent for Automated Theorem Proving

In Poster Session 7

Borja Requena ⋅ Austin Letson ⋅ Krystian Nowakowski ⋅ Izan Beltran Ferreiro ⋅ Leopoldo Sarra

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Efficient Multi-Agent Reasoning via Confidence-Guided Adaptive Debate

In Poster Session 7

Seungdong Yoa ⋅ Ye Seul Sim ⋅ Suhee Yoon ⋅ Sanghyu Yoon ⋅ Dongmin Kim ⋅ Soonyoung Lee ⋅ Bumsoo Kim ⋅ Junhyun Lee

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Prompt Optimization with Minimal Unlabeled Input via Meta-Reasoning

In Poster Session 7

Yuran Sun ⋅ Chuan Wu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Diversity Over Frequency: Rethinking Tool Use in Visual Chain-of-Thought Agents

In Poster Session 7

Dong-Hee Kim ⋅ Reuben Tan ⋅ DONGHYUN KIM

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

A²RBench: An Automatic Paradigm for Formally Verifiable Abstract Reasoning Benchmark Generation

In Poster Session 7

Qingchuan Ma ⋅ Yuexiao Ma ⋅ Yongkang Xie ⋅ Tianyu Xie ⋅ Xiawu Zheng ⋅ Rongrong Ji

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

MAS-Orchestra: Understanding and Improving Multi-Agent Reasoning Through Holistic Orchestration and Controlled Benchmarks

In Poster Session 7

Zixuan Ke ⋅ Yifei Ming ⋅ Austin Xu ⋅ Ryan Chin ⋅ Xuan-Phi Nguyen ⋅ Prathyusha Jwalapuram ⋅ Jiayu Wang ⋅ Semih Yavuz ⋅ Caiming Xiong ⋅ Shafiq Joty

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

From Patches to Plans: Reasoning Distillation for Repository-Level Program Repair

In Poster Session 7

Chenglin Li ⋅ Yisen Xu ⋅ Zehao Wang ⋅ Shin Hwei Tan ⋅ Tse-Hsun (Peter) Chen

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

OptProver: Bridging Olympiad and Optimization through Continual Training in Formal Theorem Proving

In Poster Session 7

Chenyi Li ⋅ Yanchen Nie ⋅ Zhenyu Ming ⋅ Gong Zhang ⋅ Kun Yuan ⋅ Zaiwen Wen

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

LEGO: An LLM-Enabled Hierarchical Optimizer for Tensor Computation Graphs with Structure-Aware Search and Compositional Synthesis

In Poster Session 7

Ruiyuan Xu ⋅ shuoming zhang ⋅ Guangli Li ⋅ Qiuchu Yu ⋅ Rui Zhang ⋅ Yangyu Zhang ⋅ Hao Qian ⋅ Chunwei Xia ⋅ Jiacheng Zhao ⋅ Chenxi Wang ⋅ Xiaobing Feng ⋅ Jingling Xue ⋅ Huimin Cui

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Think in Latent, Explain in Language: Self-Explainable Latent Reasoning

In Poster Session 7

Dayuan Zhao ⋅ Shengcao Cao ⋅ Yu-Xiong Wang ⋅ Liang-Yan Gui

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

The Decrypto Benchmark for Multi-Agent Reasoning and Theory of Mind

In Poster Session 7

Andrei Lupu ⋅ Timon Willi ⋅ Jakob Foerster

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Implicit Intelligence - Evaluating Agents on What Users Don’t Say

In Poster Session 7

Ved Sirdeshmukh ⋅ Marc Wetter

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Out-of-Distribution Evaluation of Rule-Based and Strategic Reasoning in Chess Transformers

In Poster Session 7

Anna Mészáros ⋅ Patrik Reizinger ⋅ Ferenc Huszár

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Embodied Task Planning via Graph-Informed Action Generation with Large Lanaguage Model

In Poster Session 7

Xiang Li ⋅ Ning Yan ⋅ Masood Mortazavi

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games

In Poster Session 7

Zhenhao Chen ⋅ Yongqiang Chen ⋅ Chenxi Liu ⋅ Junchi Yu ⋅ Xiangchen Song ⋅ Zijian Li ⋅ Jialin Li ⋅ Phil Torr ⋅ Bo Han ⋅ Kun Zhang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Thinking with Geometry: Active Geometry Integration for Spatial Reasoning

In Poster Session 7

Haoyuan Li ⋅ Qihang Cao ⋅ Tao Tang ⋅ Kun Xiang ⋅ Zihan Guo ⋅ Jianhua Han ⋅ Jia-Wang Bian ⋅ Hang Xu ⋅ Xiaodan Liang

[ Slides] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

AutoTool: Dynamic Tool Selection and Integration for Agentic Reasoning

In Poster Session 7

Jiaru Zou ⋅ Ling Yang ⋅ Yunzhe Qi ⋅ Sirui Chen ⋅ Mengting Ai ⋅ Ke Shen ⋅ Jingrui He ⋅ Mengdi Wang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

$\tau$-Knowledge: Evaluating Conversational Agents over Unstructured Knowledge

In Poster Session 7

Quan Shi ⋅ Alexandra Zytek ⋅ Pedram Razavi ⋅ Karthik Narasimhan ⋅ Victor Barres

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Verifying Meta-Awareness via Predictive Rewards in Reasoning Models

In Poster Session 7

Yoonjeon Kim ⋅ Doohyuk Jang ⋅ Eunho Yang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Are Large Reasoning Models Interruptible?

In Poster Session 7

Tsung-Han (Patrick) Wu ⋅ Mihran Miroyan ⋅ David Chan ⋅ Trevor Darrell ⋅ Narges Norouzi ⋅ Joseph E Gonzalez

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

When to Think, When to Speak: Learning Disclosure Policies for Large Language Model Reasoning

In Poster Session 7

Jiaqi Wei ⋅ Xuehang Guo ⋅ Pengfei Yu ⋅ Xiang Zhang ⋅ Wanli Ouyang ⋅ Siqi Sun ⋅ Qingyun Wang ⋅ Chenyu You

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Stop When Further Reasoning Won’t Help: Attention-State Adaptive Generation in Reasoning Models

In Poster Session 7

Jiakai Li ⋅ KE QIN ⋅ Rongzheng Wang ⋅ Yizhuo Ma ⋅ Qizhi Chen ⋅ Muquan Li ⋅ Shuang Liang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Algorithmic Primitives and Compositional Geometry of Reasoning in Language Models

In Poster Session 7

Samuel Lippl ⋅ Thomas McGee ⋅ Kimberly Lopez ⋅ Ziwen Pan ⋅ Pierce Zhang ⋅ Salma Ziadi ⋅ Oliver Eberle ⋅ Ida Momennejad

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Dynamic Thinking-Token Selection for Efficient Reasoning in Large Reasoning Models

In Poster Session 7

zhenyuan guo ⋅ Tong Chen ⋅ Wenlong Meng ⋅ Chen GONG ⋅ Xin Yu ⋅ Chengkun Wei ⋅ Wenzhi CHEN

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

The Truth Stays in the Family: Enhancing Contextual Truthfulness via Inherited Heads in Model Lineages

In Poster Session 7

Miso Choi ⋅ Seonga Choi ⋅ Mincheol Kwon ⋅ Woosung Joung ⋅ Jinkyu Kim ⋅ Jungbeom Lee

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

From Extraction to Deduction: Resolving Functional Misalignment in RAG via a Collaborative Critic-Reasoner Framework

In Poster Session 7

Yufei Chen ⋅ Yao Wang ⋅ Haibin Zhang ⋅ Hualin zhou ⋅ Tao Gu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Learning to Self-Verify Makes Language Models Better Reasoners

In Poster Session 7

Yuxin Chen ⋅ Yu Wang ⋅ Yi Zhang ⋅ Ziang Ye ⋅ Zhengzhou Cai ⋅ Yaorui Shi ⋅ Qi GU ⋅ Hui Su ⋅ Xunliang Cai ⋅ Xiang Wang ⋅ An Zhang ⋅ Tat-Seng Chua

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

When to Memorize and When to Stop: Gated Recurrent Memory for Long-Context Reasoning

In Poster Session 7

Leheng Sheng ⋅ Yongtao Zhang ⋅ Wenchang Ma ⋅ Yaorui Shi ⋅ Ting Huang ⋅ Xiang Wang ⋅ An Zhang ⋅ Ke Shen ⋅ Tat-Seng Chua

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

UniRRM: Unified Reasoning Reward Models Across Languages and Evaluation Paradigms

In Poster Session 7

Peng Lai ⋅ Yichao Du ⋅ Junchao Wu ⋅ Weibo Gao ⋅ Linan Yue ⋅ Longyue Wang ⋅ Weihua Luo ⋅ Derek F. Wong ⋅ Guanhua CHEN

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

ThreadWeaver: Adaptive Threading for Efficient Parallel Reasoning in Language Models

In Poster Session 7

Long (Tony) Lian ⋅ Sida Wang ⋅ Felix Juefei-Xu ⋅ Tsu-Jui Fu ⋅ Xiuyu Li ⋅ Adam Yala ⋅ Trevor Darrell ⋅ Alane Suhr ⋅ Yuandong Tian ⋅ Xi Victoria Lin

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation

In Poster Session 7

Guangyue Peng ⋅ Zongchao Chen ⋅ Wen Luo ⋅ Yuntao Wen ⋅ Wei Li ⋅ Ruixiang Feng ⋅ Ran Le ⋅ Chen Yang ⋅ Zhenwei An ⋅ Yang Song ⋅ Tao Zhang ⋅ Houfeng Wang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

The First Drop of Ink: Nonlinear Impact of Misleading Information in Long-Context Reasoning

In Poster Session 7

Muhan Gao ⋅ Zih-Ching Chen ⋅ Kuan-Hao Huang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Harnessing Reasoning Trajectories for Hallucination Detection via Answer-agreement Representation Shaping

In Poster Session 7

Jianxiong Zhang ⋅ Bing Guo ⋅ Yuming Jiang ⋅ Haobo Wang ⋅ Bo An ⋅ Sean Du

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

DenseSteer: Steering Small Language Models towards Dense Math Reasoning

In Poster Session 7

Yang Ouyang ⋅ Shuhang Lin ⋅ Jung-Eun Kim

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Process Reward Models That Think

In Poster Session 7

Muhammad Khalifa ⋅ Rishabh Agarwal ⋅ Lajanugen Logeswaran ⋅ Jaekyeom Kim ⋅ Hao Peng ⋅ Moontae Lee ⋅ Honglak Lee ⋅ Lu Wang

[ Slides] [ URL] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Think Deep, Not Just Long: Measuring LLM Reasoning Effort via Deep-Thinking Tokens

In Poster Session 7

Wei-Lin Chen ⋅ Liqian Peng ⋅ Tian Tan ⋅ Chao Zhao ⋅ Jianhang Chen ⋅ Hakurei Reimu ⋅ Alec Go ⋅ Yu Meng

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

SmartThinker: Progressive Chain-of-Thought Length Calibration for Efficient Large Language Model Reasoning

In Poster Session 7

Chenzhi Hu ⋅ Qinzhe Hu ⋅ yuhang xu ⋅ Junyi Chen ⋅ Ruijie Wang ⋅ Shengzhong Liu ⋅ Jianxin Li ⋅ Fan Wu ⋅ Guihai Chen

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Look on Demand: A Cognitive Scheduling Framework for Visual Evidence Acquisition in Multimodal Reasoning

In Poster Session 7

Yang Zhang ⋅ Xiaoshuai Sun ⋅ Rui Zhao ⋅ Wujin Sun ⋅ Yidong Chen ⋅ Jiayi Ji ⋅ Qian Chen ⋅ Rongrong Ji

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

How Chain of Thought Decomposes Complex Tasks

In Poster Session 7

Amrut Nadgir ⋅ Vijay Balasubramanian ⋅ Pratik Chaudhari

[ Slides] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

LongCoT: Benchmarking Long-Horizon Chain-of-Thought Reasoning

In Poster Session 7

Sumeet Motwani ⋅ Daniel Nichols ⋅ Charles London ⋅ Peggy Li ⋅ Fabio Pizzati ⋅ Acer Blake ⋅ Hasan Hammoud ⋅ Tavish McDonald ⋅ Akshat Naik ⋅ Alesia Ivanova ⋅ Vignesh Baskaran ⋅ Ivan Laptev ⋅ Ruben Glatt ⋅ Tal Ben-Nun ⋅ Phil Torr ⋅ Ameya Pandurang Prabhu ⋅ Brian Bartoldson ⋅ Bhavya Kailkhura ⋅ Christian Schroeder de Witt

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

From Reasoning Traces to Reusable Modules: Reinforcement Learning for Compositional Generalization in Language Model Reasoning

In Poster Session 7

Lingjing Kong ⋅ Xin Liu ⋅ Guangyi Chen ⋅ Martin Q. Ma ⋅ Xiangchen Song ⋅ Yuekai Sun ⋅ Mikhail Yurochkin ⋅ Taylor W. Killian ⋅ Russ Salakhutdinov ⋅ Kun Zhang ⋅ Eric Xing ⋅ Zhengzhong Liu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Geometry of Reason: Spectral Signatures of Valid Mathematical Reasoning

In Poster Session 7

Valentin NOËL

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Attention Illuminates LLM Reasoning: The Uncovered Preplan-and-Anchor Rhythm Enables Fine-Grained Policy Optimization

In Poster Session 7

Yang Li ⋅ Zhichen Dong ⋅ Yuhan Sun ⋅ Weixun Wang ⋅ Shaopan Xiong ⋅ Yijia Luo ⋅ Jiashun Liu ⋅ Han Lu ⋅ Jiamang Wang ⋅ Wenbo Su ⋅ Bo Zheng ⋅ Junchi Yan

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

AtomWorld: A Benchmark for Evaluating Spatial Reasoning in Large Language Models on Material Structures

In Poster Session 7

Taoyuze Lv ⋅ Alexander Chen ⋅ Fengyu Xie ⋅ Chu Wu ⋅ Jeffrey Meng ⋅ Dongzhan Zhou ⋅ Yingheng Wang ⋅ Bram Hoex ⋅ Zhicheng Zhong ⋅ Tong Xie

[ Slides] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

BeaconKV: Key-Value Cache Compression Guided by Beacon Queries for Efficient Large Reasoning Model Inference

In Poster Session 7

Janghyeon Kim ⋅ Minsoo Kim ⋅ Kyuhong Shim ⋅ Jungwook Choi

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

FedRot-LoRA: Mitigating Rotational Misalignment in Federated LoRA

In Poster Session 7

Haoran Zhang ⋅ Dongjun Kim ⋅ Seohyeon Cha ⋅ Haris Vikalo

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

SCOPE and SCION: Benchmark and Method for Ontology Induction and Fusion from Text

In Poster Session 7

Miaobo Hu ⋅ Shuhao Hu ⋅ BoKun Wang ⋅ Rui Chen ⋅ Xiaobo Guo ⋅ Xin Wang ⋅ Daren Zha ⋅ Jun Xiao

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

VIA-SD: Verification via Intra-Model Routing for Speculative Decoding

In Poster Session 7

Yuchen Xian ⋅ Yang He ⋅ Yunqiu Xu ⋅ Yi Yang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

LakeQA: A Benchmark for Complex Exploratory QA over a Million-Scale Data Lake

In Poster Session 7

Haonan Wang ⋅ Jiaxiang Liu ⋅ Yurong Liu ⋅ Austin Wijaya ⋅ Tianle Zhou ⋅ Yifan Wu ⋅ Yijia Chen ⋅ Wanting You ⋅ Reya Vir ⋅ Daniela Pinto Veizaga ⋅ Grace Fan ⋅ Yusen Zhang ⋅ Juliana Freire ⋅ Eugene Wu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

HInT: Hypergraph Infusion at the Structural Layers Improves Table Understanding

In Poster Session 7

Wonjin Lee ⋅ Soomi Jeong ⋅ Kwang In Kim

[ Slides] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

MultiHal: Multilingual Dataset for Knowledge-Graph Grounded Evaluation of LLM Hallucinations

In Poster Session 7

Ernests Lavrinovics ⋅ Russa Biswas ⋅ Katja Hose ⋅ Johannes Bjerva

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Compile to Compress: Boosting Formal Theorem Provers by Compiler Outputs

In Poster Session 7

Guchan Li ⋅ Rui Tian ⋅ Hongning Wang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Antidistillation Fingerprinting

In Poster Session 7

Yixuan Xu ⋅ John Kirchenbauer ⋅ Yash Savani ⋅ Asher Trockman ⋅ Alexander Robey ⋅ Tom Goldstein ⋅ Fei Fang ⋅ Zico Kolter

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Multilingual Safety Alignment via Representation-Space Separability

In Poster Session 7

Dan Shi ⋅ Zhuowen Han ⋅ Deyi Xiong

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Grounding Multi-Hop Reasoning in Structural Causal Models via Group Relative Policy Optimization

In Poster Session 7

Yunhan Bu ⋅ quan zhang ⋅ Zhang Huaping ⋅ Guotong Geng ⋅ Chunxiao Gao ⋅ Askar Hamdulla ⋅ Juan Wang ⋅ Qiuchi Li ⋅ Baohua Zhang ⋅ Yunbo Cao ⋅ Zhunchen Luo ⋅ Shuai Lei

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

How Transformers Represent Hierarchies: A Local-to-Global Mechanism

In Poster Session 7

Zhiling Zhou ⋅ Tianhao Wang ⋅ Zhuoran Yang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

LORD-GoF: A Robust Online Detection Approach for LLM Watermarks in Sparse and Mixed Streams

In Poster Session 7

Jiade Xu ⋅ Zhouping Li

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

No More, No Less: Least-Privilege Language Models

In Poster Session 7

Paulius Rauba ⋅ Dominykas Seputis ⋅ Patrikas Vanagas ⋅ Mihaela van der Schaar

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

RBCBF: Decoding Time Safety Alignment via Risk Guided Rollback and Barrier Control

In Poster Session 7

Tianxiang Chen ⋅ Jingyuan Zhou ⋅ Longhao Yan ⋅ Kaidi Yang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

IPMark: A Sentence-Level Watermark for LLMs with Hierarchical Personalization and Efficient Detection

In Poster Session 7

Wenbo An ⋅ Lianwei Wu ⋅ Zehao Wang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

A Judge-Aware Ranking Framework for Evaluating Large Language Models without Ground Truth

In Poster Session 7

Mingyuan Xu ⋅ Xinzi Tan ⋅ Jiawei Wu ⋅ Doudou Zhou

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Weaving Graph over Tokens: Contextualizing Structured Sequences for LLMs

In Poster Session 7

Jiaxuan Chen ⋅ Zixing Zhang ⋅ Ruijun Mao ⋅ Wei Sun ⋅ Zhicheng Liang ⋅ Yuhang Zhang ⋅ Yaxi Liu ⋅ Fangxin Wang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Graph-Link: Bridging the Semantic-Structural Gap in Text-to-SQL via Constrained Subgraph Induction

In Poster Session 7

Jianwei Zhong ⋅ Yijun Mo ⋅ Quanxin Liu ⋅ Ruida Xu ⋅ Yuxi Yang ⋅ Ming Chi

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Words & Weights: Streamlining Multi-Turn Interactions via Co-Adaptation

In Poster Session 7

Chenxing Wei ⋅ Hong Wang ⋅ Ying He ⋅ Zhongxiang Dai ⋅ Bo Jiang ⋅ Fei Yu ⋅ Yao Shu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

BrokenMath: A Benchmark for Sycophancy in Theorem Proving with LLMs

In Poster Session 7

Ivo Petrov ⋅ Jasper Dekoninck ⋅ Martin Vechev

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

CircuitPrint: Mechanistic Circuit Fingerprints for Large Language Models

In Poster Session 7

Zhenxiong Yan ⋅ Suhang Yao ⋅ Yu Liu ⋅ Wenqiang Jin

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

UniFLoW: Universal Multi-Modal Federated LoRA Fine-Tuning Framework with Analytical Aggregation

In Poster Session 7

haoyuan liang ⋅ Zhiyu Ye ⋅ Jielong Tang ⋅ Yang Yang ⋅ Shilei Cao ⋅ Guowen Li ⋅ Fei Hu ⋅ Zhiwei Zhang ⋅ Haohuan Fu ⋅ Juepeng Zheng

[ Slides] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Causal Dependency-Aware Unsupervised Routing for Large Reasoning Models

In Poster Session 7

Jiacheng Liu ⋅ Hao Liu ⋅ Xiaofeng Hou ⋅ Wei Xue ⋅ Yike Guo

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

LiveNewsBench: Evaluating LLM Web Search Capabilities with Freshly Curated News

In Poster Session 7

Yunfan Zhang ⋅ Kathleen McKeown ⋅ Smaranda Muresan

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Rare Event Analysis of Large Language Models

In Poster Session 7

Jake McAllister Dorman ⋅ Edward Gillman ⋅ Dominic C Rose ⋅ Jamie Mair ⋅ Juan Garrahan

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

CoMem: Context Management with A Decoupled Long-Context Model

In Poster Session 7

Yuwei Zhang ⋅ Chengyu Dong ⋅ Shuowei Jin ⋅ Changlong Yu ⋅ Hejie Cui ⋅ Hongye Jin ⋅ Xinyang Zhang ⋅ Hamed Bonab ⋅ Colin Lockard ⋅ Jianshu Chen ⋅ Zhenyu Shi ⋅ Jingbo Shang ⋅ Xian Li ⋅ Bing Yin

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Shared Semantics, Divergent Mechanisms: Unsupervised Feature Discovery by Aligning Semantics and Mechanisms

In Poster Session 7

Hyunjin Cho ⋅ Youngji Roh ⋅ Jaehyung Kim

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

When Search Goes Wrong: Red-Teaming Web-Augmented Large Language Models

In Poster Session 7

Haoran Ou ⋅ Kangjie Chen ⋅ Xingshuo Han ⋅ Gelei Deng ⋅ Jie Zhang ⋅ Han Qiu ⋅ Tianwei Zhang ⋅ Kwok Yan Lam

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

When Do Hallucinations Arise? A Graph Perspective on the Evolution of Path Reuse and Path Compression

In Poster Session 7

Xinnan Dai ⋅ Kai Yang ⋅ cheng Luo ⋅ Shenglai Zeng ⋅ Kai Guo ⋅ Jiliang Tang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Configurable Reward Model for Balanced Safety Alignment

In Poster Session 7

Zhengping Jiang ⋅ Mehran Khodabandeh ⋅ Akash Bharadwaj ⋅ Manik Bhandari ⋅ Mayur Srungarapu ⋅ Anqi Liu ⋅ Benjamin Van Durme ⋅ Li Chen

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Adaptive Time Series Reasoning via Segment Selection

In Poster Session 7

Shvat Messica ⋅ Jiawen Zhang ⋅ Kevin Li ⋅ Theodoros Tsiligkaridis ⋅ Marinka Zitnik

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

CARE: Confounder-Aware Aggregation for Reliable LLM Evaluation

In Poster Session 7

Jitian Zhao ⋅ Changho Shin ⋅ Tzu-Heng Huang ⋅ Satya Sai Srinath Namburi GNVV ⋅ Frederic Sala

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Towards Reliable Marking and Verification of AI-Generated Text via Geometry-aware Sentence-level Watermarking

In Poster Session 7

Yubing Ren ⋅ Ping Guo ⋅ Yanan Cao

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Navigating the Pareto Frontier of Alignment:Spectrum-Adaptive Fine-Tuning for LLMs

In Poster Session 7

Yaoyou Fan ⋅ Chao Zhang ⋅ Xiaoyu Tan ⋅ Chenxing Sun ⋅ Yu Yuan ⋅ Haoyu Feng ⋅ Lu Pan ⋅ Ke Zeng ⋅ Xunliang Cai

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

MoSE: Mixture of Slimmable Experts for Efficient and Adaptive Language Models

In Poster Session 7

Nurbek Tastan ⋅ Stefanos Laskaridis ⋅ Karthik Nandakumar ⋅ Samuel Horváth

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Optimizing KV Cache Eviction from an Output Perturbation Perspective

In Poster Session 7

Yuan Feng ⋅ Junlin Lv ⋅ Haoyu Guo ⋅ Yukun Cao ⋅ Xike Xie ⋅ S Kevin Zhou

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Efficient Training-Free Multi-Token Prediction via Embedding-Space Probing

In Poster Session 7

Raghavv Goel ⋅ Mukul Gagrani ⋅ Mingu Lee ⋅ Christopher Lott

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

TokSuite: Measuring the Impact of Tokenizer Choice on Language Model Behavior

In Poster Session 7

Gül Sena Altıntaş ⋅ Malikeh Ehghaghi ⋅ Brian Lester ⋅ Fengyuan Liu ⋅ Wanru Zhao ⋅ Marco Ciccone ⋅ Colin Raffel

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Disentangling meaning from language in LLM-based machine translation

In Poster Session 7

Théo Lasnier ⋅ Armel Randy Zebaze ⋅ Djamé Seddah ⋅ Rachel Bawden ⋅ Benoît Sagot

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

PASA: A Principled Embedding-Space Watermarking Approach for LLM-Generated Text under Semantic-Invariant Attacks

In Poster Session 7

Zhenxin Ai ⋅ Haiyun He

[ Slides] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Falsifying Sparse Autoencoder Reasoning Features in Language Models

In Poster Session 7

George Ma ⋅ Zhongyuan Liang ⋅ Irene Y. Chen ⋅ Somayeh Sojoudi

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Interpreting and Steering State-Space Models via Activation Subspace Bottlenecks

In Poster Session 7

Vamshi Sunku Mohan ⋅ Kaustubh Gupta ⋅ Aneesha Das ⋅ Chandan Singh

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Entropy-aware Span-Constrained Optimal Transport for Robust Cross-Tokenizer Knowledge Distillation

In Poster Session 7

Zhi-Ping Liu ⋅ Simiao Li ⋅ Wei Li ⋅ Hanting Chen ⋅ Jie Hu ⋅ Hua-Lei Yin ⋅ Xinghao Chen

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Rethinking Personalization in Large Language Models at the Token Level

In Poster Session 7

Chenheng Zhang ⋅ Yijun Lu ⋅ Lizhe Fang ⋅ Chunyuan Zheng ⋅ Jiajun Chai ⋅ Xiaohan Wang ⋅ Guojun Yin ⋅ Wei Lin ⋅ Yisen Wang ⋅ Zhouchen Lin

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Annotations Mitigate Post-Training Mode Collapse

In Poster Session 7

Jacob Mitchell Springer ⋅ Madhu Advani ⋅ Lukas Aichberger ⋅ Arwen Bradley ⋅ Eran Malach ⋅ Omid Saremi ⋅ Sinead Williamson ⋅ Preetum Nakkiran ⋅ Etai Littwin ⋅ Aditi Raghunathan

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

NExT-Guard: Training-Free Streaming Safeguard without Token-Level Labels

In Poster Session 7

Junfeng Fang ⋅ Nachuan Chen ⋅ Houcheng Jiang ⋅ Dan Zhang ⋅ Xiangnan He ⋅ Tat-Seng Chua ⋅ Xiang Wang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

RGMem: Renormalization Group–inspired Memory Evolution for Language Agents

In Poster Session 7

Ao Tian ⋅ Yunfeng Lu ⋅ Xinxin Fan ⋅ Changhao Wang ⋅ Lanzhi Zhou ⋅ Yeyao Zhang ⋅ Yanfang Liu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

More Edits, More Stable: Understanding the Lifelong Normalization in Sequential Model Editing

In Poster Session 7

Xin Ma ⋅ Wei Chen ⋅ Qi Liu ⋅ Derong Xu ⋅ Zhi Zheng ⋅ Tong Xu ⋅ Enhong Chen

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

AlienLM: Alienization of Language for API-Boundary Privacy in Black-Box LLMs

In Poster Session 7

Jaehee Kim ⋅ Pilsung Kang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Steer Like the LLM: Activation Steering that Mimics Prompting

In Poster Session 7

Geert Heyman ⋅ Frederik Vandeputte

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

DFlash: Block Diffusion for Flash Speculative Decoding

In Poster Session 7

Jian Chen ⋅ Yesheng Liang ⋅ Zhijian Liu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

WeDLM: Reconciling Diffusion Language Models with Standard Causal Attention for Fast Inference

In Poster Session 7

Aiwei Liu ⋅ Minghua He ⋅ Shaoxun Zeng ⋅ Sijun Zhang ⋅ Linhao Zhang ⋅ Chuhan Wu ⋅ Wei Jia ⋅ Yuan Liu ⋅ Zhou Xiao ⋅ Jie Zhou

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Disentangling Geometry, Performance, and Training in Language Models

In Poster Session 7

Atharva Kulkarni ⋅ Jacob Mitchell Springer ⋅ Arjun Subramonian ⋅ Swabha Swayamdipta

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Spherical Steering: Geometry-Aware Activation Rotation for Language Models

In Poster Session 7

Zejia You ⋅ Deng ⋅ Hanjie Chen

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

FOCUS & RePAIR: Mitigating Text Degeneration via Token-Level Guidance For Pruned Large Language Models

In Poster Session 7

Junyoung Lee ⋅ Sehyeon Park ⋅ Shinhyoung Jang ⋅ Seonha Ryu ⋅ Hojeong Kim ⋅ Hyunsei Lee ⋅ Il Suh ⋅ Yeseong Kim

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

NanoSpec: Accelerating Speculative Decoding using Minimalist In-Context Vocabularies

In Poster Session 7

Zhiyang Chen ⋅ Daliang Xu ⋅ Yinyuan Zhang ⋅ Chenghua Wang ⋅ Mengwei Xu ⋅ Yun Ma

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Surgery: Mitigating Harmful Fine-Tuning for Large Language Models via Attention Sink

In Poster Session 7

Guozhi Liu ⋅ Weiwei Lin ⋅ Tiansheng Huang ⋅ Ruichao Mo ⋅ Qi Mu ⋅ Xiumin Wang ⋅ Li Shen

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

SPEED: Sharpened-Teacher Distillation for Parallel Decoding of Diffusion Language Models

In Poster Session 7

Qiuhong Shen ⋅ Xingyi Yang ⋅ Xinyin Ma ⋅ Gongfan Fang ⋅ Xinchao Wang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Predicting the Order of Upcoming Tokens Improves Language Modeling

In Poster Session 7

Zayd Muhammad Kawakibi Zuhri ⋅ Erland Hilman Fuadi ⋅ Alham Fikri Aji

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Towards Atoms of Large Language Models

In Poster Session 7

Chenhui Hu ⋅ Pengfei Cao ⋅ Yubo Chen ⋅ Kang Liu ⋅ Jun Zhao

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

LazyAttention: Efficient Retrieval-Augmented Generation with Deferred Positional Encoding

In Poster Session 7

Haocheng Xia ⋅ Mihir Pamnani ⋅ Hanxi Fang ⋅ Supawit Chockchowwat ⋅ Yongjoo Park

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

DyLLM: Efficient Diffusion LLM inference via saliency-based token selection and partial attention

In Poster Session 7

Younjoo Lee ⋅ Junghoo Lee ⋅ Seungkyun Dan ⋅ Jaiyoung Park ⋅ Jung Ho Ahn

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Any-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion

In Poster Session 7

Lijiang Li ⋅ zuwei long ⋅ Yunhang Shen ⋅ Heting Gao ⋅ Haoyu Cao ⋅ Xing Sun ⋅ Caifeng Shan ⋅ Ran He ⋅ Chaoyou Fu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

CoRe: Context-Robust Remasking for Diffusion Language Models

In Poster Session 7

Kevin Zhai ⋅ Sabbir Mollah ⋅ Zhenyi Wang ⋅ Mubarak Shah

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

InstEmb: Instruction-Following Embeddings through Glimpses of the Future

In Poster Session 7

Tianhao Gao ⋅ Jun Fang ⋅ Xiaohui Zhang ⋅ Zhiyuan Liu ⋅ Chao Liu ⋅ Pengzhang Liu ⋅ Qixia Jiang

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Stop the Flip-Flop: Context-Preserving Verification for Fast Revocable Diffusion Decoding

In Poster Session 7

Yanzheng Xiang ⋅ Lan Wei ⋅ Yizhen Yao ⋅ Qinglin Zhu ⋅ Hanqi Yan ⋅ Chen Jin ⋅ Philip Teare ⋅ Dandan Zhang ⋅ Lin Gui ⋅ Amrutha Saseendran ⋅ Yulan He

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

dLLM-Cache: Accelerating Diffusion Large Language Models with Adaptive Caching

In Poster Session 7

Zhiyuan Liu ⋅ Yicun Yang ⋅ Yaojie Zhang ⋅ Junjie Chen ⋅ Chang Zou ⋅ Qingyan Wei ⋅ Shaobo Wang ⋅ Yichen Zhu ⋅ Linfeng Zhang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

LUGS: Latent-aware Guidance for Efficient Unmasking in Diffusion Large Language Models

In Poster Session 7

Nuanqiao Shan ⋅ Kairong Han ⋅ Xinpeng Dong ⋅ Kun Kuang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

A3: an Analytical Low-Rank Approximation Framework for Attention

In Poster Session 7

Jeffrey T. H. Wong ⋅ Cheng Zhang ⋅ Xinye Cao ⋅ Pedro Gimenes ⋅ Christos-Savvas Bouganis ⋅ George Constantinides ⋅ Wayne Luk ⋅ Aaron Zhao

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Context-level Language Modeling by Learning Predictive Context Embeddings

In Poster Session 7

beiya dai ⋅ Yuliang Liu ⋅ Daozheng Xue ⋅ Yunchong Song ⋅ Qipeng Guo ⋅ Kai Chen ⋅ Xinbing Wang ⋅ Bowen Zhou ⋅ Zhouhan Lin

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models

In Poster Session 7

Tianyu Fu ⋅ Yichen You ⋅ Zekai Chen ⋅ Guohao Dai ⋅ Huazhong Yang ⋅ Yu Wang

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

When Diffusion Language Models Hesitate: Detecting and Correcting Visual Hallucinations via Confidence Fluctuation

In Poster Session 7

Wenzheng Song ⋅ Pei Chen ⋅ Yichen Tan ⋅ Zejian Li ⋅ Lingyun Sun

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

HiCI: Hierarchical Construction–Integration for Long-Context Attention

In Poster Session 7

Xiangyu Zeng ⋅ Qi Xu ⋅ Yunke Wang ⋅ Chang Xu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

The Structural Origin of Attention Sink: Variance Discrepancy, Super Neurons, and Dimension Disparity

In Poster Session 7

Siquan Li ⋅ Kaiqi Jiang ⋅ Jiacheng Sun ⋅ Tianyang Hu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Beyond Next-Token Alignment: Distilling Multimodal Large Language Models via Token Interactions

In Poster Session 7

Lin Chen ⋅ zhaoxiaoke ⋅ Kun Ding ⋅ Weiwei Feng ⋅ Changtao Miao ⋅ Zili Wang ⋅ Guo Wenxuan ⋅ Ying Wang ⋅ Kaiyuan Zheng ⋅ Bo Zhang ⋅ Zhe Li ⋅ Shiming Xiang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Dustin: Draft-Augmented Sparse Verification for Efficient Long-Context Generation with Speculative Decoding

In Poster Session 7

Wen-Hung Lee ⋅ Jian-Jia Chen ⋅ Xiaolin Lin ⋅ Pei-Shuo Wang ⋅ Chi-Chih Chang ⋅ Chun-Che Yang ⋅ Wei-Chen Wang ⋅ Hanrui Wang ⋅ Ning-Chi Huang ⋅ Li Zhang ⋅ Kai-Chiang Wu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Efficient-DLM: From Autoregressive to Diffusion Language Models, and Beyond in Speed

In Poster Session 7

Yonggan Fu ⋅ Lexington Whalen ⋅ Zhifan Ye ⋅ Xin Dong ⋅ Shizhe Diao ⋅ Jingyu Liu ⋅ CHENGYUE WU ⋅ Hao Zhang ⋅ Enze Xie ⋅ Song Han ⋅ Maksim Khadkevich ⋅ Jan Kautz ⋅ Yingyan (Celine) Lin ⋅ Pavlo Molchanov

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Reasoning-preserved Efficient Distillation of Large Language Models via Activation-aware Initialization

In Poster Session 7

Junlin He ⋅ Yihong Tang ⋅ Tong Nie ⋅ Guilong Li ⋅ Binyu Yang ⋅ Jinxiao Du ⋅ Lijun Sun ⋅ Wei Ma

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Large Vision–Language Models Get Lost in Attention

In Poster Session 7

Gongli Xi ⋅ Ye Tian ⋅ Mengyu Yang ⋅ Huahui Yi ⋅ Liang Lin ⋅ Xiaoshuai Hao ⋅ Kun Wang ⋅ Wendong Wang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Large Language Models Explore by Latent Distilling

In Poster Session 7

Yuanhao Zeng ⋅ Ao Lu ⋅ Lufei Li ⋅ Zheng Zhang ⋅ Yexin Li ⋅ Kan Ren

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Beyond Temperature: Hyperfitting as a Late-Stage Geometric Expansion

In Poster Session 7

Meimingwei Li ⋅ Yuanhao Ding ⋅ Esteban Garces Arias ⋅ Christian Heumann

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Can I Have Your Order? Monte-Carlo Tree Search for Slot Filling Ordering in Diffusion Language Models

In Poster Session 7

Joshua Ong ⋅ Yu Zhao ⋅ Mihaela C. Stoian ⋅ Wenda Li ⋅ Shay Cohen ⋅ Eleonora Giunchiglia

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

SAME: Stabilized Mixture-of-Experts for Multimodal Continual Instruction Tuning

In Poster Session 7

Zhen-Hao Xie Xie ⋅ Jun-Tao Tang ⋅ Yu-Cheng Shi ⋅ Han-Jia Ye ⋅ De-Chuan Zhan ⋅ Da-Wei Zhou

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

FedPissa: Towards Federated Personalized Adaptation of Foundation Models via LoRA Subspace Mapping

In Poster Session 7

Wenwen He ⋅ Wenke Huang ⋅ Yi Liu ⋅ Jian Liang ⋅ Xirui Li ⋅ Guansong Pang ⋅ Mang Ye

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Towards Efficient LLMs Annealing with Principled Sample Selection

In Poster Session 7

Yuanjian Xu ⋅ Jianing Hao ⋅ Wanbo Zhang ⋅ Zhong Li ⋅ Guang Zhang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Probability-Entropy Calibration: An Elastic Indicator for Adaptive Fine-tuning

In Poster Session 7

Wenhao Yu ⋅ Shaohang Wei ⋅ Jiahong Liu ⋅ Yifan Li ⋅ Minda Hu ⋅ Aiwei Liu ⋅ Hao Zhang ⋅ Irwin King

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

The Differences Between Direct Alignment Algorithms are a Blur

In Poster Session 7

Alexey Gorbatovski ⋅ Boris Shaposhnikov ⋅ Viacheslav Sinii ⋅ Alexey Malakhov ⋅ Daniil Gavrilov

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Learning from Fine-Grained Visual Discrepancies: Mitigating Multimodal Hallucinations via In-Context Visual Contrastive Optimization

In Poster Session 7

Haolin Deng ⋅ Xin Zou ⋅ Zhiwei Jin ⋅ Chen Chen ⋅ Haonan Lu ⋅ Xuming Hu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

LK Losses: Direct Acceptance Rate Optimization for Speculative Decoding

In Poster Session 7

Alexander Samarin ⋅ Sergei Krutikov ⋅ Anton Shevtsov ⋅ Sergei Skvortsov ⋅ Filipp Fisin ⋅ Aleksandr Golubev

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Geometry-Preserving Orthonormal Initialization for Low-Rank Adaptation in Reinforcement Learning

In Poster Session 7

Ruijia Zhang ⋅ Jiacheng Zhu ⋅ Hanqing Zhu ⋅ Laixi Shi

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Facts in Stats: Impacts of Pretraining Diversity on Language Model Generalization

In Poster Session 7

Tina Behnia ⋅ Puneesh Deora ⋅ Christos Thrampoulidis

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

KORE: Enhancing Knowledge Injection for Large Multimodal Models via Knowledge-Oriented Controls

In Poster Session 7

Kailin Jiang ⋅ Hongbo Jiang ⋅ Ning Jiang ⋅ Zhi Gao ⋅ Jinhe Bi ⋅ Yuchen Ren ⋅ Bin Li ⋅ Yuntao Du ⋅ Lei Liu ⋅ Qing Li

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

WUSH: Near-Optimal Adaptive Transforms for LLM Quantization

In Poster Session 7

Jiale Chen ⋅ Vage Egiazarian ⋅ Roberto Castro ⋅ Torsten Hoefler ⋅ Dan Alistarh

[ Slides] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Dirichlet-Prior Shaping: Guiding Expert Specialization in Upcycled MoEs

In Poster Session 7

Leyla Mirvakhabova ⋅ Babak Ehteshami Bejnordi ⋅ Gaurav Kumar ⋅ Hanxue Liang ⋅ Wanru Zhao ⋅ Paul Whatmough

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Adaptive Utilization of Low-Rank Adaptation via Conditioned Gating

In Poster Session 7

Guang Yang ⋅ Changhao Guan ⋅ Chao Huang ⋅ Yufeng Chen ⋅ Kaiyu Huang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

LoRA-DA: Data-Aware Initialization for Low-Rank Adaptation via Asymptotic Analysis

In Poster Session 7

Qingyue Zhang ⋅ Chang Chu ⋅ Tianren Peng ⋅ Qi Li ⋅ Xiangyang Luo ⋅ Zhihao Jiang ⋅ Shao-Lun Huang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

PISA: Privacy-Preserving Split Adaptation with Model IP Protection

In Poster Session 7

Haocheng Yang ⋅ Xiang Cheng ⋅ ZONGDA HAN ⋅ Pengjie Wang ⋅ Changkang Chi ⋅ Pengfei Zhang ⋅ Sen Su

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

TileQ: Efficient Low-Rank Quantization of Mixture-of-Experts with 2D Tiling

In Poster Session 7

Hongyaoxing Gu ⋅ Xinzhe Chen ⋅ LIJUAN HU ⋅ Liu fangfang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

DARTS: Distribution-Aware Active Rollout Trajectory Shaping for Accelerating LLM Reinforcement Learning

In Poster Session 7

Yujie Wang ⋅ Siwei Chen ⋅ Longzan Luo ⋅ Xinyi Liu ⋅ Xupeng Miao ⋅ Fangcheng Fu ⋅ Bin Cui

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Unbiased Dynamic Pruning for Efficient Group-Based Policy Optimization

In Poster Session 7

Haodong Zhu ⋅ Ren Yangyang ⋅ Yanjing Li ⋅ Mingbao Lin ⋅ Linlin Yang ⋅ Xuhui Liu ⋅ Xiantong Zhen ⋅ haiguang liu ⋅ Baochang Zhang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Training-Trajectory-Aware Token Selection

In Poster Session 7

Zhanming Shen ⋅ Jiaqi Hu ⋅ Zeyu Qin ⋅ Hao Chen ⋅ Wentao Ye ⋅ Zenan Huang ⋅ Yihong Zhuang ⋅ Guoshan Lu ⋅ Junlin Zhou ⋅ Junbo Zhao

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

ViewMask-1-to-3: Multi-View Consistent Image Generation via Multimodal Diffusion Models

In Poster Session 7

Ruishu Zhu ⋅ Zhihao Huang ⋅ Jiacheng Sun ⋅ Ping Luo ⋅ Hongyuan Zhang ⋅ Xuelong Li

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

AffIn-Space: Learning Affine-Invariant Representations for 3D Spatial Understanding with MLLMs

In Poster Session 7

Zhenyu Lu ⋅ Liupeng Li ⋅ Jinpeng Wang ⋅ Haoqian Kang ⋅ Manyuan Zhang ⋅ Yan Feng ⋅ Ke Chen ⋅ Yaowei Wang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Federated Variational Preference Alignment with Gumbel-Softmax Prior for Personalized User Preferences

In Poster Session 7

Jabin Koo ⋅ Hoyoung Kim ⋅ Minwoo Jang ⋅ Jungseul Ok

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Learning in the Fisher Subspace: A Guided Initialization for LoRA Fine-Tuning

In Poster Session 7

Zhi-Quan Feng ⋅ Ying-Jia Lin ⋅ Hung-Yu Kao

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Grouter: Decoupling Routing from Representation for Accelerated MoE Training

In Poster Session 7

Yuqi Xu ⋅ Rizhen Hu ⋅ zihan liu ⋅ Mou Sun ⋅ Kun Yuan

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Midtraining Bridges Pretraining and Posttraining Distributions

In Poster Session 7

Emmy Liu ⋅ Graham Neubig ⋅ Chenyan Xiong

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

EvoGM: Learning to Merge LLMs via Evolutionary Generative Optimization

In Poster Session 7

Tao Jiang ⋅ Xinmeng Yu ⋅ Chenhao Yi ⋅ Yiling Wu ⋅ Yan Li ⋅ Ran Cheng ⋅ Dongmei Jiang ⋅ Jianguo Zhang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Principled SVD-based Delta Compression via Quantization Error Minimization

In Poster Session 7

Boya Xiong ⋅ Shuo Wang ⋅ Weifeng Ge ⋅ Guanhua CHEN ⋅ Yun Chen

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Smoothie: Smoothing Diffusion on Token Embeddings for Text Generation

In Poster Session 7

Alexander Shabalin ⋅ Viacheslav Meshchaninov ⋅ Dmitry Vetrov

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Anchored Policy Optimization: Mitigating Exploration Collapse via Support-Constrained Rectification

In Poster Session 7

Tianyi Wang ⋅ Long Li ⋅ Hongcan Guo ⋅ Yibiao Chen ⋅ Yixia Li ⋅ Yong Wang ⋅ Yun Chen ⋅ Guanhua CHEN

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Preserve-Then-Quantize: Balancing Rank Budgets for Quantization Error Reconstruction in LLMs

In Poster Session 7

Yoonjun Cho ⋅ Dongjae Jeon ⋅ Soeun Kim ⋅ Moongyu Jeon ⋅ Albert No

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Recursive Models for Long-Horizon Reasoning

In Poster Session 7

Chenxiao Yang ⋅ Nati Srebro ⋅ Zhiyuan Li

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

On Training Large Language Models for Long-Horizon Tasks: An Empirical Study of Horizon Length

In Poster Session 7

Sunghwan Kim ⋅ Junhee Cho ⋅ Beong-woo Kwak ⋅ Taeyoon Kwon ⋅ Liang Wang ⋅ Nan Yang ⋅ Xingxing Zhang ⋅ Furu Wei ⋅ Jinyoung Yeo

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

SciPredict: Can LLMs Predict the Outcomes of Scientific Experiments in Natural Sciences?

