Skip to yearly menu bar Skip to main content


(732 events)   Timezone:  
Show all
The 2026 schedule is still incomplete
Toggle Poster Visibility
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Autoregression with Self-Token Prediction
Dengsheng Chen ⋅ Yangming Shi ⋅ Enhua Wu
[ Slides [ Poster [ 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
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) @ Coex: HALL A None
Mesh Based Simulations with Spatial and Temporal awareness
Paul Garnier ⋅ Vincent Lannelongue ⋅ Elie Hachem
[ 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
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) @ Coex: HALL A None
LoPhyDA: Low-Rank Tensor and Physics Gradient Guided Diffusion for Atmospheric Data Assimilation
danyang peng ⋅ Yang Chen ⋅ Yunlong Zhou ⋅ Xiaotong Yuan
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Physics-Informed Residual Flows
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) @ Coex: HALL A None
G-RANS: Generalizable Residual-Aware Neural Solvers for Sparse Systems
Weixin Liao ⋅ Mingquan Feng ⋅ Zhizhou Zhang ⋅ Youjia Wu ⋅ Yifan Fu ⋅ Junchi Yan
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
WIND: Weather Inverse Diffusion for Zero-Shot Atmospheric Modeling
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) @ Coex: HALL A None
Hyperbolic Neural Operator
jieyuan pei ⋅ Zhuoxuan Li ⋅ Wei Li ⋅ Haobo Zhang ⋅ jiawei jiang ⋅ Jianwei Zheng
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
GenDA: Generative Data Assimilation on Complex Urban Areas via Classifier-Free Diffusion Guidance
Francisco Giral ⋅ Álvaro Sevillano ⋅ Ignacio Perez ⋅ Ricardo Vinuesa ⋅ Soledad Le Clainche
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
LatentChem: From Textual CoT to Latent Thinking in Chemical Reasoning
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 [ 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
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
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
Adaptive Physics Transformer with Fused Global-Local Attention for Subsurface Energy Systems
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
Global Plane Waves From Local Gaussians: Periodic Charge Densities in a Blink
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
Learning to Refine: Spectral-Decoupled Iterative Refinement Framework for Precipitation Nowcasting
Yunlong Zhou ⋅ Chen Zhao ⋅ danyang peng ⋅ Fanfan Ji ⋅ Xiaotong Yuan
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Rethink the Role of Neural Decoders in Quantum Error Correction
Ge Yan ⋅ SHANCHUAN LI ⋅ Yuxuan Du
[ 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
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
Benchmarking Physics-Informed Time-Series Models for Operational Global Station Weather Forecasting
Tao Han ⋅ Zhibin Wen ⋅ Zhenghao Chen ⋅ Dazhao Du ⋅ Song Guo ⋅ 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
Yanming Xia ⋅ Angelica Aviles-Rivero
[ 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
Kiyoung Seong ⋅ Sungsoo Ahn ⋅ Sehui Han ⋅ Changyoung Park
[ 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
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
Efficient Training of Boltzmann Generators Using Off-Policy Log-Dispersion Regularization
Henrik Schopmans ⋅ Christopher von Klitzing ⋅ Pascal Friederich
[ 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
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) @ Coex: HALL A None
Graph Rewiring based on Flow Alignment for Improving Fluid Simulation
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
Q-CLIP: Unleashing the Power of Vision-Language Models for Video Quality Assessment through Unified Cross-Modal Adaptation
Yachun Mi ⋅ Yu Li ⋅ Yanting Li ⋅ Chen Hui ⋅ Tong Zhang ⋅ Zhixuan Li ⋅ Chenyue Song ⋅ Wei Lim ⋅ Shaohui Liu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Interactive Person Retrieval via Multi-Turn Multimodal Conversation
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
Video-BCI: Bayesian Cognitive Integration of Self-Prior Hypotheses for Video Understanding
Xing Xi ⋅ Yu Qiu ⋅ Ronghua Luo ⋅ Peixian Chen ⋅ peilin tong ⋅ Jiahao Liang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Learning Context-Conditioned Predicate Semantics via Prototype Feedback
NamGyu Jung ⋅ Chang Choi
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
CAST: Modeling Visual State Transitions for Consistent Video Retrieval
Yanqing Liu ⋅ Yingcheng Liu ⋅ Fanghong Dong ⋅ Budianto Budianto ⋅ Cihang Xie ⋅ Yan jiao
[ 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
David Méndez ⋅ Roberto Confalonieri ⋅ Natalia Díaz-Rodríguez
[ Poster [ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Intrinsic Gradient Suppression for Label-Noise Prompt Tuning in Vision–Language Models
Jia-yu Li ⋅ Jiaxin Qi ⋅ Sheng Zhou ⋅ Jianqiang Huang ⋅ Xian-Sheng Hua
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: Universal Aesthetic Alignment Narrows Artistic Expression
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
VlogReward: Learning Multi-Dimensional Evaluation for Vlog Editing
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) @ Coex: HALL A None
Mitigating Perceptual Judgment Bias in Multimodal LLM-as-a-Judge via Perceptual Perturbation and Reward Modeling
Seojeong Park ⋅ Jiho Choi ⋅ Junyong Kang ⋅ Seonho Lee ⋅ Jaeyo Shin ⋅ Hyunjung Shim
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
DocOS: A Benchmark for Proactive Document-Guided Actions in GUI Agents
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) @ Coex: HALL A None
MME-Reasoning: A Broad-Spectrum Benchmark for Evaluating Logical Reasoning in MLLMs
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
Find, Fix, Reason: Context Repair for Video Reasoning
Haojian Huang ⋅ Chuanyu Qin ⋅ Yinchuan Li ⋅ YINGCONG CHEN
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Code2Video: A Code-centric Paradigm for Educational Video Creation
Yanzhe Chen ⋅ Kevin Qinghong Lin ⋅ Mike Zheng Shou
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Memory as Dynamics: Learning Reliability-Guided Predictive Models for Online Video Perception
Minwoo Kim ⋅ Sang Min Yoon
[ Poster [ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
World-Model Inspired Emotion-aware Token Refinement for Training-Free Multimodal Emotion Recognition
Kejun Liu ⋅ Yuanyuan Liu ⋅ ke Wang ⋅ Zhe Chen ⋅ Yibing Zhan ⋅ Wei Xiang ⋅ Hongyan Zhang
[ 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
Yanan Liu ⋅ Anqi Zhu ⋅ Jingmin Zhu ⋅ Jun Liu ⋅ Hossein Rahmani ⋅ Mohammed Bennamoun ⋅ Farid Boussaid ⋅ Dan Xu ⋅ Qiuhong Ke
[ 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