In Poster Session 7

Udari Sehwag ⋅ Elaine Lau ⋅ Haniyeh Oskouie ⋅ Shayan Shabihi ⋅ Erich Liang ⋅ Andrea Toledo ⋅ Guillermo Mangialardi ⋅ Sergio Fonrouge ⋅ Ed-Yeremai Hernandez-Cardona ⋅ Paula Vergara ⋅ Utkarsh Tyagi ⋅ Chen Bo Calvin Zhang ⋅ Pavi Bhatter ⋅ Nicholas Johnson ⋅ Furong Huang ⋅ Ernesto Montoya ⋅ Bing Liu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

ActiveScope: Actively Seeking and Correcting Perception for MLLMs

In Poster Session 7

Yajing Wang ⋅ Chao Bi ⋅ Junshu Sun ⋅ Shufan Shen ⋅ Zhaobo Qi ⋅ Shuhui Wang ⋅ Qingming Huang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Embedding Trust: Semantic Isotropy Predicts Nonfactuality in Long-Form Text Generation

In Poster Session 7

Dhrupad Bhardwaj ⋅ Julia Kempe ⋅ Tim G. J. Rudner

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Unifying Adversarial Robustness and Training Across Text Scoring Models

In Poster Session 7

Manveer Tamber ⋅ Hosna Oyarhoseini ⋅ Jimmy Lin

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Higher-Order Certified Robustness for Regression

In Poster Session 7

Jie Zhang ⋅ Natalie Frank

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Neural Honeytrace: Plug&Play Watermarking Framework against Model Extraction Attacks

In Poster Session 7

Yixiao Xu ⋅ Binxing Fang ⋅ Rui Wang ⋅ Yinghai Zhou ⋅ Yuan Liu ⋅ Mohan Li ⋅ Zhihong Tian

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

CARE: Class-Adaptive Expert Consensus for Reliable Learning with Long-Tailed Noisy Labels

In Poster Session 7

Mengke Li ⋅ Haiquan Ling ⋅ Lihao Chen ⋅ Yang Lu ⋅ Yiqun Zhang ⋅ Hui Huang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Theory of Minimal Weight Perturbations in Deep Networks and its Applications for Low-Rank Activated Backdoor Attacks

In Poster Session 7

Bethan Evans ⋅ Jared Tanner

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

A Coin Flip for Safety: LLM Judges Fail to Reliably Measure Adversarial Robustness

In Poster Session 7

Leo Schwinn ⋅ Moritz Ladenburger ⋅ Tim Beyer ⋅ Mehrnaz Mofakhami ⋅ Gauthier Gidel ⋅ Stephan Günnemann

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

You Don't Protect if You Don't Expect: Breaking the Key Assumption behind CLIP's Test-Time Defenses

In Poster Session 7

Ruize Zhang ⋅ Yu Li ⋅ Zhang Wan ⋅ Juan Cao ⋅ Jie Zhang ⋅ Sheng Tang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Beyond Accuracy: What Matters in Designing Well-Behaved Image Classification Models?

In Poster Session 7

Robin Hesse ⋅ Dogukan Bagci ⋅ Bernt Schiele ⋅ Simone Schaub-Meyer ⋅ Stefan Roth

[ URL] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Two Modalities Are Better Than One: Efficient Adversarial Purification via Multimodal Diffusion Models

In Poster Session 7

Mingyuan Bai ⋅ Wei Huang ⋅ Tenghui Li ⋅ Andong Wang ⋅ Chao Li ⋅ Cesar F Caiafa ⋅ Junbin Gao ⋅ Qibin Zhao

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

PSMix: Robust Point Cloud Recognition through Spectral Domain Mixing

In Poster Session 7

Xin Wei ⋅ Qin Yang ⋅ Hongji Zhao ⋅ Fei Gao ⋅ Mingrui Zhu ⋅ Nannan Wang ⋅ Xinbo Gao

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

SkillTrojan: Backdoor Attacks on Skill-Based Agent Systems

In Poster Session 7

Yunhao Feng ⋅ Yifan Ding ⋅ Yingshui Tan ⋅ Boren Zheng ⋅ Yanming Guo ⋅ Xiaolong Li ⋅ Kun Zhai ⋅ Yishan Li ⋅ Wenke Huang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Bias in Zeroth-Order Normal Estimation for Decision-Based Attacks

In Poster Session 7

Feiyang Wang ⋅ Hangwei Qian ⋅ Xingquan Zuo ⋅ Gang Chen ⋅ Ivor Tsang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Erased but Not Forgotten: How Backdoors Compromise Concept Erasure

In Poster Session 7

Tobias Braun ⋅ Jonas Henry Grebe ⋅ Patrick Mohr Gordillo ⋅ Marcus Rohrbach ⋅ Anna Rohrbach

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

CREDIT: Certified Ownership Verification of Deep Neural Networks Against Model Extraction Attacks

In Poster Session 7

Bolin Shen ⋅ Zhan Cheng ⋅ Neil Gong ⋅ Fan Yao ⋅ Yushun Dong

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

TCAP: Tri-Component Attention Profiling for Unsupervised Backdoor Detection in MLLM Fine-Tuning

In Poster Session 7

Mingzu Liu ⋅ Hao Fang ⋅ Runmin Cong

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

A Constrained Optimization Perspective of Unrolled Transformers

In Poster Session 7

Javier Porras-Valenzuela ⋅ Samar Hadou ⋅ Alejandro Ribeiro

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Certified Robustness under Heterogeneous Perturbations via Hybrid Randomized Smoothing

In Poster Session 7

Blaise Delattre ⋅ Hengyu WU ⋅ Paul Caillon ⋅ Wei Yang Bryan Lim ⋅ YANG CAO

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Mind Your Margin and Boundary: Are Your Distilled Datasets Truly Robust?

In Poster Session 7

Muquan Li ⋅ Yingyi Ma ⋅ Yihong Huang ⋅ Hang Gou ⋅ KE QIN ⋅ Ming Li ⋅ Yuan-Fang Li ⋅ Tao He

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Class-Conditional Distribution Balancing for Group Robust Classification

In Poster Session 7

Miaoyun Zhao ⋅ Qiang Zhang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Probabilistic Robustness Certificates against Adversarial Attacks

In Poster Session 7

Sara Taheri ⋅ Majid Zamani

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Diversity-aware Weight Perturbation Promotes Robust Adaptation

In Poster Session 7

Zibo Chen ⋅ Ruxin Li ⋅ Zilu Wang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Adversarial Robustness of Implicit Neural Representation-Based Classifiers

In Poster Session 7

Jayoung Kim ⋅ Kookjin Lee ⋅ Noseong Park ⋅ Sanghyun Hong

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Rethinking Evaluation Paradigms in IBP-based Certified Training

In Poster Session 7

Konstantin Kaulen ⋅ Hadar Shavit ⋅ Holger Hoos

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

SORA: Free Second Order Attacks in Fast Adversarial Training

In Poster Session 7

Mazdak Teymourian ⋅ Ramtin Moslemi ⋅ Farzan Rahmani ⋅ Mohammad H Rohban

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

LLM Watermark Evasion via Bias Inversion

In Poster Session 7

Jeongyeon Hwang ⋅ Sangdon Park ⋅ Jungseul Ok

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

DF-LoGiT: Data-Free Logic-Gated Backdoor Attacks in Vision Transformers

In Poster Session 7

Xiaozuo Shen ⋅ Yifei Cai ⋅ RUI NING ⋅ Chunsheng Xin ⋅ Hongyi "Michael" Wu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Hearing Without Noticing? Attention-Aware Stealthy Black-box Adversarial Audio Attacks

In Poster Session 7

Tianyi Xu ⋅ Cheng'an Wei ⋅ Yue Zhao ⋅ Kai Chen

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Does a Hybrid Space-Aware Randomized Defense Improve Empirical and Certified Adversarial Robustness?

In Poster Session 7

Joy Dhar ⋅ Manish Pandey ⋅ Behzad Bozorgtabar ⋅ Nayyar Zaidi ⋅ Wenyu Zhang ⋅ Weihong Li ⋅ Tingting Mu ⋅ Dwarikanath Mahapatra ⋅ Mahsa Baktashmotlagh ⋅ Trung Le ⋅ Chen Chen ⋅ Sajib Mistry ⋅ Camila Gonzalez ⋅ Samira Ebrahimi Kahou ⋅ Lina Yao ⋅ Piotr Koniusz ⋅ Robert Fisher ⋅ Dinh Phung ⋅ Bohyung Han ⋅ Nuno Vasconcelos ⋅ Pietro Lió

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

FedHPro: Federated Hyper-Prototype Learning via Gradient Matching

In Poster Session 7

Huan Wang ⋅ Jun Shen ⋅ Haoran Li ⋅ Zhenyu Yang ⋅ Jun Yan ⋅ Ousman Manjang ⋅ Yanlong Zhai ⋅ Di Wu ⋅ Guansong Pang

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Front-Loaded Robust Conformal Prediction: Heavy Calibration, Minimal Test-Time Cost

In Poster Session 7

Soroush H. Zargarbashi ⋅ Mohammad Sadegh Akhondzadeh ⋅ Aleksandar Bojchevski

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Toward Understanding Adversarial Distillation: Why Robust Teachers Fail

In Poster Session 7

Hongsin Lee ⋅ Hye Won Chung

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Safety-Efficacy Trade Off: Robustness against Data-Poisoning

In Poster Session 7

Diego Granziol ⋅ Ulugbek Abdimanabov

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Iterative Robust Satisficing: Minimizing Performance Degradation Under Distribution Shift

In Poster Session 7

Enes Ağırman ⋅ Artun Saday ⋅ Cem Tekin

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

ProMeCD: Unifying Long-Tailed and Noisy Label Learning via White-Box Control

In Poster Session 7

Yu Zhu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Private and Stable Test-time Adaptation with Differential Privacy

In Poster Session 7

Zefeng Li ⋅ Qiaoyue Tang ⋅ Mathias Lécuyer ⋅ Evan Shelhamer

[ Slides] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

``Someone Hid It!'': Query-Agnostic Black-Box Attacks on LLM-Based Retrieval

In Poster Session 7

Jiate Li ⋅ Defu Cao ⋅ Li Li ⋅ Wei Yang ⋅ Yuehan Qin ⋅ Chenxiao Yu ⋅ Tiannuo Yang ⋅ Ryan A Rossi ⋅ Yan Liu ⋅ Xiyang Hu ⋅ Yue Zhao

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Non-Parametric Probabilistic Robustness: A Conservative Risk Estimator under Unknown Perturbation Distributions

In Poster Session 7

Zheng Wang ⋅ Yi Zhang ⋅ Siddartha Khastgir ⋅ carsten maple ⋅ Xingyu Zhao

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Causal-JEPA: Learning World Models through Object-Level Latent Interventions

In Poster Session 7

Heejeong Nam ⋅ Quentin Le Lidec ⋅ Lucas Maes ⋅ Yann LeCun ⋅ Randall Balestriero

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Clustering in Deep Stochastic Transformers

In Poster Session 7

Lev Fedorov ⋅ Michael Sander ⋅ Romuald Elie ⋅ Pierre Marion ⋅ Mathieu Lauriere

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

The Signal is in the Steps: Local Scoring for Reasoning Data Selection

In Poster Session 7

Hoang Anh Just ⋅ Myeongseob Ko ⋅ Ruoxi Jia

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Lightweight Federated Incremental Learning via Decoupled Replay

In Poster Session 7

Xiuying Wang ⋅ Yichen Li ⋅ HANG SU ⋅ Gaozhuo Liu ⋅ Shiwei Li ⋅ Chuang Zhao ⋅ Jiangming Shi ⋅ Imran Razzak

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Estimating the Empowerment of Language Model Agents

In Poster Session 7

Jinyeop Song ⋅ Jeff Gore ⋅ Max Kleiman-Weiner

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Cross-task Calibration for Asynchronous Federated Continual Learning

In Poster Session 7

Yichen Li ⋅ Haozhao Wang ⋅ HANG SU ⋅ Yulong Li ⋅ xiaoquan Yi ⋅ Yankai Jiang ⋅ Chuang Zhao ⋅ Imran Razzak ⋅ Ruixuan Li

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

LoRe: Adaptive Interaction-Evaluation Routing with Per-step Interaction Budgets for Iterative Graph Solvers

In Poster Session 7

Jintao Li ⋅ Yong-Yi Wang ⋅ Zheng-An Wang ⋅ Heng Fan

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Beyond Hamming: Query-Aware Decoding of Binary Cosine Sketches

In Poster Session 7

DaeHun Nyang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

The benefits of full data shuffle, now with optimal I/O cost: $k$-wise independence and matrix transposition to the rescue

In Poster Session 7

Peyman Afshani ⋅ Rezaul Chowdhury ⋅ Mayank Goswami ⋅ Jens Kristian R Schou ⋅ Francesco Silvestri ⋅ Mariafiore Tognon

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

FedPDG: Prediction Discrepancy–Guided Data Generation for Heterogeneous Federated Learning

In Poster Session 7

Yuqi Wang ⋅ Jianwei Niu ⋅ Xinghao Wu ⋅ Xuefeng Liu ⋅ Xin Hao

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

RC-FCL: Combating Asynchronous Concept Drift in Federated Continual Learning via Retrospective Calibration

In Poster Session 7

Hang Su ⋅ Yijun Mo ⋅ Zhiyu Zhang ⋅ Yankai Jiang ⋅ Bo Liu ⋅ Yichen Li ⋅ Imran Razzak

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Approximate Nearest Neighbor Search for Modern AI: A Projection-Augmented Graph Approach

In Poster Session 7

Kejing Lu ⋅ Zhenpeng Pan ⋅ Jianbin Qin ⋅ Yoshiharu Ishikawa ⋅ Chuan Xiao

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

CORAL: Uncertainty-Aware Regulation of Exposure Concentration in Recommender Systems

In Poster Session 7

Nitin Bisht ⋅ Linjiang Guo ⋅ Xiuwen Gong ⋅ Huan Huo ⋅ Guandong Xu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Evaluating Parameter Efficient Methods for RLVR

In Poster Session 7

Qingyu Yin ⋅ Yulun Wu ⋅ Zhennan Shen ⋅ Sunbowen Lee ⋅ Zhilin Wang ⋅ Yanshu Li ⋅ Chak Tou Leong ⋅ Jiale Kang ⋅ Jinjin Gu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Causal-aware Anomaly Detection for Tabular Data

In Poster Session 7

Dang Nguyen ⋅ Tu Anh Hoang Nguyen ⋅ Thuc Le ⋅ Svetha Venkatesh ⋅ Trung Le ⋅ Sunil Gupta

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Class-Grouped-Normalized-Momentum and Faster Hyperparameter Exploration to Tackle Class Imbalance in Federated Learning

In Poster Session 7

Haemin Park ⋅ Diego Klabjan ⋅ Martin Braun ⋅ Xiuqi Li ⋅ Balakrishnan Ananthanarayanan

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Obliviate: Efficient Unlearning in Recommender Systems

In Poster Session 7

Tushar Prakash ⋅ Brijraj Singh ⋅ Niranjan Pedanekar ⋅ Narayan Chaturvedi

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

CARE: Adaptive Calibration for Reliable Recommendations

In Poster Session 7

Nitin Bisht ⋅ Xiuwen Gong ⋅ Huan Huo ⋅ Guandong Xu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Compositional Perception and Generalizing Induction: Latent Compositional Manifold Assumption on Generalized Category Discovery

In Poster Session 7

Luyao Tang ⋅ Jiewei Zheng ⋅ Kunze Huang ⋅ Chaoqi Chen ⋅ Yue Huang ⋅ Cheng Chen

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Diversity-Aware Recursive Feature Multiple Kernel Learning

In Poster Session 7

nan cao ⋅ Xu Zhao ⋅ Teng Zhang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Beyond Single Embedding: Modeling User Preferences as Distribution in Federated Recommendation

In Poster Session 7

Chunxu Zhang ⋅ Weipeng Zhang ⋅ Guodong Long ⋅ Zhiheng Xue ⋅ Bo Yang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Retriever Portfolios: A Principled Approach to Adaptive RAG

In Poster Session 7

Miltiadis Stouras ⋅ Vincent Cohen-Addad ⋅ Silvio Lattanzi ⋅ Ola Svensson

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

LEGO-FL: Learning Heterogeneous Federated Models as a LEGO Assembly Games

In Poster Session 7

Zeqi Leng ⋅ Chunxu Zhang ⋅ Guodong Long ⋅ Bo Yang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

AReaL-DTA: Dynamic Tree Attention for Efficient Reinforcement Learning of Large Language Models

In Poster Session 7

Jiarui Zhang ⋅ Yuchen Yang ⋅ Ran Yan ⋅ Zhiyu Mei ⋅ Liyuan Zhang ⋅ LiDaifeng ⋅ Wei Fu ⋅ Jiaxuan Gao ⋅ Shusheng Xu ⋅ Yi Wu ⋅ Binhang Yuan

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

New Bounds for Kernel Sums via Fast Spherical Embeddings

In Poster Session 7

Tal Wagner

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Revealing Differences in Multi-Modal Embeddings via Constrained Kernel Analysis

In Poster Session 7

Youqi WU ⋅ Mohammad Jalali ⋅ Farzan Farnia

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Necessary Conditions for Compositional Generalization of Embedding Models

In Poster Session 7

Arnas Uselis ⋅ Andrea Dittadi ⋅ Seong Joon Oh

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

How can embedding models bind concepts?

In Poster Session 7

Arnas Uselis ⋅ Darina Koishigarina ⋅ Seong Joon Oh

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

The Efficiency Gap in Byte Modeling

In Poster Session 7

Celine Lee ⋅ Jing Nathan Yan ⋅ Chen Liang ⋅ Jiaxin Shi ⋅ Yin Zhang ⋅ Jeremiah Zhe Liu ⋅ Pengcheng Yin ⋅ Ed Chi ⋅ Fernando Pereira ⋅ Derek Cheng ⋅ Alexander Rush ⋅ Ruoxi Wang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Controlled Collaboration Geometry for Personalized Federated Learning

In Poster Session 7

Hongbo Yin ⋅ Wu Jichun ⋅ Zhou Yang ⋅ Chi Jiang ⋅ Yin Zhang ⋅ Yan Zhang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

LEMUR: Learned Multi-Vector Retrieval

In Poster Session 7

Elias Jääsaari ⋅ Ville Hyvönen ⋅ Teemu Roos

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

FEDEMOE: IMPROVING PERSONALIZATION ON HET- EROGENEOUS FEDERATED LEARNING VIA ELASTIC MIXTURE OF EXPERTS ARCHITECTURE

In Poster Session 7

Haizhou Du ⋅ Lixin Huang ⋅ Zonghan Wu ⋅ Huan Huo

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Causal Modeling of Selection in Evolution

In Poster Session 7

Haoyue Dai ⋅ Zeyu Tang ⋅ Peter Spirtes ⋅ Kun Zhang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Position: Benchmarks for Vision–Language Models in Urban Perception Should Be Reliability-Aware and Negotiated

In Poster Session 7

Rashid Mushkani

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

A Computational Framework for Evaluating Human-likeness in LLMs' Open-ended Human Behaviors

In Poster Session 7

Yuxuan Lei ⋅ Jianxun Lian ⋅ Defu Lian ⋅ Jincenzi Wu ⋅ Tianfu Wang ⋅ Xing Xie

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Position: There are futures that benchmark-driven AI cannot see

In Poster Session 7

Sobhan Lotfi ⋅ Ava Iranmanesh ⋅ Lachin Naghashyar ⋅ Ali Shirali ⋅ Fateme Haredasht ⋅ Sanmi Koyejo ⋅ Phil Torr ⋅ Yong Suk Lee ⋅ Fazl Barez ⋅ Joel Lehman ⋅ Peter Norvig ⋅ Arvind Narayanan

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Position: Code Benchmarks Should Prioritize Rigor, Reliability, and Reproducibility

In Poster Session 7

Jialun Cao ⋅ Yuk-Kit Chan ⋅ Zixuan Ling ⋅ Wenxuan Wang ⋅ Shuqing Li ⋅ Mingwei Liu ⋅ Ruixi Qiao ⋅ Yuting Han ⋅ Chaozheng Wang ⋅ Boxi Yu ⋅ Pinjia He ⋅ Shuai Wang ⋅ Zibin Zheng ⋅ Michael Lyu ⋅ Shing-Chi Cheung

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

iWorld-Bench: A Benchmark for Interactive World Models with a Unified Action Generation Framework

In Poster Session 7

Jianjie Fang ⋅ Yingshan Lei ⋅ Qin Wan ⋅ Ziyou Wang ⋅ Yuchao Huang ⋅ Yongyan Xu ⋅ Baining Zhao ⋅ Weichen Zhang ⋅ Chen Gao ⋅ Xinlei Chen ⋅ Yong Li

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Position: Early-Stage Quality Assurance in Annotation Pipelines Is More Cost-Effective Than Late-Stage Validation

In Poster Session 7

Sunil Kothari ⋅ Sumukha Sharma Thoppanahalli Chandramouli ⋅ Naman Khandelwal ⋅ Praveen Kumar Gulipalli ⋅ Parth Kulshreshtha ⋅ Ashi Jain ⋅ Kriti Banka ⋅ Tanuja Chintada ⋅ Venkata Triveni ⋅ Manish Mehta ⋅ Tao Liu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

TadABench-1M: A Large-Scale Wet-Lab Protein Benchmark For Rigorous OOD Evaluation

In Poster Session 7

Jin Gao ⋅ Juntu Zhao ⋅ Zirui Zeng ⋅ Jiaqi Shen ⋅ Junhao Shi ⋅ Dukun Zhao ⋅ Yuming Lu ⋅ Dequan Wang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Position: Agent Evaluation Should Be Agentified for Openness, Standardization, and Reproducibility

In Poster Session 7

Xiaoyuan Liu ⋅ Tianneng Shi ⋅ Wenbo Guo ⋅ Dawn Song

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models

In Poster Session 7

Jonathan Roberts ⋅ Mohammad Reza Taesiri ⋅ Ansh Sharma ⋅ Akash Gupta ⋅ Samuel Roberts ⋅ Ioana Croitoru ⋅ Vlad Bogolin ⋅ Jialu Tang ⋅ Florian Langer ⋅ Vyas Raina ⋅ Vatsal Raina ⋅ Hanyi Xiong ⋅ Vishaal Udandarao ⋅ Jingyi Lu ⋅ Chen Shiyang ⋅ Sam Purkis ⋅ Tianshuo Yan ⋅ Wenye Lin ⋅ Gyungin Shin ⋅ Qiaochu Yang ⋅ Anh Nguyen ⋅ David Atkinson ⋅ Alexandru Coca ⋅ Mikah Đặng ⋅ Sebastian Dziadzio ⋅ Jakob D. Kunz ⋅ Kaiqu Liang ⋅ Alexander Lo ⋅ Brian Pulfer ⋅ Steven Walton ⋅ Charig Yang ⋅ Kai Han ⋅ Samuel Albanie

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

DevEvol: Benchmarking LLM Agents on Continuous Software Evolution

In Poster Session 7

Gangda Deng ⋅ Zhaoling Chen ⋅ Zhongming Yu ⋅ Haoyang Fan ⋅ Yuhong Liu ⋅ Yuxin Yang ⋅ Dhruv Parikh ⋅ Rajgopal Kannan ⋅ Le Cong ⋅ Mengdi Wang ⋅ Qian Zhang ⋅ Viktor Prasanna ⋅ Robert Tang ⋅ Xingyao Wang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

MemoryBench: A Benchmark for Memory and Continual Learning in LLM Systems

In Poster Session 7

Qingyao Ai ⋅ Yichen Tang ⋅ Changyue Wang ⋅ Jianming Long ⋅ Weihang Su ⋅ Yiqun LIU

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Position: AI Evaluation Should Work With Humans

In Poster Session 7

Jan Kulveit ⋅ Gavin Leech ⋅ Tomáš Gavenčiak ⋅ Raymond Douglas

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Leaderboard Incentives: Model Rankings under Strategic Post-Training

In Poster Session 7

Yatong Chen ⋅ Guanhua Zhang ⋅ Moritz Hardt

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Towards a Science of AI Agent Reliability

In Poster Session 7

Stephan Rabanser ⋅ Sayash Kapoor ⋅ Peter Kirgis ⋅ Kangheng Liu ⋅ Saiteja Utpala ⋅ Arvind Narayanan

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

CLAM-Bench: Benchmarking LLM Agents for Library-Scale Cross-Architecture Migration

In Poster Session 7

Weijia Li ⋅ KE GAO ⋅ Jiajie Li ⋅ Han Sun ⋅ Yuhe Ding ⋅ Yongdong Mai ⋅ Yiran Le ⋅ Yongjie Qian ⋅ Zhibin Zhang ⋅ Xinyu Wang ⋅ Limin Cheng ⋅ Shouxu Kuang ⋅ Pengfei Chen ⋅ Ling Li

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

DEER: A Benchmark for Evaluating Deep Research Agents on Expert Report Generation

In Poster Session 7

Janghoon Han ⋅ Heegyu Kim ⋅ Changho Lee ⋅ Dahm Lee ⋅ Min Hyung Park ⋅ Hosung Song ⋅ Stanley Jungkyu Choi ⋅ Moontae Lee ⋅ Honglak Lee

[ Slides] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Position: State-of-the-Art Claims Require State-of-the-Art Evidence

In Poster Session 7

YongKyung Oh

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Position: Let's Develop Data Probes to Fundamentally Understand How Data Affects LLM Performance

In Poster Session 7

Shiqiang Wang ⋅ Herbert Woisetschlaeger ⋅ Hans-Arno Jacobsen ⋅ Mingyue Ji

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

CentaurEval: Benchmarking Human-in-the-Loop Value in Agentic Coding

In Poster Session 7

Hanjun Luo ⋅ Chiming Ni ⋅ Jiaheng Wen ⋅ Zhimu Huang ⋅ Bingduo Liao ⋅ Yiran Wang ⋅ Sylvia Chung Yan Shan ⋅ Yingbin Jin ⋅ Jialin Li ⋅ Xinfeng Li ⋅ Wenyuan Xu ⋅ XiaoFeng Wang ⋅ Hanan Salam

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

DSGym: A Standardized and Holistic Framework for Advancing Data Science Agents

In Poster Session 7

Fan Nie ⋅ Junlin Wang ⋅ Harper Hua ⋅ Federico Bianchi ⋅ Yongchan Kwon ⋅ Zhenting Qi ⋅ Owen Queen ⋅ Shang Zhu ⋅ James Zou

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Position: Adopting AI in Practice Does Not Guarantee the Productivity Boost

In Poster Session 7

Won Ik Cho ⋅ Seong-hun Kim ⋅ Geunhye Kim

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Noise Tectonics: Measuring the Stability of AI Benchmark Ecosystems

In Poster Session 7

Michael Hardy ⋅ Sang Truong ⋅ Anka Reuel ⋅ Lijin Zhang ⋅ Jodi Casabianca ⋅ Yash Dave ⋅ Hansol Lee ⋅ Ben Domingue ⋅ Sanmi Koyejo

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Neuromem: A Granular Decomposition of the Streaming Lifecycle in External Memory for LLMs

In Poster Session 7

Ruicheng Zhang ⋅ Xinyi Li ⋅ Tianyi Xu ⋅ Shuhao Zhang ⋅ Xiaofei Liao ⋅ Hai Jin

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Position: Improved Documentation is Necessary for Benchmarking AI Systems in Geometry

In Poster Session 7

Anna Genevaux ⋅ Simon Frieder

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Position: AI Evaluations Should be Grounded on a Theory of Capability

In Poster Session 7

Nathan Jo ⋅ Ashia Wilson

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Position: Stop evaluating AI with human tests, develop principled, AI-specific tests instead

In Poster Session 7

Tom Sühr ⋅ Florian Dorner ⋅ Olawale Salaudeen ⋅ Augustin Kelava ⋅ Samira Samadi

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Do Text Edits Generalize to Visual Generation? Benchmarking Cross-Modal Knowledge Editing in UMMs

In Poster Session 7

Xin Gao ⋅ Cheng Yang ⋅ Chufan Shi ⋅ Taylor Berg-Kirkpatrick

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Attention Sinks in Diffusion Transformers: A Causal Analysis

In Poster Session 7

FANGZHENG WU ⋅ Brian Summa

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Unison: Benchmarking Unified Multimodal Models via Synergistic Understanding and Generation

In Poster Session 7

Jinyu Liu ⋅ Xincheng Shuai ⋅ Henghui Ding ⋅ Yu-Gang Jiang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

A Benchmark and Framework for Evaluating Next Action Predictions in Spreadsheets

In Poster Session 7

Tejas Agrawal ⋅ Vu Le ⋅ Sumit Gulwani ⋅ Gust Verbruggen

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Rethinking Loss Reweighting for Imbalance Learning as an Inverse Problem: A Neural Collapse Point of View

In Poster Session 7

Jinping Wang ⋅ Zixin Tong ⋅ Zhiwu Xie ⋅ Zhiqiang Gao

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Wasserstein Geometry-Aware Adaptive Control via Meta-Learning

In Poster Session 7

Xingyu Yang ⋅ Hanzhang Qu ⋅ Ye Cao ⋅ Jianfu Cao

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Segment Anything with Robust Uncertainty-Accuracy Correlation

In Poster Session 7

Hongyou Zhou ⋅ Zihan Ye ⋅ Ling Shao ⋅ Marc Toussaint

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Mixing Expertise with Confidence: A Mixture of Expert Framework for Robust Multi-Modal Continual Learner

In Poster Session 7

Md Abdullah Al Forhad ⋅ Yuansheng Zhu Zhu. ⋅ Abhinab Acharya ⋅ Xumin Liu ⋅ Qi Yu ⋅ Weishi Shi

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Efficient Bilevel Optimization for CKA-Guided MoE Upcycling

In Poster Session 7

Zhiyuan Yu ⋅ Enneng Yang ⋅ Hao Jiang ⋅ Guojie Zhu ⋅ Feihong He ⋅ Peng Wang ⋅ Li Shen

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Shapley Neuron Values for Continual Learning: Which Neurons Matter Most?

In Poster Session 7

Ali Vahedifar ⋅ Abhisek Ray ⋅ Qi Zhang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

AREA: Attribute Extraction and Aggregation for CLIP-Based Class-Incremental Learning

In Poster Session 7

Zhen-Hao Xie Xie ⋅ Yu-Cheng Shi ⋅ Da-Wei Zhou

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Breaking the Scale Barrier: One-Shot Knowledge Transfer via Frequency Transform

In Poster Session 7

Jianlu Shen ⋅ Fu Feng ⋅ Yucheng Xie ⋅ JIAQI LYU ⋅ Xin Geng

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Expert Routing with Synthetic Data for Domain Incremental Learning

In Poster Session 7

Yewon Byun ⋅ Sanket Vaibhav Mehta ⋅ Saurabh Garg ⋅ Emma Strubell ⋅ Michael Oberst ⋅ Bryan Wilder ⋅ Zachary Lipton

[ URL] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Federated Learning with Unlabeled Clients: Personalization Can Happen in Low Dimensions

In Poster Session 7

Hossein Zakerinia ⋅ Jonathan Scott ⋅ Christoph Lampert

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

MoCL: Metabolic Optimization for Curvature-Aware Continual Learning

In Poster Session 7

Jiajun Lai ⋅ Qi Liu ⋅ Shijie Li ⋅ Huaiguang Jiang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

DomED: Redesigning Ensemble Distillation for Domain Generalization

In Poster Session 7

Ziang Song ⋅ Zhou Zhidan ⋅ Zijun Zhang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Learning-To-Measure: In-Context Active Feature Acquisition

In Poster Session 7

Yuta Kobayashi ⋅ Zilin Jing ⋅ Jiayu Yao ⋅ Hongseok Namkoong ⋅ Shalmali Joshi

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Demystifying Mergeability: Interpretable Properties to Predict Model Merging Success

In Poster Session 7

Luca Zhou ⋅ Bo Zhao ⋅ Rose Yu ⋅ Emanuele Rodolà

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Learn to Merge: Meta-Learning for Adaptive Multi-Task Model Merging

In Poster Session 7

Jun Chen ⋅ Qin Zhang ⋅ Weizhi Zhang ⋅ Xiao Luo ⋅ Philip Yu ⋅ Ziyue Qiao

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Dynamic Optimizations of LLM Ensembles with Two-Stage Reinforcement Learning Agents

In Poster Session 7

Selim Furkan Tekin ⋅ Gaowen Liu ⋅ Ramana Kompella ⋅ Ling Liu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Continual Learning through Control Minimization

In Poster Session 7

Sander de Haan ⋅ Yassine Taoudi-Benchekroun ⋅ Pau Vilimelis Aceituno ⋅ Benjamin F. Grewe

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Less Is More in Federated Continual Learning: RieSelect for Conflict-Aware Layer Selection in LLMs

In Poster Session 7

Wenqi Qiu ⋅ Yipeng Zhou ⋅ Lin Zhu ⋅ Laizhong Cui

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

On the Difficulty of Learning a Meta-network for Training Data Selection

In Poster Session 7

Zilin Du ⋅ Junqi Zhao ⋅ Albert Boyang Li

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Learning Flexible Generalization in Video Quality Assessment by Bringing Device and Viewing Condition Distributions

In Poster Session 7

Nickolay Safonov ⋅ Dmitriy Vatolin

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Beyond Point-wise Neural Collapse: A Topology-Aware Hierarchical Classifier for Class-Incremental Learning

In Poster Session 7

HuiYu Yi ⋅ Xu Zhiming ⋅ Dunwei Tu ⋅ Zhicheng Wang ⋅ Baile Xu ⋅ Furao Shen

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Provably Data-driven Lagrangian Relaxation for Mixed Integer Linear Programming

In Poster Session 7

QUOC TUNG LE ⋅ Anh Nguyen ⋅ Viet Anh Nguyen

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Understanding SAM through Minimax Perspective

In Poster Session 7

Ying Chen ⋅ Aoxi Li ⋅ Javad Lavaei

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Non-Euclidean Gradient Descent Operates at the Edge of Stability

In Poster Session 7

Rustem Islamov ⋅ Michael Crawshaw ⋅ Jeremy Cohen ⋅ Robert Gower

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Singularity-aware Optimization via Randomized Geometric Probing: Towards Stable Non-smooth Optimization

In Poster Session 7

Ruoran Xu ⋅ Borong She ⋅ Xiaobo Jin ⋅ Qiufeng Wang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Dynamic Symmetric Point Tracking: Tackling Non-ideal Reference in Analog In-memory Training

In Poster Session 7

Quan Xiao ⋅ jindan li ⋅ Zhaoxian Wu ⋅ Tayfun Gokmen ⋅ Tianyi Chen

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Accelerated and Stable Convergence with Anchored Generalized Optimistic Method

In Poster Session 7

Motahareh Sohrabi ⋅ Jianxin You ⋅ Simon Lacoste-Julien ⋅ Eduard Gorbunov ⋅ Gauthier Gidel

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Gromov-Wasserstein at Scale, Beyond Squared Norms

In Poster Session 7

Guillaume Houry ⋅ Jean Feydy ⋅ François-Xavier Vialard

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Safeguarded Stochastic Polyak Step Sizes for Non-smooth Optimization: Robust Performance Without Small (Sub)Gradients

In Poster Session 7

Dimitris Oikonomou ⋅ Nicolas Loizou

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Riemannian Dueling Optimization

In Poster Session 7

Yuxuan Ren ⋅ Abhishek Roy ⋅ Shiqian Ma

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

A Penalty Approach For Differentiation Through Black-box Quadratic Programming Solvers

In Poster Session 7

Yuxuan Linghu ⋅ Zhiyuan Liu ⋅ Qi Deng

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Randomized Feasibility Methods for Constrained Optimization with Adaptive Step Sizes

In Poster Session 7

Abhishek Chakraborty ⋅ Angelia Nedich

[ Slides] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

On the Provable Suboptimality of Momentum SGD in Nonstationary Stochastic Optimization

In Poster Session 7

Sharan Sahu ⋅ Cameron Hogan ⋅ Martin Wells

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

A Direct Second-Order Method for Solving Two-Player Zero-Sum Games

In Poster Session 7

David Yang ⋅ Yuan Gao ⋅ Tianyi Lin ⋅ Christian Kroer

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Mirror Mean-Field Langevin Dynamics

In Poster Session 7

Anming Gu ⋅ Juno Kim

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

L-SR1: Learned Symmetric-Rank-One Preconditioning

In Poster Session 7

Gal Lifshitz ⋅ Shahar Zuler ⋅ Ori Fouks ⋅ Dan Raviv

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Towards Fully Parameter-Free Stochastic Optimization: Grid Search with Self-Bounding Analysis

In Poster Session 7

Yuheng Zhao ⋅ Yu-Hu Yan ⋅ Amit Attia ⋅ Tomer Koren ⋅ Lijun Zhang ⋅ Peng Zhao

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

OPT-Engine: Benchmarking the Limits of LLMs in Optimization Modeling via Complexity Scaling

In Poster Session 7

Yitian Chen ⋅ Dongdong Ge ⋅ Cheng Cheng ⋅ Yinan Sun ⋅ Zi Ling

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Operator Splitting with Hamilton-Jacobi-based Proximals

In Poster Session 7

Nicholas Di ⋅ Eric Chi ⋅ Samy Wu Fung

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Adaptive Sharpness-Aware Minimization with a Polyak-type Step size: A Theory-Grounded Scheduler

In Poster Session 7

Dimitris Oikonomou ⋅ Nicolas Loizou

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Last-iterate Convergence of ADMM on Multi-affine Quadratic Equality Constrained Problem

In Poster Session 7

Yutong Chao ⋅ Michal Ciebielski ⋅ Jalal Etesami ⋅ Majid Khadiv

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Improved Convergence Analysis of Topology Dependence in Decentralized SGD

In Poster Session 7

Yuki Takezawa ⋅ Anastasiia Koloskova ⋅ Sebastian Stich

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

A Fully First-Order Layer for Differentiable Optimization

In Poster Session 7

Zihao Zhao ⋅ Kai-Chia Mo ⋅ Shing-Hei Ho ⋅ Brandon Amos ⋅ Kai Wang

[ Slides] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Near-optimal and Efficient First-Order Algorithm for Multi-Task Learning with Shared Linear Representation

In Poster Session 7

Shihong Ding ⋅ Fangyu Du ⋅ Cong Fang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

LoBCD-GW: A Fast and Data-Dependent Algorithm for Computing Gromov-Wasserstein Distance via Localized Block Coordinate Descent

In Poster Session 7

Jingni Song ⋅ Jiawei Huang ⋅ Kangke Cheng ⋅ Bangxian Han ⋅ Hu Ding

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Gradient Smoothing: Coupling Layer-wise Updates for Improved Optimization

In Poster Session 7

Haoming Meng ⋅ Anton Sugolov ⋅ Vardan Papyan

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Optimization with Access to Auxiliary Information

In Poster Session 7

El Mahdi Chayti ⋅ Sai Praneeth Reddy Karimireddy

[ URL] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

An Exploration of Non-Euclidean Gradient Descent: Muon and its Many Variants

In Poster Session 7

Michael Crawshaw ⋅ Chirag Modi ⋅ Mingrui Liu ⋅ Robert Gower

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

DASH: Faster Shampoo via Batched Block Preconditioning and Efficient Inverse-Root Solvers

In Poster Session 7

Ionut-Vlad Modoranu ⋅ Philip Zmushko ⋅ Erik Schultheis ⋅ Mher Safaryan ⋅ Dan Alistarh

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

LOZO+: Provably Efficient Zeroth-Order Fine-Tuning via Greedy Low-Rank Subspace Selection

In Poster Session 7

Jinjie Fang ⋅ Chengxun Jin ⋅ Tianxing Man ⋅ Yi Chang ⋅ Bin Gu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Gradient Flow Sampler-based Distributionally Robust Optimization

In Poster Session 7

Zusen Xu ⋅ Jia-Jie Zhu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

From Interaction Trajectories to Prompt Rules: Credit Assignment for Multi-Agent Prompt Optimization

In Poster Session 7

Bin Wu ⋅ Haoran Xu ⋅ Xiang Zhuang ⋅ Zonghao Chen ⋅ Zhu Li ⋅ Emine Yilmaz ⋅ Qiang Zhang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

OVLR: Efficient, Scalable, and Robust Training via Output-Level Variance-Reduced Likelihood Ratio

In Poster Session 7

Minhao Zou ⋅ Tao Ren ⋅ Jinyang Jiang ⋅ Rui Tao ⋅ Zehao Li ⋅ Jiale Fu ⋅ Hui Shao ⋅ Xianhua Liu ⋅ Yijie Peng

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

AD-BTS: Adaptive Dual-Branch Token Sparsification via Spatial Information Density

In Poster Session 7

Xinpei Gao ⋅ Xin Luo ⋅ Ming Liu ⋅ Chunjiang Wang ⋅ S Kevin Zhou

[ Slides] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Robust Contextual Optimization with Missing Covariates

In Poster Session 7

Qingyuan Xu ⋅ Ruiwei Jiang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Proximal-Based Generative Modeling for Bayesian Inverse Problems

In Poster Session 7

Boyang Zhang ⋅ Zhiguo Wang ⋅ Ya-Feng Liu

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

A Geometry-Aware Efficient Algorithm for Compositional Entropic Risk Minimization

In Poster Session 7

Xiyuan Wei ⋅ Linli Zhou ⋅ Bokun Wang ⋅ Chih-Jen Lin ⋅ Tianbao Yang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

BAS: Bridging Adam and SignSGD for Memory-Efficient LLM Training

In Poster Session 7

Yijie Zhou ⋅ Mingliang Zhang ⋅ Jiaqi Zhang ⋅ Xunliang Cai ⋅ Shi Pu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

ITSPACE: Monotone Gaussian Optimal Transport Updates

In Poster Session 7

Woojoo Na ⋅ Jennifer Dy

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Lions and Muons: Optimization via Stochastic Frank-Wolfe

In Poster Session 7

Maria-Eleni Sfyraki ⋅ Jun-Kun Wang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Minimizing Upper Confidence Bounds: A Data-Driven Framework for Stochastic Programming

In Poster Session 7

Shixin Liu ⋅ Ming Gao ⋅ Jian Hu

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

General Analysis of LMO-based Optimizers: Beyond Bounded Variance

In Poster Session 7

Egor Shulgin ⋅ Mohamed Awad ⋅ Peter Richtarik ⋅ Eduard Gorbunov

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

An Embarrasingly Simple Way to Optimize Orthogonal Matrices at Scale

In Poster Session 7

Adrián Javaloy ⋅ Antonio Vergari

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Incremental Transformer Neural Processes

In Poster Session 7

Philip Mortimer ⋅ Cristiana Diaconu ⋅ Tommy Rochussen ⋅ Bruno Mlodozeniec ⋅ Richard E Turner

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Non-Uniform Noise-to-Signal Ratio in the REINFORCE Policy-Gradient Estimator

In Poster Session 7

Haoyu Han ⋅ Heng Yang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

When Can You Poison Rewards? A Tight Characterization of Reward Poisoning in Linear MDPs

In Poster Session 7

Jose Aguilar Escamilla ⋅ Haoyang Hong ⋅ Jiawei Li ⋅ Haoyu Zhao ⋅ Xuezhou Zhang ⋅ Sanghyun Hong ⋅ Huazheng Wang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Stabilizing the Q-Gradient Field for Policy Smoothness in Actor-Critic Methods

In Poster Session 7

Jeong Woon Lee ⋅ Kyoleen Kwak ⋅ Daeho Kim ⋅ Hyoseok Hwang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Distributional Inverse Reinforcement Learning

In Poster Session 7

Feiyang Wu ⋅ Ye Zhao ⋅ Anqi Wu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

HodgeFlow Policy Search by Topologically Dissecting Temporal-Difference Signals in Non-Markovian Environments

In Poster Session 7

Zuyuan Zhang ⋅ Sizhe Tang ⋅ Tian Lan

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Online Robust Reinforcement Learning with General Function Approximation

In Poster Session 7

Debamita Ghosh ⋅ George Atia ⋅ Yue Wang

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

How Does the Lagrangian Guide Safe Reinforcement Learning through Diffusion Models?

In Poster Session 7

Xiaoyuan Cheng ⋅ Wenxuan Yuan ⋅ Boyang Li ⋅ Yuanchao Xu ⋅ Yiming Yang ⋅ Hao Liang ⋅ Bei Peng ⋅ Robert Loftin ⋅ Zhuo Sun ⋅ Yukun Hu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Doubly Regularized Markov Decision Processes for Robust Reinforcement Learning

In Poster Session 7

Yiting He ⋅ Zhishuai Liu ⋅ Pan Xu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Trust Region Inverse Reinforcement Learning

In Poster Session 7

Anish Abhijit Diwan ⋅ Davide Tateo ⋅ Christopher Mower ⋅ Haitham Bou Ammar ⋅ Jan Peters ⋅ Oleg Arenz

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Refined Analysis of Entropy-Regularized Actor-Critic

In Poster Session 7

Safwan Labbi ⋅ Paul Mangold ⋅ Daniil Tiapkin ⋅ Eric Moulines

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Reward Redistribution for CVaR MDPs using a Bellman Operator on L-infinity

In Poster Session 7

Aneri Muni ⋅ Vincent Taboga ⋅ Esther Derman ⋅ Pierre-Luc Bacon ⋅ Erick Delage

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Safe In-Context Reinforcement Learning

In Poster Session 7

Amir Moeini ⋅ Minjae Kwon ⋅ Alper Bozkurt ⋅ Yuichi Motai ⋅ Rohan Chandra ⋅ Lu Feng ⋅ Shangtong Zhang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Fast Non-Episodic Finite-Horizon RL with K-Step Lookahead Thresholding

In Poster Session 7

Jiamin Xu ⋅ Kyra Gan

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Second-Order Smooth Planning with Optimal-Transport Bellman Smoothing

In Poster Session 7

Tuan Dam

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Time-Consistent Robust Multi-Objective Reinforcement Learning via a Bellman–Isaacs Weight-Adversary Recursion

In Poster Session 7

Mingxi Hu ⋅ Meiling Yu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Learning from Comparison: Constrained Projection Policy Optimization for Pareto-Front Improvement

In Poster Session 7

Jintao Li ⋅ Maowen Tang ⋅ Yongji Long ⋅ Weixuan Liu ⋅ Yanlang Zheng ⋅ Sicheng He ⋅ Ao-Jin Li ⋅ Shui Yu ⋅ Yun Li

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Why Dedicated Critics: Eliminating Target Drift in Multi-Constraint RL

In Poster Session 7

Yue Yang ⋅ Chenghao Huang ⋅ Hao Wang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Learning to Search and Searching to Learn for Generalization in Planning

In Poster Session 7

Michael Aichmüller ⋅ Yannik Hesse ⋅ Hector Geffner

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Boosting CVaR Policy Optimization with Quantile Gradients

In Poster Session 7

Yudong Luo ⋅ Erick Delage

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

HyPOLE: Hyperproperty-Guided Multi-Agent Reinforcement Learning under Partial Observation

In Poster Session 7

Arshia Rafieioskouei ⋅ Tzu-Han Hsu ⋅ Matthew Lucas ⋅ Borzoo Bonakdarpour

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Impact of Connectivity on Laplacian Representations in Reinforcement Learning

In Poster Session 7

Tommaso Giorgi ⋅ Pierriccardo Olivieri ⋅ Keyue Jiang ⋅ Laura Toni ⋅ Matteo Papini

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Reward and Guidance through Rubrics: Promoting Exploration to Improve Multi-Domain Reasoning

In Poster Session 7

Baolong Bi ⋅ Shenghua Liu ⋅ Yiwei Wang ⋅ Siqian Tong ⋅ Lingrui Mei ⋅ Yuyao Ge ⋅ Yilong Xu ⋅ Jiafeng Guo ⋅ Xueqi Cheng

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

QUATRO: Query-Adaptive Trust Region Policy Optimization for LLM Fine-tuning

In Poster Session 7

Doyeon Lee ⋅ Eunyi Lyou ⋅ Hyunsoo Cho ⋅ Soo Kyung Kim ⋅ Joonseok Lee ⋅ Jaemoo Choi

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

GIPO: Gaussian Importance Sampling Policy Optimization

In Poster Session 7

Chengxuan Lu ⋅ Zhenquan Zhang ⋅ Shukuan Wang ⋅ Qunzhi Lin ⋅ Baigui Sun ⋅ Yang Liu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Recursive Monte-Carlo Tree Search

In Poster Session 7

Benjamin Howard ⋅ Keith Frankston

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Mind the budget: Accelerating Deep Reinforcement Learning using Early Exit Neural Networks

In Poster Session 7

Julien Brosseit ⋅ Jasper Hoffmann ⋅ Joschka Boedecker

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Expected Return Causes Outcome-Level Mode Collapse in Reinforcement Learning and How to Fix It with Inverse Probability Scaling

In Poster Session 7

Abhijeet Sinha ⋅ Sundari Elango ⋅ Dianbo Liu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Posterior Behavioral Cloning: Pretraining BC Policies for Efficient RL Finetuning

In Poster Session 7

Andrew Wagenmaker ⋅ Perry Dong ⋅ Raymond Tsao ⋅ Chelsea Finn ⋅ Sergey Levine

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Intentional Updates for Streaming Reinforcement Learning

In Poster Session 7

Arsalan Sharifnassab ⋅ Mohamed Elsayed ⋅ Kris De Asis ⋅ Rupam Mahmood ⋅ Rich Sutton

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Sample Efficient Full-Finetuning of Generative Control Policies

In Poster Session 7

Sarvesh Patil ⋅ Mitsuhiko Nakamoto ⋅ Shashwat Saxena ⋅ Manan Agarwal ⋅ Giri Anantharaman ⋅ Cleah Winston ⋅ Jesse Zhang ⋅ Chaoyi Pan ⋅ Douglas Chen ⋅ Nai-Chieh Huang ⋅ Zeynep Temel ⋅ Oliver Kroemer ⋅ Hongkai Dai ⋅ Sergey Levine ⋅ Abhishek Gupta ⋅ Paarth Shah ⋅ Max Simchowitz

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Learning Generalizable Skill Policy with Data-Efficient Unsupervised RL

In Poster Session 7

Jongchan Park ⋅ Seungjun Oh ⋅ Seungho Baek ⋅ Yusung Kim

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Informed Asymmetric Actor-Critic: Leveraging Privileged Signals Beyond Full-State Access

In Poster Session 7

Daniel Ebi ⋅ Gaspard Lambrechts ⋅ Damien Ernst ⋅ Klemens Böhm

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

On Computation and Reinforcement Learning

In Poster Session 7

Raj Ghugare ⋅ Michał Bortkiewicz ⋅ Alicja Ziarko ⋅ Benjamin Eysenbach

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Reinforcement Learning via Self-Distillation

In Poster Session 7

Jonas Hübotter ⋅ Frederike Lübeck ⋅ Lejs Behric ⋅ Anton Baumann ⋅ Marco Bagatella ⋅ Daniel Marta ⋅ Ido Hakimi ⋅ Idan Shenfeld ⋅ Thomas Kleine Buening ⋅ Carlos Guestrin ⋅ Andreas Krause

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Emergence of Exploration in Policy Gradient Reinforcement Learning via Retrying

In Poster Session 7

Soichiro Nishimori ⋅ Paavo Parmas ⋅ Sotetsu Koyamada ⋅ Tadashi Kozuno ⋅ Toshinori Kitamura ⋅ Shin Ishii ⋅ Yutaka Matsuo

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Approximation of Log-Partition Function in Policy Mirror Descent Induces Implicit Regularization for LLM Post-Training

In Poster Session 7

Zhenghao Xu ⋅ Qin Lu ⋅ Changlong Yu ⋅ Tuo Zhao

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Reinforcement Learning for Non-Verifiable Problems

In Poster Session 7

Gurusha Juneja ⋅ Shubham Phal ⋅ Jennifer She ⋅ Lisa Wang ⋅ Dorsa Sadigh ⋅ Anca Dragan ⋅ William Wang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Task-Aware Exploration via a Predictive Bisimulation Metric

In Poster Session 7

Dayang Liang ⋅ Ruihan LIU ⋅ Lipeng Wan ⋅ Yunlong Liu ⋅ Bo An

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

The Role of Target Update Frequencies in Q-Learning

In Poster Session 7

Simon Weissmann ⋅ Tilman Aach ⋅ Benedikt Wille ⋅ Sebastian Kassing ⋅ Leif Döring

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Bridging Scaling Laws to On-Policy Reinforcement Learning via Adaptive Batch Scaling

In Poster Session 7

Jongchan Park

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

SVL: Goal-Conditioned Reinforcement Learning as Survival Learning

In Poster Session 7

Franki Nguimatsia-Tiofack ⋅ Fabian Schramm ⋅ Théotime Le Hellard ⋅ Justin Carpentier

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Policy-Driven World Model Adaptation for Robust Offline Model-based Reinforcement Learning

In Poster Session 7

Jiayu Chen ⋅ Le Xu ⋅ Aravind Venugopal ⋅ Jeff Schneider

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Improving Diffusion Planners by Self-Supervised Action Gating with Energies

In Poster Session 7

Yuan Lu ⋅ Dongqi Han ⋅ Yansen Wang ⋅ Dongsheng Li

[ Slides] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Reward Shaping Control Variates for Off-Policy Evaluation Under Sparse Rewards

In Poster Session 7

Ritam Majumdar ⋅ Finale Doshi-Velez ⋅ Sonali Parbhoo

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

When does predictive inverse dynamics outperform behavior cloning?

In Poster Session 7

Lukas Schäfer ⋅ Pallavi Choudhury ⋅ Abdelhak Lemkhenter ⋅ Chris Lovett ⋅ Somjit Nath ⋅ Luis França ⋅ Matheus Mendonca ⋅ Alex Lamb ⋅ Riashat Islam ⋅ Siddhartha Sen ⋅ John Langford ⋅ Katja Hofmann ⋅ Sergio Valcarcel Macua

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

$\text{DT}^\text{2}$: Decision-Targeted Digital Twins

In Poster Session 7

Harry Amad ⋅ Mihaela van der Schaar

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Q-SAM: Unlocking Sharpness-Aware Minimization for Generalization in Offline Reinforcement Learning

In Poster Session 7

Da Wang ⋅ Yi Ma ⋅ Ting Guo ⋅ Lin Li ⋅ Wei Wei ⋅ Jiye Liang

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Towards Efficient and Expressive Offline RL via Flow-Anchored Noise-conditioned Q-Learning

In Poster Session 7

Sungyoung Lee ⋅ Dohyeong Kim ⋅ Eshan Balachandar ⋅ Zelal Mustafaoglu ⋅ Keshav Pingali

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

InfraRL: A Benchmark for Constrained Resource Allocation in Large-Scale Infrastructure Asset Management

In Poster Session 7

Yantian Wang ⋅ Wenhao Li ⋅ Bo Jin

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

SMAC: Score-Matched Actor-Critics for Robust Offline-to-Online Transfer

In Poster Session 7

Nathan S. de Lara ⋅ Florian Shkurti

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Noisy-Space Policy Gradient for Diffusion Policies in Offline Reinforcement Learning

In Poster Session 7

Mahmoud Selim ⋅ Cristina Cipriani ⋅ Karl Johansson

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Regularized Offline Policy Optimization with Posterior Hybrid Bayesian Belief

In Poster Session 7

Hongqiang Lin ⋅ Pengfei Wang ⋅ Nenggan Zheng

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Preserving Expert-Level Privacy in Offline Reinforcement Learning

In Poster Session 7

Navodita Sharma ⋅ Vishnu Vinod ⋅ Abhradeep Guha Thakurta ⋅ Alekh Agarwal ⋅ Borja de Balle Pigem ⋅ Christoph Dann ⋅ Aravindan Raghuveer

[ URL] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Bottleneck-Guided Spectral Subgoals For Offline Goal-Conditioned RL

In Poster Session 7

Hebin Liang ⋅ Yi Ma ⋅ Chenjun Xiao ⋅ Zibin Dong ⋅ Zilin Cao ⋅ Fei Ni ⋅ Yifu Yuan ⋅ Jianye Hao

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Off-Policy Learning in Large Action Spaces: Optimization Matters More Than Estimation

In Poster Session 7

Imad AOUALI ⋅ Otmane Sakhi

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Cardinality-Invariant Neural Operator Policies for Scalable PDE Control

In Poster Session 7

Pietro Zanotta ⋅ Dibakar Sarkar ⋅ Honghui Zheng ⋅ Somdatta Goswami ⋅ Jan Drgona

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

SPAR: Support-Preserving Action Rectification

In Poster Session 7

Jiaxin Zhao ⋅ Weihang Pan ⋅ xun liang ⋅ Binbin Lin

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

RAMAC: Multimodal Risk-Aware Offline Reinforcement Learning and the Role of Behavior Regularization

In Poster Session 7

Kai Fukazawa ⋅ Kunal Mundada ⋅ Iman Soltani

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Frictional Q-Learning

In Poster Session 7

Hyunwoo Kim ⋅ Hyo Kyung Lee

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Q-Flow: Stable and Expressive Reinforcement Learning with Flow-based Policy

In Poster Session 7

JaeHyeok Doo ⋅ Byeongguk Jeon ⋅ Seonghyeon Ye ⋅ Kimin Lee ⋅ Minjoon Seo

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Geometric Control of Out-of-Distribution Shift in Safe Offline RL

In Poster Session 7

Zhiqi Zhuang ⋅ di wu ⋅ Benoit Boulet

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Improving LLM-Based Recommenders with Conservative Generative Flow Networks

In Poster Session 7

Xuan Yu ⋅ Feng Niu ⋅ Rui Zhu ⋅ Yudong Zhang ⋅ Xu Wang ⋅ Yang Wang

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

AdamO: A Collapse-Suppressed Optimizer for Offline RL

In Poster Session 7

Nan Qiao ⋅ Sheng Yue ⋅ Shuning Wang ⋅ Ju Ren

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Ariadne's Thread of LipSync: Unraveling Forgeries via Inconsistency between Lip Motions and Head Poses

In Poster Session 7

Tianyi She ⋅ Jiawei Liu ⋅ Weifeng Liu ⋅ Hanqing Zhao ⋅ Weiming Zhang ⋅ Kejiang Chen

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

SurrogateSHAP: Training-Free Contributor Attribution for Text-to-Image (T2I) Models

In Poster Session 7

MingYu Lu ⋅ Soham Gadgil ⋅ Chris Lin ⋅ Chanwoo Kim ⋅ Su-In Lee

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Mixture of Concept Bottleneck Experts

In Poster Session 7

Francesco De Santis ⋅ Gabriele Ciravegna ⋅ Giovanni De Felice ⋅ Arianna Casanova ⋅ Francesco Giannini ⋅ Michelangelo Diligenti ⋅ Mateo Espinosa Zarlenga ⋅ Pietro Barbiero ⋅ Johannes Schneider ⋅ Danilo Giordano

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

WMVLM: Evaluating Diffusion Model Image Watermarking via Vision-Language Models

In Poster Session 7

Zijin Yang ⋅ Yu Sun ⋅ Kejiang Chen ⋅ jiawei zhao ⋅ Jun Jiang ⋅ Weiming Zhang ⋅ Nenghai Yu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

COPF: An Online Framework for Deployment-Stable Counterfactual Fairness in Evolving Graphs

In Poster Session 7

Sheng'en Li ⋅ Dongmian Zou

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

MAFE: Enabling Equitable Algorithm Design in Multi-Agent Multi-Stage Decision-Making Systems

In Poster Session 7

Zachary Lazri ⋅ Anirudh Nakra ⋅ Ivan Brugere ⋅ Danial Dervovic ⋅ Antigoni Polychroniadou ⋅ Furong Huang ⋅ Dana Dachman-Soled ⋅ Min Wu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Maximin Relative Improvement: Fair Learning as a Bargaining Problem

In Poster Session 7

Jiwoo Han ⋅ Moulinath Banerjee ⋅ Yuekai Sun

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Demystifying the Optimal Fair Classifier in Multi-Class Classification

In Poster Session 7

Li Zhang ⋅ Yuyuan Li ⋅ XiaoHua Feng ⋅ Jiaming Zhang ⋅ Fengyuan Yu ⋅ Chaochao Chen

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Self-correcting for Debiasing Large Language Models

In Poster Session 7

Xuan Feng ⋅ Shuai Zhao ⋅ Luwei Xiao ⋅ Tianlong Gu ⋅ Bo An

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Position: Beyond Sensitive Attributes, ML Fairness Should Quantify Structural Injustice via Social Determinants

In Poster Session 7

Zeyu Tang ⋅ Alex John London ⋅ Atoosa Kasirzadeh ⋅ Sarah de Ramirez ⋅ Peter Spirtes ⋅ Kun Zhang ⋅ Sanmi Koyejo

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Differentiable Optimization Layers for Guaranteed Fairness in Deep Learning

In Poster Session 7

David Troxell ⋅ Noah Roemer ⋅ Guido Montufar

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Long-term Fairness with Selective Labels

In Poster Session 7

Giovani Valdrighi ⋅ Isabel Valera ⋅ Marcos M. Raimundo

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Locate then Correct: Debiasing Attention Heads in CLIP

In Poster Session 7

Wei Yeo ⋅ Rui Mao ⋅ Moloud Abdar ⋅ Ranjan Satapathy ⋅ Erik Cambria

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

FairGB: A Fair Granular-Ball Generation Method for Data Classification

In Poster Session 7

Qifen Yang ⋅ Yuhui Deng ⋅ Jiande Huang ⋅ Peng Zhou ⋅ Xiwen Lu ⋅ Lin Cui

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Position: Fairness Failure in Generative Models is an Evaluation Problem

In Poster Session 7

Mariia Vladimirova ⋅ Jean-Yves Franceschi ⋅ Thibaut Issenhuth

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Graph-Preference Learning: Debiasing Network-Sampled Human Feedback for Target Welfare Estimation

In Poster Session 7

Guangrui Fan ⋅ DanDan Liu ⋅ AZNUL SABRI ⋅ Pan Lihu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Density-Aware Translation of Spurious Correlations in Zero-Shot VLMs

In Poster Session 7

Afsaneh Hasanebrahimi ⋅ Hanxun Huang ⋅ Christopher Leckie ⋅ Sarah Erfani

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

FairSSL: Fair Multimodal Self-Supervised Learning

In Poster Session 7

Jiaee Cheong ⋅ Abtin Mogharabin ⋅ Paul Pu Liang ⋅ Hatice Gunes ⋅ Sinan Kalkan

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Fairness in Aggregation: Optimal Top-$k$ and Improved Full Ranking

In Poster Session 7

Alvin Hong Yao Yan ⋅ Diptarka Chakraborty ⋅ Arya Mazumdar ⋅ Barna Saha

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Fair Dataset Distillation via Cross-Group Barycenter Alignment

In Poster Session 7

Mohammad Hossein Moslemi ⋅ Nima Hosseini Dashtbayaz ⋅ Zhimin Mei ⋅ Boyu Wang ⋅ Bissan Ghaddar

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Adaptive Generation of Bias-Eliciting Questions for LLMs

In Poster Session 7

Robin Staab ⋅ Jasper Dekoninck ⋅ Maximilian Baader ⋅ Martin Vechev

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

HoloFair: Unified T2I Fairness Evaluation and Fair-GRPO Debiasing

In Poster Session 7

Ruyi Chen ⋅ Xiaogang Xu ⋅ Chiyu Zhang ⋅ Jiafei Wu ⋅ Liming Fang ⋅ Lu Zhou

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

FairRARI: A Plug and Play Framework for Fairness-Aware PageRank

In Poster Session 7

Emmanouil Kariotakis ⋅ Aritra Konar

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

A Game-Theoretic Framework for Measuring and Explaining Metric Compatibility in Fair Machine Learning

In Poster Session 7

Lingfeng Zhang ⋅ Jingran Yang ⋅ Zhaohui Wang ⋅ Min Zhang ⋅ Qing Zhang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Beyond Procedure: Substantive Fairness in Conformal Prediction

In Poster Session 7

Pengqi Liu ⋅ Zijun Yu ⋅ Mouloud Belbahri ⋅ Arthur Charpentier ⋅ Masoud Asgharian ⋅ Jesse Cresswell

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Extending Fair Null-Space Projections for Continuous Attributes to Kernel Methods

In Poster Session 7

Felix Störck ⋅ Fabian Hinder ⋅ CITEC Barbara Hammer

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Optimal Transport under Group Fairness Constraints

In Poster Session 7

Linus Bleistein ⋅ Mathieu Dagréou ⋅ Francisco Andrade ⋅ Thomas Boudou ⋅ Aurélien Bellet

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Test-Time Debiasing with Probabilistic Prompts via Wasserstein Distance in Vision-Language Models

In Poster Session 7

Chengye Wang ⋅ Yuyuan Li ⋅ XiaoHua Feng ⋅ Xiaolin Zheng ⋅ Chaochao Chen

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Language Bias in LVLMs: From In-Depth Analysis to Simple and Effective Mitigation

In Poster Session 7

Yangneng Chen ⋅ Jing Li

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Beyond the Trade-off: Unifying Fairness and Performance in Federated Learning

In Poster Session 7

Lin Wang ⋅ Zhichao Wang ⋅ Ye Shi ⋅ Sai Praneeth Reddy Karimireddy ⋅ Xiaoying Tang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Fair Classification with Efficient and Post-hoc Controllable Fairness-Accuracy Trade-off

In Poster Session 7

Maaya Sakata ⋅ Kazuto Fukuchi

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Fair Decisions from Calibrated Scores: Achieving Optimal Classification While Satisfying Sufficiency

In Poster Session 7

Etam Benger ⋅ Katrina Ligett

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Equalized Generative Treatment: Matching f-divergences for Fairness in Generative Models

In Poster Session 7

Alexandre Verine ⋅ Rafael Pinot ⋅ Florian Le Bronnec

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Position: Privacy Is a Claim, Not a Property of Synthetic Data

In Poster Session 7

Jiachen Zhao ⋅ Antonia Januszewicz ⋅ Taeho Jung

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Efficient privacy loss accounting for subsampling and random allocation

In Poster Session 7

Moshe Shenfeld ⋅ Vitaly Feldman

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

FlatLand: Personalized Graph Federated Learning via Tailored Lorentz Space

In Poster Session 7

Jiahong Liu ⋅ Ram Samarth B B ⋅ Xinyu Fu ⋅ Menglin Yang ⋅ Weixi Zhang ⋅ ZHITAO YING ⋅ Irwin King

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Random Erasing vs. Model Inversion: A Promising Defense or a False Hope?

In Poster Session 7

Viet-Hung Tran ⋅ Ngoc Nguyen ⋅ Thai Son Mai ⋅ Hans Vandierendonck ⋅ Ira Assent ⋅ Alex Kot ⋅ Ngai-Man (Man) Cheung

[ Poster] [ URL] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Differentially Private Continual Release with Relative Error

In Poster Session 7

Bo Li ⋅ Wei Wang ⋅ Peng Ye

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

FHAIM: Fully Homomorphic AIM for Private Synthetic Data Generation

In Poster Session 7

Mayank Kumar ⋅ Qian Lou ⋅ Paulo Barreto ⋅ Martine De Cock ⋅ Sikha Pentyala

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Multilingual Unlearning in LLMs: Transfer, Dynamics, and Reversibility

In Poster Session 7

Chaoyi Xiang ⋅ Olga Ohrimenko ⋅ Benjamin Rubinstein ⋅ Lea Frermann

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

PRISM: Gauge-Invariant Tangent-Space Differentially Private LoRA

In Poster Session 7

Shihao Wang ⋅ Xueru Zhang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Privasis: Synthesizing the Largest "Public" Private Dataset from Scratch

In Poster Session 7

Hyunwoo Kim ⋅ Niloofar Mireshghallah ⋅ Michael Duan ⋅ Rui Xin ⋅ Stella Li ⋅ Jaehun Jung ⋅ David Acuna ⋅ Qi Pang ⋅ Hanshen Xiao ⋅ Edward Suh ⋅ Sewoong Oh ⋅ Yulia Tsvetkov ⋅ Pang Wei Koh ⋅ Yejin Choi

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Eliminating Solution Bias in Differentially Private Optimization

In Poster Session 7

DONGRUN LI ⋅ YUN ZENG ⋅ Zibo Wei ⋅ Jiacheng Wei ⋅ Qinnan Zhang ⋅ Faguo Wu ⋅ Xiao Zhang ⋅ Zhiming Zheng

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

ACTG-ARL: Differentially Private Conditional Text Generation with RL-Boosted Control

In Poster Session 7

Yuzheng Hu ⋅ Ryan McKenna ⋅ Da Yu ⋅ Shanshan Wu ⋅ Han Zhao ⋅ Zheng Xu ⋅ Peter Kairouz

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Censoring with Plausible Deniability: Asymmetric Local Privacy for Multi-Category CDF Estimation

In Poster Session 7

Qirui Hu ⋅ Yi Liu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Heterogeneity-Aware Knowledge Sharing for Graph Federated Learning

In Poster Session 7

Wentao Yu ⋅ Sheng Wan ⋅ Shuo Chen ⋅ Bo Han ⋅ Chen Gong

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Differentially Private and Scalable Estimation of the Network Principal Component

In Poster Session 7

Alireza Khayatian ⋅ Anil Vullikanti ⋅ Aritra Konar

[ URL] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Towards Whole-corpus Reconstruction of Heterogeneous RAG Knowledge Bases

In Poster Session 7

Peiru Yang ⋅ Yi Luo ⋅ Zhenfeng Gao ⋅ Tong Ju ⋅ Haoran Zheng ⋅ Linjie Zhu ⋅ Hongke Fu ⋅ Qing Li ⋅ Shangguang Wang ⋅ Tao Qi

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Position: Verifiable Data Minimization is a Prerequisite for Responsible, Privacy-Preserving Industrial Vision

In Poster Session 7

Sander De Coninck ⋅ Sam Leroux ⋅ Pieter Simoens

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Finding Differentially Private Second Order Stationary Points in Stochastic Minimax Optimization

In Poster Session 7

Difei Xu ⋅ Youming Tao ⋅ Meng Ding ⋅ Chenglin Fan ⋅ Di Wang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Finding DoRI: Discovery of Retained Images in Diffusion Models

In Poster Session 7

Antoni Kowalczuk ⋅ Dominik Hintersdorf ⋅ Lukas Struppek ⋅ Kristian Kersting ⋅ Adam Dziedzic ⋅ Franziska Boenisch

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Efficient Public Verification of Private ML via Regularization

In Poster Session 7

Zoë R Bell ⋅ Anvith Thudi ⋅ Olive Franzese-McLaughlin ⋅ Nicolas Papernot ⋅ Shafi Goldwasser

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Improved Bounds for Private and Robust Alignment

In Poster Session 7

Wenqian Weng ⋅ Yi He ⋅ Xingyu Zhou

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Shuffling-Aware Optimization for Private Vector Mean Estimation

In Poster Session 7

Shun Takagi ⋅ Seng Pei Liew

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Trajectory-Aware Certified Decentralized Unlearning via SGD Stability

In Poster Session 7

Hengliang Wu ⋅ Jiale Yang ⋅ Youming Tao ⋅ Shuzhen Chen ⋅ Di Wang ⋅ Dongxiao Yu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

RECOVER:Reliable Detection of Unauthorized Data Usage in Text-to-Image Diffusion Models via Inversion Robustness

In Poster Session 7

Yanhao Wei ⋅ Xiaokang Zhao ⋅ Boheng Li ⋅ Yang Zhang ⋅ Run Wang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Preference-Calibrated Optimization with Score-Level Distribution Alignment for Text-to-Image Diffusion Model Unlearning

In Poster Session 7

Xiuyuan Wang ⋅ Weiming Liu ⋅ Hongyu Cai ⋅ Xin Gao ⋅ Fan Wang ⋅ Chaochao Chen ⋅ Xiaolin Zheng

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Leveraging Machine Unlearning for Cost-Efficient Preference Alignment

In Poster Session 7

XiaoHua Feng ⋅ Yuyuan Li ⋅ HuWei Ji ⋅ Li Zhang ⋅ Jiaming Zhang ⋅ Tianyu Du ⋅ Chaochao Chen

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

FedLog: Personalized Federated Classification with Less Communication and More Flexibility

In Poster Session 7

Haolin Yu ⋅ Guojun Zhang ⋅ Hongliang Li ⋅ Pascal Poupart

[ URL] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Position: Embodied AI Requires a Privacy-Utility Tradeoff

In Poster Session 7

Xiaoliang Fan ⋅ jiarui chen ⋅ Zhuodong Liu ⋅ Ziqi Yang ⋅ Peixuan Xu ⋅ Ruimin Shen ⋅ Junhui Liu ⋅ Jianzhong Qi ⋅ Cheng Wang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Accuracy-First Rényi Differential Privacy and Post-Processing Immunity

In Poster Session 7

Ossi Räisä ⋅ Antti Koskela ⋅ Antti Honkela

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

OptiFluence: Principled Design of Privacy Canaries

In Poster Session 7

Mohammad Yaghini ⋅ Michael Aerni ⋅ Junrui Zhang ⋅ Nicolas Papernot ⋅ Florian Tramer

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

PEARL: Differentially Private and Entropy-Aware Regulated Language Generation

In Poster Session 7

Seongho Joo ⋅ Hyukhun Koh ⋅ Kyomin Jung

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Privately Fine-Tuned LLMs Preserve Temporal Dynamics in Tabular Data

In Poster Session 7

Lucas Rosenblatt ⋅ Peihan Liu ⋅ Ryan McKenna ⋅ Natalia Ponomareva

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

OSNIP: Breaking the Privacy-Utility-Efficiency Trilemma in LLM Inference via Obfuscated Semantic Null Space

In Poster Session 7

Zhiyuan Cao ⋅ Zeyu Ma ⋅ Chenhao Yang ⋅ HAN ZHENG ⋅ Mingang Chen

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

FuseFSS: Efficient Secure LLM Inference with Function Secret Sharing

In Poster Session 7

Yuhan Ma ⋅ Yong Li ⋅ Stefan Schmid

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Efficient DP-SGD for LLMs with Randomized Clipping

In Poster Session 7

Enayat Ullah ⋅ Sai Aparna Aketi ⋅ Devansh Gupta ⋅ Huanyu Zhang ⋅ Meisam Razaviyayn

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Homophily-Heterogeneity Gradient Surgery for Federated Graph Learning

In Poster Session 7

Sujia Huang ⋅ Lele Fu ⋅ Shunxin Xiao ⋅ Xiaoya Zhang ⋅ Chunyan Xu ⋅ Tong Zhang ⋅ Bo Huang ⋅ Zhen Cui

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Making Models Unmergeable via Scaling-Sensitive Loss Landscape

In Poster Session 7

Minwoo Jang ⋅ Hoyoung Kim ⋅ Jabin Koo ⋅ Jungseul Ok

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Accelerating Regression Tasks with Quantum Algorithms

In Poster Session 7

Chenghua Liu ⋅ Zhengfeng Ji

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Theoretical Analysis of Sparse Optimization with Reparameterization, Weight Decay, and Adaptive Learning Rate

In Poster Session 7

Huangyu Xu ⋅ Jingqin Yang ⋅ Qianqian Xu ⋅ Jiaye Teng

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Is Spurious Correlation Removal Always Learnable?

In Poster Session 7

Yibo Zhou ⋅ Bo Li ⋅ Hai-Miao Hu ⋅ Hanzi Wang ⋅ Xiaokang Zhang ⋅ Ruifan Zhang

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Quadratically Regularized Optimal Transport: Localization Bounds and Affine Case Analysis

In Poster Session 7

Long Nguyen-Chi ⋅ Nam Nguyen ⋅ Binh T. Nguyen

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Quantum Algorithms for Triangle Cut Sparsification

In Poster Session 7

Shan Jiang ⋅ Pan Peng

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Search Space Synthesis for Parametric Functions

In Poster Session 7

Felix Laarmann ⋅ Andreas Pauly ⋅ Sebastian Buschjäger ⋅ Andrea Bommert ⋅ Jakob Rehof

[ Poster] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Understanding Generalization and Forgetting in In-Context Continual Learning

In Poster Session 7

Guangyu Li ⋅ Meng Ding ⋅ Lijie Hu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Theoretical Guarantees for One-Shot Magnitude Pruning and Compute-Adaptive Early Exit

In Poster Session 7

Erdem Koyuncu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Hedging on the frontier: Learning new tasks with few samples

In Poster Session 7

Tobias Wegel ⋅ Federico Di Gennaro ⋅ Geelon So ⋅ Fanny Yang

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Equilibrium Propagation for Non-Conservative Systems

In Poster Session 7

Antonino Emanuele Scurria ⋅ Dimitri Vanden Abeele ⋅ Bortolo Matteo Mognetti ⋅ Serge Massar

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Subgroup Discovery with the Cox Model

In Poster Session 7

Zachary Izzo ⋅ Iain Melvin

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Active Regression for Single-Index Models with Unknown Link Functions

In Poster Session 7

Chansophea Wathanak In ⋅ Yi Li ⋅ Wai Ming Tai ⋅ Xuan Wu

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Convex Basins in Single-Index Model Loss Landscapes: Applications to Robust Recovery under Strong Adversarial Corruption

In Poster Session 7

SANTANU DAS ⋅ Sagnik Chatterjee ⋅ jatin batra

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

An Exponential Separation Between Quantum and Quantum-Inspired Classical Algorithms for Linear Systems

In Poster Session 7

Allan Grønlund ⋅ Kasper Green Larsen

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Parameter-Masked Decoupled Optimization for Cross-Domain Class-Incremental Learning

In Poster Session 7

Ziqi Gu ⋅ Yangguang Liu ⋅ Wenxuan Fang ⋅ Baotong Su ⋅ Dan Wang ⋅ Tong Zhang ⋅ Chunyan Xu ⋅ Zhen Cui

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Improved Dynamic Algorithm for Non-monotone Submodular Maximization under Cardinality Constraint

In Poster Session 7

Morteza Monemizadeh ⋅ Kiarash Banihashem ⋅ Peyman Jabbarzade ⋅ MohammadTaghi Hajiaghayi ⋅ Samira Goudarzi

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Parsimonious Learning-Augmented Online Metric Matching

In Poster Session 7

Yongho Shin ⋅ Phanu Vajanopath

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Position: Quantum Kernel Machines Should Move Beyond Scalar-Valued Kernels to Realize Their Potential

In Poster Session 7

Hachem Kadri ⋅ Joachim Tomasi ⋅ Yuka Hashimoto ⋅ Sandrine Anthoine

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

State Space Model with Continuous Limit of HiPPO Matrix: Eigenvalue Analysis and Explicit Solution Formula

In Poster Session 7

Atsushi Takabatake ⋅ Takaharu Yaguchi

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

No Free Lunch: Non-Asymptotic Analysis of Prediction-Powered Inference

In Poster Session 7

Pranav Mani ⋅ Peng Xu ⋅ Zachary Lipton ⋅ Michael Oberst

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Multi-Round Human–AI Collaboration with User-Specified Requirements

In Poster Session 7

Sima Noorani ⋅ Shayan Kiyani ⋅ Hamed Hassani ⋅ George Pappas

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Length Generalization Bounds for Transformers

In Poster Session 7

Anthony Lin ⋅ Pascal Bergsträßer ⋅ Georg Zetzsche ⋅ Andy Yang ⋅ David Chiang

[ Slides] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Optimized Deferral for Imbalanced Settings

In Poster Session 7

Corinna Cortes ⋅ Anqi Mao ⋅ Mehryar Mohri ⋅ Yutao Zhong

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Follow-the-Perturbed-Leader for Decoupled Bandits: Best-of-Both-Worlds and Practicality

In Poster Session 7

Chaiwon Kim ⋅ Jongyeong Lee ⋅ Min-hwan Oh

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Bilinear Bandits with Partially Observable Features

In Poster Session 7

Wooseong Cho ⋅ Ji Hyeong Park ⋅ Min-hwan Oh

[ Slides] [ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Generalized Linear Bandits with Memory

In Poster Session 7

Heesang Ann ⋅ Hyun-jun Choi ⋅ Taehyun Hwang ⋅ Younghoon Shin ⋅ Haeju Cheong ⋅ Min-hwan Oh

[ OpenReview]

Poster

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ HALL A None

Practical and Optimal Algorithm for Linear Contextual Bandits with Rare Parameter Updates

In Poster Session 7

Sanghoon Yu ⋅ Min-hwan Oh

[ OpenReview]

Poster Session

Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None

Poster Session 7

Town Hall

Thu Jul 09 02:30 PM -- 03:30 PM (KST) @ HALL C None

Town Hall

Break

Thu Jul 09 03:00 PM -- 04:00 PM (KST) None

Coffee Break

Oral

Thu Jul 09 04:00 PM -- 04:15 PM (KST) @ GRAND BALLROOM 101-105 None

Position: Irresponsible AI: big tech’s influence on AI research and associated impacts

In Oral 6E Game Theory & Big Tech

Alex Hernandez-Garcia ⋅ Alexandra Volokhova ⋅ Ezekiel Williams ⋅ Dounia Shaaban Kabakibo ⋅ Mélisande Teng

[ OpenReview]

Oral

Thu Jul 09 04:00 PM -- 04:15 PM (KST) @ HALL D2 None

DOUBT: Decoupled Object-level Understanding and Bridging via vMF-based Trustworthiness for Hallucination Detection in MLLMs

In Oral 6C LLM Understanding & Reliability

Kaiqi Chen ⋅ Yang Qin ⋅ Changhao He ⋅ Xi Peng ⋅ Peng Hu

[ OpenReview]

Oral

Thu Jul 09 04:00 PM -- 04:15 PM (KST) @ HALL C None

Expressivity-Efficiency Tradeoffs for Hybrid Sequence Models

In Oral 6A LLMs

John Cooper ⋅ Mingchen Ma ⋅ Ilias Diakonikolas ⋅ Frederic Sala

[ OpenReview]

Oral

Thu Jul 09 04:00 PM -- 04:15 PM (KST) @ AUDITORIUM None

Position: AI/ML Deepfake Research is Misaligned with AI Generated Non-Consensual Intimate Imagery (AIG-NCII)

In Oral 6F Social Impacts: GenAI & Video

Qiwei Li ⋅ Wells Lucas Santo ⋅ Sarita Schoenebeck ⋅ Eric Gilbert

[ OpenReview]

Oral

Thu Jul 09 04:00 PM -- 04:15 PM (KST) @ ASEM BALLROOM 201-203 None

A Random Matrix Perspective on the Consistency of Diffusion Models

In Oral 6G Theory: Transformers & GNNs

Binxu Wang ⋅ Jacob A Zavatone-Veth ⋅ Cengiz Pehlevan

[ OpenReview]

Oral

Thu Jul 09 04:00 PM -- 04:15 PM (KST) @ HALL B2 None

$\tau^2$-Bench: Evaluating Conversational Agents in a Dual-Control Environment

In Oral 6B Agentic Systems

Victor Barres ⋅ Honghua Dong ⋅ Soham Ray ⋅ Xujie Si ⋅ Karthik Narasimhan

[ OpenReview]

Oral

Thu Jul 09 04:00 PM -- 04:15 PM (KST) @ HALL D1 None

Faster Activation Functions at the Edge for Post-Training Speedups

In Oral 6D Scalability, Software, Hardware

Anton Lydike ⋅ Jun Bi ⋅ Jackson Woodruff

[ OpenReview]

Oral Session

Thu Jul 09 04:00 PM -- 05:00 PM (KST) @ HALL C None

Oral 6A LLMs

Oral Session

Thu Jul 09 04:00 PM -- 05:00 PM (KST) @ HALL B2 None

Oral 6B Agentic Systems

Oral Session

Thu Jul 09 04:00 PM -- 05:00 PM (KST) @ HALL D2 None

Oral 6C LLM Understanding & Reliability

Oral Session

Thu Jul 09 04:00 PM -- 05:00 PM (KST) @ HALL D1 None

Oral 6D Scalability, Software, Hardware

Oral Session

Thu Jul 09 04:00 PM -- 05:00 PM (KST) @ GRAND BALLROOM 101-105 None

Oral 6E Game Theory & Big Tech

Oral Session

Thu Jul 09 04:00 PM -- 05:00 PM (KST) @ AUDITORIUM None

Oral 6F Social Impacts: GenAI & Video

Oral Session

Thu Jul 09 04:00 PM -- 05:00 PM (KST) @ ASEM BALLROOM 201-203 None

Oral 6G Theory: Transformers & GNNs

Oral

Thu Jul 09 04:15 PM -- 04:30 PM (KST) @ HALL D2 None

Learning to Theorize the World from Observation

In Oral 6C LLM Understanding & Reliability

Doojin Baek ⋅ Gyubin Lee ⋅ Junyeob Baek ⋅ Hosung Lee ⋅ Sungjin Ahn

[ OpenReview]

Oral

Thu Jul 09 04:15 PM -- 04:30 PM (KST) @ ASEM BALLROOM 201-203 None

Equivalence of Context and Parameter Updates in Modern Transformer Blocks

In Oral 6G Theory: Transformers & GNNs

Adrian Goldwaser ⋅ Michael Munn ⋅ Xavi Gonzalvo ⋅ Benoit Dherin

[ OpenReview]

Oral

Thu Jul 09 04:15 PM -- 04:30 PM (KST) @ AUDITORIUM None

GoodDiffusion: Proactive Copyright Protection for Diffusion Generative Models via Learnable Sample-specific Signatures

In Oral 6F Social Impacts: GenAI & Video

Shixi Qin ⋅ zhiyong yang ⋅ Shilong Bao ⋅ Zitai Wang ⋅ Qianqian Xu ⋅ Qingming Huang

[ OpenReview]

Oral

Thu Jul 09 04:15 PM -- 04:30 PM (KST) @ HALL C None

How much can language models memorize?