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) @ Coex: HALL A None
Taming I2V models for Image HOI Editing: A Cognitive Benchmark and Agentic Self-Correcting Framework
Jiayi Gao ⋅ Qingchao Chen ⋅ Yuxin Peng ⋅ Yang Liu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
AlignVid: Taming Visual Dominance via Training-Free Attention Modulation in Text-guided Image-to-Video Generation
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) @ Coex: HALL A None
Motion Dynamics Learning for Few-Shot Embodied Adaptation
Sibo He ⋅ Weiying Xie ⋅ Daixun Li ⋅ Junhao Zhong ⋅ Jiayun Tian ⋅ Yunke Wang ⋅ Leyuan Fang ⋅ Gang He ⋅ Yunsong Li
[ Poster [ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
MM-DeepResearch: A Simple and Effective Multimodal Agentic Search Baseline
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) @ Coex: HALL A None
Improving Video Sparse Attention with Fine-grained Router and Sparse Rebasing
Peiyuan Zhang ⋅ Guoqiang Wei ⋅ Yilong Zhao ⋅ Zixiang Zhang ⋅ Wei Zhou ⋅ Will Lin ⋅ Heng Zhang ⋅ Xiaonan Nie ⋅ Yan Zeng ⋅ Hao Zhang
[ 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
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
Keep It in Mind: User Centric Continual Spatial Intelligence Reasoning in Egocentric Video Streams
Yun Wang ⋅ Junbin Xiao ⋅ Han Lyu ⋅ Yifan Wang ⋅ Jing Zuo ⋅ Zhanjie Zhang ⋅ Hong Huang ⋅ Dapeng Wu ⋅ Angela Yao
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Comp-Attn: Present-and-Align Attention for Compositional Video Genneration
Hongyu Zhang ⋅ Yufan Deng ⋅ Shenghai Yuan ⋅ Yian Zhao ⋅ Peng Jin ⋅ Xuehan Hou ⋅ Chang Liu ⋅ Jie Chen
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Zero-Shot Text-to-Motion Evaluation using Video Language Models
Yuwen Ji ⋅ Donglin Wang ⋅ Yue Zhang
[ Poster [ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Dual-Latent Memory Routing for Vision-Language Reasoning
Hao-Xuan Ma ⋅ Jin-Fei Qi ⋅ YiCheng Xiao ⋅ Han-Jia Ye
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Immuno-VLM: Immunizing Large Vision-Language Models via Generative Semantic Antibodies for Open-World Trustworthiness
Xiang Fang ⋅ Wanlong Fang ⋅ Wei Ji
[ 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
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) @ Coex: HALL A None
PVDepth: Panoramic Video Depth Estimation via Geometry-Aware Spatiotemporal Adaptation
Chuanxin Song ⋅ Peixi Peng
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Deformba: Vision State Space Model with Adaptive State Fusion
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
From Correspondence to Actions: Human-Like Multi-Image Spatial Reasoning in Multi-modal Large Language Models
Masanari Oi ⋅ Koki Maeda ⋅ Ryuto Koike ⋅ Daisuke Oba ⋅ Nakamasa Inoue ⋅ Naoaki Okazaki
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
ManiSoft: Towards Vision-Language Manipulation for Soft Robotics
Ziyu Wei ⋅ Luting Wang ⋅ Chen GAO ⋅ Li Wen ⋅ Si 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
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
StructMamPose: From Sequential Perception to Structural Reasoning for 3D Human Pose Estimation
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
OvisOCR: End-to-End Document Parsing via Aligning Specialized Perception with General Reasoning
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) @ Coex: HALL A None
Reason, Then Re-reason: Cross-view Revisiting Improves Spatial Reasoning
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
Interpretability Transfer from Language to Vision via Sparse Autoencoders
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
Rethinking Serialization in Linear 3D Vision: Decoupling Anisotropic Geometry from Isotropic Semantics
YinYun Yan ⋅ Liping Zhang ⋅ Tingran Wang ⋅ Jiaxin Deng ⋅ Changshuo Wang ⋅ Limin Jiang ⋅ Shanwei Gao ⋅ Xin Ning
[ Poster [ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
LaRI: Layered Ray Intersections for Single-view 3D Geometric Reasoning
Rui Li ⋅ Biao Zhang ⋅ Zhenyu Li ⋅ Federico Tombari ⋅ Peter Wonka
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
3ViewSense: Spatial and Mental Perspective Reasoning from Orthographic Views in Vision-Language Models
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
CoGeoAD: Hierarchical Color-Geometric Fusion with Multi-View Attention for Zero-Shot 3D Anomaly Detection
Ke Xu ⋅ Xinle Wang ⋅ Yanning Hou ⋅ Xueliang Ma ⋅ Juan Xie ⋅ Jianfeng Qiu
[ 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
Wentao Mo ⋅ Yang Liu
[ 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
Shoumeng Qiu ⋅ Xinrun Li ⋅ Yang Long ⋅ Xiangyang Xue ⋅ Varun Ojha ⋅ Jian Pu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Code2Worlds: Empowering Coding LLMs for 4D World Generation
Yi Zhang ⋅ Yunshuang Wang ⋅ Zeyu Zhang ⋅ Hao Tang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A 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
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Path-Decoupled Hyperbolic Flow Matching for Few-Shot Adaptation
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
4RC: 4D Reconstruction via Conditional Querying Anytime and Anywhere
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
STABLE: Simulation-Ready Tabletop Layout Generation via a Semantics–Physics Dual System
Zhen Luo ⋅ Yixuan Yang ⋅ Xudong XU ⋅ Jinkun Hao ⋅ Zhaoyang Lyu ⋅ Feng Zheng ⋅ Jiangmiao Pang ⋅ Yanwei Fu
[ 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
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
S2GS: Streaming Semantic Gaussian Splatting for Online Scene Understanding and Reconstruction
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) @ Coex: HALL A None
Position: Human-Centric Vision Requires Topological Generalization Beyond Fixed Skeletal Topologies
Heming Du ⋅ Jiaying Ying ⋅ Kaihao Zhang ⋅ Tianqing Zhu ⋅ Xin Yu
[ 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
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
Decoupling Skeleton and Flesh: Efficient Multimodal Table Reasoning with Disentangled Alignment and Structure-aware Guidance
Yingjie Zhu ⋅ Xuefeng Bai ⋅ Kehai Chen ⋅ Yang Xiang ⋅ Youcheng Pan ⋅ Xiaoqiang Zhou ⋅ Min zhang
[ 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
Xijie Xiang ⋅ Lin Zhu ⋅ Yonghong Tian
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
3DMedAgent: Unified Perception-to-Understanding for 3D Medical Analysis
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) @ Coex: HALL A None
VideoSeeker: Native Interleaved Clue Seeking for Long Video Multi-Hop Reasoning
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
IsoCompute Playbook: Optimally Scaling Sampling Compute for LLM RL