In Oral 6A LLMs

John Morris ⋅ Chawin Sitawarin ⋅ Narine Kokhlikyan ⋅ Chuan Guo ⋅ Edward Suh ⋅ Alexander Rush ⋅ Kamalika Chaudhuri ⋅ Saeed Mahloujifar

[ OpenReview]

Oral

Thu Jul 09 04:15 PM -- 04:30 PM (KST) @ GRAND BALLROOM 101-105 None

Equilibrium Pricing in Oligopolistic Data Markets

In Oral 6E Game Theory & Big Tech

Bhaskar Ray Chaudhury ⋅ Jugal Garg ⋅ Eklavya Sharma ⋅ Jiaxin Song

[ OpenReview]

Oral

Thu Jul 09 04:15 PM -- 04:30 PM (KST) @ HALL D1 None

FlashSinkhorn: IO-Aware Entropic Optimal Transport on GPU

In Oral 6D Scalability, Software, Hardware

Felix X.-F. Ye ⋅ Xingjie Li ⋅ An Yu ⋅ Ming-Ching Chang ⋅ LINSONG CHU ⋅ Davis Wertheimer

[ Slides] [ OpenReview]

Oral

Thu Jul 09 04:15 PM -- 04:30 PM (KST) @ HALL B2 None

Characterizing Agents in Production

In Oral 6B Agentic Systems

Melissa Pan ⋅ Negar Arabzadeh ⋅ Riccardo Cogo ⋅ Yuxuan Zhu ⋅ Alexander Xiong ⋅ Lakshya A Agrawal ⋅ Huanzhi Mao ⋅ Emma Shen ⋅ Sid Pallerla ⋅ Liana Patel ⋅ Shu Liu ⋅ Tianneng Shi ⋅ Xiaoyuan Liu ⋅ Jared Davis ⋅ Emmanuele Lacavalla ⋅ Alessandro Basile ⋅ Shuyi Yang ⋅ Paul Castro ⋅ Daniel Kang ⋅ Koushik Sen ⋅ Dawn Song ⋅ Joseph E Gonzalez ⋅ Ion Stoica ⋅ Matei Zaharia ⋅ Marquita Ellis

[ OpenReview]

Oral

Thu Jul 09 04:30 PM -- 04:45 PM (KST) @ GRAND BALLROOM 101-105 None

Nash Equilibria in Games with Playerwise Concave Coupling Constraints: Existence and Computation

In Oral 6E Game Theory & Big Tech

Philip Jordan ⋅ Maryam Kamgarpour

[ OpenReview]

Oral

Thu Jul 09 04:30 PM -- 04:45 PM (KST) @ HALL C None

Prescriptive Scaling Reveals the Evolution of Language Model Capabilities

In Oral 6A LLMs

Hanlin Zhang ⋅ Jikai Jin ⋅ Vasilis Syrgkanis ⋅ Sham Kakade

[ OpenReview]

Oral

Thu Jul 09 04:30 PM -- 04:45 PM (KST) @ ASEM BALLROOM 201-203 None

Focus and Dilution: The Multi-stage Learning Process of Attention

In Oral 6G Theory: Transformers & GNNs

Zheng-An Chen ⋅ Pengxiao Lin ⋅ Zhi-Qin John Xu ⋅ Tao Luo

[ OpenReview]

Oral

Thu Jul 09 04:30 PM -- 04:45 PM (KST) @ AUDITORIUM None

Orthogonal Concept Erasure for Diffusion Models

In Oral 6F Social Impacts: GenAI & Video

Yuhao Sun ⋅ Lingyun Yu ⋅ Hao-Xiang Xu ⋅ Fengyuan Miao ⋅ Zhuoer Xu ⋅ Hongtao Xie

[ OpenReview]

Oral

Thu Jul 09 04:30 PM -- 04:45 PM (KST) @ HALL D2 None

On the Limits of LLM Adaptability: Impact of LLM Pre-Training on Annotation Task Performance

In Oral 6C LLM Understanding & Reliability

Etienne Casanova ⋅ Rafal Kocielnik ⋅ R. Michael Alvarez

[ OpenReview]

Oral

Thu Jul 09 04:30 PM -- 04:45 PM (KST) @ HALL B2 None

CVE-Factory: Scaling Expert-Level Agentic Tasks for Code Security Vulnerability

In Oral 6B Agentic Systems

Xianzhen Luo ⋅ Jingyuan Zhang ⋅ Shiqi Zhou ⋅ JinYang Huang ⋅ Chuan Xiao ⋅ Qingfu Zhu ⋅ Zhiyuan Ma ⋅ YUE XING ⋅ Yang Yue ⋅ WencongZeng ⋅ Wanxiang Che

[ OpenReview]

Oral

Thu Jul 09 04:30 PM -- 04:45 PM (KST) @ HALL D1 None

FlashSketch: Sketch-Kernel Co-Design for Fast Sparse Sketching on GPUs

In Oral 6D Scalability, Software, Hardware

Rajat Vadiraj Dwaraknath ⋅ Sungyoon Kim ⋅ Mert Pilanci

[ OpenReview]

Oral

Thu Jul 09 04:45 PM -- 05:00 PM (KST) @ HALL D2 None

Towards Long-Horizon Interpretability: Efficient and Faithful Multi-Token Attribution for Reasoning LLMs

In Oral 6C LLM Understanding & Reliability

Wenbo Pan ⋅ Zhichao Liu ⋅ Xianlong Wang ⋅ Yu Haining ⋅ Xiaohua Jia

[ OpenReview]

Oral

Thu Jul 09 04:45 PM -- 05:00 PM (KST) @ AUDITORIUM None

Privacy-Aware Video Anomaly Detection: Guided Orthogonal Projection and a Comprehensive Evaluation Framework

In Oral 6F Social Impacts: GenAI & Video

Wenxiang Diao ⋅ Lei Wang ⋅ Andrew Busch ⋅ Jun Zhou ⋅ Yongsheng Gao

[ OpenReview]

Oral

Thu Jul 09 04:45 PM -- 05:00 PM (KST) @ ASEM BALLROOM 201-203 None

Which Algorithms Can Graph Neural Networks Learn?

In Oral 6G Theory: Transformers & GNNs

Solveig Wittig ⋅ Antonis Vasileiou ⋅ Robert R. Nerem ⋅ Timo Stoll ⋅ Floris Geerts ⋅ Yusu Wang ⋅ Christopher Morris

[ OpenReview]

Oral

Thu Jul 09 04:45 PM -- 05:00 PM (KST) @ HALL B2 None

OMAC: A Holistic Optimization Framework for LLM-Based Multi-Agent Collaboration

In Oral 6B Agentic Systems

Shijun Li ⋅ Hilaf Hasson ⋅ Joydeep Ghosh

[ OpenReview]

Oral

Thu Jul 09 04:45 PM -- 05:00 PM (KST) @ HALL C None

Procedural Pretraining: Warming Up Language Models with Abstract Data

In Oral 6A LLMs

Liangze Jiang ⋅ Zachary Shinnick ⋅ Anton Hengel ⋅ Hemanth Saratchandran ⋅ Damien Teney

[ OpenReview]

Oral

Thu Jul 09 04:45 PM -- 05:00 PM (KST) @ GRAND BALLROOM 101-105 None

What Preferences Can—and Cannot—Predict in Multi-Agent Online Learning

In Oral 6E Game Theory & Big Tech

Omar Abbadi ⋅ Rida Laraki ⋅ Panayotis Mertikopoulos

[ OpenReview]

Oral

Thu Jul 09 04:45 PM -- 05:00 PM (KST) @ HALL D1 None

SoftJAX & SoftTorch: Empowering Automatic Differentiation Libraries with Informative Gradients

In Oral 6D Scalability, Software, Hardware

Anselm Paulus ⋅ Andreas René Geist ⋅ Vit Musil ⋅ Sebastian Hoffmann ⋅ Georg Martius

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Step-Size Stability in Stochastic Optimization: A Theoretical Perspective

In Poster Session 8

Fabian Schaipp ⋅ Robert Gower ⋅ Adrien Taylor

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Towards Understanding Massive Activations in Attention Sink Mechanism

In Poster Session 8

Haiyu Wang ⋅ Yuanyuan Lin

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

CMI-RewardBench: Evaluating Music Reward Models with Compositional Multimodal Instruction

In Poster Session 8

Yinghao Ma ⋅ Haiwen Xia ⋅ Hewei Gao ⋅ Weixiong Chen ⋅ Ye Yuxin ⋅ Yuchen Yang ⋅ Sungkyun Chang ⋅ Mingshuo Ding ⋅ Yizhi Li ⋅ Ruibin Yuan ⋅ Simon Dixon ⋅ Emmanouil Benetos

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

On Effectiveness and Efficiency of Agentic Tool-calling and RL Training

In Poster Session 8

Tong Liu ⋅ Cheng Qian ⋅ Matej Cief ⋅ Yuan He ⋅ Daniele Dan ⋅ Nikolaos Aletras ⋅ Gabriella Kazai

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Position: AGI Requires a Coordination Layer on Top of Pattern Repositories

In Poster Session 8

Edward Chang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Opt-Verifier: Unleashing the Power of LLMs for Optimization Modeling via Dual-Side Verification

In Poster Session 8

Haoyang Liu ⋅ Jie Wang ⋅ Boxuan Niu ⋅ Xiongwei Han ⋅ Yian Xu ⋅ Mingxuan Ye ⋅ Zijie Geng ⋅ Fangzhou Zhu ⋅ Tao Zhong ⋅ Mingxuan Yuan ⋅ Jianye Hao

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

SonicMaster: Towards Controllable All-in-One Music Restoration and Mastering

In Poster Session 8

Jan Melechovsky ⋅ Ambuj Mehrish ⋅ Abhinaba Roy ⋅ Dorien Herremans

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Investigating Component Contributions in Multi-Agent ML Systems

In Poster Session 8

Junsung Kim ⋅ Ilia Mireskandari ⋅ Seungwan Son ⋅ Yifan Zhou ⋅ Khizer Shahid ⋅ Dylan Dai

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Co-RedTeam: Orchestrated Security Discovery and Exploitation with LLM Agents

In Poster Session 8

Pengfei He ⋅ Ash Fox ⋅ Lesly Miculicich ⋅ Stefan Friedli ⋅ Daniel Fabian ⋅ Burak Gokturk ⋅ Jiliang Tang ⋅ Chen-Yu Lee ⋅ Tomas Pfister ⋅ Long T. Le

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Group Cognition Learning: Making Everything Better Through Controlled Two-Stage Agents Collaboration

In Poster Session 8

Chunlei Meng ⋅ Pengbin Feng ⋅ Rong Fu ⋅ Hoi Leong Lee ⋅ Xiaojing Du ⋅ Yuying Li ⋅ Zeyu Zhang ⋅ Weilin Zhou ⋅ Chun Ouyang ⋅ Zhongxue Gan

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Omni-Perception Policy Optimization for Multimodal Emotion Reasoning

In Poster Session 8

Zhiyuan Han ⋅ Beier Zhu ⋅ Wenwen Tong ⋅ Pengyang Shao ⋅ Peipei Song ⋅ Xinyi Wang ⋅ Jiangnan Chen ⋅ Lewei Lu ⋅ Xun Yang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Position: Quantum Program Generation Must Prioritize Validity Over Probabilistic Scaling

In Poster Session 8

Junhao Song ⋅ Yu Zhou ⋅ William J. Knottenbelt ⋅ Yudong Cao

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

AnalogVerifier: A Neuro-Symbolic Framework for Analog Circuit Verification

In Poster Session 8

Yanfang Liu ⋅ Mingjun Wang ⋅ Peng XU ⋅ Rongliang Fu ⋅ Bei Yu ⋅ Tsung-Yi Ho

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Order Matters: Unveiling the Hidden Impact of Macro Placement Sequences via Proxy-Guided LLM Evolution

In Poster Session 8

Shibing Mo ⋅ Jing Liu ⋅ Jianchu Xu ⋅ Ruilin Wu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

FullStack-Agent: Enhancing Agentic Full-Stack Web Coding via Development-Oriented Testing and Repository Back-Translation

In Poster Session 8

Zimu Lu ⋅ Houxing Ren ⋅ Yunqiao Yang ⋅ Ke Wang ⋅ Zhuofan Zong ⋅ Mingjie Zhan ⋅ Hongsheng Li

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Grounding LLMs in Scientific Discovery via Embodied Actions

In Poster Session 8

Bo Zhang ⋅ Jinfeng Zhou ⋅ Yuxuan Chen ⋅ Jianing Yin ⋅ Minlie Huang ⋅ Hongning Wang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

SL-VC: A Benchmark and Automated Framework for Separation Logic Verification Condition Proving

In Poster Session 8

Hanyang Wang ⋅ Xiwei Wu ⋅ Qinxiang Cao

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

BuildArena: A Physics‑Aligned Interactive Benchmark of LLMs for Engineering Construction

In Poster Session 8

Tian Xia ⋅ Tianrun Gao ⋅ Wenhao Deng ⋅ Long Wei ⋅ Xiaowei Qian ⋅ Chenglei Yu ⋅ Tailin Wu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

CodeTaste: Can LLMs Generate Human-Level Code Refactorings?

In Poster Session 8

Alex Thillen ⋅ Niels Mündler ⋅ Veselin Raychev ⋅ Martin Vechev

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Gecko: A Simulation Environment with Stateful Feedback for Refining Agent Tool Calls

In Poster Session 8

Zeyu Zhang ⋅ Guohao Li ⋅ Zhenchang Xing ⋅ Alexandros Apostolopoulos ⋅ Yu Lin Lee ⋅ Liang Zheng

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

AdvEvo-MARL: Shaping Internalized Safety through Adversarial Co-Evolution in Multi-Agent Reinforcement Learning

In Poster Session 8

Zhenyu Pan ⋅ Yiting Zhang ⋅ Zhuo Liu ⋅ Yolo Tang ⋅ Zeliang Zhang ⋅ Haozheng Luo ⋅ Chenwei Xu ⋅ Yuwei Han ⋅ Jianshu Zhang ⋅ Dennis Wu ⋅ Hong-Yu Chen ⋅ Haoran Lu ⋅ Haoyang Fang ⋅ Manling Li ⋅ Chenliang Xu ⋅ Philip Yu ⋅ Han Liu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

$\tau^2$-Bench: Evaluating Conversational Agents in a Dual-Control Environment

In Poster Session 8

Victor Barres ⋅ Honghua Dong ⋅ Soham Ray ⋅ Xujie Si ⋅ Karthik Narasimhan

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Improving ML attacks on LWE with data repetition and stepwise regression

In Poster Session 8

Alberto Alfarano ⋅ Eshika Saxena ⋅ Emily Wenger ⋅ Francois Charton ⋅ Kristin Lauter

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Escaping Whack-a-Mole: Code Documentation Optimization via Dependency-Guided Bi-level Search

In Poster Session 8

Yutong Cheng ⋅ Haifeng Chen ⋅ Wenchao Yu ⋅ Xujiang Zhao ⋅ Peng Gao ⋅ Wei Cheng

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

CALM Before the STORM: Unlocking Native Reasoning for Optimization Modeling

In Poster Session 8

Zhengyang Tang ⋅ Zihan Ye ⋅ Chenyu Huang ⋅ Xuhan Huang ⋅ Chengpeng Li ⋅ Sihang Li ⋅ Guanhua CHEN ⋅ Ming Yan ⋅ Zizhuo Wang ⋅ Hongyuan Zha ⋅ Dayiheng Liu ⋅ Benyou Wang

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Autoregressive, Yet Revisable: In Decoding Revision for Secure Code Generation

In Poster Session 8

Chengran Yang ⋅ zichao wei ⋅ Heminghao Deng ⋅ Jinfeng Jiang ⋅ Zhensu Sun ⋅ Ting Zhang ⋅ Tianyi Wu ⋅ Ming Wen ⋅ David Lo

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

MOOSE-Star: Unlocking Tractable Training for Scientific Discovery by Breaking the Complexity Barrier

In Poster Session 8

Zonglin Yang ⋅ Lidong Bing

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

$G^2$-Reader: Dual Evolving Graphs for Multimodal Document QA

In Poster Session 8

Yaxin Du ⋅ Junru Song ⋅ Yifan Zhou ⋅ Cheng Wang ⋅ Jiahao Gu ⋅ Zimeng Chen ⋅ Menglan Chen ⋅ Wen Yao ⋅ Yang Yang ⋅ Ying Wen ⋅ Siheng Chen

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Grounded in Reality: Learning and Deploying Proactive LLM from Offline Logs

In Poster Session 8

Fei Wei ⋅ Daoyuan Chen ⋅ Ce Wang ⋅ Yilun Huang ⋅ Yushuo Chen ⋅ Xuchen Pan ⋅ Yaliang Li ⋅ Bolin Ding

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

AOEB: Benchmarking Agent-Oriented Multimodal Embeddings

In Poster Session 8

Xin Zhang ⋅ Jiaxin Xu ⋅ mengjia zhou ⋅ Xinping Zhao ⋅ Yinghui Li ⋅ di yin ⋅ Xing Sun ⋅ Meishan Zhang ⋅ Baotian Hu ⋅ Wenjie Li ⋅ Min zhang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

On Path to Multimodal Historical Reasoning: HistBench and HistAgent

In Poster Session 8

Jiahao Qiu ⋅ Fulian Xiao ⋅ Yimin Wang ⋅ Yuchen Mao ⋅ Yijia Chen ⋅ Xinzhe Juan ⋅ Siran Wang ⋅ Xuan Qi ⋅ Tongcheng Zhang ⋅ Zixin Yao ⋅ Jiacheng Guo ⋅ Yifu Lu ⋅ Charles Argon ⋅ Jundi Cui ⋅ Daixin Chen ⋅ Junran Zhou ⋅ Shuyao Zhou ⋅ Zhanpeng Zhou ⋅ Ling Yang ⋅ Shilong Liu ⋅ Hongru WANG ⋅ Kaixuan Huang ⋅ xun jiang ⋅ Xi Gao ⋅ Mengdi Wang

[ Slides] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

AppWorld-UL: Benchmarking Diverse Agent-User Interactions for Tool-Use

In Poster Session 8

Junzhi Chen ⋅ Harsh Trivedi ⋅ Jane Pan ⋅ Michael Zhang ⋅ Tejas Srinivasan ⋅ Niranjan Balasubramanian ⋅ Ashish Sabharwal

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

EXVERUS: Verus Proof Repair via Counterexample Reasoning

In Poster Session 8

Jun Yang ⋅ Yuechun Sun ⋅ Yi Wu ⋅ Rodrigo Caridad ⋅ Yongwei Yuan ⋅ Jianan Yao ⋅ Shan Lu ⋅ Kexin Pei

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

MEnvAgent: Scalable Polyglot Environment Construction for Verifiable Software Engineering

In Poster Session 8

Chuanzhe Guo ⋅ Jingjing Wu ⋅ Sijun He ⋅ Yang Chen ⋅ Zhaoqi Kuang ⋅ Shilong Fan ⋅ Bingjin Chen ⋅ Siqi Bao ⋅ Jing Liu ⋅ Hua Wu ⋅ Qingfu Zhu ⋅ Wanxiang Che ⋅ Haifeng Wang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

JADE: Expert-Grounded Dynamic Evaluation for Open-Ended Professional Tasks

In Poster Session 8

Lanbo Lin ⋅ Jiayao Liu ⋅ Tianyuan Yang ⋅ Li Cai ⋅ Yuanwu Xu ⋅ Lei Wei ⋅ TT ⋅ Guannan Zhang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

AgentSelect: Benchmark for Narrative Query-to-Agent Recommendation

In Poster Session 8

Yunxiao Shi ⋅ Wujiang Xu ⋅ Tingwei Chen ⋅ Haoning Shang ⋅ Ling Yang ⋅ Yunfeng Wan ⋅ Zhuo Cao ⋅ Xing Zi ⋅ Dimitris Metaxas ⋅ Min Xu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

InteractScience: Programmatic and Visually-Grounded Evaluation of Interactive Scientific Demonstration Code Generation

In Poster Session 8

Qiaosheng Chen ⋅ Yang Liu ⋅ Lei Li ⋅ Kai Chen ⋅ Qipeng Guo ⋅ Gong Cheng ⋅ fei yuan

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

SciNet: Evaluating AI Agents in Relation-Aware Scientific Literature Retrieval

In Poster Session 8

Chenyang Shao ⋅ Fengli Xu ⋅ Yong Li

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

PPT-Eval: A Benchmark for Computer-Use Agents on PowerPoint Tasks

In Poster Session 8

Apurva Gandhi ⋅ Vishwas Suryanarayanan ⋅ Firoz Shaik ⋅ Raja Anwar ⋅ Shubhang Desai ⋅ Thong Nguyen ⋅ Muhammad Raza ⋅ Vishal Chowdhary ⋅ Graham Neubig

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Editable Proof Sketch for Automated Theorem Proving

In Poster Session 8

Zikai Xiao ⋅ Hanzheng Wang ⋅ Meng-Hao Guo ⋅ Shi-min Hu ⋅ Shing-Tung Yau

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

LOVE: Benchmarking and Evaluating Text-to-Video Generation and Video-to-Text Interpretation

In Poster Session 8

Jiarui Wang ⋅ Huiyu Duan ⋅ Ziheng Jia ⋅ Zicheng Zhang ⋅ Yu Zhao ⋅ Juntong Wang ⋅ Guangtao Zhai ⋅ Xiongkuo Min

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

CRAMER: Control via Request-Aware Masking for Editing Recommenders

In Poster Session 8

Zhiyuan Su ⋅ Naihe Feng ⋅ Zhen (Luther) Qin ⋅ Ga Wu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

LocalV: Exploiting Information Locality for IP-level Verilog Generation

In Poster Session 8

Hanqi Lyu ⋅ Di Huang ⋅ Yaoyu Zhu ⋅ Kangcheng Liu ⋅ Bohan Dou ⋅ Chongxiao Li ⋅ Pengwei Jin ⋅ Shuyao Cheng ⋅ Rui Zhang ⋅ Zidong Du ⋅ Qi Guo ⋅ Xing Hu ⋅ Yunji Chen

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

CVE-Factory: Scaling Expert-Level Agentic Tasks for Code Security Vulnerability

In Poster Session 8

Xianzhen Luo ⋅ Jingyuan Zhang ⋅ Shiqi Zhou ⋅ JinYang Huang ⋅ Chuan Xiao ⋅ Qingfu Zhu ⋅ Zhiyuan Ma ⋅ YUE XING ⋅ Yang Yue ⋅ WencongZeng ⋅ Wanxiang Che

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

MathlibLemma: Folklore Lemma Generation and Benchmark for Formal Mathematics

In Poster Session 8

Xinyu Liu ⋅ Zixuan Xie ⋅ Amir Moeini ⋅ Claire Chen ⋅ Shuze Liu ⋅ Yu Meng ⋅ Aidong Zhang ⋅ Shangtong Zhang

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Spiral RoPE: Rotate Your Rotary Positional Embeddings in the 2D Plane

In Poster Session 8

Haoyu Liu ⋅ Sucheng Ren ⋅ Tingyu Zhu ⋅ Peng Wang ⋅ Cihang Xie ⋅ Alan Yuille ⋅ Zeyu Zheng ⋅ Feng Wang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

AmbiRefer3D: 3D Visual Grounding with Referential Ambiguity

In Poster Session 8

Rongjiang Zhu ⋅ Wei Kang ⋅ Zeqi Liu ⋅ Chen junyu ⋅ Shuo Yang ⋅ Xinxiao Wu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

FastSESR: Fast Scene-level Explicit Surface Reconstruction

In Poster Session 8

Jueqi Liu ⋅ Xuechao Zou ⋅ Congyan Lang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

3D Scene Assertion Verification

In Poster Session 8

Jun Lin ⋅ Jiayu Ding ⋅ Xiangtian Si ⋅ Xitong Cao ⋅ Lixin Hong ⋅ Zhang Chen ⋅ Chenxi Lv ⋅ Wenqian Wang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

ExpAlign: Expectation-Guided Vision–Language Alignment for Open-Vocabulary Grounding

In Poster Session 8

Junyi Hu ⋅ Tian Bai ⋅ Fengyi Wu ⋅ Wenyan Li ⋅ Zhenming Peng ⋅ Yi ZHANG

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

G$^2$TAM: Geometry Grounded Track Anything Model

In Poster Session 8

Chenming Zhu ⋅ Peizhou Cao ⋅ Jingli Lin ⋅ Wenbo Hu ⋅ Yunlong Ran ⋅ Tai Wang ⋅ Jiangmiao Pang ⋅ Xihui Liu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Beyond Single-View Indexing: Structure-Aware Multi-View Retrieval for Knowledge-Based VQA

In Poster Session 8

Hao Wang ⋅ Xujia Li ⋅ Lei Chen

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

WeatherSyn: An Instruction Tuning MLLM For Weather Forecasting Report Generation

In Poster Session 8

Zinan Zheng ⋅ Yang Liu ⋅ Nuo Chen ⋅ Juepeng Zheng ⋅ Hong Cheng ⋅ Jia Li

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

ScaleErasure: Inference-Time Minimal Intervention for Precise Concept Erasure in Next-Scale Autoregressive Image Generation

In Poster Session 8

Cong Wang ⋅ Haiyu Wu ⋅ Zhiwei Jiang ⋅ Zifeng Cheng ⋅ SHEN FEI ⋅ Yafeng Yin ⋅ Qing Gu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Does Reasoning Improve Seeing? Understanding When Vision-Language Models Benefit from Thinking

In Poster Session 8

Jing Bi ⋅ Luchuan Song ⋅ Dingxin Zhang ⋅ Pinxin Liu ⋅ Guangyu Sun ⋅ Lianggong Wen ⋅ Weidong Cai ⋅ Chen Chen ⋅ Chenliang Xu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

MLLM-4D: Towards Visual-based Spatial-Temporal Intelligence

In Poster Session 8

Xingyilang Yin ⋅ Chengzhengxu Li ⋅ Jiahao Chang ⋅ Chi-Man Pun ⋅ Xiaodong Cun

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Neutral-Reference Prompting for Vision–Language Models

In Poster Session 8

Senmao Tian ⋅ Xiang Wei ⋅ Shunli Zhang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

VividCam: Learning Unconventional Camera Motions from Virtual Synthetic Videos

In Poster Session 8

Qiucheng Wu ⋅ Handong Zhao ⋅ Zhixin Shu ⋅ Jing Shi ⋅ Yang Zhang ⋅ Shiyu Chang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

ObjEmbed: Towards Universal Multimodal Object Embeddings

In Poster Session 8

Shenghao Fu ⋅ Yukun Su ⋅ Fengyun Rao ⋅ Jing LYU ⋅ Xiaohua Xie ⋅ Wei-Shi Zheng

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

MoDA: Modulation Adapter for Fine-Grained Visual Understanding in Instructional MLLMs

In Poster Session 8

Wayner Barrios ⋅ Andrés Villa ⋅ Juan Leon Alcazar ⋅ SouYoung Jin ⋅ Bernard Ghanem

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

TopAdapter: Topology-Aware Prompt Tuning for Efficient Point Cloud Understanding

In Poster Session 8

Changshuo Wang ⋅ Shuting He ⋅ Xiang Fang ⋅ Weijun Li ⋅ Yixian Shen ⋅ Mingkun Xu ⋅ Zhongtian Sun ⋅ Prayag Tiwari

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

CLIP Tricks You: Training-free Token Pruning for Efficient Pixel Grounding in Large Vision-Language Models

In Poster Session 8

Sangin Lee ⋅ Yukyung Choi

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

VIP: Visual-guided Prompt Evolution for Efficient Dense Vision-Language Inference

In Poster Session 8

Hao Zhu ⋅ Shuo Jin ⋅ Wenbin Liao ⋅ Jiayu Xiao ⋅ Yan Zhu ⋅ Siyue Yu ⋅ Feng Dai

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

OpenGPT-4o-Image: A Comprehensive Dataset for Advanced Image Generation and Editing

In Poster Session 8

zhihong Chen ⋅ Xuehai Bai ⋅ Yang Shi ⋅ Chaoyou Fu ⋅ Huanyu Zhang ⋅ Haotian Wang ⋅ Xiaoyan Sun ⋅ Zhang Zhang ⋅ Liang Wang ⋅ Yuanxing Zhang ⋅ Pengfei Wan ⋅ Yi-Fan Zhang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

PixCLIP: Towards Fine-grained Vision-Language Understanding via Any-granularity Pixel-Text Alignment

In Poster Session 8

YiCheng Xiao ⋅ Yu Chen ⋅ Hao-Xuan Ma ⋅ Jiale Hong ⋅ Caorui Li ⋅ Lingxiang Wu ⋅ Haiyun Guo ⋅ Jinqiao Wang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

SphericalDreamer: Generating Navigable Immersive 3D Worlds with Panorama Fusion

In Poster Session 8

Antoine Schnepf ⋅ Karim Kassab ⋅ Flavian Vasile ⋅ Andrew Comport

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

RefChess: Monte-Carlo Move Selection for Zero-Shot Referring Image Segmentation

In Poster Session 8

Shiyan Tong ⋅ Jinxia Zhang ⋅ Zhiyuan Wang ⋅ Hao Tian ⋅ YingYing Wang ⋅ Kanjian Zhang ⋅ Haikun Wei

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

BabyVision: Visual Reasoning Beyond Language

In Poster Session 8

Liang Chen ⋅ Weichu Xie ⋅ Liang Yiyan ⋅ Hongfeng He ⋅ Haozhe Zhao ⋅ Zhibo Yang ⋅ Zhiqi Huang ⋅ Haoning Wu ⋅ Haoyu Lu ⋅ Y.Charles ⋅ Yiping Bao ⋅ YuanTao Fan ⋅ Guopeng Li ⋅ Haiyang Shen ⋅ Xuanzhong Chen ⋅ Wendong Xu ⋅ Shuzheng Si ⋅ Zefan Cai ⋅ Wenhao Chai ⋅ Ziqi Huang ⋅ Fangfu Liu ⋅ Tianyu Liu ⋅ Baobao Chang ⋅ Ming Wu ⋅ Xiaobo Hu ⋅ Kaiyuan Chen ⋅ Yixin Ren ⋅ Yang Liu ⋅ Yuan Gong ⋅ Kuan Li

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Repositioning the Subject within Image

In Poster Session 8

Yikai Wang ⋅ Chenjie Cao ⋅ Ke Fan ⋅ Qiaole Dong ⋅ Yifan Li ⋅ Xiangyang Xue ⋅ Yanwei Fu

[ URL] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

ImpText: A Benchmark and Tool-Augmented Framework for Implicit Text Reasoning

In Poster Session 8

Litao Guo ⋅ Jinsong Zhou ⋅ Shuaibo Li ⋅ Man CHEN ⋅ Xinli Xu ⋅ Zixin Zhang ⋅ Harold Haodong Chen ⋅ YINGCONG CHEN

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

GemDepth: Geometry-Embedded Features for 3D-Consistent Video Depth

In Poster Session 8

Yuecheng Liu ⋅ Junda Cheng ⋅ Longliang Liu ⋅ Wenjing Liao ⋅ Hanrui Cheng ⋅ Yuzhou Wang ⋅ Xin Yang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Task-Aware Mechanism: Hybrid MoE Vision Tower Towards Holistic Video Understanding

In Poster Session 8

Qishen Yin ⋅ Tanghui Jia ⋅ Peng Jin ⋅ Hao Li ⋅ Juntong Wu ⋅ Guanlin Lu ⋅ Li Yuan

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

InfoGlobe: Local-and-Global Information-Preserving Statistical Manifold Learning for Single-Cell Transcriptomics

In Poster Session 8

Cheng Wang ⋅ Jinpu Cai ⋅ Chongxiao Mao ⋅ Yuxuan Wang ⋅ Xinzhu Jiang ⋅ Yunhao Qiao ⋅ Luqi Yang ⋅ Luting Zhou ⋅ Qiuyu Lian ⋅ Hongyi Xin

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Towards Docking-oriented De Novo Ligand Design via Gradient Inversion

In Poster Session 8

Zekai Chen ⋅ Xunkai Li ⋅ Sirui Zhang ⋅ Henan Sun ⋅ Jia Li ⋅ Qiangqiang Dai ⋅ Hongchao Qin ⋅ Zhenjun Li ⋅ Bing Zhou ⋅ Rong-Hua Li ⋅ Guoren Wang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

VecMol: Vector-Field Representations for 3D Molecule Generation

In Poster Session 8

Yuchen Hua ⋅ Xingang Peng ⋅ Jianzhu Ma ⋅ Muhan Zhang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Beyond Independent Genes: Learning Module-Inductive Representations for Gene Perturbation Prediction

In Poster Session 8

Jiafa Ruan ⋅ Zongxin Yang ⋅ Ruijie Quan ⋅ Liyang Xu ⋅ Yi Yang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

SP-Mind: An Autonomous Reasoning Agent for Spatial Proteomics Analysis

In Poster Session 8

YuCheng Yuan ⋅ Ji Yuanfeng ⋅ Zhongxiao Li ⋅ Ruijiang Li

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Discrete Diffusion with Physical Mass Constraints for \emph{De Novo} Peptide Sequencing

In Poster Session 8

Zeyu An ⋅ Wanyu LIN

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Conditionally Site-Independent Neural Evolution of Antibody Sequences

In Poster Session 8

Stephen Lu ⋅ Aakarsh Vermani ⋅ Kohei Sanno ⋅ Jiarui Lu ⋅ Frederick Matsen ⋅ Milind Jagota ⋅ Yun Song

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

MoLF: Mixture-of-Latent-Flow for Pan-Cancer Spatial Gene Expression Prediction from Histology

In Poster Session 8

Susu Hu ⋅ Stefanie Speidel

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Bridging Dynamics and Data: A Unified Diffusion Framework for Mechanistically-Informed Epidemic Forecasting

In Poster Session 8

Guanghui Min ⋅ Tianhao Huang ⋅ Ke Wan ⋅ Qi Wang ⋅ Chen Chen

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Asymmetric Contrastive Objectives for Efficient Phenotypic Screening

In Poster Session 8

Luke Nightingale ⋅ Joseph Tuersley ⋅ Scott Warchal ⋅ Andrea Cairoli ⋅ Jacob Howes ⋅ Cameron Shand ⋅ Andrew Powell ⋅ Darren Green ⋅ Amy Strange ⋅ Michael Howell

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

SynerMedGen: Synergizing Medical Multimodal Understanding with Generation via Task Alignment

In Poster Session 8

Weiren Zhao ⋅ DONG Yi ⋅ Cheng Chen

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Preference-based Antibody Expression Ranking: Scaling with Large-scale Weak Supervision

In Poster Session 8

Josh Sun ⋅ Morteza Babaie ⋅ Wenyang hou ⋅ Mark Crowley ⋅ David Young

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

MutAtlas: A PDB-Wide Energy-Guided Atlas of Protein Mutation Effects

In Poster Session 8

Ruihan Guo ⋅ Chaoran Cheng ⋅ Zhanghan Ni ⋅ Neil He ⋅ Bangji Yang ⋅ Ge Liu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

CellBRIDGE: Learning Cellular Trajectories via Interaction-Aware Alignment

In Poster Session 8

Silas Ruhrberg Estevez ⋅ Nicolas Huynh ⋅ Tennison Liu ⋅ Roderik Kortlever ⋅ Gerard Evan ⋅ David Bentley ⋅ Mihaela van der Schaar

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

PepCompass: Navigating Peptide Embedding Spaces Using Riemannian Geometry

In Poster Session 8

Marcin Możejko ⋅ Adam Bielecki ⋅ Jurand Prądzyński ⋅ Marcin Traskowski ⋅ Antoni Janowski ⋅ Hyun-Su Lee ⋅ Marcelo Torres ⋅ Michal Kmicikiewicz ⋅ Paulina Szymczak ⋅ Karol Jurasz ⋅ Michał Kucharczyk ⋅ Cesar de la Fuente-Nunez ⋅ Ewa Szczurek

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Proteo-R1: Thinking Foundation Models for De Novo Protein Binder Design

In Poster Session 8

Fang Wu ⋅ Li Erran Li ⋅ Weihao Xuan ⋅ Heli Qi ⋅ Zeqi Zhou ⋅ Hanqun CAO ⋅ Heng-Jui Chang ⋅ Haokai Zhao ⋅ Jian Ma ⋅ Zijian Ma ⋅ Yu-Chi Cheng ⋅ Robert Tang ⋅ Zehong Wang ⋅ Kuan Pang ⋅ Hanchen Wang ⋅ Kejun Ying ⋅ Pan Lu ⋅ Chiho Im ⋅ Seungju Han ⋅ Peng Xia ⋅ Yinxi Li ⋅ Guanlue Li ⋅ Tinson Xu ⋅ Deyao Zhu ⋅ Pheng Ann Heng ⋅ Naoto Yokoya ⋅ Masashi Sugiyama ⋅ Jure Leskovec ⋅ Yejin Choi

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

MolAlign3D: Enhancing Fixed-Dimensional E(3)-Equivariant Latent Space for High-Fidelity 3D Molecular Reconstruction and Editing

In Poster Session 8

Zitao Chen ⋅ Jiatong Ji ⋅ Yinjun Jia ⋅ Wei-Ying Ma ⋅ Yanyan Lan

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Geometric Pocket-Centric Protein Encoding for Polypharmacology-Guided Multi-Target Drug Design

In Poster Session 8

Haoran liu ⋅ Xiaoli Lin ⋅ Jing Hu ⋅ Yu Zou ⋅ Xiaolong Zhang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Med-Scout: Curing MLLMs' Geometric Blindness in Medical Perception via Geometry-Aware RL Post-Training

In Poster Session 8

Anglin Liu ⋅ Ruichao Chen ⋅ Yi Lu ⋅ Hongxia Xu ⋅ Jintai Chen

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Influence-Guided Symbolic Regression: Scientific Discovery via LLM-Driven Equation Search with Granular Feedback

In Poster Session 8

Evgeny S. Saveliev ⋅ Samuel Holt ⋅ Nabeel Seedat ⋅ David Bentley ⋅ Jim Weatherall ⋅ Mihaela van der Schaar

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

iLoRA: Bayesian Low-Rank Adaptation with Latent Interaction Graphs for Microbiome Diagnosis

In Poster Session 8

Yang Song ⋅ Yixuan Zhang ⋅ Lingfa Meng ⋅ Tongyuan Hu ⋅ Haizhou Shi ⋅ Hao Wang ⋅ Samir Bhatt ⋅ Hengguan Huang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

ProMiSE: Protein Multi-state Structure Evaluation Benchmark in Biological Contexts

In Poster Session 8

Bonjae Ku ⋅ Seeun Kim ⋅ Yubeen Kim ⋅ Hahnbeom Park ⋅ Chaok Seok

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

PDAgent: An LLM-Driven Autonomous Agent Framework Towards *In Silico* Protein Design via Directed Mutation

In Poster Session 8

Song Ouyang ⋅ Zhijie Dong ⋅ Yong Luo ⋅ Kehua Su ⋅ Huangxuan Zhao ⋅ Miaojing Shi ⋅ Bo Du

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

UniMedVL: Unifying Medical Multimodal Understanding and Generation through Observation-Knowledge-Analysis