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
Learning 3D-Gaussian Simulators from RGB Videos
Mikel Zhobro ⋅ Andreas René Geist ⋅ Georg Martius
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Probing Newtonian Mechanics in Video Generative Models with Real Physical Systems
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) @ Coex: HALL A None
LynX: Token Interface Alignment for Video+X LLMs
Jungin Park ⋅ Jiyoung Lee ⋅ Kwanghoon Sohn
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
TGV-KV: Text-Grounded KV Eviction for Vision-Language Models
Jizhihui Liu ⋅ Ruizi Han ⋅ Miao Zhang ⋅ Rui Shao ⋅ Xuebo Liu ⋅ Weili Guan ⋅ Yaowei Wang
[ 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
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
Unified Multimodal Autoregressive Modeling with Shared Context—Visual Tokenizer is Key to Unification
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) @ Coex: HALL A None
Unveiling the Visual Counting Bottleneck in Vision-Language Models
Xingzhou Pang ⋅ Yifan Hou ⋅ Junling Wang ⋅ Mrinmaya Sachan
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Fair-FedMOE: Group-Fair One-Shot Federated Learning via Prototype-Guided Experts for Medical Imaging Analysis
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) @ Coex: HALL A None
Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning
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) @ Coex: HALL A None
Adaptive Residual-Update Steering for Low-Overhead Hallucination Mitigation in Large Vision-Language Models
Zhengtao Zou ⋅ Ya Gao ⋅ Jiarui Guan ⋅ Bin Li ⋅ Pekka Marttinen
[ 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
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
Focusing Where Vision Matters: Selective Training for Large Vision Language Models via Visual Information Gain
Seulbi Lee ⋅ Sangheum Hwang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
A robust PPG foundation model using multimodal physiological supervision
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
UHR-BAT: Budget-Aware Token Compression Vision-Language model for Ultra-High-Resolution Remote Sensing
Yunkai Dang ⋅ Minxin Dai ⋅ Yuekun Yang ⋅ Zhangnanli ⋅ Wenbin Li ⋅ Feng Miao ⋅ Yang Gao
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
SpatioLM: Towards General Physical Spatial Intelligence in Vision-Language Models
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) @ Coex: HALL A None
Finding the Correct Visual Evidence Without Forgetting: Mitigating Hallucination in LVLMs via Inter-Layer Visual Attention Discrepancy
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) @ Coex: HALL A None
WorldMirror: Universal 3D World Reconstruction with Any-Prior Prompting
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
KAST-BAR: Knowledge-Anchored Semantically-Dynamic Topology Brain Autoregressive Modeling for Universal Neural Interpretation
Haoning Wang ⋅ Wenchao Yang ⋅ Shuai Shen ⋅ Yang Li
[ Poster [ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
VisualScore: Learning Holistic Visual Quality Scores via Multi-Task Reasoning
Yiting Lu ⋅ Fengbin Guan ⋅ Yixin Gao ⋅ Yan Zhong ⋅ Xinge Peng ⋅ Jiakang Yuan ⋅ Yihao Liu ⋅ Bo Zhang ⋅ Xin Li ⋅ Zhibo Chen ⋅ Weisi Lin
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
TVI-CoT: Text-Visual Interleaved Chain-of-Thought Reasoning for Multimodal Understanding
Lianyu Hu ⋅ Xiaoyu Ma ⋅ Zeqin Liao ⋅ Yang Liu
[ Poster [ 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
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) @ Coex: HALL A None
Holi-Spatial: Evolving Video Streams into Holistic 3D Spatial Intelligence
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
mSOP-765k: A Benchmark For Multi-Modal Structured Output Predictions
Bianca Lamm ⋅ Janis Keuper
[ Poster [ URL [ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Multimodal Latent Language Modeling with Next-Token Diffusion
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) @ Coex: HALL A None
The Latent Color Subspace: Emergent Order in High-Dimensional Chaos
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
SJD-SV: Speculative Jacobi Decoding with Semantics Verification for Autoregressive Image Generation
Baoquan Zhang ⋅ Bingqi Shan ⋅ Shihao Fang ⋅ Kenghong Lin ⋅ Xutao Li ⋅ Yunming Ye
[ Poster [ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Bi-Anchor Interpolation Solver for Accelerating Generative Modeling
Hongxu CHEN ⋅ Hongxiang Li ⋅ Zhen Wang ⋅ Long Chen
[ 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
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) @ Coex: HALL A None
Vector Quantization using Gaussian Variational Autoencoder
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
Pose-ICL: 3D-Aware In-Context Learning for Pose-Controllable Subject Customization
Xuan Han ⋅ Yihao Zhao ⋅ Mingyu You
[ 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
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) @ Coex: HALL A None
Primal-Spectral Generative Modeling: Fast Analytical Generation via Pseudoinverse Lévy Inversion
Zhiyuan Ouyang ⋅ Simei Huang ⋅ Zuokai Wen ⋅ Xiangyun Zhang ⋅ Junchi Yan
[ Poster [ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
PolyFlow: Safe and Efficient Polytope-Constrained Flow Matching with Constraint Embedding and Projection-free Update
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
Unpaired Visual Editing with Self-Consistent Flow Matching
Yoad Tewel ⋅ Yuval Atzmon ⋅ Gal Chechik ⋅ Lior Wolf
[ 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
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
Principled RL for Flow Matching Emerges From the Chunk-level Policy Optimization
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
Calibrating Generative Models to Distributional Constraints
Henry Smith ⋅ Nathaniel Diamant ⋅ Brian Trippe
[ 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
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
PromptRL: Prompt Matters in RL for Flow-Based Image Generation
Fu-Yun Wang ⋅ Han Zhang ⋅ Michaël Gharbi ⋅ Hongsheng Li ⋅ Taesung Park
[ Poster [ 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
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
Speculative Coupled Decoding for Training-Free Lossless Acceleration of Autoregressive Visual Generation
Junhyuk So ⋅ Hyunho Kook ⋅ Chaeyeon Jang ⋅ Eunhyeok Park
[ 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
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
Semantic-Aware Motion Encoding for Topology-Agnostic Character Animation
Zongye Zhang ⋅ Yuzhuo Cui ⋅ Qingjie Liu ⋅ Yunhong Wang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Learning Manifold Data with Flow Matching