In Poster Session 8

Junzhi Ning ⋅ Wei Li ⋅ Cheng Tang ⋅ Jiashi Lin ⋅ Chenglong Ma ⋅ Chaoyang Zhang ⋅ Jiyao Liu ⋅ Ying Chen ⋅ Shujian Gao ⋅ Lihao Liu ⋅ Yuandong Pu ⋅ Huihui Xu ⋅ Chenhui Gou ⋅ Ziyan Huang ⋅ Yi Xin ⋅ Qi Qin ⋅ Zhongying Deng ⋅ Diping Song ⋅ Bin Fu ⋅ Guang Yang ⋅ Ji Yuanfeng ⋅ Tianbin Li ⋅ Yanzhou Su ⋅ Jin Ye ⋅ SHIXIANG TANG ⋅ Ming Hu ⋅ Junjun He

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

EpiCoCo: De Novo Epitope Generation via MHC-Context Co-Modeling and Contrastive Affinity Guidance

In Poster Session 8

Haoyang Luan ⋅ Gufeng Yu ⋅ Letian Chen ⋅ Zhenran Xiao ⋅ Yueshan Huang ⋅ Junkun Guo ⋅ Yang Yang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

scChord: A Probabilistic Manifold Rectification Framework for RNA-to-Protein Translation

In Poster Session 8

Jiawei Zhang ⋅ Kangjun Jin ⋅ Shuai Xiao ⋅ Jiachen Yang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Token-Sparse Medical Multimodal Reasoning via Dual-Stream Reinforcement Learning

In Poster Session 8

Kaitao Chen ⋅ Weiqian Zhao ⋅ Jiamin Wu ⋅ Qihao Zheng ⋅ Shangquan Sun ⋅ Chunfeng Song ⋅ Xiaosong Wang ⋅ Mu Zhou ⋅ Mianxin Liu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

PDFBench: A Benchmark for De Novo Protein Design from Function

In Poster Session 8

Jiahao Kuang ⋅ Nuowei Liu ⋅ Changzhi Sun ⋅ Jie Wang ⋅ Tao Ji ⋅ Yuanbin Wu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

TD3B: Transition-Directed Discrete Diffusion for Allosteric Binder Generation

In Poster Session 8

Hanqun CAO ⋅ Aastha Pal ⋅ Sophia Tang ⋅ Yinuo Zhang ⋅ Jingjie Zhang ⋅ Pheng Ann Heng ⋅ Pranam Chatterjee, PhD

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

MedSIGHT: Towards Grounded Visual Comprehension in Medical Large Vision-Language Models

In Poster Session 8

Aofei Chang ⋅ Le Huang ⋅ Alex Boyd ⋅ parminder bhatia ⋅ Taha Kass-Hout ⋅ Fenglong Ma ⋅ Cao Xiao

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

DeCoDe: Decoupling Binding Position and Molecular Conformation in 3D Ligand Diffusion for Structure-Based Drug Design

In Poster Session 8

Julong Yang ⋅ Wen Huang ⋅ Junhui Chen ⋅ Jian Peng

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Steering Large Language Models through the DMTA Cycle: Structure-Based Drug Design via Knowledge-Driven Bi-Level Thompson Sampling

In Poster Session 8

Xuanning Hu ⋅ Hao Tuo ⋅ Jinglong Ji ⋅ Anchen Li ⋅ Qianli Xing ⋅ Bo Yang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Mitigating Surgical Data Imbalance with Dual-Prediction Video Diffusion Model

In Poster Session 8

Danush Kumar Venkatesh ⋅ Adam Schmidt ⋅ Muhammad Abdullah Jamal ⋅ Omid Mohareri

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

ProtDBench: A Unified Benchmark of Protein Binder Design and Evaluation

In Poster Session 8

Cong Liu ⋅ Milong Ren ⋅ Jiaqi Guan ⋅ Chengyue Gong ⋅ Jinyuan Sun ⋅ Xinshi Chen ⋅ Wenzhi Xiao

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Rethinking Federated Prompt Learning for Medical Images: From Textual Tuning to Visual Manifold Anchoring

In Poster Session 8

Yipan Wei ⋅ Wenke Huang ⋅ Yapeng Li ⋅ He Li ⋅ Qixin Zhang ⋅ Mang Ye ⋅ Bo Du

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Learning Adaptive Topology with FiLM-Guided Distillation for Tertiary Structure-Based RNA Design

In Poster Session 8

Zixun Zhang ⋅ Yuncheng Jiang ⋅ Yuzhe Zhou ⋅ Jiayou Zheng ⋅ Shuguang Cui ⋅ Zhen Li

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

DC-W2S: Dual-Consensus Weak-to-Strong Training for Reliable Process Reward Modeling in Biological Reasoning

In Poster Session 8

Chi-Min Chan ⋅ Ehsan Hajiramezanali ⋅ Xiner Li ⋅ Edward De Brouwer ⋅ Carl Edwards ⋅ Wei Xue ⋅ Sirui Han ⋅ Yike Guo ⋅ Gabriele Scalia

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Guideline-Grounded Evidence Accumulation for High-Stakes Agent Verification

In Poster Session 8

Yichi Zhang ⋅ Nabeel Seedat ⋅ Yinpeng Dong ⋅ Peng Cui ⋅ Jun Zhu ⋅ Mihaela van der Schaar

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

PhaseCoder: Microphone Geometry-Agnostic Spatial Audio Understanding for Multimodal LLMs

In Poster Session 8

Artem Dementyev ⋅ Wazeer Zulfikar ⋅ Sinan Hersek ⋅ Pascal Getreuer ⋅ Anurag Kumar ⋅ Vivek Kumar

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Self-Guidance: Enhancing Neural Codecs via Decoder Manifold Alignment

In Poster Session 8

Xiang Li ⋅ Yixuan Zhou ⋅ Xie ⋅ Zhiyong Wu ⋅ Hui Wang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Training-Free Multimodal Large Language Model Orchestration

In Poster Session 8

Tianyu Xie ⋅ Yuexiao Ma ⋅ Yuhang Wu ⋅ Wang Chen ⋅ Jiayi Ji ⋅ Tat-Seng Chua ⋅ Xiawu Zheng ⋅ Rongrong Ji

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

S3Audio: Towards Streaming Synchronized Spatial Audio Generation via Autoregressive Diffusion Transformer

In Poster Session 8

Ke Lei ⋅ Yu Zhang ⋅ Changhao Pan ⋅ Xueyi Pu ⋅ Wenxiang Guo ⋅ Ruiqi Li ⋅ Zhou Zhao

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

SAM Audio: Segment Anything in Audio

In Poster Session 8

Bowen Shi ⋅ Andros Tjandra ⋅ John Hoffman ⋅ Helin Wang ⋅ YI-CHIAO WU ⋅ Luya Gao ⋅ Julius Richter ⋅ Matthew Le ⋅ Apoorv Vyas ⋅ Sanyuan Chen ⋅ Christoph Feichtenhofer ⋅ Piotr Dollár ⋅ Wei-Ning Hsu ⋅ Ann Lee

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Do Audio LLMs Listen or Read? Analyzing and Mitigating Paralinguistic Failures with VoxParadox

In Poster Session 8

Jiacheng Pang ⋅ Ashutosh Chaubey ⋅ Mohammad Soleymani

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

NaviAgent: Graph‑Driven Bilevel Planning for Scalable Tool Orchestration

In Poster Session 8

Yan Jiang ⋅ HAO ZHOU ⋅ Lizhong Gu ⋅ Tianlong Li ⋅ Ruinan Jin ⋅ Wanqi Zhou ⋅ Ai Han

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

OMAC: A Holistic Optimization Framework for LLM-Based Multi-Agent Collaboration

In Poster Session 8

Shijun Li ⋅ Hilaf Hasson ⋅ Joydeep Ghosh

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Graph-R1: Towards Agentic GraphRAG Framework via End-to-end Reinforcement Learning

In Poster Session 8

Haoran Luo ⋅ Haihong E ⋅ Guanting Chen ⋅ Qika Lin ⋅ Yikai Guo ⋅ Fangzhi Xu ⋅ Zemin Kuang ⋅ Meina Song ⋅ Xiaobao Wu ⋅ Yifan Zhu ⋅ Anh Tuan Luu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Scaling Transformers for End-to-End Discrete Audio Tokenization

In Poster Session 8

Yitian Gong ⋅ Kuangwei Chen ⋅ Zhaoye Fei ⋅ Xiaogui Yang ⋅ Ke Chen ⋅ Yang Wang ⋅ Kexin Huang ⋅ Mingshu Chen ⋅ Ruixiao Li ⋅ Qinyuan Cheng ⋅ Shimin Li ⋅ Xipeng Qiu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

HieraMAS: Optimizing Intra-Node LLM Mixtures and Inter-Node Topology for Multi-Agent Systems

In Poster Session 8

Tianjun Yao ⋅ Zhaoyi Li ⋅ Zhiqiang Shen

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Context-Driven Incremental Compression for Multi-Turn Dialogue Generation

In Poster Session 8

Yeongseo Jung ⋅ Jaehyeok Kim ⋅ Eunseo Jung ⋅ Jiachuan Wang ⋅ Yongqi Zhang ⋅ Ka Chun Cheung ⋅ Simon See ⋅ Lei Chen

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Dual-View Predictive Diffusion: Lightweight Speech Enhancement via Spectrogram-Image Synergy

In Poster Session 8

Ke Xue ⋅ Rongfei Fan ⋅ Kai Li ⋅ Shanping Yu ⋅ Puning Zhao ⋅ Jianping An

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

PosterAgent: Agentic Poster Generation via Stage-Aware Reinforcement Learning

In Poster Session 8

Zhuocheng Yu ⋅ Feng Zhang ⋅ Sujian Li ⋅ Kai Jia

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

CoCoEmo: Composable and Controllable Human-Like Emotional TTS via Activation Steering

In Poster Session 8

Siyi Wang ⋅ Shihong Tan ⋅ Siyi Liu ⋅ Hong Jia ⋅ Gongping Huang ⋅ James Bailey ⋅ Ting Dang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Neural-Inspired Modeling of Auditory Selection and Compensation for Audio-Visual Speech Separation

In Poster Session 8

Xinmeng Xu ⋅ Haoran Xie ⋅ Xiaohui Tao ⋅ Lin Li ⋅ S. Joe Qin

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Beyond Confidence: Adaptive and Coherent Decoding for Diffusion Language Models

In Poster Session 8

Kecheng Chen ⋅ Ziru Liu ⋅ Xijia Tao ⋅ Hui Liu ⋅ Xinyu Fu ⋅ Suiyun Zhang ⋅ Dandan Tu ⋅ Lingpeng Kong ⋅ Rui Liu ⋅ Haoliang Li

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Does Reinforcement Fine-Tuning Improve Generalization of LLM Agents? An Empirical Study

In Poster Session 8

Zhiheng Xi ⋅ Xin Guo ⋅ Jiaqi Liu ⋅ Jiazheng Zhang ⋅ Yutao Fan ⋅ Zhihao Zhang ⋅ Shichun Liu ⋅ Mingxu Chai ⋅ Xiaowei Shi ⋅ Yitao Zhai ⋅ Xunliang Cai ⋅ Tao Gui ⋅ Qi Zhang ⋅ Xuanjing Huang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Reinforcing Real-world Service Agents: Balancing Utility and Cost in Task-oriented Dialogue

In Poster Session 8

Ning Gao ⋅ Wei Zhang ⋅ Yuqin Dai ⋅ Ling Shi ⋅ Ziyin Wang ⋅ Yujie Wang ⋅ Wei He ⋅ Jinpeng Wang ⋅ Chaozheng Wang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

ConsMSA: Semantic Distribution Consistency Learning for Multimodal Sentiment Analysis

In Poster Session 8

Pan Wang ⋅ Lipeng Ke ⋅ Huajun Ying ⋅ Pritish Mohapatra ⋅ Rohan Sarkar ⋅ Suresh Lakhani ⋅ sankar venkataraman ⋅ Jingtong Hu

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

How Far Can LLM Agents Reason with Tables? Benchmarking Multi-Turn Agentic Table Question Answering in the Wild

In Poster Session 8

Jingwang Huang ⋅ Jie Zhang ⋅ Haoyang Zeng ⋅ Changzai Pan ⋅ Xianjie Wu ⋅ Guanting Dong ⋅ Jiaheng Liu ⋅ Wei Zhang ⋅ Mingyu Zheng ⋅ Chunxiao Liu ⋅ Kaiwen Wei ⋅ Jiang Zhong ⋅ Jian Yang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

STAR-VAE: Structured Topology-Aware Regularization for Audio Reconstruction and Generation

In Poster Session 8

Huadai Liu ⋅ Wen Wang ⋅ Kaicheng Luo ⋅ Qian Chen ⋅ Xiangang Li ⋅ Wei Xue

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Toward Robust Multilingual Adaptation of LLMs for Low-Resource Languages

In Poster Session 8

Haolin Li ⋅ Haipeng Zhang ⋅ Mang Li ⋅ Yaohua Wang ⋅ Lijie Wen ⋅ Yu Zhang ⋅ Biqing Huang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Plan Then Action: High-Level Planning Guidance Reinforcement Learning for LLM Reasoning

In Poster Session 8

Zhihao Dou ⋅ Qinjian Zhao ⋅ Zhongwei Wan ⋅ Zhang Dinggen ⋅ Weida Wang ⋅ Benteng Chen ⋅ Towsif Raiyan ⋅ Qingtao Pan ⋅ Yang Ouyang ⋅ Chaoda Song ⋅ Zhiqiang Gao ⋅ shufei zhang ⋅ Sumon Biswas

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Learning to Theorize the World from Observation

In Poster Session 8

Doojin Baek ⋅ Gyubin Lee ⋅ Junyeob Baek ⋅ Hosung Lee ⋅ Sungjin Ahn

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

RTInfer: Exploiting Concurrency for Multiple Real-Time DNN Inference on Edge GPUs

In Poster Session 8

Renjie Li ⋅ Tong Sun ⋅ Yi Gao ⋅ Wei Dong

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Forgetting Whenever You Want: A Decentralized Continual Learning Framework with On-Demand Unlearning

In Poster Session 8

Xiao Zhang ⋅ Zengzhe Chen ⋅ Mingyi Li ⋅ Jing Qiao ⋅ Fuzhen Zhuang ⋅ YUAN YUAN ⋅ Dongxiao Yu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Optimal Splitting of Language Models from Mixtures to Specialized Domains

In Poster Session 8

Skyler Seto ⋅ Pierre Ablin ⋅ Anastasiia Filippova ⋅ Jiayuan Ye ⋅ Louis Béthune ⋅ Angelos Katharopoulos ⋅ David Grangier

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Can Muon Fine-tune Adam-Pretrained Models?

In Poster Session 8

Xingyu Qu ⋅ Peigeng Huang ⋅ Samuel Horváth

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

A Formal Comparison Between Chain of Thought and Latent Thought

In Poster Session 8

Kevin Xu ⋅ Issei Sato

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Memory Caching: RNNs with Growing Memory

In Poster Session 8

Ali Behrouz ⋅ Zeman Li ⋅ Yuan Deng ⋅ Peilin Zhong ⋅ Meisam Razaviyayn ⋅ Vahab Mirrokni

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

PsumQuant: In-line Post-training Partial Sum Quantizer for Energy Efficient NPU Inference

In Poster Session 8

Sangwoo Hwang ⋅ Yeeun Hong ⋅ Jaeha Kung

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Beyond Majority Voting: Self-Reflective Test-Time Reinforcement Learning for LLM Reasoning

In Poster Session 8

Sitong Wu ⋅ Haoru Tan ⋅ Xichen Zhang ⋅ Bin Xia ⋅ Shaofeng Zhang ⋅ XIAOJUAN QI ⋅ Bei Yu ⋅ Jiaya Jia

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

PLoRA: Efficient Concurrent LoRA Training for Large Language Models

In Poster Session 8

Minghao Yan ⋅ Zhuang Wang ⋅ Zhen Jia ⋅ Shivaram Venkataraman ⋅ Yida Wang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Self-Soupervision: Cooking Model Soups without Labels

In Poster Session 8

Anthony Fuller ⋅ James Green ⋅ Evan Shelhamer

[ Slides] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Towards On-Policy SFT: Distribution Discriminant Theory and its Applications in LLM Training

In Poster Session 8

Miaosen Zhang ⋅ Yishan Liu ⋅ Shuxia Lin ⋅ Qi Dai ⋅ Chong Luo ⋅ Baining Guo ⋅ Weihao Jiang ⋅ Peng Hou ⋅ Anxiang Zeng ⋅ Xu Yang ⋅ Xin Geng

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Convolutional Learnable-Group Weightless Neural Network

In Poster Session 8

Qinhong Ma ⋅ Yulin Chen ⋅ Zhiwei Fan ⋅ Suzhen Wu ⋅ Bo Mao

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

FAFO: Lossy KV Cache Compression for Lossless Inference Acceleration via Draftless Fumble Decoding

In Poster Session 8

Hoang Anh Duy Le ⋅ Shaochen (Henry) Zhong ⋅ Yifan Lu ⋅ Yingtong Dou ⋅ Jiayi Yuan ⋅ Yu-Neng Chuang ⋅ Xiran Fan ⋅ Guanchu Wang ⋅ Yuzhong Chen ⋅ Xia Hu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Modular Pretraining Enables Access Control

In Poster Session 8

Ethan Roland ⋅ Murat Cubuktepe ⋅ Erick Martinez ⋅ Stijn Servaes ⋅ Keenan Pepper ⋅ Michael Vaiana ⋅ Diogo de Lucena ⋅ Judd Rosenblatt ⋅ Addie Foote ⋅ Cem Anil ⋅ Alex Cloud

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

On the Expressive Power of Permutation-Equivariant Weight-Space Networks

In Poster Session 8

Adir Dayan ⋅ Yam Eitan ⋅ Haggai Maron

[ Slides] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

MCP-Persona: Benchmarking LLM Agents on Personalized MCP Tools and Tasks

In Poster Session 8

WenHao Wang ⋅ Peizhi Niu ⋅ Gongyi Zou ⋅ Xiyuan Yang ⋅ Jingxing Wang ⋅ Haoting Shi ⋅ Yaxin Du ⋅ Jingyi Chai ⋅ Xianghe Pang ⋅ shuo tang ⋅ Yanfeng Wang ⋅ Siheng Chen

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

LATMiX: Learnable Affine Transformations for Microscaling Quantization of LLMs

In Poster Session 8

Ofir Gordon ⋅ Lior Dikstein ⋅ Arnon Netzer ⋅ Idan Achituve ⋅ Hai Victor Habi

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Dissecting Quantization Error: A Concentration-Alignment Perspective

In Poster Session 8

Marco Federici ⋅ Boris van Breugel ⋅ Paul Whatmough ⋅ Markus Nagel

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Grokking Finite-Dimensional Algebra

In Poster Session 8

Pascal Jr Tikeng Notsawo ⋅ Guillaume Dumas ⋅ Guillaume Rabusseau

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Patterning: The Dual of Interpretability

In Poster Session 8

George Wang ⋅ Daniel Murfet

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Shortcut-Resistant CAM Distillation for Long-Tailed Recognition

In Poster Session 8

Wenhai Wan ⋅ Teng Zhang ⋅ Shao-Yuan Li ⋅ Xinrui Wang ⋅ Qiang-Sheng Hua ⋅ Songcan Chen

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

FlashOptim: Memory Efficient Optimizers for Large-Scale Training

In Poster Session 8

Jose Javier Gonzalez Ortiz ⋅ Abhay Gupta ⋅ Christopher Rinard ⋅ Davis Blalock

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Language as a Wave Phenomenon: Semantic Phase Locking and Interference in Neural Networks

In Poster Session 8

Alper YILDIRIM ⋅ İbrahim Yücedağ

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

DIVER: Diving Deeper into Distilled Data via Expressive Semantic Recovery

In Poster Session 8

Qianxin Xia ⋅ Zhiyong Shu ⋅ Wenbo Jiang ⋅ Jiawei Du ⋅ Jielei Wang ⋅ Guoming Lu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Mitigating Reward Hacking in LLM-based Recommendation: A Preference Optimization Approach

In Poster Session 8

Heyu Chen ⋅ Junkang Wu ⋅ Guoqing Hu ⋅ Kexin Huang ⋅ Xiang Wang ⋅ Jiancan Wu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

LumiNet: Perception-Driven Knowledge Distillation via Statistical Logit Calibration

In Poster Session 8

MD ISMAIL HOSSAIN ⋅ M M Lutfe Elahi ⋅ Sameera Ramasinghe ⋅ Ali Cheraghian ⋅ Fuad Rahman ⋅ Nabeel Mohammed ⋅ Shafin Rahman

[ URL] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

A Consensus Anchor-guided Hypergraph Framework For Incomplete Multi-view Clustering

In Poster Session 8

Yipin Hu ⋅ Yanxi Liu ⋅ Fangxi Liu ⋅ Yanwei Yu ⋅ Lei Meng ⋅ Jie Wen ⋅ Guoqing Chao

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Ego3S: Select, Strengthen, and Synchronize for Efficient Egocentric Reasoning

In Poster Session 8

Shenshen Li ⋅ Kaiyuan Deng ⋅ RuoHuai Xie ⋅ Xing Xu ⋅ Heng Tao Shen ⋅ Yazhou Yao ⋅ Fumin Shen

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Equivariant Covariance Tensors: Guaranteed SPD Uncertainty for Tensor-Valued Geometric Learning

In Poster Session 8

Ruihan Liu ⋅ Yu Ji ⋅ Jianbo Yu ⋅ Shifu Yan ⋅ Qingchao Jiang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

On the origin of neural scaling laws: from random graphs to natural language

In Poster Session 8

Maissam Barkeshli ⋅ Alberto Alfarano ⋅ Andrey Gromov

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Equilibrium Reasoners: Learning Attractors Enables Scalable Reasoning

In Poster Session 8

Benhao Huang ⋅ Zhengyang Geng ⋅ Zico Kolter

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Hierarchical Retrieval at Scale: Bridging Transparency and Efficiency

In Poster Session 8

Shubham Gupta ⋅ Zichao Li ⋅ Tianyi Chen ⋅ Cem Subakan ⋅ Siva Reddy ⋅ Perouz Taslakian ⋅ Valentina Zantedeschi

[ Slides] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Diffeomorphism-Equivariant Neural Networks

In Poster Session 8

Josephine Elisabeth Oettinger ⋅ Zakhar Shumaylov ⋅ Johannes Bostelmann ⋅ Jan Lellmann ⋅ Carola-Bibiane Schönlieb

[ Slides] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Euler–Poincaré Neural Dynamics: A Geometric-Mechanics Framework for Scientific Simulation

In Poster Session 8

Jiwoong Kim ⋅ Jongwon Lee ⋅ Sungwoo Park

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Spatially-Adaptive Gradient Re-parameterization for 3D Large Kernel Optimization

In Poster Session 8

Ho Hin Lee ⋅ Quan Liu ⋅ Shunxing Bao ⋅ Yuankai Huo ⋅ Bennett Landman

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Large Language Model Teaches Visual Students: Cross-Modality Transfer of Fine-Grained Conceptual Knowledge

In Poster Session 8

Thomas Shih-Chao Liang ⋅ Zhuoran Yu ⋅ Yong Jae Lee

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

ST-Veto: Spatio-Temporal Token Veto for Diffusion MLLMs via Taylor Prediction and Visual Grounding

In Poster Session 8

Keuntae Kim ⋅ Beomseok Lee ⋅ Hyunwoo Kim ⋅ Yong Suk Choi

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Platonic Transformers: A Solid Choice For Equivariance

In Poster Session 8

Mohammad Mohaiminul Islam ⋅ Rishabh Anand ⋅ David Wessels ⋅ Friso de Kruiff ⋅ Thijs Kuipers ⋅ ZHITAO YING ⋅ Clara Sánchez ⋅ Sharvaree Vadgama ⋅ Georg Bökman ⋅ Erik Bekkers

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

OMP: One-step Meanflow Policy with Directional Alignment

In Poster Session 8

Han Fang ⋅ Yize Huang ⋅ Yuheng Zhao ⋅ Paul Weng ⋅ Xiao Li ⋅ Yutong Ban

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Decoupled Training with Local Reinforcement Fine-Tuning in Federated Learning

In Poster Session 8

Yuting Ma ⋅ Lechao Cheng ⋅ Xiaohua Xu

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Dual Latent Memory for Visual Multi-agent System

In Poster Session 8

Xinlei Yu ⋅ Chengming Xu ⋅ Zhangquan Chen ⋅ Bo Yin ⋅ Cheng Yang ⋅ Yongbo He ⋅ Yihao Hu ⋅ Weijian Cao ⋅ Cheng Tan ⋅ Xiaobin Hu ⋅ Shuicheng YAN

[ Slides] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

CauchyNet: Compact and Data-Efficient Learning using Holomorphic Activation Functions

In Poster Session 8

Hong-Kun Zhang ⋅ Xin Li ⋅ Sikun Yang ⋅ Zhihong Xia

[ Slides] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Calibrated Multimodal Representation Learning with Missing Modalities

In Poster Session 8

Xiaohao Liu ⋅ Xiaobo Xia ⋅ Jiaheng Wei ⋅ Shuo Yang ⋅ Xiu Su ⋅ See-Kiong Ng ⋅ Tat-Seng Chua

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Improving Visual Token Reduction via Rectifying Distortions for Efficient Multimodal LLM Inference

In Poster Session 8

Hyeonwoo Cho ⋅ Donghyeon Baek ⋅ Yewon Kim ⋅ Bumsub Ham

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Text Before Vision: Staged Knowledge Injection Matters for Agentic RLVR in Ultra-High-Resolution Remote Sensing Understanding

In Poster Session 8

Fengxiang Wang ⋅ Mingshuo Chen ⋅ Yueying Li ⋅ Yang Yajie ⋅ Yuhao Zhou ⋅ Di Wang ⋅ Yi-Fan Zhang ⋅ Haoyu Wang ⋅ Haiyan Zhao ⋅ Hongda Sun ⋅ Long Lan ⋅ Jun Song ⋅ Yulin Wang ⋅ Jing Zhang ⋅ Wenlong Zhang ⋅ Bo Du

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Probing the Inductive Bias of Neural Networks through Learning Random Cellular Automata

In Poster Session 8

Jan Disselhoff ⋅ Michael Wand

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

QPKO: Differentiable QP-Embedded Deep Koopman Framework for Modeling Nonlinear Systems

In Poster Session 8

Runze Tian ⋅ Peng Kou

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Lavida-R1: Advancing Reasoning for Unified Multimodal Diffusion Language Models

In Poster Session 8

Shufan Li ⋅ Yuchen Zhu ⋅ Jiuxiang Gu ⋅ Kangning Liu ⋅ Zhe Lin ⋅ Yongxin Chen ⋅ Molei Tao ⋅ Aditya Grover ⋅ Jason Kuen

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

DOUBT: Decoupled Object-level Understanding and Bridging via vMF-based Trustworthiness for Hallucination Detection in MLLMs

In Poster Session 8

Kaiqi Chen ⋅ Yang Qin ⋅ Changhao He ⋅ Xi Peng ⋅ Peng Hu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

RLSF-V: Mitigating Hallucinations in MLLMs via Fuzzy Semantic Self-Feedback

In Poster Session 8

Changhao He ⋅ ShuhaoYan ⋅ Shuxian Li ⋅ Xi Peng ⋅ Peng Hu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Flowers: A Warp Drive for Neural PDE Solvers

In Poster Session 8

Till Muser ⋅ Alexandra Spitzer ⋅ Matti Lassas ⋅ Maarten de Hoop ⋅ Ivan Dokmanic

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

AnyMod-LLVE: Low-Light Video Enhancement with Modality-Agnostic Inference

In Poster Session 8

Hangfeng Liang ⋅ Yutao Hu ⋅ Yanhan Hu ⋅ Xiaohan Wu ⋅ WENQI SHAO ⋅ Ying Fu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

GFedCL: Graph-Based Federated Continual Learning with Spatial and Temporal Awareness

In Poster Session 8

Qingyang Yu ⋅ Yang Hua ⋅ Qizhen Zhang ⋅ Hao Wang

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Model Fusion via Retrofitting

In Poster Session 8

Phoomraphee Luenam ⋅ Andreas Spanopoulos ⋅ Amit Sant ⋅ Sotiris Anagnostidis ⋅ Thomas Hofmann ⋅ Sidak Pal Singh

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

What If We Allocate Test-Time Compute Adaptively?

In Poster Session 8

Ahsan Bilal ⋅ Muhammad Ahmed Mohsin ⋅ Muhammad Umer ⋅ Ali Subhan ⋅ Hassan Rizwan ⋅ Ayesha Mohsin ⋅ Dean Hougen

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Mixture of Distributions Matters: Dynamic Sparse Attention for Efficient Video Diffusion Transformers

In Poster Session 8

Yuxi Liu ⋅ Yipeng Hu ⋅ Zekun Zhang ⋅ Kunze Jiang ⋅ Kun Yuan

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Timestep Rescheduling in Diffusion Inversion

In Poster Session 8

Shangquan Sun ⋅ Ting Gong ⋅ Liu ⋅ Jiamin Wu ⋅ Runkai Zhao ⋅ Mianxin Liu ⋅ Wenqi Ren ⋅ Xiaochun Cao

[ Slides] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

How to guide your flow: Steering flow maps for rapid test-time alignment

In Poster Session 8

Jerry Huang ⋅ Justin Lin ⋅ Sheel Shah ⋅ Kartik Nair ⋅ Nicholas Boffi

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Adversarial Flow Models

In Poster Session 8

Shanchuan Lin ⋅ Ceyuan Yang ⋅ Zhijie Lin ⋅ Hao Chen ⋅ Haoqi Fan

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Random Process Flow Matching: Generative Implicit Representations of Multivariate Random Fields

In Poster Session 8

Julien Lalanne ⋅ David Picard ⋅ Lionel Boillot ⋅ Lina-María GUAYACÁN-CARRILLO ⋅ Leon Barens ⋅ Jean-Michel Pereira

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

SlerpFlow: Spherical Trajectory Correction for Rectified Flow Inversion

In Poster Session 8

Wenbin Duan ⋅ Yan Shu ⋅ Zhuoyuan Fu ⋅ Fangmin Zhao ⋅ Yan Li ⋅ Yaru Zhao ⋅ Binyang Li

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Analytic Bijections for Smooth and Interpretable Normalizing Flows

In Poster Session 8

Mathis Gerdes ⋅ Miranda C. N. Cheng

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Solving Inverse Problems with Flow-based Models via Model Predictive Control

In Poster Session 8

George Webber ⋅ Alexander Denker ⋅ Riccardo Barbano ⋅ Andrew Reader

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Stable Velocity: A Variance Perspective on Flow Matching

In Poster Session 8

Donglin Yang ⋅ Yongxing Zhang ⋅ Xin Yu ⋅ Liang Hou ⋅ Xin Tao ⋅ Pengfei Wan ⋅ XIAOJUAN QI ⋅ Renjie Liao

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Periodic Bayesian Flow Networks with Additive Accuracy

In Poster Session 8

Peijia Lin ⋅ Zihan Zhang ⋅ zhangrui zhao ⋅ Shaohao Rui ⋅ Junyi An ⋅ Yun-Fei Shi ⋅ Fenglei Cao ⋅ Weijie Ma ⋅ Yutong Lu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Tilt Matching for Scalable Sampling and Fine-Tuning

In Poster Session 8

Peter Potaptchik ⋅ Lee Kit ⋅ Michael Albergo

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Test-Time Guidance for Flow-Based Generative Models via Parallel Tempering on Source Distributions

In Poster Session 8

Shih-Hsin Wang ⋅ Joel Keller ⋅ Taos Transue ⋅ Drake Brown ⋅ Thomas Strohmer ⋅ Bao Wang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

SE(3)-Equivariant Flow Matching with Gaussian Process Priors for Geometric Trajectory Prediction

In Poster Session 8

Xuyang Wang ⋅ Xinzhe Zhou ⋅ Xiaoming Duan ⋅ Jianping He

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Riemannian MeanFlow for One-Step Generation on Manifolds

In Poster Session 8

Zichen Zhong ⋅ Haoliang Sun ⋅ Yukun Zhao ⋅ Yongshun Gong ⋅ Yilong Yin

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

SE(n)-Invariant Flow Matching: A General Framework with Application to Object Reassembly

In Poster Session 8

Gaël Heck ⋅ Sylvie Le Hégarat-Mascle ⋅ Nicolas Lermé

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Multi-marginal temporal Schrödinger Bridge Matching from unpaired data

In Poster Session 8

Thomas Gravier ⋅ Thomas Boyer ⋅ Auguste Genovesio

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Contrastive Flow Map Matching

In Poster Session 8

Junyu Zhang ⋅ Daochang Liu ⋅ Younghyun Kim ⋅ Jong Hwan Ko ⋅ Shichao Zhang ⋅ Chang Xu ⋅ Eunbyung Park

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Best of Both Worlds: Multimodal Reasoning and Generation via Unified Discrete Flow Matching

In Poster Session 8

Onkar Susladkar ⋅ Tushar Prakash ⋅ Gayatri Deshmukh ⋅ Kiet Nguyen ⋅ Jiaxun Zhang ⋅ Adheesh Juvekar ⋅ Tianshu Bao ⋅ Lin Chai ⋅ Sparsh Mittal ⋅ Inderjit Dhillon ⋅ Ismini Lourentzou

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Variational Flow Maps: Make Some Noise for One-Step Conditional Generation

In Poster Session 8

Abbas Mammadov ⋅ So Takao ⋅ Bohan Chen ⋅ Ricardo Baptista ⋅ Morteza Mardani ⋅ Yee-Whye Teh ⋅ Julius Berner

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

A Unifying View of Variational Generative Wasserstein Flows

In Poster Session 8

Paul Caucheteux ⋅ Clément Bonet ⋅ Anna Korba

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

ReTabSyn: Realistic Tabular Data Synthesis via Reinforcement Learning

In Poster Session 8

Xiaofeng Lin ⋅ Seungbae Kim ⋅ Zhuoya Li ⋅ Zachary DeSoto ⋅ Charles Fleming ⋅ Guang Cheng

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

DetailMaster: Can Your Text-to-Image Model Handle Long Prompts?

In Poster Session 8

Qirui Jiao ⋅ Daoyuan Chen ⋅ Yilun Huang ⋅ Xika Lin ⋅ Ying Shen ⋅ Yaliang Li

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Forget-It-All: Multi-Concept Machine Unlearning via Concept-Aware Neuron Masking

In Poster Session 8

Kaiyuan Deng ⋅ Bo Hui ⋅ Gen Li ⋅ Jie Ji ⋅ Minghai Qin ⋅ Geng Yuan ⋅ Xiaolong Ma

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Overclocking Electrostatic Generative Models

In Poster Session 8

Daniil Shlenskii ⋅ Aleksandr Korotin

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Variable-Length Tokenization via Learnable Global Merging for Diffusion Transformers

In Poster Session 8

Dong Hoon Lee ⋅ Seunghoon Hong

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Concept-Guided Tokenization: Closing the Gap Between Reconstruction and Generation

In Poster Session 8

Yunqiao Yang ⋅ Haokun Lin ⋅ Guanzhong Wu ⋅ Ying Wei

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

(1D) Ordered Tokens Enable Efficient Test-Time Search

In Poster Session 8

Zhitong Gao ⋅ Parham Rezaei ⋅ Ali Cy ⋅ Mingqiao Ye ⋅ Nataša Jovanović ⋅ Jesse Allardice ⋅ Afshin Dehghan ⋅ Roman Bachmann ⋅ Oğuzhan Fatih Kar ⋅ Amir Zamir

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

VAnim: Rendering-Aware Sparse State Modeling for Structure-Preserving Vector Animation

In Poster Session 8

Guotao Liang ⋅ Zhangcheng Wang ⋅ Chuang Wang ⋅ Juncheng Hu ⋅ Haitao Zhou ⋅ Junhua Liu ⋅ Jing Zhang ⋅ Dong Xu ⋅ Qian Yu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Infinite-Precision Autoregressive Modeling for Vector Graphics and Layouts

In Poster Session 8

Yeonsang Shin ⋅ Insoo Kim ⋅ Bongkeun Kim ⋅ Keonwoo Bae ⋅ Bohyung Han

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Feature-aware (Hyper)graph Generation via Next-Scale Prediction

In Poster Session 8

Dorian Gailhard ⋅ Enzo Tartaglione ⋅ Lirida Naviner ⋅ Jhony H. Giraldo

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Quantum latent distributions in deep generative models

In Poster Session 8

Omar Bacarreza ⋅ Thorin Farnsworth ⋅ Alexander Makarovskiy ⋅ Hugo Wallner ⋅ Tessa Hicks ⋅ Santiago Sempere-Llagostera ⋅ John Price ⋅ Robert Francis-Jones ⋅ William Clements

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Scalable Single-Cell Gene Expression Generation with Latent Diffusion Models

In Poster Session 8

Giovanni Palla ⋅ Sudarshan Babu ⋅ Payam Dibaeinia ⋅ James Pearce ⋅ Donghui Li ⋅ Aly Khan ⋅ Theofanis Karaletsos ⋅ Jakub Tomczak

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

CG-MLLM: Captioning and Generating 3D content via Multi-modal Large Language Models

In Poster Session 8

Junming Huang ⋅ Chi Wang ⋅ Letian Li ⋅ Guangkai Xu ⋅ Donglin Huang ⋅ Hao Chen ⋅ Qiang Dai ⋅ Weiwei Xu

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

LineageFlow: Flow Matching for High-Fidelity Family-Aware Protein Sequence Generation

In Poster Session 8

Langzhang Liang ⋅ Ming Yang ⋅ Yi Feng ⋅ Junfan Li ⋅ Shirui Pan ⋅ Xu Yinghui ⋅ Tianlei Ying ⋅ YIZHEN ZHENG ⋅ Zenglin Xu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Q-Tab: Quantized Tabular Data Generator

In Poster Session 8

Julian Wustl ⋅ Philipp Haid ⋅ Yarema Okhrin ⋅ Claudius Schnörr

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Sparse Autoencoders are Topic Models

In Poster Session 8

Leander Girrbach ⋅ Zeynep Akata

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

MUSE: Resolving Manifold Misalignment in Visual Tokenization via Topological Orthogonality

In Poster Session 8

Panqi Yang ⋅ Haodong Jing ⋅ Jiahao Chao ⋅ Tingyan Xiang ⋅ Li Lin ⋅ Yao Hu ⋅ Yang Luo ⋅ Yongqiang Ma

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Exploring More to Solve More: Boosting Diversity in Text Diffusion Models via Entropy-Based Guidance

In Poster Session 8

Jingwei Zhang ⋅ Haoyu LEI ⋅ Zijin Feng ⋅ Jiacheng Sun ⋅ Farzan Farnia

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

MET-Bench: Multimodal Entity Tracking for Evaluating the Limitations of Vision-Language and Reasoning Models

In Poster Session 8

Vanya Cohen ⋅ Ray Mooney

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Scene Graph Thinking: Reinforcing Structured Visual Reasoning for Multimodal Large Language Models

In Poster Session 8

Zhiwei Yang ⋅ Yuanchen Wu ⋅ Nan Zhang ⋅ Yucong Meng ⋅ Ke Yan ⋅ Shouhong Ding

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Schema-Guided World Modeling for Understanding Hierarchical Visual Dynamics

In Poster Session 8

Silin Gao ⋅ Hao Zhao ⋅ Zeming Chen ⋅ Sepideh Mamooler ⋅ Antara R Bhattacharya ⋅ Qiyu Wu ⋅ Hiromi Wakaki ⋅ Yuki Mitsufuji ⋅ Li Mi ⋅ Syrielle Montariol ⋅ Antoine Bosselut

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

How Do Language Models Speak Languages? A Case Study on Unintended Code-Switching

In Poster Session 8

Yuxin Xiao ⋅ Zhen Huang ⋅ Wenxiao Wang ⋅ Yan Zhao ⋅ Zhihong Gu ⋅ Binbin Lin ⋅ Xiaofei He ⋅ Xu Shen ⋅ Jieping Ye

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

When RAG Hurts: Diagnosing and Mitigating Attention Distraction in Retrieval-Augmented LVLMs

In Poster Session 8

Beidi Zhao ⋅ wenlong deng ⋅ Xinting Liao ⋅ Yushu Li ⋅ Nazim Shaikh ⋅ Yao Nie ⋅ Xiaoxiao Li

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Prioritize the Process, Not Just the Outcome: Rewarding Latent Thought Trajectories Improves Reasoning in Looped Language Models

In Poster Session 8

Jonathan Williams ⋅ Esin Tureci ⋅ Olga Russakovsky

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Stabilizing Recurrent Dynamics for Test-Time Scalable Latent Reasoning in Looped Language Models

In Poster Session 8

Xiao-Wen Yang ⋅ Zi-Yu Han ⋅ Xi-Hua Zhang ⋅ Wen-Da Wei ⋅ Jie-Jing Shao ⋅ Lan-Zhe Guo ⋅ Yu-Feng Li

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Imagination Helps Visual Reasoning, But Not Yet in Latent Space

In Poster Session 8

You Li ⋅ Chi Chen ⋅ Yanghao Li ⋅ Fanhu Zeng ⋅ Kaiyu Huang ⋅ Xu Jinan ⋅ Maosong Sun

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

The Cylindrical Representation Hypothesis for Language Model Steering

In Poster Session 8

Lang Gao ⋅ Jinghui Zhang ⋅ Wei Liu ⋅ Fengxian Ji ⋅ Chenxi Wang ⋅ Zirui Song ⋅ Akash Ghosh ⋅ Youssef Mohamed ⋅ Preslav Nakov ⋅ Xiuying Chen

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

OmniDenseCap: Scripting Multi-Scene Videos with Time-Aware and Structural Audio-Visual Captions

In Poster Session 8

Linli Yao ⋅ Yuancheng Wei ⋅ Yaojie Zhang ⋅ Lei Li ⋅ Xinlong Chen ⋅ Feifan Song ⋅ Ziyue Wang ⋅ Kun Ouyang ⋅ Yuanxin Liu ⋅ Lingpeng Kong ⋅ Qi Liu ⋅ Pengfei Wan ⋅ Kun Gai ⋅ Yuanxing Zhang ⋅ Xu SUN

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Sycophancy Towards Researchers Drives Performative Misalignment

In Poster Session 8

David Baek ⋅ Xinnuo Li ⋅ Anay Gupta ⋅ Taslim Mahbub ⋅ Kejian Shi ⋅ Max Tegmark ⋅ Shi Feng

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

What Makes Effective Supervision in Latent Chain-of-Thought: An Information-Theoretic Analysis

In Poster Session 8

Xinghao Chen ⋅ Chak Tou Leong ⋅ Wenjin Guo ⋅ Jian Wang ⋅ Wenjie Li ⋅ Xiaoyu Shen

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Cognitive Fatigue in Autoregressive Transformers: Formalization and Measurement

In Poster Session 8

Riju Marwah ⋅ Ritvik Garimella ⋅ Vishal Pallagani ⋅ Atishay Jain ⋅ Michael Stewart ⋅ Amit Sheth

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Context-Aware Reaonser : Enhancing Contextual Reasoning in Multimodal Large Language Models

In Poster Session 8

Zhe Zheng ⋅ Wenqi Zhang ⋅ Xiaohe Zhou ⋅ Guiyang Hou ⋅ Xinyu Mei ⋅ Tianyang Mao ⋅ Anni PIAO ⋅ Shengpei Jiang ⋅ Yongliang Shen ⋅ Yueting Zhuang ⋅ Weiming Lu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Attention Sinks as Internal Signals for Hallucination Detection in Large Language Models

In Poster Session 8

Jakub Binkowski ⋅ Kamil Adamczewski ⋅ Tomasz Kajdanowicz

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

IDRBench: Understanding the Capability of Large Language Models on Interdisciplinary Research

In Poster Session 8

Yuanhao Shen ⋅ Daniel de Sousa ⋅ Ricardo de Andrade Nascimento ⋅ Hongyu Guo ⋅ Xiaodan Zhu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

LLMInertia: Adaptive Counter-Inertial Reasoning to Improve Evidence Faithfulness in Large Language Models

In Poster Session 8

Xinxin You ⋅ Xien Liu ⋅ Chenwei Yan ⋅ Siqi Song ⋅ Chen Ning ⋅ Kaiyin Zhou ⋅ shaohui liu ⋅ Ji Wu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

MetaphorVU: Towards Metaphorical Video Understanding

In Poster Session 8

Zhuoqun Li ⋅ Boxi Cao ⋅ Guiping Jiang ⋅ Fangrui Lv ⋅ Ruotong Pan ⋅ Jianan Wang ⋅ Xiangyu Wu ⋅ Hongyu Lin ⋅ Yaojie Lu ⋅ Yong Du ⋅ Ruyin Jia ⋅ Liyan ⋅ Tingting Gao ⋅ Han Li ⋅ Xianpei Han ⋅ Le Sun

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Alignment Pretraining: AI Discourse Causes Self-Fulfilling (Mis)alignment

In Poster Session 8

Cameron Tice ⋅ Puria Radmard ⋅ Samuel Ratnam ⋅ Andy Kim ⋅ David Africa ⋅ Kyle O'Brien

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Graph of States: Solving Abductive Tasks with Large Language Models

In Poster Session 8

Yu Luo ⋅ Rongchen Gao ⋅ Lu Teng ⋅ Xidao Wen ⋅ Jiamin Jiang ⋅ Qingliang Zhang ⋅ Yongqian Sun ⋅ Shenglin Zhang ⋅ Jiasong Feng ⋅ Tong Liu ⋅ Wenjie Zhang ⋅ Dan Pei

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Semantic Impact–Driven Visual Scheduling in Vision-Language Models

In Poster Session 8

Xuan Wang ⋅ Liu Yilin ⋅ Fangxiang Feng ⋅ Caixia Yuan ⋅ Huixing Jiang ⋅ Xiaojie Wang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Training-Free Hierarchical Working Memory for Small Language Model Agents

In Poster Session 8

Ziyi Wang ⋅ Haonan Jin ⋅ Zian Wang ⋅ Wendong Wang ⋅ Lanshan Zhang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Subliminal Effects in Your Data: A General Mechanism via Log-Linearity

In Poster Session 8

Ishaq Aden-Ali ⋅ Noah Golowich ⋅ Nika Haghtalab ⋅ Allen Liu ⋅ Ankur Moitra ⋅ Abhishek Shetty

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Coupled Variational Reinforcement Learning for Language Model General Reasoning

In Poster Session 8

Xueru Wen ⋅ Jie Lou ⋅ Yanjiang Liu ⋅ Hongyu Lin ⋅ Ben He ⋅ Xianpei Han ⋅ Le Sun ⋅ Yaojie Lu ⋅ Debing Zhang

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

AnyEdit++: Adaptive Long-Form Knowledge Editing via Bayesian Surprise

In Poster Session 8

Bowen Tian ⋅ Caixue He ⋅ Jiemin Wu ⋅ Jingying Wang ⋅ Wenshuo Chen ⋅ Zexi Li ⋅ Yutao Yue

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Clipping Bottleneck: Stabilizing RLVR via Stochastic Recovery of Near-Boundary Signals

In Poster Session 8

Shuo Yang ⋅ Jinda Lu ⋅ Chiyu Ma ⋅ Kexin Huang ⋅ Haoming Meng ⋅ Qihui Zhang ⋅ Yuyang Liu ⋅ Bolin Ding ⋅ Guoyin Wang ⋅ Li Yuan ⋅ Jingren Zhou

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

GeoAlign: Geometric Rollout Curation for Robust LLM Reinforcement Learning

In Poster Session 8

Ting Zhou ⋅ Zhenqing Ling ⋅ Yiyang Zhao ⋅ Ying Shen ⋅ Daoyuan Chen

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

D$^3$: Dynamic Directional Graph-Constrained Data Scheduling for LLM Training

In Poster Session 8

Yuanjian Xu ⋅ Jianing Hao ⋅ Guang Zhang ⋅ Zhong Li

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Knapsack RL: Unlocking Exploration of LLMs via Optimizing Budget Allocation

In Poster Session 8

Ziniu Li ⋅ Congliang Chen ⋅ Tianyun Yang ⋅ Tian Ding ⋅ Ruoyu Sun ⋅ Ge Zhang ⋅ Wenhao Huang ⋅ Zhiquan Luo

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

PRISM: Perception Reasoning Interleaved for Sequential Decision Making.