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) @ Coex: HALL A None
Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model
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
RevealLayer: Disentangling Hidden and Visible Layers via Occlusion-Aware Image Decomposition
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
Sayedmoslem Shokrolahi ⋅ Jae-Mo Kang ⋅ Il-Min Kim
[ Poster [ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
3D MeanFlow: One-Step Point Cloud Completion and Generation via Average-Velocity Transport
Haowen Zhong ⋅ Jiujun Cheng ⋅ Haowen Wang ⋅ Chao Wei ⋅ Lu Yang ⋅ Qichao Mao ⋅ Shangce Gao
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
HIVE-3D: Hierarchical Voxel Enhancement for High-Quality 3D Scene Generation
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) @ Coex: HALL A None
Restoring Initial Noise Sensitivity in Text-to-Image Distillation through Geometric Alignment
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) @ Coex: HALL A None
Learning Discrete Diffusion on Graphs via Free-Energy Gradient Flows
Dario Rancati ⋅ Jan Maas ⋅ Francesco Locatello
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Manifold-Optimal Guidance: A Unified Riemannian Control View of Diffusion Guidance
Zexi Jia ⋅ Pengcheng Luo ⋅ Zhengyao Fang ⋅ Jinchao Zhang ⋅ Jie Zhou
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Planar Symmetric Pattern Generation
Ning Lin ⋅ Luxi Chen ⋅ Huaguan Chen ⋅ Jiacheng Cen ⋅ Chongxuan Li ⋅ Wenbing Huang ⋅ Hao Sun
[ 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
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
Nonparametric Data Attribution for Diffusion Models
Yutian Zhao ⋅ Chao Du ⋅ Xiaosen Zheng ⋅ Tianyu Pang ⋅ Min Lin
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
SDiD:Shared diffusion prior for efficient distributed stereo image compression
Yichong Xia ⋅ Yimin Zhou ⋅ Zongyu Li ⋅ Shiyu Qin ⋅ Mingyao Hong ⋅ Bin Chen ⋅ Haoqian Wang
[ 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
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) @ Coex: HALL A None
Envisioning Beyond the Few: Disentangled Semantics and Primitives for Few-Shot Atypical Layout-to-Image Generation
Nan Bao ⋅ Yifan Zhao ⋅ Wenzhuang Wang ⋅ Jia Li
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
When Do Diffusion Models learn to Generate Multiple Objects?
Yujin Jeong ⋅ Arnas Uselis ⋅ Iro Laina ⋅ Seong Joon Oh ⋅ Anna Rohrbach
[ 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
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
Mitigating Noise-Induced Layout Priors for Object Counting in Diffusion Models
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
Exploring Data-Free LoRA Transferability for Video Diffusion Models
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) @ Coex: HALL A None
Variational Bayesian Flow Network for Graph Generation
Yida Xiong ⋅ Jiameng Chen ⋅ Xiuwen Gong ⋅ Jia Wu ⋅ Shirui Pan ⋅ wenbin Hu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Graph Alignment for Benchmarking Graph Neural Networks and Learning Positional Encodings
Adrien Lagesse ⋅ Marc Lelarge
[ 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
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) @ Coex: HALL A None
A Graphop Analysis of Graph Neural Networks on Sparse Graphs: Generalization and Universal Approximation
Ofek Amran ⋅ Tom Gilat ⋅ Ron Levie
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Subspace-Aware Feature Reshaping for Open-Set Graph Class-Incremental Learning
Weichao Zhang ⋅ Shuai Zheng ⋅ Yeyu Yan ⋅ Zhizhe Liu ⋅ Zhenfeng Zhu ⋅ Yao Zhao
[ 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
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
BOCLOAK: Optimal Transport-Guided Adversarial Attacks on Graph Neural Network-Based Bot Detection
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
MV-FGAD: Towards Efficient and Effective Federated Graph Anomaly Detection via Multi-view Learning
Junyi Yan ⋅ KE LIANG ⋅ Hao Yu ⋅ Meng Liu ⋅ Hao Tan ⋅ Tianrui Liu ⋅ Jun-Jie Huang ⋅ Xinwang Liu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Adaptive Node Feature Selection for Graph Neural Networks
Ali Azizpour ⋅ Madeline Navarro ⋅ Santiago Segarra
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Full-Spectrum Graph Neural Network: Expressive and Scalable
Xiaohan Wang ⋅ Deyu Bo ⋅ Longlong Li ⋅ Kelin Xia
[ 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
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) @ Coex: HALL A None
GraphFLEx: Unsupervised Structure Learning $\underline{\text{F}}$ramework for $\underline{\text{L}}$arge $\underline{\text{Ex}}$panding $\underline{\text{Graph}}$s
Mohit Kataria ⋅ Nikita Malik ⋅ Sandeep Kumar ⋅ Jayadeva Jayadeva
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Adaptive Memory Retention in Dynamic Graphs
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
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) @ Coex: HALL A None
Error-Driven Graph Augmentation for Mesh-Based PDE Surrogates
Xuan Minh Vuong Nguyen ⋅ Nissrine Akkari ⋅ Fabien Casenave ⋅ Jonathan Viquerat ⋅ Elie Hachem
[ 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
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
From Moments to Models: Graphon-Mixture Learning for Mixup and Contrastive Learning
Ali Azizpour ⋅ Reza Ramezanpour ⋅ Santiago Segarra
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Dual-channel Dynamic Graph Neural Networks with Adaptive Adjacency Learning and Multi-scale Representation Fusion
Youqing Wang ⋅ Jiahao Long ⋅ Tianxiang Zhao ⋅ Man Cao ⋅ Mengyuan Xin ⋅ Jiapu Wang ⋅ Junbin Gao ⋅ Jipeng Guo
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
DiP-G: Discrete Prompting for Graph Neural Networks
Yumeng Zhao ⋅ Huiying Hu ⋅ Steve Wen ⋅ Junjie Shen ⋅ Bei Hua
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
On the Expressive Power of GNNs to Solve Linear SDPs
Chendi Qian ⋅ Christopher Morris
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Improving Graph Transformers via Global Structural Priors
Jiaming Zhuo ⋅ Ziyi Ma ⋅ Kun Fu ⋅ Di Jin ⋅ Chuan Wang ⋅ Zhen Wang ⋅ Xiaochun Cao ⋅ Huazhu Fu ⋅ Liang Yang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
RAPNet: Accelerating Algebraic Multigrid with Learned Sparse Corrections
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
PhenoBrain: Phenotype-Conditioned Long-Range Communication for Multi-Modal Brain Network Analysis
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) @ Coex: HALL A None
Backward Oversmoothing: why is it hard to train deep Graph Neural Networks?