In Poster Session 8

Mohamed AISSI ⋅ Clémence ⋅ Clément Romac ⋅ Laure Soulier ⋅ Mohamed Chetouani ⋅ Olivier Sigaud ⋅ Nicolas THOME

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Leak@$k$: Unlearning Does Not Make LLMs Forget Under Probabilistic Decoding

In Poster Session 8

Hadi Reisizadeh ⋅ Jiajun Ruan ⋅ Yiwei Chen ⋅ Soumyadeep Pal ⋅ Sijia Liu ⋅ Mingyi Hong

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Experience Augmented Policy Optimization for LLM Reasoning

In Poster Session 8

Jinda Lu ⋅ Kexin Huang ⋅ Junkang Wu ⋅ Shuo Yang ⋅ Jinghan Li ⋅ Chiyu Ma ⋅ Shaohang Wei ⋅ Xiang Wang ⋅ Guoyin Wang ⋅ Jingren Zhou

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

EngiAgent: Fully Connected Coordination of LLM Agents for Solving Open-ended Engineering Problems with Feasible Solutions

In Poster Session 8

Xiyuan Zhou ⋅ Ruixi Zou ⋅ Xinlei Wang ⋅ Yuheng Cheng ⋅ Yan Xu ⋅ Junhua Zhao ⋅ Jinjin Gu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Breaking the Self-Confirming Loop: Diagnosing and Mitigating Systemic Reward Bias in Self-Rewarding RL

In Poster Session 8

Chuyi Tan ⋅ Peiwen Yuan ⋅ Xinglin Wang ⋅ Yiwei Li ⋅ Shaoxiong Feng ⋅ Yueqi Zhang ⋅ Jiayi Shi ⋅ Ji Zhang ⋅ Boyuan Pan ⋅ Yao Hu ⋅ Kan Li

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

PonderLM-2: Pretraining LLM with Latent Thoughts in Continuous Space

In Poster Session 8

Boyi Zeng ⋅ He Li ⋅ Shixiang Song ⋅ Yixuan Wang ⋅ Zitong Wang ⋅ Ziwei He ⋅ Xinbing Wang ⋅ Zhouhan Lin

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

MCCE: A Framework for Multi-LLM Collaborative Search in Discrete Spaces with Similarity-Filtered Preference Learning

In Poster Session 8

Nian Ran ⋅ Zhongzheng Li ⋅ Yue Wang ⋅ Qingsong Ran ⋅ Xiaoyuan Zhang ⋅ Shikun Feng ⋅ Richard Allmendinger ⋅ Xiaoguang Zhao

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Understanding LoRA as Knowledge Memory: An Empirical Analysis

In Poster Session 8

Seungju Back ⋅ Dongwoo Lee ⋅ Naun Kang ⋅ Taehee Lee ⋅ S. K. Hong ⋅ Youngjune Gwon ⋅ Sungjin Ahn

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

MEMO: Memory-Augmented Model Context Optimization for Robust Multi-Turn Multi-Agent LLM Games

In Poster Session 8

Yunfei Xie ⋅ Kevin Wang ⋅ Bobby Cheng ⋅ Jianzhu Yao ⋅ Zhizhou Sha ⋅ Alexander Duffy ⋅ Yihan Xi ⋅ Hongyuan Mei ⋅ Cheston Tan ⋅ Chen Wei ⋅ Pramod Viswanath ⋅ Zhangyang “Atlas” Wang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

CVSearch: Empowering Multimodal LLMs with Cognitive Visual Search for High-Resolution Image Perception

In Poster Session 8

Liupeng Li ⋅ Haoqian Kang ⋅ Zhenyu Lu ⋅ Jinpeng Wang ⋅ Bin Chen ⋅ Ke Chen ⋅ Yaowei Wang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

A Critical Look at Targeted Instruction Selection: Disentangling What Matters (and What Doesn’t)

In Poster Session 8

Nihal Nayak ⋅ Paula Rodriguez-Diaz ⋅ Neha Hulkund ⋅ Sara Beery ⋅ David Alvarez-Melis

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

MASPO: Joint Prompt Optimization for LLM-based Multi-Agent Systems

In Poster Session 8

Zhexuan Wang ⋅ Xuebo Liu ⋅ Li Wang ⋅ Zifei Shan ⋅ Yutong Wang ⋅ Zhenxi Song ⋅ Min zhang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

DRIFT: Decoupled Rollouts and Importance-Weighted Fine-Tuning for Efficient Multi-Turn Optimization

In Poster Session 8

Jian Mu ⋅ Tianyi Lin ⋅ Chengwei Qin ⋅ Zhongxiang Dai ⋅ Yao Shu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

One-Way Policy Optimization for Self-Evolving LLMs

In Poster Session 8

Shuo Yang ⋅ Jinda Lu ⋅ Kexin Huang ⋅ Chiyu Ma ⋅ Shaohang Wei ⋅ Yuyang Liu ⋅ Guoyin Wang ⋅ Jingren Zhou ⋅ Li Yuan

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

FutureOmni: Evaluating Future Forecasting from Omni-Modal Context for Multimodal LLMs

In Poster Session 8

Qian Chen ⋅ Jinlan Fu ⋅ Changsong Li ⋅ Min zhang ⋅ See-Kiong Ng ⋅ Xipeng Qiu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

CSPLoRA: Confidence-Guided Structure Planning for Low-Rank Adaptation

In Poster Session 8

Huiming Ding ⋅ Xiaochen Li ⋅ Jianhui Ma ⋅ Xu An ⋅ Yihui Yang ⋅ Zhenyu Tan

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Predictive Prefetching for Retrieval-Augmented Generation

In Poster Session 8

Wuyang Zhang ⋅ Shichao Pei

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

MRPO: Magnitude-Regularized Policy Optimization via L1 Constraints

In Poster Session 8

Wei Han ⋅ Yuanxing Liu ⋅ Mingda Li ⋅ Ruiyu Xiao ⋅ Weinan Zhang ⋅ Ting Liu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

POLCA: Stochastic Generative Optimization with LLM

In Poster Session 8

Xuanfei Ren ⋅ Allen Nie ⋅ Tengyang Xie ⋅ Ching-An Cheng

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

PlugMem: A Task-Agnostic Plugin Memory Module for LLM Agents

In Poster Session 8

Ke Yang ⋅ Zixi Chen ⋅ Xuan He ⋅ Jize Jiang ⋅ Michel Galley ⋅ Chenglong Wang ⋅ Jianfeng Gao ⋅ Jiawei Han ⋅ Chengxiang Zhai

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Hierarchical Abstract Tree for Cross-Document Retrieval Augmented Generation

In Poster Session 8

Ziwen Zhao ⋅ Menglin Yang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Sufficiency is Relative: Evaluating LLM Explanations under Model-Induced Input Distributions

In Poster Session 8

Nhi Nguyen ⋅ Shauli Ravfogel ⋅ Rajesh Ranganath

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

When LLMs Encounter Open-world Graph Learning: A Fresh View on Unlabeled Data Uncertainty

In Poster Session 8

Yanzhe Wen ⋅ Xunkai Li ⋅ Qi Zhang ⋅ Lei Zhu ⋅ Guang Zeng ⋅ Zhihan Zhang ⋅ Rong-Hua Li ⋅ Guoren Wang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Rethinking LLM Ensembling from the Perspective of Mixture Models

In Poster Session 8

Jiale Fu ⋅ Yuchu Jiang ⋅ PeiJun Wu ⋅ Chonghan Liu ⋅ Joey Tianyi Zhou ⋅ Xu Yang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Who can we trust? LLM-as-a-jury for Comparative Assessment

In Poster Session 8

Mengjie Qian ⋅ Guangzhi Sun ⋅ Mark Gales ⋅ Kate Knill

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Post-Training LLMs as Better Decision-Making Agents: A Regret-Minimization Approach

In Poster Session 8

Chanwoo Park ⋅ Ziyang Chen ⋅ Asuman Ozdaglar ⋅ Kaiqing Zhang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Task-Awareness Improves LLM Generations and Uncertainty

In Poster Session 8

Tim Tomov ⋅ Dominik Fuchsgruber ⋅ Stephan Günnemann

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

D-FUSEr: Diverse Failure, Unified Success via Error-Distribution Shaping in LLM Reasoning

In Poster Session 8

David Baek ⋅ Andrew Estornell ⋅ Yichi Zhang ⋅ Muhammad Faaiz Taufiq ⋅ Jean-Francois Ton ⋅ Jie Mei ⋅ Tao Wang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Escaping the Likelihood Trap: Geometric Diversity Optimization for Long-Form Image Captioning

In Poster Session 8

Qingmei Tang ⋅ Shuai Hao ⋅ Rong Fu ⋅ Zirui Mo ⋅ Xiang Liu ⋅ Jiaxuan Lu ⋅ Wenyu Wang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Distribution-Calibrated Inference Time Compute for Thinking LLM-as-a-Judge

In Poster Session 8

Hamid Dadkhahi ⋅ Firas Trabelsi ⋅ Parker Riley ⋅ Juraj Juraska ⋅ Mehdi Mirzazadeh

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

The Bridge-Garden Dilemma in LLM Distillation: Why Mixing Hard and Soft Labels Works

In Poster Session 8

Guanghui Wang ⋅ Kaiwen Kacuila ⋅ zhiyong yang ⋅ Zitai Wang ⋅ Jin-Wen Wu ⋅ Longtao Huang ⋅ Qianqian Xu ⋅ Qingming Huang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

How Does Reasoning Flow? Tracing Attention-Induced Information Flow for Targeted RL in LLMs

In Poster Session 8

Zhichen Dong ⋅ Yang Li ⋅ Yuhan Sun ⋅ Weixun Wang ⋅ Yijia Luo ⋅ Zinian Peng ⋅ Wenbo Su ⋅ YuCheng ⋅ Bo Zheng ⋅ Junchi Yan

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Evaluating and Explaining Prompt Sensitivity of LLMs Using Interactions

In Poster Session 8

Ruiyang Qin ⋅ Qingzhuo Wang ⋅ Tian Wang ⋅ Zhihua Wei ⋅ Wen Shen

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

A Unified Approach to Interpreting Knowledge Distillation for Large Language Models via Interactions

In Poster Session 8

Qingzhuo Wang ⋅ Ruiyang Qin ⋅ Zhenxin Qin ⋅ Wen Shen ⋅ Zhihua Wei

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Addressing Semantic Blind Spots in Text-to-SQL via Component Pre-generation and AST Matching Rewards

In Poster Session 8

Xingyu Ma ⋅ Xin Tian ⋅ Lingxiang Wu ⋅ Xuepeng Wang ⋅ Zhilin Zhang ⋅ Xueming Tang ⋅ Jinqiao Wang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Rethinking Thinking Tokens: LLMs as Improvement Operators

In Poster Session 8

Lovish Madaan ⋅ Aniket Didolkar ⋅ Suchin Gururangan ⋅ John Quan ⋅ Ruan Silva ⋅ Russ Salakhutdinov ⋅ Manzil Zaheer ⋅ Sanjeev Arora ⋅ Anirudh Goyal

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Learning to Reason for Factuality

In Poster Session 8

Xilun Chen ⋅ Ilia Kulikov ⋅ Vincent-Pierre Berges ⋅ Barlas Oğuz ⋅ Rulin Shao ⋅ Gargi Ghosh ⋅ Scott Yih

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Beyond Gemini-3-Pro: Revisiting LLM Routing and Aggregation at Scale

In Poster Session 8

Shengji Tang ⋅ Weihao Lin ⋅ Peng Ye ⋅ Jingqi Ye ⋅ Hao Li ⋅ Yiqun Zhang ⋅ Xiaosong Wang ⋅ Bo Zhang ⋅ Shuyue Hu ⋅ Tao Chen ⋅ LEI BAI ⋅ Wanli Ouyang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

SAGE: A Dataflow-Native Framework for Modular, Controllable, and Transparent LLM-Augmented Reasoning

In Poster Session 8

Jun Liu ⋅ Peilin Liu ⋅ Ruicheng Zhang ⋅ Senlei Zhang ⋅ Yanbo Chen ⋅ Ziao Wang ⋅ Jinyun Yang ⋅ mingqi wang ⋅ Shuhao Zhang ⋅ Xiaofei Liao ⋅ Hai Jin

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

On the Limits of LLM Adaptability: Impact of LLM Pre-Training on Annotation Task Performance

In Poster Session 8

Etienne Casanova ⋅ Rafal Kocielnik ⋅ R. Michael Alvarez

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Task-and-Model-Aware Fractal-Consistency for Efficient LLM Reasoning

In Poster Session 8

Ziqiu Luo ⋅ Jianmin Liu ⋅ Yukai Miao ⋅ Li Chen ⋅ Dan Li

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

ResRL: Boosting LLM Reasoning via Negative Sample Projection Residual Reinforcement Learning

In Poster Session 8

Zihan Lin ⋅ Xiaohan Wang ⋅ Jie Cao ⋅ Jiajun Chai ⋅ Li Wang ⋅ Xiaodong Lu ⋅ Wei Lin ⋅ Ran He ⋅ Guojun Yin

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Towards Long-Horizon Interpretability: Efficient and Faithful Multi-Token Attribution for Reasoning LLMs

In Poster Session 8

Wenbo Pan ⋅ Zhichao Liu ⋅ Xianlong Wang ⋅ Yu Haining ⋅ Xiaohua Jia

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Can LLMs Reason Structurally? Benchmarking via the lens of Data Structures

In Poster Session 8

Yu He ⋅ Yingxi Li ⋅ Colin White ⋅ Ellen Vitercik

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

V1: Unifying Generation and Self-Verification for Parallel Reasoners

In Poster Session 8

Harman Singh ⋅ Xiuyu Li ⋅ Kusha Sareen ⋅ Monishwaran Maheswaran ⋅ Sijun Tan ⋅ Xiaoxia (Shirley) Wu ⋅ Junxiong Wang ⋅ Alpay Ariyak ⋅ Qingyang Wu ⋅ Samir Khaki ⋅ Rishabh Tiwari ⋅ Long (Tony) Lian ⋅ Yucheng Lu ⋅ Boyi Li ⋅ Alane Suhr ⋅ Ben Athiwaratkun ⋅ Kurt Keutzer

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Truthfulness Does Not Scale Like Reasoning: Why Polling Fails as a Proxy Verifier

In Poster Session 8

Yegor Denisov-Blanch ⋅ Joshua Kazdan ⋅ Jessica Chudnovsky ⋅ Rylan Schaeffer ⋅ Sheng Guan ⋅ Soji Adeshina ⋅ Sanmi Koyejo

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

ConvexBench: Can LLMs Recognize Convex Functions?

In Poster Session 8

Yepeng Liu ⋅ Yu Huang ⋅ Yu-Xiang Wang ⋅ Yingbin LIANG ⋅ Yuheng Bu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Structure Enables Effective Self-Localization of Errors in LLMs

In Poster Session 8

Ankur Samanta ⋅ Akshayaa Magesh ⋅ Ayush Jain ⋅ Kavosh Asadi ⋅ Youliang Yu ⋅ Daniel Jiang ⋅ Boris Vidolov ⋅ Kaveh Hassani ⋅ Paul Sajda ⋅ Jalaj Bhandari ⋅ Yonathan Efroni

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

When LLMs Develop Languages: Symbolic Communication for Efficient Multi-Agent Reasoning

In Poster Session 8

Zhengqi Pei ⋅ Qingming Huang ⋅ Shuhui Wang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

MixtureVitae: Open Web-Scale Pretraining Dataset With High Quality Instruction and Reasoning Data Built from Permissive-First Text Sources

In Poster Session 8

Huu Nguyen ⋅ Victor May ⋅ Harsh Raj ⋅ Marianna Nezhurina ⋅ Yishan Wang ⋅ Yanqi Luo ⋅ Vu Chien ⋅ Taishi Nakamura ⋅ Ken Tsui ⋅ Van Nguyen ⋅ David Salinas ⋅ Aleksandra Krasnodębska ⋅ Christoph Schuhmann ⋅ Mats Richter ⋅ Xuan-Son Vu ⋅ Jenia Jitsev

[ URL] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

InfoFlow KV: Information-Flow-Aware KV Recomputation for Long Context

In Poster Session 8

Xin Teng ⋅ Canyu Zhang ⋅ Shaoyi Zheng ⋅ Danyang Zhuo ⋅ Tianyi Zhou ⋅ Shenji Wan

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

How Powerful are LLMs in Generating Program Specifications?

In Poster Session 8

Fanpeng Yang ⋅ Xing Li ⋅ Shuling Wang ⋅ Jie An ⋅ Zeyu Sun ⋅ Shenghua Feng ⋅ Wenhan Wang ⋅ Weiyi Wang ⋅ Naijun Zhan ⋅ Xu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Token-Level LLM Collaboration via FusionRoute

In Poster Session 8

Nuoya Xiong ⋅ Yuhang Zhou ⋅ Hanqing Zeng ⋅ Zhaorun Chen ⋅ Furong Huang ⋅ Shuchao Bi ⋅ Lizhu Zhang ⋅ Zhuokai Zhao

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Learning When to Attend: Conditional Memory Access for Long-Context LLMs

In Poster Session 8

Sakshi Choudhary ⋅ Aditya Chattopadhyay ⋅ Luca Zancato ⋅ Elvis Nunez ⋅ Matthew Trager ⋅ Wei Xia ⋅ Stefano Soatto

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Position: LLMs can't jump

In Poster Session 8

Tom Zahavy

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

TAMPO: Task- and Model-Aware Automatic Prompt Optimization for Robust and Controllable Auto-Routing in LLM-based Systems

In Poster Session 8

Yuejun Jiao ⋅ Jun Xia ⋅ Yanxin Yang ⋅ Yonghao Yang ⋅ Hao Shen ⋅ Mingsong Chen

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Position: Multiplicity is an Inevitable and Inherent Challenge in Multimodal Learning

In Poster Session 8

Sanghyuk Chun ⋅ Olga Russakovsky

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Turning Drift into Constraint: Robust Reasoning Alignment in Non-Stationary Multi-Stream Environments

In Poster Session 8

Xiaoyu Yang ⋅ Jie Lu ⋅ Wei Duan ⋅ En Yu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Scalable Kronecker-Factored Fisher Approximation for Neural Network Parameter Sensitivity

In Poster Session 8

Viktoriia Chekalina ⋅ Daniil Moskovskiy ⋅ Tatyana Matveeva ⋅ Andrey Kuznetsov ⋅ Evgeny Frolov

[ Slides] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Optimal Stopping in Latent Diffusion Models

In Poster Session 8

Yu-Han Wu ⋅ Quentin Berthet ⋅ Gérard Biau ⋅ Claire Boyer ⋅ Romuald Elie ⋅ Pierre Marion

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Which Algorithms Can Graph Neural Networks Learn?

In Poster Session 8

Solveig Wittig ⋅ Antonis Vasileiou ⋅ Robert R. Nerem ⋅ Timo Stoll ⋅ Floris Geerts ⋅ Yusu Wang ⋅ Christopher Morris

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Equivalence of Context and Parameter Updates in Modern Transformer Blocks

In Poster Session 8

Adrian Goldwaser ⋅ Michael Munn ⋅ Xavi Gonzalvo ⋅ Benoit Dherin

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Focus and Dilution: The Multi-stage Learning Process of Attention

In Poster Session 8

Zheng-An Chen ⋅ Pengxiao Lin ⋅ Zhi-Qin John Xu ⋅ Tao Luo

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Transformers learn factored representations

In Poster Session 8

Adam Shai ⋅ Loren Amdahl-Culleton ⋅ Casper Christensen ⋅ Henry R Bigelow ⋅ Fernando Rosas ⋅ Alexander Boyd ⋅ Eric Alt ⋅ Kyle Ray ⋅ Paul Riechers

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Generalization and Scaling Laws for Mixture-of-ExpertsTransformers

In Poster Session 8

Mansour ZOUBEIROU A MAYAKI

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Functional building blocks of neural networks: from network motifs to collective dynamics

In Poster Session 8

Jian Zhang ⋅ Yue Sun ⋅ Wangzi Yao ⋅ Tielin Zhang

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Revisiting the Volume Hypothesis

In Poster Session 8

Ari Pakman ⋅ Lior Kreimer ⋅ Yakir Berchenko

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Geometric and Stochastic Analysis of Discontinuities in Sparse Mixture-of-Experts

In Poster Session 8

Tho Tran Huu ⋅ Huu-Tuan Nguyen ⋅ Thien-Hai Nguyen ⋅ Nhat-Tri Ho ⋅ Viet Hoang Tran ⋅ Tho Quan ⋅ Tan Nguyen

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

TPV: Parameter Perturbations Through the Lens of Test Prediction Variance

In Poster Session 8

Devansh Arpit

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

The Geometric Mechanics of Contrastive Representation Learning: Alignment Potentials, Entropic Dispersion, and Cross-Modal Divergence

In Poster Session 8

Yichao Cai ⋅ Zhen Zhang ⋅ Yuhang Liu ⋅ Javen Qinfeng Shi

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

FRACTAL: State Space Model with Fractional Recurrent Architecture for Computational Temporal Analysis of Long Sequences

In Poster Session 8

Mengqi Li ⋅ Wensheng Lin ⋅ Jinshuai Yang ⋅ Lixin Li

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

$\mu$pscaling small models: Principled warm starts and hyperparameter transfer

In Poster Session 8

Yuxin Ma ⋅ Nan Chen ⋅ Mateo Diaz ⋅ Soufiane Hayou ⋅ Dmitriy Kunisky ⋅ Soledad Villar

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

How Out-of-Distribution Detection Learning Theory Enhances Transformer: Learnability and Reliability

In Poster Session 8

Yijin Zhou ⋅ Yutang Ge ⋅ Wenyuan XIE ⋅ Linqian Zeng ⋅ Xiaowen Dong ⋅ Yu Guang Wang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Fractional is Better: Learnable Derivative Orders in Neural Operator Learning

In Poster Session 8

Fares Mehouachi ⋅ Saif Jabari

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Robustness of Mixtures of Experts to Feature Noise

In Poster Session 8

Dong Sun ⋅ Rahul Nittala ⋅ Rebekka Burkholz

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

The Power of Power Law: Asymmetry Enables Compositional Reasoning

In Poster Session 8

Zixuan Wang ⋅ Xingyu Dang ⋅ Jason Lee ⋅ Kaifeng Lyu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Improved Scaling Laws via Weak-to-Strong Generalization in Random Features Ridge Regression

In Poster Session 8

Diyuan Wu ⋅ Lehan Chen ⋅ Theodor Misiakiewicz ⋅ Marco Mondelli

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

The Stability of Singular Distribution: A Spectral Perspective on the Two-Phase Dynamics of Language Model Pre-training

In Poster Session 8

Hongtao Zhang ⋅ WenJie Zhou ⋅ Chenxi Jia ⋅ Wei Chen ⋅ Xueqi Cheng

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Finding the Minimal Parameter Budget for Implicit Reasoning: A Data Complexity Driven Scaling Law for Language Models

In Poster Session 8

Xinyi Wang ⋅ Shawn Tan ⋅ Shenbo Xu ⋅ Mingyu Jin ⋅ William Wang ⋅ Rameswar Panda ⋅ Yikang Shen

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Hyperparameter Transfer with Mixture-of-Expert Layers

In Poster Session 8

Tianze Jiang ⋅ Blake Bordelon ⋅ Cengiz Pehlevan ⋅ Boris Hanin

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Sequential Group Composition: A Window into the Mechanics of Deep Learning

In Poster Session 8

Giovanni Luca Marchetti ⋅ Daniel Kunin ⋅ Adele Myers ⋅ Francisco Acosta ⋅ Nina Miolane

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Optimization Dynamics of Equivariant and Augmented Neural Networks

In Poster Session 8

Oskar Nordenfors ⋅ Fredrik Ohlsson ⋅ Axel Flinth

[ URL] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

A Theory of How Pretraining Shapes Inductive Bias in Fine-Tuning

In Poster Session 8

Nicolas Anguita ⋅ Francesco Locatello ⋅ Andrew Saxe ⋅ Marco Mondelli ⋅ Flavia Mancini ⋅ Samuel Lippl ⋅ Clémentine Dominé

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Post-Training with Policy Gradients: Optimality and the Base Model Barrier

In Poster Session 8

Alireza Mousavi-Hosseini ⋅ Murat Erdogdu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

The Expressive Power of Low Precision Softmax Transformers with (Summarized) Chain-of-Thought

In Poster Session 8

Moritz Brösamle ⋅ Stephan Eckstein

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

The Choice of Normalization Influences Shrinkage in Regularized Regression

In Poster Session 8

Johan Larsson ⋅ Jonas Wallin

[ URL] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Approximation Theory for Lipschitz Continuous Transformers

In Poster Session 8

Takashi Furuya ⋅ Davide Murari ⋅ Carola-Bibiane Schönlieb

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Spectral Gradient Descent Mitigates Anisotropy-Driven Misalignment: A Case Study in Phase Retrieval

In Poster Session 8

Guillaume Braun ⋅ Han Bao ⋅ Wei Huang ⋅ Masaaki Imaizumi

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

A Random Matrix Perspective on the Consistency of Diffusion Models

In Poster Session 8

Binxu Wang ⋅ Jacob A Zavatone-Veth ⋅ Cengiz Pehlevan

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Cross-View Lewis Weight Fusion Empowering Exemplar Replay for Federated Class-Incremental Learning

In Poster Session 8

Zhuang Qi ⋅ Yingpeng Tang ⋅ Lei Meng ⋅ Xiaoxiao Li ⋅ Han Yu ⋅ Xiangxu Meng

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

SWING: Unlocking Implicit Graph Representations for Graph Random Features

In Poster Session 8

Alessandro Manenti ⋅ Kumar Avinava Dubey ⋅ Arijit Sehanobish ⋅ Cesare Alippi ⋅ Krzysztof Choromanski

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

FlashSinkhorn: IO-Aware Entropic Optimal Transport on GPU

In Poster Session 8

Felix X.-F. Ye ⋅ Xingjie Li ⋅ An Yu ⋅ Ming-Ching Chang ⋅ LINSONG CHU ⋅ Davis Wertheimer

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

SCNS: Continual Personalization of Diffusion Models via Submodular Concept Neuron Selection

In Poster Session 8

Zijie Peng ⋅ Enneng Yang ⋅ Yifei Cheng ⋅ Hongliang Yuan ⋅ Fei Ma ⋅ Xiaochun Cao ⋅ Li Shen

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

DMCO: Budget-Aware Co-Optimization of Data Cleaning and AutoML

In Poster Session 8

Xiaoou Ding ⋅ Siying Chen ⋅ Zekai Qian ⋅ Hongbin Hu ⋅ Chen Wang ⋅ Hongzhi Wang ⋅ Jianmin Wang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

ShapCCS: Shapley-Driven Client Coreset Selection in Federated Learning

In Poster Session 8

Shuo Ji ⋅ Jie Hu ⋅ Zhouqiao He ⋅ Zijie Zhao ⋅ Tianrui Li ⋅ Jie Xu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Optimal Pricing for Data-Augmented AutoML Marketplaces

In Poster Session 8

Steven Xia ⋅ Minbiao Han ⋅ Jonathan Li ⋅ Raul Castro Fernandez ⋅ Haifeng Xu ⋅ sainyam galhotra

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Clustered Influence Functions

In Poster Session 8

Miklós Máté Badó ⋅ Kristian Fenech

[ Slides] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Minibatch selection for Language Models via Partition Matroid Constrained Gradient Matching

In Poster Session 8

Prayas Agrawal ⋅ Prateek Chanda ⋅ Ishita Khatri ⋅ Ganesh Ramakrishnan ⋅ Bamdev Mishra ⋅ Pratik Kumar Jawanpuria

[ Slides] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

CUPID in the Model Zoo: Online Matchmaking for Selecting Your Dream LLM

In Poster Session 8

Son Nguyen ⋅ Xinyuan Liu ⋅ Ransalu Senanayake

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Constrained Flow Optimization via Sequential Fine-Tuning for Molecular Design

In Poster Session 8

Sven Gutjahr ⋅ Riccardo De Santi ⋅ Luca Schaufelberger ⋅ Kjell Jorner ⋅ Andreas Krause

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

ToaSt: Token Channel Selection and Structured Pruning for Efficient ViT

In Poster Session 8

Hyunchan Moon ⋅ Cheonjun Park ⋅ Steven Waslander

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

The Ideal Expression Is Not a Local Optimum: A Revisit of EQL with Zero-Point Constraints

In Poster Session 8

Sannyuya Liu ⋅ Ao Chen ⋅ Lin Liu ⋅ Ruxia Liang ⋅ Xiaoxuan Shen ⋅ Jianwen Sun

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Beyond Majority Voting: LLM Aggregation by Leveraging Higher-Order Information

In Poster Session 8

Rui Ai ⋅ Yuqi Pan ⋅ David Simchi-Levi ⋅ Milind Tambe ⋅ Haifeng Xu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

FedGain: Toward Negative-Gain-Free Client Collaboration in Federated Learning

In Poster Session 8

Yuqing Zhang ⋅ Changli Zhou ⋅ Binghuang Huang ⋅ Hui Tian

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Active Budget Allocation for Efficient Scaling Law Estimation via Surrogate-Guided Pruning

In Poster Session 8

Viktoria Schram ⋅ Markus Hiller ⋅ Daniel Beck ⋅ Trevor Cohn

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Coupled Trigger Optimization and Vulnerable Parameter Alignment for Persistent Backdoor Attacks on Federated Learning

In Poster Session 8

Zhixuan Ma ⋅ Haichang Gao ⋅ Shangwen Li ⋅ Ping Wang ⋅ Han Yu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Unifying and Optimizing Data Values for Selection via Sequential Decision-Making

In Poster Session 8

Frank Hongliang Chi ⋅ Qiong Wu ⋅ Zhengyi Zhou ⋅ Jonathan Li ⋅ Emily Dodwell ⋅ Yao Ma

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Efficiently Solving Discounted MDPs via Predictions with Unknown Prediction Errors

In Poster Session 8

Lixing Lyu ⋅ Jiashuo Jiang ⋅ Wang Chi Cheung

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Lie-Algebraic Neural Koopman Dynamics

In Poster Session 8

Jiwoong Kim ⋅ Jongwon Lee ⋅ Jungwoo Park ⋅ Sungwoo Park

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Efficient Tail-Aware Generative Optimization via Flow Model Fine-Tuning

In Poster Session 8

Zifan Wang ⋅ Riccardo De Santi ⋅ Xiaoyu Mo ⋅ Michael Zavlanos ⋅ Andreas Krause ⋅ Karl Johansson

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

FlashSketch: Sketch-Kernel Co-Design for Fast Sparse Sketching on GPUs

In Poster Session 8

Rajat Vadiraj Dwaraknath ⋅ Sungyoon Kim ⋅ Mert Pilanci

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Evaluating Sample Utility for Efficient Data Selection by Mimicking Model Weights

In Poster Session 8

Tzu-Heng Huang ⋅ Manjot Bilkhu ⋅ John Cooper ⋅ Frederic Sala ⋅ Javier Movellan

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Evolutionary Multi-View Classification with Label Noise via Gradient and Feature Dual-Perception

In Poster Session 8

Shuai Li ⋅ Xinyan Liang ⋅ Yuhua Qian ⋅ Li Lv

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Personalized Additive Modeling for Multi-level Federated Learning

In Poster Session 8

Shutong Chen ⋅ Tianyi Zhou ⋅ Guodong Long ⋅ Jie Ma ⋅ Jing Jiang ⋅ Chengqi Zhang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Recursive Binding on a Budget: Subspace Carving in Order-$p$ Tensor Memories

In Poster Session 8

Travis Pence ⋅ Daisuke Yamada ⋅ Vikas Singh

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

How much can language models memorize?

In Poster Session 8

John Morris ⋅ Chawin Sitawarin ⋅ Narine Kokhlikyan ⋅ Chuan Guo ⋅ Edward Suh ⋅ Alexander Rush ⋅ Kamalika Chaudhuri ⋅ Saeed Mahloujifar

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

SoftJAX & SoftTorch: Empowering Automatic Differentiation Libraries with Informative Gradients

In Poster Session 8

Anselm Paulus ⋅ Andreas René Geist ⋅ Vit Musil ⋅ Sebastian Hoffmann ⋅ Georg Martius

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Do You Want to Know if Two Distributions Are Close to Each Other?Testing the Closeness With Statistical Significance

In Poster Session 8

Zhijian Zhou ⋅ Liuhua Peng ⋅ Xunye Tian ⋅ Mingming Gong ⋅ Feng Liu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

On Testing Conditional Mean Independence for Manifold-Valued Data

In Poster Session 8

Meiling Zeng ⋅ Jinhong You ⋅ Jicai Liu ⋅ Shouxia Wang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Learning Generalized Label Distributions

In Poster Session 8

Haitao Wu ⋅ Weiwei Li ⋅ Kun Yue ⋅ Xiuyi Jia

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Training-Free Distribution Adaptation for Diffusion Models via Maximum Mean Discrepancy Guidance

In Poster Session 8

Matina Mahdizadeh Sani ⋅ Nima Jamali ⋅ Mohammad Jalali ⋅ Farzan Farnia

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

GR-LoRA: Gradient-Recycling Low-Rank Adaptation for Class-Incremental Learning

In Poster Session 8

Yipeng Lin ⋅ Fengqiang Wan ⋅ Yang Yang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Counterfactual Residual Data Augmentation for Regression

In Poster Session 8

Hossein Mohebbi ⋅ Oliver Schulte ⋅ Ke Li ⋅ Pascal Poupart

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Asymmetric conformal prediction with penalized kernel sum-of-squares

In Poster Session 8

Louis Allain ⋅ Sébastien Da Veiga ⋅ Brian Staber

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Divisiveness-Consistent Label Distribution Learning

In Poster Session 8

Yunan Lu ⋅ Haitao Wu ⋅ Weiwei Li ⋅ Lei Yang ⋅ Xiuyi Jia

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Particle Flow for Learning from Label Proportions

In Poster Session 8

alain rakotomamonjy ⋅ Maxime Vono ⋅ Ralaivola Liva

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Hard Labels In! Rethinking the Role of Hard Labels in Mitigating Local Semantic Drift

In Poster Session 8

Jiacheng Cui ⋅ Bingkui Tong ⋅ Xinyue Bi ⋅ Xiaohan Zhao ⋅ Jiacheng Liu ⋅ Zhiqiang Shen

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Explicitly Modeling Censoring Produces Superior Survival Predictors

In Poster Session 8

Shi-ang Qi ⋅ Yakun Yu ⋅ Russell Greiner

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Cross-Modal Knowledge Distillation without Paired Data: Theoretical Foundations and Algorithms

In Poster Session 8

Trong Khiem Tran ⋅ Duc Chu Anh ⋅ Quang Hung Pham ⋅ Phi Le Nguyen ⋅ Nghia Hoang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Towards Rule-Based Knowledge Sharing in Federated Learning

In Poster Session 8

Zixuan Qin ⋅ Qi Shen ⋅ Liu Yang ⋅ Qilong Wang ⋅ Qinghua Hu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Robust Signal Enhancement via Fractional Detail Views and Knowledge Guided Multi-view Fusion

In Poster Session 8

Zikun Jin ⋅ Yuhua Qian ⋅ Xinyan Liang ⋅ Jiaqian Zhang ⋅ Haijun Geng

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

HONet: Data-Efficient Learning for Exact Cover Problems via Hypergraph Optimization

In Poster Session 8

Pengyang Huang ⋅ Zirui Zhuang ⋅ Haifeng Sun ⋅ Qi Qi ⋅ Jingyu Wang ⋅ Jianxin Liao

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Expressivity-Efficiency Tradeoffs for Hybrid Sequence Models

In Poster Session 8

John Cooper ⋅ Mingchen Ma ⋅ Ilias Diakonikolas ⋅ Frederic Sala

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

TT-Sparse: Learning Sparse Rule Models with Differentiable Truth Tables

In Poster Session 8

Hans Farrell Soegeng ⋅ Sarthak Modi ⋅ Thomas Peyrin

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

NeuralFLoC: Neural Flow-Based Joint Registration and Clustering of Functional Data

In Poster Session 8

Xinyang Xiong ⋅ Siyuan Jiang ⋅ PENGCHENG ZENG

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Learn from A Rationalist: Distilling Intermediate Interpretable Rationales

In Poster Session 8

Jiayi Dai ⋅ Randy Goebel

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Courtroom Analogy: New Perspective on Uncertainty-Aware Classification

In Poster Session 8

Taeseong Yoon ⋅ Heeyoung Kim

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

BESplit: Bias-Compensated Split Federated Learning with Evidential Aggregation

In Poster Session 8

Yuhan Xie ⋅ Chen Lyu ⋅ Jingrong Huang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Distribution Alignment for One-Shot Federated Learning via Optimal Transport

In Poster Session 8

Daniele Berardini ⋅ Vito Paolo Pastore ⋅ Vittorio Murino

[ Slides] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Refining Dual Spectral Sparsity in Transformed Tensor Singular Values

In Poster Session 8

Andong Wang ⋅ Yuning Qiu ⋅ Haonan Huang ⋅ Zhong Jin ⋅ Guoxu Zhou ⋅ Qibin Zhao

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Uncovering Competency Gaps in Large Language Models and Their Benchmarks

In Poster Session 8

Maty Bohacek ⋅ Nino Scherrer ⋅ Nicholas Dufour ⋅ Thomas Leung ⋅ Christoph Bregler ⋅ Stephanie Chan

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Correct looks better: Pairwise comparisons reveal accuracy rankings

In Poster Session 8

Mina Remeli ⋅ Moritz Hardt

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Probing the Knowledge Boundary: An Interactive Agentic Framework for Deep Knowledge Extraction

In Poster Session 8

Yuheng Yang ⋅ Siqi Zhu ⋅ Tao Feng ⋅ Ge Liu ⋅ Jiaxuan You

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

LiveOIBench: Can Large Language Models Outperform Human Contestants in Informatics Olympiads?