Nicolas Keriven
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
H$^2$CL: Heterogeneity-Aware Hypergraph Contrastive Learning for Robust Representation
Kaixuan Yao ⋅ Ting Guo ⋅ Ming Li ⋅ Feilong Cao
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
SimGFM: Simplifying Discrete Flow Matching for Graph Generation
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
Adaptive Recurrent Message Passing for Test Time Computing on Graphs
Junshu Sun ⋅ Wanxing Chang ⋅ Qingming Huang ⋅ Shuhui Wang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Collaborative likelihood-ratio estimation over graphs
Alejandro de la Concha Duarte ⋅ Nicolas Vayatis ⋅ Argyris Kalogeratos
[ JMLR
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Discriminative Attribute Graph Clustering Through Topology-Guided Contrastive Learning
Ling Ding ⋅ Zhizhi Yu ⋅ Cuiying Huo
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Fixed Aggregation Features Can Rival GNNs
Celia Rubio-Madrigal ⋅ Rebekka Burkholz
[ Slides [ Poster [ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
ST-TGExplainer: Disentangling Stability and Transition Patterns for Temporal GNN Interpretability
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) @ Coex: HALL A None
Are Common Substructures Transferable? Understanding Transferability in Graph Pretraining under Riemannian Geometry
Li Sun ⋅ Zhenhao Huang ⋅ Yiding Wang ⋅ Qin Chen ⋅ Pietro Lió ⋅ Philip Yu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Can Computational Reducibility Lead to Transferable Models for Graph Combinatorial Optimization?
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
Towards Hierarchy–Uniformity Equilibrium: Recovering Semantic Depth in Hypergraph Contrastive Learning
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
Beyond Model Base Retrieval: Weaving Knowledge to Master Fine-grained Neural Network Design
Jialiang Wang ⋅ Hanmo Liu ⋅ Shimin Di ⋅ Zhili Wang ⋅ Jiachuan Wang ⋅ Lei Chen ⋅ Xiaofang Zhou
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
View Space: Learning Representation across Arbitrary Graphs
Dooho Lee ⋅ Myeong Kong ⋅ Minho Jeong ⋅ Jaemin Yoo
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Enhancing LLMs for Graph Tasks via Graph-aware LoRA Generation
Junshu Sun ⋅ Wanxing Chang ⋅ Qingming Huang ⋅ Shuhui Wang
[ 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?
Yao Cheng ⋅ Siqiang Luo
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Rethinking Feature Alignment in Generalist Graph Anomaly Detection: A Relational Fingerprint-based Approach
Yujing Liu ⋅ Yixin Liu ⋅ Yu Zheng ⋅ Alan Liew ⋅ Xiaofeng Cao ⋅ Shirui Pan
[ 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
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) @ Coex: HALL A None
Same Graph Cross-Task Transfer in GNNs: Protocols and Predictors
Neelam Akula ⋅ Surbhi Kumar ⋅ Murat Kantarcioglu ⋅ Baris Coskunuzer
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: Topological Machine Learning Cannot Progress without Experimental Standards
Inés Castilla Rieso
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Learning the Neighborhood: Contrast-Free Multimodal Self-Supervised Molecular Graph Pretraining
Boshra Ariguib ⋅ Mathias Niepert ⋅ Andrei Manolache
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Graph Alignment via Dual-Pass Spectral Encoding and Latent Space Communication
Maysam Behmanesh ⋅ Erkan Turan ⋅ Maks Ovsjanikov
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
PromptDyG: Test-Time Prompt Adaptation on Dynamic Graphs
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) @ Coex: HALL A None
GP2F: Cross-Domain Graph Prompting with Adaptive Fusion of Pre-trained Graph Neural Networks
Dongxiao He ⋅ Wenxuan Sun ⋅ Yongqi Huang ⋅ Jitao Zhao ⋅ Di Jin
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
A Unifying Relational Perspective on Expressive Lottery Tickets
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) @ Coex: HALL A None
Rel-MOSS: Towards Imbalanced Relational Deep Learning on Relational Databases
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
E2Former-V2: On-the-Fly Equivariant Attention with Linear Activation Memory
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) @ Coex: HALL A None
Structure-Centric Graph Foundation Model via Geometric Bases
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
Ayushman Raghuvanshi ⋅ Thummaluru Siddartha Reddy ⋅ Sundeep Prabhakar Chepuri ⋅ Mahesh Chandran
[ 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
Renos Zabounidis ⋅ Aditya Golatkar ⋅ Michael Kleinman ⋅ Alessandro Achille ⋅ Wei Xia ⋅ Stefano Soatto
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
The Geometric Reasoner: Manifold-Informed Latent Foresight Search for Long-Context Reasoning
Ren Zhuang ⋅ Ben Wang ⋅ Shuifa Sun
[ Poster [ 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
Haotong Sun ⋅ Yinghui Jiang ⋅ Bocheng Xu ⋅ Jianye Xie
[ 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
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
ParaTool: Shifting Tool Representations from Context to Parameters
Zekai Yu ⋅ Qi Meng ⋅ Qizhi Chu ⋅ Yu Hao ⋅ Chuan Shi ⋅ Cheng Yang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Do LLMs “Feel”? Emotion Circuits Discovery and Control
Chenxi Wang ⋅ Yixuan Zhang ⋅ Ruiji Yu ⋅ Yufei Zheng ⋅ Lang Gao ⋅ Zirui Song ⋅ Zixiang Xu ⋅ Gus xia ⋅ Huishuai Zhang ⋅ Dongyan Zhao ⋅ Xiuying Chen
[ 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
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) @ Coex: HALL A None
EasyBalance: Cross-Layer Load Balancing in Distributed MoE Inference
Yize Wu ⋅ KE GAO ⋅ Ling Li ⋅ Yanjun Wu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
AIR: Post-training Data Selection for Reasoning via Attention Head Influence
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
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
Multimodal Meta-Verifier with Explicit Structured Recalibration
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) @ Coex: HALL A None
FrontierCS: Evolving Challenges for Evolving Intelligence
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) @ Coex: HALL A None
SafeCompass: Dynamic Chain-of-Thought Steering via Inference-Time Safety Signals
Zeyang Zhang ⋅ HAOTIAN XU ⋅ Linbao Li ⋅ Qi Sun ⋅ Xuebo Liu ⋅ YU LI ⋅ Cheng Zhuo
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
ReJump: A Tree-Jump Representation for Analyzing and Improving LLM Reasoning
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) @ Coex: HALL A None
The Geometry of Reasoning: Self-Evaluation via Layerwise Trajectory Evolution
Jinhe Bi ⋅ Danqi Yan ⋅ Yifan Wang ⋅ Wenke Huang ⋅ Haokun Chen ⋅ Guancheng Wan ⋅ Mang Ye ⋅ Xun Xiao ⋅ Hinrich Schuetze ⋅ Volker Tresp ⋅ Yunpu Ma
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
MixReasoning: Switching Modes to Think
Haiquan Lu ⋅ Gongfan Fang ⋅ Xinyin Ma ⋅ Qi Li ⋅ Xinchao Wang
[ 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
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
Learning to Discover at Test Time
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
ParamMem: Augmenting Language Agents with Parametric Reflective Memory
Tianjun Yao ⋅ Yongqiang Chen ⋅ Yujia Zheng ⋅ Pan Li ⋅ Zhiqiang Shen ⋅ Kun Zhang
[ 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
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) @ Coex: HALL A None
Characterizing, Evaluating, and Optimizing Complex Reasoning
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) @ Coex: HALL A None
VCG-Bench: Towards A Unified Visual-Centric Benchmark for Structured Generation and Editing
Xiaoyan Su ⋅ Peijie Dong ⋅ Zhenheng Tang ⋅ Song Tang ⋅ Yuyao Zhai ⋅ Kaitao Lin ⋅ Liang Chen ⋅ Gai Yuhang ⋅ Yuyu Luo ⋅ Qiang Wang ⋅ Xiaowen Chu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Solving Physics Olympiad via Reinforcement Learning on Physics Simulators
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
Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for General LLM Reasoning
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) @ Coex: HALL A None
Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning
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) @ Coex: HALL A None
How2Everything: Mining the Web for How-to Procedures to Evaluate and Improve LLMs
Yapei Chang ⋅ Kyle Lo ⋅ Mohit Iyyer ⋅ Luca Soldaini
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Monitorability as a Free Gift: How RLVR Spontaneously Aligns Reasoning
Zidi Xiong ⋅ Shan Chen ⋅ Himabindu Lakkaraju
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
EAPO: Enhancing Policy Optimization with On-Demand Expert Assistance
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) @ Coex: HALL A None
Symbolic Mixture-of-Experts: Adaptive Skill-based Routing for Heterogeneous Reasoning
Justin Chih-Yao Chen ⋅ Sukwon Yun ⋅ Elias Stengel-Eskin ⋅ Tianlong Chen ⋅ Mohit Bansal
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Compute as Teacher: Turning Inference Compute Into Reference-Free Supervision
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
PRM-PBE: Process Reward Model for Reinforcement Learning in Programming-by-Example
Yue Fang ⋅ Zhi Jin ⋅ Jie An ⋅ Hongshen Chen ⋅ Jiangmeng Li ⋅ Xiaohong Chen ⋅ Naijun Zhan
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Shape of Thought: Progressive Object Assembly via Visual Chain-of-Thought
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
Persona2Web: Benchmarking Personalized Web Agents for Contextual Reasoning with User History
Serin Kim ⋅ Sangam Lee ⋅ Dongha Lee
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
From Patches to Plans: Reasoning Distillation for Repository-Level Program Repair
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
Verifying Meta-Awareness via Predictive Rewards in Reasoning Models
Yoonjeon Kim ⋅ Doohyuk Jang ⋅ Eunho Yang
[ 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
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) @ Coex: HALL A None
CausalGame: Benchmarking Causal Thinking of LLM Agents in Games