In Poster Session 8

Kaijian Zou ⋅ Feiyang Xiong ⋅ Yunxiang Zhang ⋅ Xinliang Frederick Zhang ⋅ Yueqi Ren ⋅ Shitanshu Bhushan ⋅ Ayoung Lee ⋅ Jirong Yang ⋅ Lu Wang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

WISE: World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation

In Poster Session 8

Yuwei Niu ⋅ Munan Ning ⋅ Mengren Zheng ⋅ Weiyang Jin ⋅ Bin Lin ⋅ Peng Jin ⋅ Jiaqi Liao ⋅ Chaoran Feng ⋅ Fanqing Meng ⋅ Kun-Peng Ning ⋅ Bin Zhu ⋅ Li Yuan

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Anytime-Valid Inference for Online Ranking of Large Language Models

In Poster Session 8

Runzhe Gu ⋅ Wenguang Sun ⋅ Bowen Gang ⋅ Xintao Xia

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Beyond Benchmarks: Toward Causally Faithful Evaluation of Large Language Models

In Poster Session 8

Zhengshuyuan Tian ⋅ Chuanxin Lan ⋅ Chenxi Wang ⋅ Lei Wang ⋅ Guoxin Kang ⋅ Zhengxin Yang ⋅ Yunyou Huang ⋅ Xuehai Hong ⋅ Wanling Gao ⋅ Jianfeng Zhan

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Prescriptive Scaling Reveals the Evolution of Language Model Capabilities

In Poster Session 8

Hanlin Zhang ⋅ Jikai Jin ⋅ Vasilis Syrgkanis ⋅ Sham Kakade

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Is Graph Mixup Beneficial? Investigating Interpolation And Empirical Performance of Graph Mixup Methods

In Poster Session 8

Simon Forbat ⋅ Rainer Gemulla

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

VisualPuzzles: Decoupling Multimodal Reasoning Evaluation from Domain Knowledge

In Poster Session 8

Yueqi Song ⋅ Tianyue Ou ⋅ Yibo Kong ⋅ Zecheng Li ⋅ Graham Neubig ⋅ Xiang Yue

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Evaluating LLMs When They Do Not Know the Answer: Statistical Evaluation of Mathematical Reasoning via Comparative Signals

In Poster Session 8

Zihan Dong ⋅ Zhixian Zhang ⋅ Yang Zhou ⋅ Can Jin ⋅ Ruijia Wu ⋅ Linjun Zhang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

MGAL: A Multilingual Granularity-Aware Long-Context Benchmark

In Poster Session 8

Chunhan Li ⋅ Chenglin Xu ⋅ Zongyang Zhang ⋅ Jiale Liu ⋅ Zhuoxi Rao ⋅ Xudong jia ⋅ JUNXIU HE ⋅ Menglin Yang ⋅ Wenjuan Gong ⋅ Zhengzhe Liu ⋅ Chengwei Qin

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Routing and Reasoned Evaluation with Large Language Models

In Poster Session 8

Guiyao Tie ⋅ Tianyao Luo ⋅ Xueyang Zhou ⋅ Chaoran Hu ⋅ Yunhong He ⋅ Junran Wu ⋅ Yuanfan Yao ⋅ Pan Zhou ⋅ Lichao Sun

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Lost in Context: Discovering Context Anxiety in Large Language Models

In Poster Session 8

Ifueko Igbinedion ⋅ Jillian Ross ⋅ Etienne Ricardez ⋅ Sertac Karaman ⋅ Eric So

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Beyond the Final Answer: Evaluating the Reasoning Trajectories of Tool-Augmented Agents

In Poster Session 8

Wonjoong Kim ⋅ Sangwu Park ⋅ Yeonjun In ⋅ Sein Kim ⋅ Dongha Lee ⋅ Chanyoung Park

[ Slides] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

CoCoQuant: Breaking the Bandwidth Wall via Co-Optimized Communication and Computation Quantization

In Poster Session 8

Haojie Duanmu ⋅ Jifeng Ding ⋅ Size Zheng ⋅ Xuegui Zheng ⋅ Jiangfei Duan ⋅ Xingcheng ZHANG ⋅ Li-Wen Chang ⋅ Xin Liu ⋅ Dahua Lin

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

LO-BCQ: Locally Optimal Block Clustered Quantization for 4-bit (W4A4) LLM Inference

In Poster Session 8

Reena Elangovan ⋅ Charbel Sakr ⋅ Anand Raghunathan ⋅ Brucek Khailany

[ URL] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

KernelBand: Steering LLM-based Kernel Optimization via Hardware-Aware Multi-Armed Bandits

In Poster Session 8

Dezhi Ran ⋅ Shuxiao Xie ⋅ Mingfang Ji ⋅ Anmin Liu ⋅ Mengzhou Wu ⋅ Yuan Cao ⋅ Yuzhe Guo ⋅ Hao Yu ⋅ Linyi Li ⋅ Yitao Hu ⋅ Wei Yang ⋅ Tao Xie

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

DELTA4: Sparse Matrix-Vector Multiplication for Low Sparsity

In Poster Session 8

Vladimír Macko ⋅ Vladimír Boža

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

StitchCUDA: An Automated Multi-Agents End-to-End GPU Programing Framework with Rubric-based Agentic Reinforcement Learning

In Poster Session 8

Shiyang Li ⋅ Zijian Zhang ⋅ Winson Chen ⋅ Yuebo Luo ⋅ Mingyi Hong ⋅ Caiwen Ding

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Scalable Training of 3D Gaussian Splatting via Out-of-Core Optimization

In Poster Session 8

Chonghao Zhong ⋅ Shi Linfeng ⋅ ChenHua ⋅ Tiecheng Sun ⋅ Hao Zhao ⋅ Binhang Yuan ⋅ Chaojian Li

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Untied Ulysses: Memory-Efficient Context Parallelism via Headwise Chunking

In Poster Session 8

Ravi Ghadia ⋅ Maksim Abraham ⋅ Sergei Vorobyov ⋅ Max Ryabinin

[ Slides] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

SlideSparse: Fast and Flexible (2N-2):2N Structured Sparsity

In Poster Session 8

Yingbo HAO ⋅ Hanyong Shao ⋅ Ting Song ⋅ Yan Xia ⋅ Di Zhang ⋅ Shaohan Huang ⋅ Xun Wu ⋅ Songchen Xu ⋅ Le Xu ⋅ Li Dong ⋅ Zewen Chi ⋅ Yi Zou ⋅ Furu Wei

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Veda: Scalable Video Diffusion via Distilled Sparse Attention

In Poster Session 8

Shihao Han ⋅ Hao Yang ⋅ Xinting Hu ⋅ Xiaofeng Mei ⋅ Yi Jiang ⋅ XIAOJUAN QI

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

DITRON: Distributed Multi-level Tiling Compiler for Parallel Tensor Programs

In Poster Session 8

Size Zheng ⋅ Xuegui Zheng ⋅ Hanshi Sun ⋅ Qi Hou ⋅ Wenlei Bao ⋅ Shiyu Li ⋅ Haojie Duanmu ⋅ Jin Fang ⋅ Chenli Xue ⋅ Chenhui Huang ⋅ Yuanqiang Liu ⋅ Renze Chen ⋅ Ningxin Zheng ⋅ Dongyang Wang ⋅ Li-Wen Chang ⋅ Liqiang Lu ⋅ Yun Liang ⋅ Jidong Zhai ⋅ Xin Liu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Faster Activation Functions at the Edge for Post-Training Speedups

In Poster Session 8

Anton Lydike ⋅ Jun Bi ⋅ Jackson Woodruff

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

On Efficient Scaling of GNNs via IO-Aware Layers Implementations

In Poster Session 8

Daria Fomina ⋅ Daniil Krasylnikov ⋅ Alexey Boykov ⋅ Andrey Dolgovyazov ⋅ Vyacheslav Zhdanovskiy ⋅ Fedor Velikonivtsev

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

KernelFoundry: Hardware-Aware Evolutionary GPU Kernel Optimization

In Poster Session 8

Nina Wiedemann ⋅ Quentin Leboutet ⋅ Michael Paulitsch ⋅ Diana Wofk ⋅ Benjamin Ummenhofer

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Understand and Accelerate Memory Processing Pipeline for Large Language Model Inference

In Poster Session 8

Zifan He ⋅ Rui Ma ⋅ Yizhou Sun ⋅ Jason Cong

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Ultrafast On-Chip Online Learning via Spline Locality in Kolmogorov–Arnold Networks

In Poster Session 8

Duc Hoang ⋅ Aarush Gupta ⋅ Philip Harris

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Independent Component Discovery in Temporal Count Data

In Poster Session 8

Alexandre Chaussard ⋅ Anna Bonnet ⋅ Sylvain Le Corff

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Geodesic Calculus on Implicitly Defined Latent Manifolds

In Poster Session 8

Florine Hartwig ⋅ Josua Sassen ⋅ Juliane Braunsmann ⋅ Martin Rumpf ⋅ Benedikt Wirth

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

LOTTERY: Learning from Reference-Only Samples in Two-Sample Testing under Size Asymmetry

In Poster Session 8

Xunye Tian ⋅ Zhijian Zhou ⋅ Liuhua Peng ⋅ Feng Liu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Revisiting OOD Generalization in Programmatic RL

In Poster Session 8

Amirhossein Rajabpour ⋅ Kiarash Aghakasiri ⋅ Sandra Zilles ⋅ Levi Lelis

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

$\mathbb{R}^{2k}$ is Theoretically Large Enough for Embedding-based Top-$k$ Retrieval

In Poster Session 8

Zihao Wang ⋅ Hang Yin ⋅ Lihui Liu ⋅ Hanghang Tong ⋅ Yangqiu Song ⋅ Ginny Wong ⋅ Simon See

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Relevance-Based Embeddings: Lightweight Candidate Selection via Heavy Ranker Calls

In Poster Session 8

Kirill Shevkunov ⋅ Andrey Ploskonosov ⋅ Liudmila Prokhorenkova

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Klein Hyperbolic Metric Learning

In Poster Session 8

Yulin Zhang ⋅ Boxuan Hu ⋅ Huimin Li ⋅ Junlin Hu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

STD-Former: Image-Conditioned Texture Dictionary Encoding with Sparse Topological Supervision for Texture Recognition

In Poster Session 8

Bo Peng ⋅ Ke Xu ⋅ Yurui Pan

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

The Extra Tokens Matter: Disentangled Representation Learning with Vision Transformers

In Poster Session 8

Maofeng Tang ⋅ Hairong Qi

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

FloorplanQA: A Benchmark for Spatial Reasoning in LLMs using Structured Representations

In Poster Session 8

Fedor Rodionov ⋅ Abdelrahman Eldesokey ⋅ Michael Birsak ⋅ John Femiani ⋅ Bernard Ghanem ⋅ Peter Wonka

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Robust Multi-View Fusion via Prototype-Anchored Unbalanced Optimal Transport

In Poster Session 8

Han Zhang ⋅ Xingwen Zhao ⋅ HUI LI

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Evidential Copula Concept Embedding Models

In Poster Session 8

Yanjie Qiu ⋅ Xiaodong Yue ⋅ Xuhui Fan ⋅ Yufei Chen ⋅ Jie Shi ⋅ Wei Liu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Tree-Structured Orthonormal Decomposition of the Aitchison Simplex

In Poster Session 8

Daisuke Yamada ⋅ Qijun Zhang ⋅ Travis Pence ⋅ Barbara Bendlin ⋅ Federico Rey ⋅ Vikas Singh

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Vector Linking via Cross-Model Local Isometric Consistency

In Poster Session 8

Ziying Chen ⋅ Yang Cao ⋅ He Sun ⋅ Beining Yang ⋅ Tianjian Yang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Physics from Video: Identifiability of Time-Invariant Second-Order ODEs under Minimal Trajectory Conditions

In Poster Session 8

Yuanyuan Wang ⋅ Wenjie Wang ⋅ Kun Zhang ⋅ Mingming Gong

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Revisiting the Platonic Representation Hypothesis: An Aristotelian View

In Poster Session 8

Fabian Gröger ⋅ Shuo Wen ⋅ Maria Brbic

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Steer Where It Matters: Token-Level Visual-Sensitivity Steering for LVLMs Hallucination Mitigation

In Poster Session 8

ruipeng zhang ⋅ Zhihao Li ⋅ C.L.Philip Chen ⋅ Tong Zhang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Local Intrinsic Dimension of Representations Predicts Alignment and Generalization in AI Models and Human Brain

In Poster Session 8

Junjie Yu ⋅ Wenxiao Ma ⋅ Chen Wei ⋅ Jianyu Zhang ⋅ Haotian Deng ⋅ Zihan Deng ⋅ Quanying Liu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Privacy-Aware Video Anomaly Detection: Guided Orthogonal Projection and a Comprehensive Evaluation Framework

In Poster Session 8

Wenxiang Diao ⋅ Lei Wang ⋅ Andrew Busch ⋅ Jun Zhou ⋅ Yongsheng Gao

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

The Perception–Physics Paradox: Probing Scientific Alignment with TC-Atlas

In Poster Session 8

Dingling Yao ⋅ Andrea Polesello ⋅ Adeel Pervez ⋅ Caroline Muller ⋅ Francesco Locatello

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Unsupervised Disentanglement Without Compromises : How Functional Orthogonality Enforces Identifiability

In Poster Session 8

Mathieu Simon ⋅ Pascal Frossard ⋅ Christophe De Vleeschouwer

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Unveiling And Addressing Dimensional Collapse In Vector Quantization Models Via Codebook Regularization

In Poster Session 8

Fang Zhang ⋅ Yongxin Zhu ⋅ Yihao Liu ⋅ Bin Fu ⋅ Linli Xu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

From Content to Knowledge: Lightning Fast Long-Video Understanding with Neural Knowledge Representations

In Poster Session 8

Yuchen Guan ⋅ Xiao Li ⋅ Zongyu Guo ⋅ Xiaoyi Zhang ⋅ Xiulian Peng ⋅ Chun Yuan ⋅ Yan Lu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Contrastive Order Learning: A General Framework for Ordinal Regression

In Poster Session 8

Chaewon Lee ⋅ BeomJun Shim ⋅ Kwang Choi ⋅ Chang-Su Kim

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Representation Unlearning: Forgetting through Information Compression

In Poster Session 8

Antonio Almudévar ⋅ Alfonso Ortega

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

WorldComp2D: Spatio-semantic Representations of Object Identity and Location from Local Views

In Poster Session 8

SeongMin Jin ⋅ Doo Seok Jeong

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

nD-RoPE: A Generalized RoPE for n-Dimensional Position Embedding

In Poster Session 8

Boyang Li ⋅ Yulin Wu ⋅ Sizhe Xu ⋅ Nuoxian Huang ⋅ Zhonghang Yuan ⋅ Shangyi Guo ⋅ Shu Yang ⋅ Takahiro Yabe

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

An Asymmetric Latent Factorization-of-Tensors Model for Relation Extraction

In Poster Session 8

Weiling Li ⋅ Zhaoheng Shi ⋅ Jiajia Mi ⋅ Zhigang Liu ⋅ Jialiang Wang ⋅ Xin Luo

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Normalizing Diffusion Kernels with Optimal Transport

In Poster Session 8

Nathan Kessler ⋅ Robin Magnet ⋅ Jean Feydy

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Text Has Curvature

In Poster Session 8

Karish Grover ⋅ Hanqing Zeng ⋅ Yinglong Xia ⋅ Christos Faloutsos ⋅ Geoff Gordon

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Scalable and Interpretable Representation Alignment with Ordinal Similarity

In Poster Session 8

Diogo Soares ⋅ Pankhil Gawade ⋅ Andrea Dittadi ⋅ Ewa Szczurek

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

SOTAlign: Semi-Supervised Alignment of Unimodal Vision and Language Models via Optimal Transport

In Poster Session 8

Simon Roschmann ⋅ Paul KRZAKALA ⋅ Sonia Mazelet ⋅ Quentin Bouniot ⋅ Zeynep Akata

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

From Generalist to Specialist Representation

In Poster Session 8

Yujia Zheng ⋅ Fan Feng ⋅ Yuke Li ⋅ Shaoan Xie ⋅ Kevin Murphy ⋅ Kun Zhang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

No More K-means: Single-Stage Sparse Coding for Efficient Multi-Vector Retrieval

In Poster Session 8

Lixuan Guo ⋅ Yifei Wang ⋅ Tiansheng Wen ⋅ Aosong Feng ⋅ Stefanie Jegelka ⋅ Chenyu You

[ Slides] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

GeoFlow: Geo-Aware Modeling of Inter-Area Relationships in OD Flow Prediction and Generation

In Poster Session 8

Zherui Huang ⋅ Guanjie Zheng ⋅ Hao Xue ⋅ Linghe Kong

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Multi-Way Representation Alignment

In Poster Session 8

Akshit Achara ⋅ Tatiana Gaintseva ⋅ Matéo Mahaut ⋅ Pritish Chakraborty ⋅ Viktor Johansson ⋅ Melih Barsbey ⋅ Emanuele Rodolà ⋅ Donato Crisostomi

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Gradient Transformer: Learning to Generate Updates for LLMs

In Poster Session 8

Binh-Nguyen Nguyen ⋅ Khang Tran ⋅ Hai Phan ⋅ Issa Khalil

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

HEDP: A Hybrid Energy-Distance Prompt-based Framework for Domain Incremental Learning

In Poster Session 8

Yu Feng ⋅ Zhen Tian ⋅ Haoran Luo ⋅ Xie Yu ⋅ Diancheng Cheng ⋅ Haoyue Zheng ⋅ Shuai Lyu ⋅ Ping Zong ⋅ Lianyuan Li ⋅ xin ge ⋅ Yifan Zhu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Investigating Continual Pretraining in Large Language Models: Insights and Implications

In Poster Session 8

Cagatay Yildiz ⋅ Nishaanth Kanna ⋅ Nitin Sharma ⋅ Matthias Bethge ⋅ Beyza Ermis

[ URL] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Distilling Linearized Behavior into Non-linear Fine-Tuning for Effective Task Arithmetic

In Poster Session 8

Thomas Sommariva ⋅ Francesca Morandi ⋅ Simone Calderara ⋅ Angelo Porrello

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Rethinking Memory in Continual Learning: Beyond a Monolithic Store of the Past

In Poster Session 8

Yaqian Zhang ⋅ Bernhard Pfahringer ⋅ Eibe Frank ⋅ Albert Bifet

[ Slides] [ Poster] [ URL] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Spectral Imbalance Causes Forgetting in Low-Rank Continual Adaptation

In Poster Session 8

Hao Gu ⋅ Mao-Lin Luo ⋅ Zi-Hao Zhou ⋅ Han-Chen Zhang ⋅ Min-Ling Zhang ⋅ Tong Wei

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

SaTeen: Learning Structural Alignment for Continual Test-Time Adaptation

In Poster Session 8

Chang Liu ⋅ Ruotong Zhao ⋅ Li Gao ⋅ Yupei Zhang

[ Slides] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Learning to Memorize with Attributive and Associative Memory for Online Test-Time Adaptation of Vision-Language Models

In Poster Session 8

Yuchao Zhang ⋅ Eric Wang ⋅ Fan Zhang ⋅ Haoxuan Li ⋅ Yisen Wang ⋅ Zhouchen Lin ⋅ Jun Wang ⋅ QIRUI MI ⋅ Mengyue Yang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Position: Modular Memory is the Key to Continual Learning Agents

In Poster Session 8

Vaggelis Dorovatas ⋅ Malte Schwerin ⋅ Andrew Bagdanov ⋅ Lucas Caccia ⋅ Antonio Carta ⋅ Laurent Charlin ⋅ CITEC Barbara Hammer ⋅ Tyler Hayes ⋅ Timm Hess ⋅ Christopher Kanan ⋅ Dhireesha Kudithipudi ⋅ Xialei Liu ⋅ Vincenzo Lomonaco ⋅ Jorge Mendez-Mendez ⋅ Darshan Patil ⋅ Ameya Pandurang Prabhu ⋅ Elisa Ricci ⋅ Tinne Tuytelaars ⋅ Gido M van de Ven ⋅ Liyuan Wang ⋅ Joost van de Weijer ⋅ Jonghyun Choi ⋅ Martin Mundt ⋅ Rahaf Aljundi

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Turning Back Without Forgetting: Selective Backward Refinement for Parameter-Efficient Continual Learning

In Poster Session 8

Anushka Tiwari ⋅ Kaiyi Ji

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

MePo: Meta Post-Refinement for Rehearsal-Free General Continual Learning

In Poster Session 8

Guanglong Sun ⋅ Hongwei Yan ⋅ Liyuan Wang ⋅ Zhiqi KANG ⋅ Shuang Cui ⋅ Hang Su ⋅ Jun Zhu ⋅ Yi Zhong

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Don't Reinvent the Wheel, Just Realign the Spokes: Resource-Efficient Federated Fine-Tuning via Rank-Wise Expert Assembly

In Poster Session 8

Yebo Wu ⋅ Jingguang Li ⋅ Zhijiang Guo ⋅ Li Li

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

PLATE: Plasticity-Tunable Efficient Adapters for Geometry-Aware Continual Learning

In Poster Session 8

Romain Cosentino

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Beyond Buffer Limits: Energy-Based Data Reassembly for Continual Learning

In Poster Session 8

Zhenyi Wang ⋅ Yixuan Sun ⋅ Yue Wang ⋅ Zhong Chen ⋅ Heng Huang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

COBRA: Contribution-Based Bayesian Rank Allocation for Parameter-Efficient Fine-Tuning

In Poster Session 8

Xuanze Zhao ⋅ Hongcheng Ding ⋅ Jing Jin ⋅ LIU XUANHUANG ⋅ Shamsul Abdullah ⋅ Deshinta Dewi

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Doc-to-LoRA: Learning to Instantly Internalize Contexts

In Poster Session 8

Rujikorn Charakorn ⋅ Edoardo Cetin ⋅ Shinnosuke Uesaka ⋅ Robert Lange

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

TuneAhead: Predicting Fine-tuning Performance Before Training Begins

In Poster Session 8

Yuxiang Luo ⋅ Haonan Long ⋅ Chen Wang ⋅ Qiqi Duan ⋅ Xiaotian Lin ⋅ Yanwei XU ⋅ Yuyu Luo ⋅ Weikai Yang ⋅ Nan Tang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

What Linear Probes Miss: Multi-View Probing for Weight-Space Learning

In Poster Session 8

Eunwoo Heo ⋅ Kyeongkook Seo ⋅ Jaejun Yoo

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Retrospective Feature Estimation for Continual Learning

In Poster Session 8

Nghia Nguyen ⋅ Trung Hieu Nguyen ⋅ Ang Li ⋅ Hoang Pham ⋅ Viet Anh Nguyen ⋅ Khoa Doan

[ URL] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Probabilistic Pretraining for Improved Neural Regression

In Poster Session 8

Boris Oreshkin ⋅ Shiv Tavker ⋅ Dmitry Efimov

[ URL] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

From Memorization to Parameter Interference: How Overtraining Experts Harms Model Merging

In Poster Session 8

Stefan Horoi ⋅ Guy Wolf ⋅ Eugene Belilovsky ⋅ Gintare Karolina Dziugaite

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Procedural Pretraining: Warming Up Language Models with Abstract Data

In Poster Session 8

Liangze Jiang ⋅ Zachary Shinnick ⋅ Anton Hengel ⋅ Hemanth Saratchandran ⋅ Damien Teney

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Unsupervised Hierarchical Skill Discovery

In Poster Session 8

Damion Harvey ⋅ Steven James ⋅ Benjamin Rosman ⋅ Branden Ingram ⋅ Geraud Nangue Tasse

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Squeezing More from the Stream : Learning Representation Online for Streaming Reinforcement Learning

In Poster Session 8

Nilaksh ⋅ Antoine Clavaud ⋅ Mathieu Reymond ⋅ Francois Rivest ⋅ Sarath Chandar

[ Slides] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Provably Efficient Policy-Reward Co-Pretraining for Adversarial Imitation Learning

In Poster Session 8

Tian Xu ⋅ Zexuan Chen ⋅ Zhilong Zhang ⋅ Yi-Chen Li ⋅ Chenyang Wang ⋅ lei yuan ⋅ Yang Yu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Mirror Descent Actor Critic via Bounded Advantage Learning

In Poster Session 8

Ryo Iwaki

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Beyond Policy Training: Recursive Solution Search from Unannotated Videos

In Poster Session 8

Lipeng Wan ⋅ Jianhui Gu ⋅ Junjie Ma ⋅ Anbang Wang ⋅ Xuguang Lan

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Unsupervised Mode Discovery for Fine-tuning Multimodal Generative Policies

In Poster Session 8

Alberta Longhini ⋅ David Emukpere ⋅ Jean-Michel Renders ⋅ Seungsu Kim

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

COLLIE: Guiding Skill Discovery in Semantically Coherent Latent Space

In Poster Session 8

Yao Luan ⋅ Ni Mu ⋅ Hanfei Ge ⋅ Yiqin Yang ⋅ Bo XU ⋅ Qing-Shan Jia

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Flow Inverse Reinforcement Learning

In Poster Session 8

Zhenglin Wan ⋅ Jingxuan Wu ⋅ Xingrui Yu ⋅ Chubin Zhang ⋅ Mingcong Lei ⋅ Bo An ⋅ Ivor Tsang ⋅ Yang You

[ Slides] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Noise-corrected GRPO: From Noisy Rewards to Unbiased Gradients

In Poster Session 8

Omar Elmansouri ⋅ Fathinah Izzati ⋅ Mohamed El Amine Seddik ⋅ Salem Lahlou

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

POLIA: Policy Optimization with Visual-Object-Level Intrinsic Advantage for Multimodal Reasoning

In Poster Session 8

Yiran Zeng ⋅ Da Chen ⋅ Hangyu Mao ⋅ Yuanxing Zhang ⋅ Pengfei Wan ⋅ Mengchen Zhao

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Reward Learning through Ranking Mean Squared Error

In Poster Session 8

Chaitanya Kharyal ⋅ Calarina Muslimani ⋅ Matthew Taylor

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Beyond Token-level Supervision: Unlocking the Potential of Decoding-based Regression via Reinforcement Learning

In Poster Session 8

Ming Chen ⋅ Sheng Tang ⋅ Rong-Xi Tan ⋅ Ziniu Li ⋅ Jiacheng Chen ⋅ Ke Xue ⋅ Chao Qian

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

TimeRewarder: Learning Dense Reward from Passive Videos via Frame-wise Temporal Distance

In Poster Session 8

Yuyang Liu ⋅ Chuan Wen ⋅ Yihang Hu ⋅ Dinesh Jayaraman ⋅ Yang Gao

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Fast and Highly Expressive Policy Learning for Offline Reinforcement Learning via Bootstrapped Flow Q-Learning

In Poster Session 8

Thanh Nguyen ⋅ Tri Ton ⋅ Hongbin Choe ⋅ Minh-Tung Luu ⋅ Chang Yoo

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

AdverMCTS: Combating Pseudo-Correctness in Code Generation via Adversarial Monte Carlo Tree Search

In Poster Session 8

Qingyao Li ⋅ Weiwen Liu ⋅ Weinan Zhang ⋅ Yong Yu ⋅ Bo An

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Boosting World Models Learning via Latent-Space Value Alignment

In Poster Session 8

Xingyu Jiang ⋅ Yuheng Pan ⋅ Mukang You ⋅ Xiuhui Zhang ⋅ Ning Gao ⋅ Guanwei Yan ⋅ Hao Li ⋅ Yue Deng

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Generative Online Reinforcement Learning

In Poster Session 8

Chubin Zhang ⋅ Zhenglin Wan ⋅ Feng Chen ⋅ Fuchao Yang ⋅ Lang Feng ⋅ Yaxin Zhou ⋅ Xingrui Yu ⋅ Yang You ⋅ Ivor Tsang ⋅ Bo An

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Geometric Coherence Learning for Structuring Value Functions in Plain MDPs

In Poster Session 8

Zuyuan Zhang ⋅ Zeyu Fang ⋅ Tian Lan

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

PRPO: Paragraph-level Policy Optimization for Vision-Language Deepfake Detection

In Poster Session 8

Tuan Nguyen ⋅ Naseem Khan ⋅ Khang Tran ⋅ Hai Phan ⋅ Issa Khalil

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Noise-Guided Transport: Imitation Learning from Random Priors

In Poster Session 8

Lionel Blondé ⋅ Joao A. Candido Ramos ⋅ Alexandros Kalousis

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Position: Agentic Systems Should be General

In Poster Session 8

Elron Bandel ⋅ Asaf Yehudai ⋅ Alexandre Lacoste ⋅ Avijit Ghosh ⋅ Graham Neubig ⋅ Margaret Mitchell ⋅ Michal Shmueli-Scheuer ⋅ Leshem Choshen

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Position: Robust AI Personalization Will Require a Human Context Protocol

In Poster Session 8

Anand Shah ⋅ Tobin South ⋅ Talfan Evans ⋅ Hannah Kirk ⋅ Jiaxin Pei ⋅ Andrew Trask ⋅ Glen Weyl ⋅ Michiel Bakker

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

ProbeLLM: Automating Principled Diagnosis of LLM Failures

In Poster Session 8

Yue Huang ⋅ Zhengzhe Jiang ⋅ Yuchen Ma ⋅ Yu Jiang ⋅ Xiangqi Wang ⋅ Yujun Zhou ⋅ Yuexing Hao ⋅ kehan guo ⋅ Pin-Yu Chen ⋅ Marzyeh Ghassemi ⋅ Stefan Feuerriegel ⋅ Xiangliang Zhang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Position: AI Leaderboards Are Underserving the Global South: A Case Study from India

In Poster Session 8

Sourav Banerjee ⋅ Saikat Saha

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Learning When to Act or Refuse: Guarding Agentic Reasoning Models for Safe Multi-Step Tool Use

In Poster Session 8

Aradhye Agarwal ⋅ Gurdit Singh Siyan ⋅ Yash Pandya ⋅ Joykirat Singh ⋅ Akshay Nambi ⋅ Ahmed Awadallah

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Position: No Retroactive Cure for Infringement during Training

In Poster Session 8

Satoru Utsunomiya ⋅ Masaru Isonuma ⋅ Junichiro Mori ⋅ Ichiro Sakata

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Social Hippocampus Memory Learning

In Poster Session 8

Liping Yi ⋅ Zhiming Zhao ⋅ Kewen Zhu ⋅ Xiang Li ⋅ Zhiwei Shang ⋅ Qinghua Hu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

CollabBench: Benchmarking and Unleashing Collaborative Ability of LLMs with Diverse Players via Proactive Engagement

In Poster Session 8

Hong Qian ⋅ Yuanhao Liu ⋅ Zihan Zhou ⋅ Zongbao Zhang ⋅ Hanjie Ge ⋅ Haotian Shi ⋅ Liang Dou ⋅ Xiangfeng Wang ⋅ Jing-Wen Yang ⋅ Aimin Zhou

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Position: AI/ML Deepfake Research is Misaligned with AI Generated Non-Consensual Intimate Imagery (AIG-NCII)

In Poster Session 8

Qiwei Li ⋅ Wells Lucas Santo ⋅ Sarita Schoenebeck ⋅ Eric Gilbert

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

MORALISE: A Structured Benchmark for Moral Alignment in Visual Language Models

In Poster Session 8

Xiao Lin ⋅ Zhining Liu ⋅ Ze Yang ⋅ Gaotang Li ⋅ Ruizhong Qiu ⋅ Shuke Wang ⋅ Hui Liu ⋅ Haotian Li ⋅ Yuchen Yan ⋅ Sumit Keswani ⋅ Vishwa Pardeshi ⋅ Huijun Zhao ⋅ Wei Fan ⋅ Hanghang Tong

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

DDIM Inversion as a Perturbation Amplifier: Breaking Mimicry Protection via Reconstruction Error Minimization

In Poster Session 8

Huming Qiu ⋅ Peiyi Chen ⋅ Mi Zhang ⋅ Geng Hong ⋅ Xiaoyu You ⋅ Mi Wen ⋅ Min Yang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Position: Generative Models Erode Temporal Learning Through Market Selection

In Poster Session 8

Wenjun Cao

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Position: AI Welfare Is Bullshit

In Poster Session 8

Yunze Xiao ⋅ Gordon Dai ⋅ Shahan Ali Memon ⋅ Jen-Tse Huang ⋅ Maarten Sap ⋅ Mona Diab

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Position: Multiple Definitions & Unrealistic Assumptions of Model Collapse Distract from Real World Threats

In Poster Session 8

Rylan Schaeffer ⋅ Joshua Kazdan ⋅ Alvan Arulandu ⋅ Sanmi Koyejo

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Position: Neglecting the Sustainability of AI is Fuelling a Global AI Arms Race

In Poster Session 8

Pedram Bakhtiarifard ⋅ Pınar Tözün ⋅ Christian Igel ⋅ Raghavendra Selvan

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Position: the Stochastic Parrot in the Coal Mine. Model Collapse is a Threat to Low-Resource Communities

In Poster Session 8

Devon Jarvis ⋅ Richard Klein ⋅ Benjamin Rosman ⋅ Steven James ⋅ Stefano Sarao Mannelli

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Position: Prompting Intent Should Be Audited in LLM-Assisted Peer Review

In Poster Session 8

Lijinghua Zhang ⋅ Michelle Bang ⋅ Hengrui Cai

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Discovering Differences in Strategic Behavior between Humans and LLMs

In Poster Session 8

Caroline L Wang ⋅ Daniel Kasenberg ⋅ Kimberly Stachenfeld ⋅ Pablo Samuel Castro

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Towards Robust Human-AI Complementarity under Uncertainty

In Poster Session 8

Yewon Byun ⋅ Bryan Wilder

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Position: Unplugging a Seemingly Sentient Machine Is the Rational Choice — A Metaphysical Perspective

In Poster Session 8

Erik Bekkers ⋅ Anna Ciaunica

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Position: Predicting AI’s Impact on Labor Is a Core Machine Learning Problem

In Poster Session 8

Yong Suk Lee

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Optimal Regularization for Performative Learning

In Poster Session 8

Edwige Cyffers ⋅ Alireza Mirrokni ⋅ Marco Mondelli

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Position: Adversarial ML for LLMs Is Not Making Any Progress

In Poster Session 8

Javier Rando ⋅ Jie Zhang ⋅ Nicholas Carlini ⋅ Florian Tramer

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

DualOptim+: Bridging Shared and Decoupled Optimizer States for Better Machine Unlearning in Large Language Models

In Poster Session 8

Xuyang Zhong ⋅ Qizhang Li ⋅ Yiwen Guo ⋅ Chen Liu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Position: Time to Close The Validation Gap in LLM Social Simulations

In Poster Session 8

Maximilian Puelma Touzel ⋅ Sneheel Sarangi ⋅ Aurélien Bück-Kaeffer ⋅ Zachary Yang ⋅ Jean-François Godbout ⋅ Reihaneh Rabbany

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Wikipedia in the Era of LLMs: Evolution and Risks

In Poster Session 8

Siming Huang ⋅ Yuliang Xu ⋅ Mingmeng Geng ⋅ Yao Wan ⋅ Dongping Chen

[ URL] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Position: Knowing Isn’t Understanding: Re-grounding Generative Proactivity with Epistemic and Behavioral Insight

In Poster Session 8

Kirandeep Kaur ⋅ Xingda Lyu ⋅ Chirag Shah

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Position: EU AI Act's Research Exemptions Can Break the Publication Norms of Major AI Conferences

In Poster Session 8

Alina Wernick ⋅ Kristof Meding

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Position: Reliable AI Needs to Externalize Implicit Knowledge: A Human–AI Collaboration Perspective

In Poster Session 8

Hengyu Liu ⋅ TIANYI LI ⋅ Zhihong Cui ⋅ Yushuai Li ⋅ Zhangkai Wu ⋅ Torben Pedersen ⋅ Kristian Torp ⋅ Christian S Jensen

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Position: Evaluating LLMs in Finance Requires Explicit Bias Consideration

In Poster Session 8

Yaxuan Kong ⋅ Hoyoung Lee ⋅ Yoontae Hwang ⋅ Alejandro Lopez-Lira ⋅ Bradford Levy ⋅ Dhagash Mehta ⋅ Qingsong Wen ⋅ CHANYEOL CHOI ⋅ Yongjae Lee ⋅ Stefan Zohren

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Position: Collusion Risks Among AI Reasoning Agents Justify Certification Requirements for Making Market Decisions

In Poster Session 8

Matthew Riemer ⋅ Tommaso Tosato ⋅ Maximilian Puelma Touzel ⋅ Amin Memarian ⋅ Guillaume Dumas ⋅ Glen Berseth ⋅ Irina Rish

[ Slides] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Polishing-Only Policies in Peer Reviews are Currently Not Enforceable

In Poster Session 8

Rounak Saha ⋅ Gurusha Juneja ⋅ Dayita Chaudhuri ⋅ Naveeja Sajeevan ⋅ Nihar Shah ⋅ Danish Pruthi

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Tackling Fake Forgetting through Uncertainty Quantification

In Poster Session 8

Yingdan Shi ⋅ Sijia Liu ⋅ Kaize Ding ⋅ Ren Wang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Different Usage of Shared Components Explains Behavioral Variance in LLMs

In Poster Session 8

Zhuonan Yang ⋅ Jacob Xiaochen Li ⋅ Francisco Velez ⋅ Eric Todd ⋅ David Bau ⋅ Michael L. Littman ⋅ Stephen Bach ⋅ Ellie Pavlick

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Introspection Adapters: Training LLMs to Report Their Learned Behaviors

In Poster Session 8

Keshav Shenoy ⋅ Li Yang ⋅ Abhay Sheshadri ⋅ Jack Lindsey ⋅ Samuel Marks ⋅ Rowan Wang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Convergent World Representations and Divergent Tasks

In Poster Session 8

Core Francisco Park

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Conformal Path Reasoning: Trustworthy Knowledge Graph Question Answering via Path-Level Calibration

In Poster Session 8

Shuhang Lin ⋅ Chuhao Zhou ⋅ Xiao Lin ⋅ Zihan Dong ⋅ Kuan Lu ⋅ Zhencan Peng ⋅ Jie Yin ⋅ Dimitris Metaxas

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

This State Looks Like That: Self-Interpretable Reinforcement Learning Agents using Prototype Soft Actor-Critic

In Poster Session 8

Andrea Marzo ⋅ Alessio Ragno ⋅ Roberto Capobianco

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Directly Optimizing Natural Language Explanations for Behavioral Faithfulness: Simulatability and Recoverability

In Poster Session 8

Advaith Malladi ⋅ Shashank Srivastava

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

When Random Saliency Looks Trained: Architectural Center Bias in CNN Interpretability

In Poster Session 8

Keying Kuang ⋅ Iain Carmichael ⋅ Elizabeth Purdom

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Turning Bias into Bugs: Bandit-Guided Style Manipulation Attacks on LLM Judges

In Poster Session 8

XIANGLIN YANG ⋅ Bryan Hooi ⋅ Gelei Deng ⋅ Tianwei Zhang ⋅ Jin Song Dong

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Mechanistic Interpretability as Statistical Estimation: A Variance Analysis

In Poster Session 8

Maxime Méloux ⋅ François Portet ⋅ Maxime Peyrard

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

ConEx: Human-Interpretable Saliency Maps via Concept-Aware Attribution

In Poster Session 8

Yehonatan Elisha ⋅ Oren Barkan ⋅ Ziv Haddad ⋅ Noam Koenigstein

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Agentic Confidence Calibration

In Poster Session 8

Jiaxin Zhang ⋅ Caiming Xiong ⋅ Chien-Sheng Wu

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Do Language Models Track Entities Across State Changes?