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) @ Coex: HALL A None
Diversity Over Frequency: Rethinking Tool Use in Visual Chain-of-Thought Agents
Dong-Hee Kim ⋅ Reuben Tan ⋅ DONGHYUN KIM
[ 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
Anna Mészáros ⋅ Patrik Reizinger ⋅ Ferenc Huszár
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Towards Pareto-Optimal Tool-Integrated Agents with Pareto Ranking Policy Optimization
Junyi Li ⋅ Xiaowei Qian ⋅ Yingyi Zhang ⋅ Wenlin Zhang ⋅ Guojing Li ⋅ Sheng Zhang ⋅ Xiao Han ⋅ Yichao Wang ⋅ Xiangyu Zhao
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
PETS: A Principled Framework Towards Optimal Trajectory Allocation for Efficient Test-Time Self-Consistency
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) @ Coex: HALL A None
A²RBench: An Automatic Paradigm for Formally Verifiable Abstract Reasoning Benchmark Generation
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
OpenIKLR: Bridging the Reasoning Gap in Open-World Scenarios via Iterative Premise Completion
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) @ Coex: HALL A None
Efficient Multi-Agent Reasoning via Confidence-Guided Adaptive Debate
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
HERMES: Towards Efficient and Verifiable Mathematical Reasoning in LLMs
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) @ Coex: HALL A None
$\tau$-Knowledge: Evaluating Conversational Agents over Unstructured Knowledge
Quan Shi ⋅ Alexandra Zytek ⋅ Pedram Razavi ⋅ Karthik Narasimhan ⋅ Victor Barres
[ 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
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) @ Coex: HALL A None
Scaling, Benchmarking, and Reasoning of Vision-Language Agents for Mobile GUI Navigation
Heng Qu ⋅ Yike Liu ⋅ Renren Jin ⋅ Wenzong Zhang ⋅ Pengzhi Gao ⋅ Wei Liu ⋅ Jian Luan
[ 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
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) @ Coex: HALL A None
Thinking with Geometry: Active Geometry Integration for Spatial Reasoning
Haoyuan Li ⋅ Qihang Cao ⋅ Tao Tang ⋅ Kun Xiang ⋅ Zihan Guo ⋅ Jianhua Han ⋅ Jia-Wang Bian ⋅ Hang Xu ⋅ Xiaodan Liang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Think in Latent, Explain in Language: Self-Explainable Latent Reasoning
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
MINIF2F-DAFNY: LLM-Guided Mathematical Theorem Proving via Auto-Active Verification
Mantas Baksys ⋅ Sean B Holden ⋅ Olivier Bouissou ⋅ Stefan Zetzsche
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Numina-Lean-Agent: An Open and General Agentic Reasoning System for Formal Mathematics
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
[ 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
Andrei Lupu ⋅ Timon Willi ⋅ Jakob Foerster
[ 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
Yuze Zhao ⋅ JunpengFang ⋅ 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) @ Coex: HALL A None
LEGO: An LLM-Enabled Hierarchical Optimizer for Tensor Computation Graphs with Structure-Aware Search and Compositional Synthesis
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) @ Coex: HALL A None
Sparks of Cooperative Reasoning: LLMs as Strategic Hanabi Agents
Mahesh Ramesh ⋅ Kaousheik Jayakumar ⋅ Aswinkumar Ramkumar ⋅ Pavan Thodima ⋅ Aniket Rege ⋅ Emmanouil-Vasileios Vlatakis-Gkaragkounis
[ 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
Chenyi Li ⋅ Yanchen Nie ⋅ Zhenyu Ming ⋅ Gong Zhang ⋅ Kun Yuan ⋅ Zaiwen Wen
[ 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
Xiang Li ⋅ Ning Yan ⋅ Masood Mortazavi
[ Slides [ Poster [ 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
Yuran Sun ⋅ Chuan Wu
[ 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
Ved Sirdeshmukh ⋅ Marc Wetter
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Beyond Mode Collapse: Distribution Matching for Diverse Reasoning
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
A Minimal Agent for Automated Theorem Proving
Borja Requena ⋅ Austin Letson ⋅ Krystian Nowakowski ⋅ Izan Beltran Ferreiro ⋅ Leopoldo Sarra
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
APE-Bench: Evaluating Automated Proof Engineering for Formal Math Libraries
Huajian Xin ⋅ Zheng Yuan ⋅ Jacques Fleuriot ⋅ Wenda Li
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Detecting Errors in AI-Generated Annotations: When and Why Semantic Neighbors Help
Na Di ⋅ Ling Li ⋅ Zhe Tang ⋅ Hao Cheng ⋅ Jinlong Pang ⋅ Jiaheng Wei ⋅ Zhaowei Zhu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
TopBench: A Benchmark for Implicit Prediction and Reasoning over Tabular Question Answering
An-Yang Ji ⋅ Jun-Peng Jiang ⋅ De-Chuan Zhan ⋅ Han-Jia Ye
[ 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
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
When to Think, When to Speak: Learning Disclosure Policies for Large Language Model Reasoning
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
Wait, Wait, Wait... Why Do Reasoning Models Loop?