In Poster Session 8

Zilu Tang ⋅ Qiao Zhao ⋅ Gabriel Franco ⋅ Derry Wijaya ⋅ Aaron Mueller ⋅ Sebastian Schuster ⋅ Najoung Kim

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Tracing the Emergence of Symbol Grounding in Multimodal Language Models

In Poster Session 8

Shuyu Wu ⋅ Ziqiao Ma ⋅ Xiaoxi Luo ⋅ Yidong Huang ⋅ Josue Torres-Fonseca ⋅ Freda Shi ⋅ Joyce Chai

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Neural Concept Verifier: Scaling Prover-Verifier Games via Concept Encodings

In Poster Session 8

Berkant Turan ⋅ Suhrab Asadulla ⋅ David Steinmann ⋅ Kristian Kersting ⋅ Wolfgang Stammer ⋅ Sebastian Pokutta

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Spurious Rewards Paradox: Mechanistically Understanding How RLVR Activates Memorization Shortcuts in LLMs

In Poster Session 8

Lecheng Yan ⋅ Ruizhe Li ⋅ Guanhua CHEN ⋅ Qing Li ⋅ Jiahui Geng ⋅ Wenxi Li ⋅ Longyue Wang ⋅ Chenyang Lyu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Diagnosing Multi-step Reasoning Failures in Black-box LLMs via Stepwise Confidence Attribution

In Poster Session 8

Xiaoou Liu ⋅ Tiejin Chen ⋅ Dengjia Zhang ⋅ Yaqing Wang ⋅ Lu Cheng ⋅ Hua Wei

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

The Information Geometry of Softmax: Probing and Steering

In Poster Session 8

Kiho Park ⋅ Todd Nief ⋅ Yo Joong Choe ⋅ Victor Veitch

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Functional Decomposition and Shapley Interactions for Interpreting Survival Models

In Poster Session 8

Sophie Hanna Langbein ⋅ Hubert Baniecki ⋅ Fabian Fumagalli ⋅ Niklas Koenen ⋅ Marvin N. Wright ⋅ Julia Herbinger

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Induction Meets Biology: Mechanisms of Repeat Detection in Protein Language Models

In Poster Session 8

Gal Pomerants ⋅ Yaniv Nikankin ⋅ Anja Reusch ⋅ Tomer Tsaban ⋅ Ora Schueler-Furman ⋅ Yonatan Belinkov

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Dynamics Within Latent Chain-of-Thought: An Empirical Study of Causal Structure

In Poster Session 8

Zirui Li ⋅ Xuefeng Bai ⋅ Kehai Chen ⋅ Yizhi Li ⋅ Jian Yang ⋅ Chenghua Lin ⋅ Min zhang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

IACW: Intent-Aware Controllable Watermarking for Scalable Authorial Intent Attribution

In Poster Session 8

Hao Huang ⋅ JiaTang Luo ⋅ Ruihua Zhou ⋅ Yunpeng Li ⋅ Yuling Liu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Formal Concept Lattices are Good Semantic Scaffolds for Concept-Based Learning

In Poster Session 8

Deepika Vemuri ⋅ Sayanta Adhikari ⋅ Ankit Saha ⋅ Krishn Vishwas Kher ⋅ Vineeth N Balasubramanian

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Prototype-Grounded Concept Models for Verifiable Concept Alignment

In Poster Session 8

Stefano Colamonaco ⋅ David Debot ⋅ Pietro Barbiero ⋅ Giuseppe Marra

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

From Directions to Regions: Decomposing Activations in Language Models via Local Geometry

In Poster Session 8

Or Shafran ⋅ Shaked Ronen ⋅ Omri Fahn ⋅ Shauli Ravfogel ⋅ Atticus Geiger ⋅ Mor Geva

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Exactly Computing do-Shapley Values

In Poster Session 8

R. Teal Witter ⋅ Álvaro Parafita ⋅ Tomas Garriga ⋅ Maximilian Muschalik ⋅ Fabian Fumagalli ⋅ Axel Brando ⋅ Lucas Rosenblatt

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Who Gets Credit or Blame? Attributing Accountability in Modern AI Systems

In Poster Session 8

Shichang Zhang ⋅ Hongzhe Du ⋅ Jiaqi Ma ⋅ Himabindu Lakkaraju

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

When Planning Fails Despite Correct Execution: On Epistemic Calibration for LLM-Based Multi-Agent Systems

In Poster Session 8

Zehao Wang ⋅ shilong jin ⋅ Zhao Cao ⋅ Lanjun Wang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

A Behavioural and Representational Evaluation of Goal-Directedness in Language Model Agents

In Poster Session 8

Raghu Arghal ⋅ Fade Chen ⋅ Niall Dalton ⋅ Evgenii Kortukov ⋅ Calum McNamara ⋅ Angelos Nalmpantis ⋅ Moksh Nirvaan ⋅ Gabriele Sarti ⋅ Mario Giulianelli

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

The Oversight Game: Learning to Cooperatively Balance an AI Agent's Safety and Autonomy

In Poster Session 8

William Overman ⋅ Mohsen Bayati

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

HumanLM: Simulating Users with State Alignment Beats Response Imitation

In Poster Session 8

Shirley Wu ⋅ Evelyn Choi ⋅ Arpandeep Khatua ⋅ Zhanghan Wang ⋅ Joy He-Yueya ⋅ Cyril Weerasooriya ⋅ Wei Wei ⋅ Diyi Yang ⋅ Jure Leskovec ⋅ James Zou

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

More Capable, Less Cooperative? When LLMs Fail at Zero-Cost Collaboration

In Poster Session 8

Advait Yadav ⋅ Sidney Black ⋅ Oliver Sourbut

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Position: Measuring Human Preferences in RLHF is a Social Science Problem

In Poster Session 8

Bijean Ghafouri ⋅ Eun Cheol Choi ⋅ Priyanka Dey ⋅ Emilio Ferrara

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Position: Large Language Models Should Learn Personalized Rather Than Aggregated Human Preferences

In Poster Session 8

Cristina Garbacea

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

The Personality Illusion: Revealing Dissociation Between Self-Reports & Behavior in LLMs

In Poster Session 8

Pengrui Han ⋅ Rafal Kocielnik ⋅ Peiyang Song ⋅ Ramit Debnath ⋅ Dean Mobbs ⋅ Anima Anandkumar ⋅ R. Michael Alvarez

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Position: We Need Practical AI Alignment Methods that Mirror Human Reasoning

In Poster Session 8

Vijay Keswani ⋅ Breanna Nguyen ⋅ Cyrus Cousins ⋅ Vincent Conitzer ⋅ Walter Sinnott-Armstrong ⋅ Jana Schaich Borg

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Position: Agentic Safety is an Epistemic Property, Not a Behavioral One

In Poster Session 8

Charles Wang ⋅ Keir Dorchen ⋅ Peter Jin

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Position: It’s Time to Optimize for Self-Consistency

In Poster Session 8

Itamar Pres ⋅ Belinda Li ⋅ Laura Ruis ⋅ Carl Guo ⋅ Keya Hu ⋅ Mehul Damani ⋅ Isha Puri ⋅ Ekdeep Singh Lubana ⋅ Jacob Andreas

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Are LLM Evaluators Really Narcissists? Sanity Checking Self-Preference Evaluations

In Poster Session 8

Matthew Bozoukov ⋅ Matthew Nguyen ⋅ Dani Roytburg ⋅ Jou Barzdukas ⋅ Mackenzie Puig-Hall ⋅ Narmeen Oozeer

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

One Bias After Another: Mechanistic Reward Shaping and Persistent Biases in Language Reward Models

In Poster Session 8

Daniel Fein ⋅ Max Lamparth ⋅ Violet Xiang ⋅ Mykel Kochenderfer ⋅ Nick Haber

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Evolving Interpretable Constitutions for Multi-Agent Coordination

In Poster Session 8

Ujwal Kumar ⋅ Alice Saito ⋅ Hershraj Niranjani ⋅ Rayan Yessou ⋅ Tan Phan Xuan

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Position: Prompts for Public-Sector LLMs Should Be Governed as Commons

In Poster Session 8

Rashid Mushkani

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Position: Responsible Practices and Model Performance are Not Competing Goals

In Poster Session 8

Resmi Ramachandranpillai ⋅ Thulasi Tholeti ⋅ Tomo Lazovich ⋅ Ricardo Baeza-Yates

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Speech-Audio Compositional Attacks on Multimodal LLMs and Their Defense with SALMONN-Guard

In Poster Session 8

Yudong Yang ⋅ Xuezhen Zhang ⋅ Zhifeng Han ⋅ Siyin Wang ⋅ Jimin Zhuang ⋅ Zengrui Jin ⋅ Jing Shao ⋅ Guangzhi Sun ⋅ Chao Zhang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Z-Erase: Enabling Concept Erasure in Single Stream Diffusion Transformers

In Poster Session 8

Nanxiang Jiang ⋅ Zhaoxin Fan ⋅ Baisen Wang ⋅ Daiheng Gao ⋅ Junhang Cheng ⋅ Jifeng Guo ⋅ Yalan Qin ⋅ Yeying Jin ⋅ Hongwei Zheng ⋅ Faguo Wu ⋅ wenjun wu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Divergence Decoding: Targeted Unlearning via Auxiliary Models

In Poster Session 8

Humzah Merchant ⋅ Bradford Levy

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Beyond Pixels: Mining Compressed Domain Artifacts for Efficient AI-Generated Video Detection

In Poster Session 8

Anran Zhu ⋅ Zhengli Shi ⋅ Chende Zheng ⋅ Chenhao Lin ⋅ Zhengyu Zhao ⋅ Le Yang ⋅ Chong Zhang ⋅ Shuai Liu ⋅ Chao Shen

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

A Unified Framework for Diffusion Model Unlearning with f-Divergence

In Poster Session 8

Nicola Novello ⋅ Federico Fontana ⋅ Luigi Cinque ⋅ Deniz Gunduz ⋅ Andrea Tonello

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Learning to Watermark in the Latent Space of Generative Models

In Poster Session 8

Sylvestre-Alvise Rebuffi ⋅ Tuan Tran ⋅ Valeriu Lacatusu ⋅ Pierre Fernandez ⋅ Tomáš Souček ⋅ Nikola Jovanović ⋅ Tom Sander ⋅ Hady Elsahar ⋅ Alexandre Mourachko

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

TraceRouter: Robust Safety for Large Foundation Models via Path-Level Intervention

In Poster Session 8

Chuancheng Shi ⋅ shangze li ⋅ Wenjun Lu ⋅ Wenhua Wu ⋅ Fei Shen ⋅ Cong Wang ⋅ Zifeng Cheng ⋅ Tat-Seng Chua

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Orthogonal Concept Erasure for Diffusion Models

In Poster Session 8

Yuhao Sun ⋅ Lingyun Yu ⋅ Hao-Xiang Xu ⋅ Fengyuan Miao ⋅ Zhuoer Xu ⋅ Hongtao Xie

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Sparse Models, Sparse Safety: Unsafe Routes in Mixture-of-Experts LLMs

In Poster Session 8

Yukun Jiang ⋅ Hai Huang ⋅ Mingjie Li ⋅ Yage Zhang ⋅ Michael Backes ⋅ Yang Zhang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Unified Safe In-context Image Generation in Multimodal Diffusion Transformers

In Poster Session 8

Xiang Yang ⋅ Feifei Li ⋅ Mi Zhang ⋅ Geng Hong ⋅ Xiaoyu You ⋅ Mi Wen ⋅ Min Yang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Unlearning Isn't Deletion: Investigating Reversibility of Machine Unlearning in LLMs

In Poster Session 8

Xiaoyu Xu ⋅ Xiang Yue ⋅ Yang Liu ⋅ Qingqing Ye ⋅ Huadi Zheng ⋅ Peizhao Hu ⋅ Minxin Du ⋅ Haibo Hu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Emergence of Hierarchical Emotion Organization in Large Language Models

In Poster Session 8

Maya Okawa ⋅ Bo Zhao ⋅ Eric Bigelow ⋅ Rose Yu ⋅ Tomer Ullman ⋅ Ekdeep Singh Lubana ⋅ Hidenori Tanaka

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Safe Autoregressive Image Generation with Iterative Self-Improving Codebooks

In Poster Session 8

Yunqi Xue ⋅ Zhijiang Li ⋅ Phil Torr ⋅ Jindong Gu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Estimating Tail Risks in Language Model Output Distributions

In Poster Session 8

Rico Angell ⋅ Raghav Singhal ⋅ Zachary Horvitz ⋅ Zhou Yu ⋅ Rajesh Ranganath ⋅ Kathleen McKeown ⋅ He He

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Dual-branch Robust Unlearnable Examples

In Poster Session 8

Xianlong Wang ⋅ Hangtao Zhang ⋅ Wenbo Pan ⋅ Ziqi Zhou ⋅ Changsong Jiang ⋅ Li Zeng ⋅ Xiaohua Jia

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Hide and Seek in Embedding Space: Geometry-based Steganography and Detection in Large Language Models

In Poster Session 8

Charles Westphal ⋅ Keivan Navaie ⋅ Fernando Rosas

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

CBV: Clean-label Backdoor Attacks on Vision Language Models via Diffusion Models

In Poster Session 8

Ji Guo ⋅ xiaolong qin ⋅ Wenbo Jiang ⋅ Cencen Liu ⋅ Jielei Wang ⋅ Jierun Chen

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Next-Gen CAPTCHAs: Leveraging the Cognitive Gap for Scalable and Diverse GUI-Agent Defense

In Poster Session 8

Jiacheng Liu ⋅ Yaxin Luo ⋅ Jiacheng Cui ⋅ Xinyi Shang ⋅ Xiaohan Zhao ⋅ Zhiqiang Shen

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

GoodDiffusion: Proactive Copyright Protection for Diffusion Generative Models via Learnable Sample-specific Signatures

In Poster Session 8

Shixi Qin ⋅ zhiyong yang ⋅ Shilong Bao ⋅ Zitai Wang ⋅ Qianqian Xu ⋅ Qingming Huang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Echoes within the Reasoning: Stealth and Effective Watermarking via Chain of Thought

In Poster Session 8

Jiacheng Lu ⋅ Yiming Li ⋅ Tao Song ⋅ Weijian Wang ⋅ Wenjie Qu ⋅ Haibing Guan ⋅ Jiaheng Zhang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

ABC-Bench: An Agentic Bio-Capabilities Benchmark for Biosecurity

In Poster Session 8

Andrew Liu ⋅ Samira Nedungadi ⋅ Bryce Cai ⋅ Alex Kleinman ⋅ Harmon Bhasin ⋅ Seth Donoughe

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

dgMARK: Decoding-Guided Watermarking for Diffusion Language Models

In Poster Session 8

Pyo Min Hong ⋅ Albert No

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Architecture Matters for Multi-Agent Security

In Poster Session 8

Ben Hagag ⋅ William Anderson ⋅ Christian Schroeder de Witt ⋅ Sarah Scheffler

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Extracting alignment data in open models

In Poster Session 8

Federico Barbero ⋅ Xiangming Gu ⋅ Christopher A. Choquette Choo ⋅ Chawin Sitawarin ⋅ Matthew Jagielski ⋅ Itay Yona ⋅ Petar Veličković ⋅ Ilia Shumailov ⋅ Jamie Hayes

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Towards Seed-Robust Safety Alignment in Text-to-Image Models

In Poster Session 8

Zhenyu Wu ⋅ Yao Huang ⋅ Shouwei Ruan ⋅ Xingxing Wei

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Position: Agent Security Needs Redefinition through a Holistic Framework

In Poster Session 8

Vincent Siu ⋅ Jingxuan He ⋅ Kyle Montgomery ⋅ Zhun Wang ⋅ Chenguang Wang ⋅ Dawn Song

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Semantic Router: On the Feasibility of Hijacking MLLMs via a Single Adversarial Perturbation

In Poster Session 8

Changyue Li ⋅ Jiaying Li ⋅ Youliang Yuan ⋅ Jiaming He ⋅ Zhicong Huang ⋅ Pinjia He

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Dissecting the Safety Circuit: Neuronal Intervention for Transferable Adversarial Attacks on VLMs

In Poster Session 8

Chunlong Xie ⋅ Kangjie Chen ⋅ Shangwei Guo ⋅ Shudong Zhang ⋅ Jiamou Liu ⋅ Tianwei Zhang ⋅ Tao Xiang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Unlearning Isn’t Forgetting: Revealing Hidden Leakage in Class Unlearning Evaluations

In Poster Session 8

Ali Ebrahimpour-Boroojeny ⋅ Yian Wang ⋅ Hari Sundaram

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Gaming Consensus: Coordinated Manipulation in Crowdsourced Fact-Checking

In Poster Session 8

Nikil Selvam ⋅ Jay Baxter ⋅ Sophie Hilgard ⋅ Brad Miller ⋅ Keith Coleman ⋅ Ellen Vitercik ⋅ Sanmi Koyejo

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Think Twice Before You Act: Enhancing Agent Behavioral Safety with Thought Correction

In Poster Session 8

Changyue Jiang ⋅ Wenqi Zhang ⋅ Xudong Pan ⋅ Geng Hong ⋅ Min Yang

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Ripple Perturbations Through Structure: Likelihood-Constrained Adversarial Attacks on Heterogeneous Tabular Data

In Poster Session 8

Zhengjie Zhou ⋅ Jiahuan Yan ⋅ Boqun Ma ⋅ Weiwei Feng ⋅ Tengfei LIU ⋅ Weiqiang Wang

[ Slides] [ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Collaborative Threshold Watermarking

In Poster Session 8

Tameem Bakr ⋅ Anish Ambreth ⋅ Nils Lukas

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Real Data Lies: Unveiling and Closing the Quality Shortcut in Generalizable AI-Generated Video Detection

In Poster Session 8

Ziyuan Fang ⋅ Tianyi Wei ⋅ Guanjie Wang ⋅ Weiming Zhang ⋅ Nenghai Yu ⋅ Wenbo Zhou

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

WatchLog: Efficient and Interpretable Event Reasoning for Endpoint Detection and Response Logs with Multimodal LLMs

In Poster Session 8

Hongyi Zhou ⋅ Jianfeng Pan ⋅ Min Peng ⋅ Shaomang Huang ⋅ Xuling Zhang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

DGS-Net: Distillation-Guided Gradient Surgery for CLIP Fine-Tuning in AI-Generated Image Detection

In Poster Session 8

Jiazhen Yan ⋅ Ziqiang Li ⋅ Fan Wang ⋅ Boyu Wang ⋅ Ziwen He ⋅ Zhangjie Fu

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

TRAP: Hijacking VLA CoT-Reasoning via Adversarial Patches

In Poster Session 8

Zhengxian Huang ⋅ Wenjun Zhu ⋅ Haoxuan Qiu ⋅ Xiaoyu Ji ⋅ Wenyuan Xu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Forensic Prompting with Dual-Action Policy Optimization for Vision-Language Forgery Detection and Localization

In Poster Session 8

Ye Zhu ⋅ Ai Zhao ⋅ Jinwei Wang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Rethinking Forgery Attacks on Semantic Watermarks in Black-Box Settings: A Geometric Distortion Perspective

In Poster Session 8

Cheng-Yi Lee ⋅ Yichi Zhang ⋅ Yuchen Yang ⋅ Chun-Shien Lu ⋅ Jun-Cheng Chen

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Low-Compute Watermark Removal via Dual-Domain Natural Projection

In Poster Session 8

Pragati Meshram ⋅ Varun Chandrasekaran

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

HyperPotter: Spell the Charm of High-Order Interactions in Audio Deepfake Detection

In Poster Session 8

Qing Wen ⋅ Haohao Li ⋅ Zhongjie Ba ⋅ Peng Cheng ⋅ Miao He ⋅ Li Lu ⋅ Kui Ren

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Localize and Neutralize: Gradient-Guided Token Suppression Against Visual Prompt Injection Attack

In Poster Session 8

Dongpeng Zhang ⋅ Ke Ma ⋅ Yangbangyan Jiang ⋅ Gaozheng Pei ⋅ Longtao Huang ⋅ Qianqian Xu ⋅ Qingming Huang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Towards Understanding Steering Strength

In Poster Session 8

Magamed Taimeskhanov ⋅ Samuel Vaiter ⋅ Damien Garreau

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Perceptrons and Localization of Attention’s Mean-Field Landscape

In Poster Session 8

Antonio Álvarez López ⋅ Borjan Geshkovski ⋅ Domènec Ruiz-Balet

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Attention's forward pass and Frank-Wolfe

In Poster Session 8

Albert Alcalde ⋅ Borjan Geshkovski ⋅ Domènec Ruiz-Balet

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Unifying Low Dimensional Spectra in Deep Learning

In Poster Session 8

Connall Garrod ⋅ Jonathan Keating

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

A Fourier perspective on the learning dynamics of neural networks: from sample complexities to mechanistic insights

In Poster Session 8

Fabiola Ricci ⋅ Claudia Merger ⋅ Sebastian Goldt

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

LLM Priors for ERM over Programs

In Poster Session 8

Shivam Singhal ⋅ Priyadarsi Mishra ⋅ Eran Malach ⋅ Tomer Galanti

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

On Expressive Power of Floating-Point Transformers

In Poster Session 8

Sejun Park ⋅ Yeachan Park ⋅ Geonho Hwang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Symmetries in language statistics shape the geometry of model representations

In Poster Session 8

Dhruva Karkada ⋅ Daniel Korchinski ⋅ Andres Nava ⋅ Matthieu Wyart ⋅ Yasaman Bahri

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Optimal Attention Temperature Improves the Robustness of In-Context Learning under Distribution Shift in High Dimensions

In Poster Session 8

Samet Demir ⋅ Zafer Dogan

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

The Devil is in the Condition Numbers: Why is GLU Better than non-GLU Structure?

In Poster Session 8

Xingyu Lyu ⋅ Qianqian Xu ⋅ zhiyong yang ⋅ Peisong Wen ⋅ Qingming Huang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Delving into Muon and Beyond: Deep Analysis and Extensions

In Poster Session 8

Xianbiao Qi ⋅ Marco Chen ⋅ Jiaquan Ye ⋅ Yelin He ⋅ Rong Xiao

[ Slides] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Dropout Universality: Scaling Laws and Optimal Scheduling at the Edge-of-Chaos

In Poster Session 8

Lucas Fernandez-Sarmiento

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Floating-Point Networks with Automatic Differentiation Can Represent Almost All Floating-Point Functions and Their Gradients

In Poster Session 8

Sejun Park ⋅ Yeachan Park ⋅ Geonho Hwang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Deriving Neural Scaling Laws from the Statistics of Natural Language

In Poster Session 8

Francesco Cagnetta ⋅ Allan Raventos ⋅ Surya Ganguli ⋅ Matthieu Wyart

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Token Sample Complexity of Attention

In Poster Session 8

Léa Bohbot ⋅ Cyril Letrouit ⋅ Gabriel Peyré ⋅ François-Xavier Vialard

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Gradient Descent with Large Step Size Restores Symmetry in Deep Linear Networks with Multi-Pathway

In Poster Session 8

Hee-Sung Kim ⋅ Sungyoon Lee

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Multimodal Fusion via Self-Consistent Task-Gradient Fields

In Poster Session 8

Jiayu Xiong ⋅ Jing Wang ⋅ Jun Xue ⋅ Wanlong Wang ⋅ Jianlong Kwan ⋅ Xiaosen Lyu ⋅ Zhouqiang Jiang

[ Poster] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Conservation Laws for Modern Neural Architectures

In Poster Session 8

Viet Hoang Tran ⋅ VINH KHANH BUI ⋅ Ngoc Tan Lai ⋅ Nam Nguyen ⋅ Tuan Dam ⋅ Tan Nguyen

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Data Reconstruction: Identifiability and Optimization with Sample Splitting

In Poster Session 8

Yujie Shen ⋅ Zihan Wang ⋅ Jian Qian ⋅ Qi Lei

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Balancing Learning Rates Across Layers: Exact Two-Step Dynamics and Optimal Scaling in Linear Neural Networks

In Poster Session 8

Tianyu Pang ⋅ Vignesh Kothapalli ⋅ Shenyang Deng ⋅ Haohui Wang ⋅ Dawei Zhou ⋅ Yaoqing Yang

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Information dynamics and Memory in Neural Networks through Fisher Information Diffusion

In Poster Session 8

Haodong Qin ⋅ Tatyana Sharpee

[ Slides] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Inference-time Alignment with Rewards in Besov Spaces: Provable Advantages of Feature Learning and Multi-Step Policy Updates

In Poster Session 8

Naoki Nishikawa ⋅ Taiji Suzuki

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Context-free Recognition with Transformers

In Poster Session 8

Selim Jerad ⋅ Anej Svete ⋅ Sophie Hao ⋅ Ryan Cotterell ⋅ William Merrill

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Multi-Level Strategic Classification: Incentivizing Improvement through Promotion and Relegation Dynamics

In Poster Session 8

Ziyuan Huang ⋅ Lina Alkarmi ⋅ Mingyan Liu

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Theory of Continual Learning Against Data Poisoning Attacks

In Poster Session 8

Yiting Hu ⋅ Lingjie Duan

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Delegation and Verification under AI

In Poster Session 8

Lingxiao Huang ⋅ Nisheeth K. Vishnoi ⋅ Wenyang Xiao

[ Slides] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Deep Reinforcement Learning Finds Bayes-Nash Equilibrium in Competitive Newsvendor Problems

In Poster Session 8

Kassian Köck ⋅ Fabian Raoul Pieroth ⋅ Martin Bichler

[ Slides] [ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Population-Aware Imitation Learning in Mean-field Games with Common Noise

In Poster Session 8

Grégoire Lambrecht ⋅ Mathieu Lauriere

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Enhancing Affine Maximizer Auctions with Correlation-Aware Payment

In Poster Session 8

Haoran Sun ⋅ Xia Xuanzhi ⋅ Xu Chu ⋅ Xiaotie Deng

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Last-Iterate Convergence of Regularized Gradient Methods for Stochastic Monotone Variational Inequalities

In Poster Session 8

Shinji Ito ⋅ Kenshi Abe ⋅ Kaito Ariu ⋅ Taira Tsuchiya

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

Position: Machine Learning for Heart Transplant Allocation Policy Optimization Should Account for Incentives

In Poster Session 8

Ioannis Anagnostides ⋅ Itai Zilberstein ⋅ Zachary Sollie ⋅ Arman Kilic ⋅ Tuomas Sandholm

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Emergent Alignment via Competition

In Poster Session 8

Collina ⋅ Surbhi Goel ⋅ Aaron Roth ⋅ Emily Ryu ⋅ Mirah Shi

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ HALL A None

A Theoretical Game of Attacks via Compositional Skills

In Poster Session 8

Xinbo Wu ⋅ Huan Zhang ⋅ Abhishek Umrawal ⋅ Lav Varshney

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

What Preferences Can—and Cannot—Predict in Multi-Agent Online Learning

In Poster Session 8

Omar Abbadi ⋅ Rida Laraki ⋅ Panayotis Mertikopoulos

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Fair Transit Stop Placement: A Clustering Perspective and Beyond

In Poster Session 8

Haris Aziz ⋅ Ling Gai ⋅ Yuhang Guo ⋅ Jeremy Vollen

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Strategic Candidacy in Generative AI Arenas

In Poster Session 8

Chris Hays ⋅ Rachel Li ⋅ Bailey Flanigan ⋅ Manish Raghavan

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Solving Imperfect-Recall Games via Sum-of-Squares Optimization

In Poster Session 8

Rui Zheng ⋅ Ryann Sim ⋅ Antonios Varvitsiotis

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Nash Equilibria in Games with Playerwise Concave Coupling Constraints: Existence and Computation

In Poster Session 8

Philip Jordan ⋅ Maryam Kamgarpour

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Knowing Who, Not How Much: Learning-Augmented Mechanisms for Consumer Utility Maximization

In Poster Session 8

Kira Goldner ⋅ Divyarthi Mohan ⋅ Thodoris Tsilivis

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

From Welfare to Utility: Generalized Objectives in Budget-Feasible Procurement

In Poster Session 8

Alon Eden ⋅ Kira Goldner ⋅ Eldar Kerner ⋅ Thodoris Tsilivis

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

A Theory of Data Acquisition and Pricing at Scale

In Poster Session 8

Andrew Ilyas ⋅ Amin Saberi ⋅ Grigorios Velegkas

[ OpenReview]

Poster

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Equilibrium Pricing in Oligopolistic Data Markets

In Poster Session 8

Bhaskar Ray Chaudhury ⋅ Jugal Garg ⋅ Eklavya Sharma ⋅ Jiaxin Song

[ OpenReview]

Poster Session

Thu Jul 09 05:00 PM -- 06:45 PM (KST) @ Coex: HALL A None

Poster Session 8

Affinity Poster Session

Thu Jul 09 07:00 PM -- 09:00 PM (KST) @ Coex: HALL A None

GlobalSouthML Poster Session

Registration Desk

Fri Jul 10 07:30 AM -- 04:00 PM (KST) @ Coex: Hall B Foyer None

Registration Desk

Workshop

Fri Jul 10 08:00 AM -- 05:00 PM (KST) @ GRAND BALLROOM 101-102 None

RLxF: RL from World Feedback

Shao-Hua Sun ⋅ Xingyou Song ⋅ Yash Akhauri

[ OpenReview]

Workshop

Fri Jul 10 08:00 AM -- 05:00 PM (KST) @ HALL D1 None

4th Structured Probabilistic Inference & Generative Modeling

Jiajun He ⋅ Luhuan Wu

[ OpenReview]

Workshop

Fri Jul 10 08:00 AM -- 05:00 PM (KST) @ ASEM Ballroom 202 None

Learning to Listen: ICML 2026 Workshop on Machine Learning for Audio

Rachel Manzelli ⋅ Brian Kulis ⋅ Chris Donahue ⋅ Sander Dieleman ⋅ Alice Baird ⋅ David Liu ⋅ Shrikanth Narayanan

[ OpenReview]

Workshop

Fri Jul 10 08:00 AM -- 05:00 PM (KST) @ CONF ROOM S300 None

AI for Law Workshop

Yu Fan ⋅ Fabio Fehr ⋅ Aniket Kesari ⋅ Robert Mahari ⋅ Julian Nyarko ⋅ Hai Park ⋅ Yang Tian ⋅ Frederike Zufall

[ OpenReview]

Workshop

Fri Jul 10 08:00 AM -- 05:00 PM (KST) @ GRAND BALLROOM 104-105 None

Failure Modes in Agentic AI: Reproducible Triggers, Trace Diagnostics, and Verified Fixes

Manling Li ⋅ Zihan (Zenus) Wang

[ OpenReview]

Workshop

Fri Jul 10 08:00 AM -- 05:00 PM (KST) @ ASEM Ballroom 203 None

The 2nd Workshop of AI4NextG: AI and ML for Next-Generation Wireless

Cong Shen ⋅ Yang Li

[ OpenReview]

Workshop

Fri Jul 10 08:00 AM -- 05:00 PM (KST) @ CONF ROOM S308 None

Graph Foundation Models: A New Era for Graph Machine Learning

Charilaos Kanatsoulis ⋅ Xingyue Huang

[ OpenReview]

Workshop

Fri Jul 10 08:00 AM -- 05:00 PM (KST) @ HALL D2 None

Generative and Agentic AI for Biology

Wengong Jin ⋅ Lei Li ⋅ Divya Nori ⋅ Aditi Krishnapriyan ⋅ Christian Dallago ⋅ Ramith Hettiarachchi

[ OpenReview]

Workshop

Fri Jul 10 08:00 AM -- 05:00 PM (KST) @ CONF ROOM S327 None

Continual Adaptation at Scale: Towards Sustainable AI

Ghada Sokar ⋅ Gintare Karolina Dziugaite ⋅ Mohammad Emtiyaz Khan ⋅ Rupam Mahmood ⋅ Martin Mundt ⋅ Daniel Marczak

[ OpenReview]

Workshop

Fri Jul 10 08:00 AM -- 05:00 PM (KST) @ HALL B2 None

Deep Learning for Code: Towards Human-Centered Coding Agents

Terry Yue Zhuo ⋅ Zijian Wang ⋅ Zhiruo Wang ⋅ Wen-Ding Li ⋅ Terry Yue Zhuo ⋅ Giovanni Zappella ⋅ Qian Liu ⋅ Zijian Wang

[ OpenReview]

Workshop

Fri Jul 10 08:00 AM -- 05:00 PM (KST) @ CONF ROOM S403 None

Workshop on Weight-Space Symmetries: from Foundations to Practical Applications

Yani Ioannou ⋅ Boris Knyazev ⋅ Ekaterina Lobacheva ⋅ Adnan Mohammed ⋅ Antonio Orvieto ⋅ Alexander Theus

[ OpenReview]

Workshop

Fri Jul 10 08:00 AM -- 05:00 PM (KST) @ ROOM 318 None

Foundations of Deep Generative Models: Understanding Memorization, Generalization, and Reasoning

Wei Huang ⋅ Qing Qu ⋅ Renyuan Xu ⋅ Valentin De Bortoli ⋅ Molei Tao ⋅ John Vastola ⋅ Peng Wang ⋅ Xiao Li ⋅ GEORGIOS PAPAIOANNOU ⋅ Beatrice Achilli

[ OpenReview]

Workshop

Fri Jul 10 08:00 AM -- 05:00 PM (KST) @ CONF ROOM S317 None

Second Workshop on Technical AI Governance Research

Lisa Soder ⋅ Kevin Wei

[ OpenReview]

Workshop

Fri Jul 10 08:00 AM -- 05:00 PM (KST) @ CONF ROOM S402 None

From Frames to Stories (F2S): Toward Reliable, Controllable and Trustworthy Long-Horizon Video Generation

Yu Lu ⋅ Junhao Dong ⋅ Enis Simsar ⋅ Hila Chefer ⋅ Ismini Lourentzou ⋅ Piotr Koniusz ⋅ Yi Yang

[ OpenReview]

Workshop

Fri Jul 10 08:00 AM -- 05:00 PM (KST) @ CONF ROOM S401 None

Combining Theory and Benchmarks: Towards A Virtuous Cycle to Understand and Guarantee Foundation Model Performance

Brian Hu ⋅ Nathaniel Bottman ⋅ Yaoqing Yang ⋅ Yujun Yan ⋅ Guido Montufar ⋅ Jaejin Lee

[ OpenReview]

Workshop

Fri Jul 10 08:00 AM -- 05:00 PM (KST) @ AUDITORIUM None

AI as a Tool for Mathematics, Computer Science, and Machine Learning

Dmitriy Drusvyatskiy ⋅ Mikhail Belkin ⋅ Edgar Dobriban ⋅ Fanny Yang ⋅ Qingsong Wang

[ OpenReview]

Workshop

Fri Jul 10 08:00 AM -- 05:00 PM (KST) @ ASEM Ballroom 201 None

SCALE: SCALABLE LEARNING AND OPTIMIZATION FOR EFFICIENT MULTIMODAL AI AGENTS

Souvik Kundu ⋅ Digbalay Bose ⋅ Sayan Nag ⋅ Jaehong Yoon ⋅ Manling Li ⋅ Hongyi Wang ⋅ Lanqing Guo ⋅ Sanjoy Chowdhury

[ OpenReview]

Workshop

Fri Jul 10 08:00 AM -- 05:00 PM (KST) @ CONF ROOM E5 - E6 None

The 2nd Workshop on Epistemic Intelligence in Machine Learning: Learning under Unknown Unknowns for Real-world Impact

Siu Lun Chau ⋅ Shireen Kudukkil Manchingal

[ OpenReview]

Workshop

Fri Jul 10 08:00 AM -- 05:00 PM (KST) @ CONF ROOM E1 - E4 None

High Dimensional Learning Dynamics: the Science of Scaling

Elliot Paquette ⋅ Inbar Seroussi

[ OpenReview]

Workshop

Fri Jul 10 08:00 AM -- 05:00 PM (KST) @ GRAND BALLROOM 103 None

Trustworthy AI for Good Workshop

Terry J. C. Zhang ⋅ Zhijing Jin ⋅ Milind Tambe ⋅ Rada Mihalcea ⋅ Changling Li ⋅ Joan Nwatu ⋅ David Lie ⋅ Van Q. Truong

[ OpenReview]

Workshop

Fri Jul 10 08:00 AM -- 05:00 PM (KST) @ CONF ROOM S307 None

Culture x AI: Evaluating AI as a Cultural Technology

Cody Kommers ⋅ Drew Hemment ⋅ Meredith Martin ⋅ Canfer Akbulut ⋅ Matthew Wilkens ⋅ Adam Sobey

[ OpenReview]

Workshop

Fri Jul 10 08:00 AM -- 05:00 PM (KST) @ HALL C None

Workshop on Mechanistic Interpretability

Andrew Lee ⋅ Ivan Arcuschin Moreno

[ OpenReview]

Break

Fri Jul 10 09:00 AM -- 10:00 AM (KST) None

Break

Fri Jul 10 12:00 PM -- 01:00 PM (KST) None

Lunch

Break

Fri Jul 10 03:00 PM -- 03:30 PM (KST) None

Break

Registration Desk

Sat Jul 11 07:30 AM -- 12:00 PM (KST) @ Coex: Hall B Foyer None

Registration Desk

Workshop

Sat Jul 11 08:00 AM -- 05:00 PM (KST) @ CONF ROOM S318 None

ICML 2026 Hypothesis Testing Workshop

Feng Liu ⋅ Lester Mackey ⋅ Xiuyuan Cheng ⋅ Danica J Sutherland ⋅ Shayak Sen ⋅ Nathaniel Xu

[ OpenReview]

Workshop

Sat Jul 11 08:00 AM -- 05:00 PM (KST) @ AUDITORIUM None

2nd Workshop on Compositional Learning: Safety, Interpretability, and Agents

Giacomo Camposampiero ⋅ Pietro Barbiero

[ OpenReview]

Workshop

Sat Jul 11 08:00 AM -- 05:00 PM (KST) @ CONF ROOM S327 None

The 2nd Workshop on Connecting Low-rank Representations in AI: From Practice to Theory

Antonio Vergari ⋅ Grigorios Chrysos ⋅ Chao Li ⋅ Evrim Acar

[ OpenReview]

Workshop

Sat Jul 11 08:00 AM -- 05:00 PM (KST) @ GRAND BALLROOM 103 None

Foundation Models for Structured Data

Nick Erickson ⋅ Xiyuan Zhang ⋅ Mononito Goswami ⋅ Lennart Purucker ⋅ Boran Han ⋅ Maximilian Schambach ⋅ Arjun Ashok ⋅ Rajat Sen

[ OpenReview]

Workshop

Sat Jul 11 08:00 AM -- 05:00 PM (KST) @ GRAND BALLROOM 101-102 None

Planning in The Era of Language Models (LM4Plan)

Michael Katz ⋅ Augusto B. Corrêa ⋅ Nir Lipovetzky ⋅ Sarath Sreedharan ⋅ Katharina Stein ⋅ Luckeciano Melo ⋅ Elliot Gestrin

[ OpenReview]

Workshop

Sat Jul 11 08:00 AM -- 05:00 PM (KST) @ CONF ROOM E1 - E4 None

Statistical Frameworks for Uncertainty in Agentic Systems

Aymeric Dieuleveut ⋅ Mahmoud Hegazy ⋅ Tijana Zrnic ⋅ Aaditya Ramdas ⋅ Stephen Bates

[ OpenReview]

Workshop

Sat Jul 11 08:00 AM -- 05:00 PM (KST) @ HALL B2 None

The Second Workshop on Agents in the Wild: Safety, Security, and Beyond

Chenguang Wang ⋅ Xinyun Chen ⋅ Wenbo Guo ⋅ Yizhou Sun ⋅ Kyle Montgomery ⋅ Yiyou Sun ⋅ Jianhong Tu ⋅ Zhun Wang

[ OpenReview]

Workshop

Sat Jul 11 08:00 AM -- 05:00 PM (KST) @ ASEM Ballroom 201 None

Efficient Multimodal Question Answering

Jordan L Boyd-Graber ⋅ Martin Fajčík ⋅ Chen Zhao ⋅ Ikuya Yamada ⋅ George Boateng

[ OpenReview]

Workshop

Sat Jul 11 08:00 AM -- 05:00 PM (KST) @ ASEM Ballroom 202 None

AdaptFM: Resource-Adaptive Foundation Model Inference

Stefanos Laskaridis ⋅ Deepak Gupta ⋅ Samuel Horvath ⋅ Zechun Liu ⋅ Christina Giannoula ⋅ Arnav Chavan ⋅ Sankalp Dayal

[ OpenReview]

Workshop

Sat Jul 11 08:00 AM -- 05:00 PM (KST) @ CONF ROOM S401 None

Workshop on Human-AI Co-Creativity: Advances, Opportunities, and Challenges

Adish Singla ⋅ Abhilasha Ravichander ⋅ Liwei Jiang ⋅ Alexander Spangher ⋅ Alice Oh ⋅ Jiho Jin ⋅ Jun Seong Kim ⋅ Changyoon Lee

[ OpenReview]

Workshop

Sat Jul 11 08:00 AM -- 05:00 PM (KST) @ GRAND BALLROOM 104-105 None

Forecasting as a New Frontier of Intelligence

Haifeng Xu ⋅ Jibang Wu

[ OpenReview]

Workshop

Sat Jul 11 08:00 AM -- 05:00 PM (KST) @ CONF ROOM S307 None

New Frontiers in Game-Theoretic Learning

Nicolò Cesa-Bianchi ⋅ Tatjana Chavdarova ⋅ Michael Jordan ⋅ Celestine Mendler-Dünner ⋅ Rene Vidal ⋅ Emmanouil-Vasileios Vlatakis-Gkaragkounis

[ OpenReview]

Workshop

Sat Jul 11 08:00 AM -- 05:00 PM (KST) @ CONF ROOM S403 None

Pluralistic Alignment Workshop

JinYeong Bak ⋅ Yohan Jo ⋅ Ruyuan Wan ⋅ Liwei Jiang ⋅ Maarten Sap ⋅ Dongyeop Kang ⋅ Taylor Sorensen ⋅ Kshitish Ghate ⋅ Amy Zhang

[ OpenReview]

Workshop

Sat Jul 11 08:00 AM -- 05:00 PM (KST) @ CONF ROOM S300 None

Game Theory in Nature: From Optimality to Equilibrium

Matthieu Geist ⋅ Mathieu Lauriere

[ OpenReview]

Workshop

Sat Jul 11 08:00 AM -- 05:00 PM (KST) @ HALL D2 None

Structured Data for Health

Hyewon Jeong ⋅ Maxwell Xu ⋅ Wanting Mao ⋅ Dongxia Wu ⋅ Juncheng Liu ⋅ Girish Narayanswamy ⋅ Sana Tonekaboni ⋅ Patrick Langer ⋅ James Rehg

[ OpenReview]

Workshop

Sat Jul 11 08:00 AM -- 05:00 PM (KST) @ CONF ROOM S317 None

3rd Workshop on Multi-modal Foundation Models and Large Language Models for Life Sciences

Pengtao Xie ⋅ James Zou ⋅ Le Song ⋅ Ruishan Liu ⋅ Eran Segal ⋅ Wei Wang ⋅ Marinka Zitnik ⋅ Han Guo

[ OpenReview]

Workshop

Sat Jul 11 08:00 AM -- 05:00 PM (KST) @ HALL D1 None

3rd AI for Math Workshop: Toward Self-Evolving Scientific Agents

Haocheng Wang ⋅ Kun Xiang

[ OpenReview]

Workshop

Sat Jul 11 08:00 AM -- 05:00 PM (KST) @ ASEM Ballroom 203 None

Decision-Making from Offline Datasets to Online Adaptation: Black-Box Optimization to Reinforcement Learning

Nghia Hoang ⋅ Haruka Kiyohara ⋅ Aryan Deshwal ⋅ Jana Doppa

[ OpenReview]

Workshop

Sat Jul 11 08:00 AM -- 05:00 PM (KST) @ CONF ROOM S402 None

AI4Physics: An ICML 2026 Workshop on AI for Physics

John Sous ⋅ Arman Cohan ⋅ Yilun Zhao

[ OpenReview]

Workshop

Sat Jul 11 08:00 AM -- 05:00 PM (KST) @ CONF ROOM S308 None

Philosophy Meets Machine Learning: What Counts as Trustworthy?

Junhyung Park ⋅ Fanny Yang

[ OpenReview]

Workshop

Sat Jul 11 08:00 AM -- 05:00 PM (KST) @ ROOM E5 - E6 None

The Second Workshop on the Impact of Memorization on Trustworthy Foundation Models

Dominik Hintersdorf ⋅ Adam Dziedzic ⋅ Franziska Boenisch ⋅ Niloofar Mireshghallah

[ OpenReview]

Workshop

Sat Jul 11 08:00 AM -- 05:00 PM (KST) @ HALL C None

AI for Science: AI Scientists -- Tools, Co-authors, or Founders?

Lixue Cheng ⋅ Marinka Zitnik ⋅ Max Welling ⋅ Mengdi Wang ⋅ Soojung Yang ⋅ Sungsoo Ahn ⋅ Yixuan Wang ⋅ Mia Rosenfeld

[ OpenReview]

Break

Sat Jul 11 09:00 AM -- 10:00 AM (KST) None

Break

Sat Jul 11 12:00 PM -- 01:00 PM (KST) None

Lunch

Break

Sat Jul 11 03:00 PM -- 03:30 PM (KST) None

Break

Query	Result
Kernel	Current meeting year events with kernel in the abstract, author names, room location, date, or abstract
Deep Learning	Deep or Learning
"Deep Learning"	Deep Learning
@"Boston University"	Search for "Boston University" but only in the Institution and email fields of authors. Prefix a search term with the @ symbol to constrain it to just email and institution.