Charilaos Pipis ⋅ Shivam Garg ⋅ Vasilis Kontonis ⋅ Vaishnavi Shrivastava ⋅ Akshay Krishnamurthy ⋅ Dimitris Papailiopoulos
[ 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
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
Process Reward Models That Think
Muhammad Khalifa ⋅ Rishabh Agarwal ⋅ Lajanugen Logeswaran ⋅ Jaekyeom Kim ⋅ Hao Peng ⋅ Moontae Lee ⋅ Honglak Lee ⋅ Lu Wang
[ URL [ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
From Extraction to Deduction: Resolving Functional Misalignment in RAG via a Collaborative Critic-Reasoner Framework
Yufei Chen ⋅ Yao Wang ⋅ Haibin Zhang ⋅ Hualin zhou ⋅ Tao Gu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
From Reasoning Traces to Reusable Modules: Reinforcement Learning for Compositional Generalization in Language Model Reasoning
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
[ 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
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
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
Stop When Further Reasoning Won’t Help: Attention-State Adaptive Generation in Reasoning Models
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) @ Coex: HALL A None
LongCoT: Benchmarking Long-Horizon Chain-of-Thought Reasoning
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) @ Coex: HALL A None
Hallucination Detection from Structural Reasoning Model
Jianbo Sun ⋅ Pengkun Yang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Dynamic Thinking-Token Selection for Efficient Reasoning in Large Reasoning Models
zhenyuan guo ⋅ Tong Chen ⋅ Wenlong Meng ⋅ Chen GONG ⋅ Xin Yu ⋅ Chengkun Wei ⋅ Wenzhi CHEN
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
The Art of Interrogation: Consistency Amplifies Factuality in Spatial Reasoning
Théo Uscidda ⋅ Marta Gazulla ⋅ Maks Ovsjanikov ⋅ Federico Tombari ⋅ Leonidas Guibas
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Geometry of Reason: Spectral Signatures of Valid Mathematical Reasoning
Valentin NOËL
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Algorithmic Primitives and Compositional Geometry of Reasoning in Language Models
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) @ Coex: HALL A None
Attention Illuminates LLM Reasoning: The Uncovered Preplan-and-Anchor Rhythm Enables Fine-Grained Policy Optimization
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) @ Coex: HALL A None
How Chain of Thought Decomposes Complex Tasks
Amrut Nadgir ⋅ Vijay Balasubramanian ⋅ Pratik Chaudhari
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
DenseSteer: Steering Small Language Models towards Dense Math Reasoning
Yang Ouyang ⋅ Shuhang Lin ⋅ Jung-Eun Kim
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Harnessing Reasoning Trajectories for Hallucination Detection via Answer-agreement Representation Shaping
Jianxiong Zhang ⋅ Bing Guo ⋅ Yuming Jiang ⋅ Haobo Wang ⋅ Bo An ⋅ Sean Du
[ 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
Janghyeon Kim ⋅ Minsoo Kim ⋅ Kyuhong Shim ⋅ Jungwook Choi
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation
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
AtomWorld: A Benchmark for Evaluating Spatial Reasoning in Large Language Models on Material Structures
Taoyuze Lv ⋅ Alexander Chen ⋅ Fengyu Xie ⋅ Chu Wu ⋅ Jeffrey Meng ⋅ Dongzhan Zhou ⋅ Yingheng Wang ⋅ Bram Hoex ⋅ Zhicheng Zhong ⋅ Tong Xie
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Are Large Reasoning Models Interruptible?
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
Look on Demand: A Cognitive Scheduling Framework for Visual Evidence Acquisition in Multimodal Reasoning
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) @ Coex: HALL A None
UniRRM: Unified Reasoning Reward Models Across Languages and Evaluation Paradigms
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
The Truth Stays in the Family: Enhancing Contextual Truthfulness via Inherited Heads in Model Lineages
Miso Choi ⋅ Seonga Choi ⋅ Mincheol Kwon ⋅ Woosung Joung ⋅ Jinkyu Kim ⋅ Jungbeom Lee
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
CauSciBench: Evaluating LLM Causal Inference for Scientific Research
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
[ 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
Muhan Gao ⋅ Zih-Ching Chen ⋅ Kuan-Hao Huang
[ 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
Long (Tony) Lian ⋅ Sida Wang ⋅ Felix Juefei-Xu ⋅ Tsu-Jui Fu ⋅ Xiuyu Li ⋅ Adam Yala ⋅ Trevor Darrell ⋅ Alane Suhr ⋅ Yuandong Tian ⋅ Xi Lin
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
How Transformers Represent Hierarchies: A Local-to-Global Mechanism
Zhiling Zhou ⋅ Tianhao Wang ⋅ Zhuoran Yang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Configurable Reward Model for Balanced Safety Alignment
Zhengping Jiang ⋅ Mehran Khodabandeh ⋅ Akash Bharadwaj ⋅ Manik Bhandari ⋅ Mayur Srungarapu ⋅ Anqi Liu ⋅ Benjamin Van Durme ⋅ Li Chen
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Rare Event Analysis of Large Language Models
Jake McAllister Dorman ⋅ Edward Gillman ⋅ Dominic C Rose ⋅ Jamie Mair ⋅ Juan Garrahan
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
CARE: Confounder-Aware Aggregation for Reliable LLM Evaluation
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
Weaving Graph over Tokens: Contextualizing Structured Sequences for LLMs
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) @ Coex: HALL A None
When Do Hallucinations Arise? A Graph Perspective on the Evolution of Path Reuse and Path Compression
Xinnan Dai ⋅ Kai Yang ⋅ cheng Luo ⋅ Shenglai Zeng ⋅ Kai Guo ⋅ Jiliang Tang
[ 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
Yunfan Zhang ⋅ Kathleen McKeown ⋅ Smaranda Muresan
[ 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
Hyunjin Cho ⋅ Youngji Roh ⋅ Jaehyung Kim
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
When Search Goes Wrong: Red-Teaming Web-Augmented Large Language Models
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) @ Coex: HALL A None
Causal Dependency-Aware Unsupervised Routing for Large Reasoning Models
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
Antidistillation Fingerprinting
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) @ Coex: HALL A None
Graph-Link: Bridging the Semantic-Structural Gap in Text-to-SQL via Constrained Subgraph Induction
Jianwei Zhong ⋅ Yijun Mo ⋅ Quanxin Liu ⋅ Ruida Xu ⋅ Yuxi Yang ⋅ Ming Chi
[ 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
Yubing Ren ⋅ Ping Guo ⋅ Yanan Cao
[ 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
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
CoMem: Context Management with A Decoupled Long-Context Model
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
Adaptive Time Series Reasoning via Segment Selection
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
Compile to Compress: Boosting Formal Theorem Provers by Compiler Outputs
Guchan Li ⋅ Rui Tian ⋅ Hongning Wang
[ Poster [ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
IPMark: A Sentence-Level Watermark for LLMs with Hierarchical Personalization and Efficient Detection
Wenbo An ⋅ Lianwei Wu ⋅ Zehao Wang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
HInT: Hypergraph Infusion at the Structural Layers Improves Table Understanding
Wonjin Lee ⋅ Soomi Jeong ⋅ Kwang In Kim
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
UniFLoW: Universal Multi-Modal Federated LoRA Fine-Tuning Framework with Analytical Aggregation
haoyuan liang ⋅ Zhiyu Ye ⋅ Jielong Tang ⋅ Yang Yang ⋅ Shilei Cao ⋅ Guowen Li ⋅ Fei Hu ⋅ Zhiwei Zhang ⋅ Haohuan Fu ⋅ Juepeng Zheng
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
FedRot-LoRA: Mitigating Rotational Misalignment in Federated LoRA
Haoran Zhang ⋅ Dongjun Kim ⋅ Seohyeon Cha ⋅ Haris Vikalo
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
SCOPE and SCION: Benchmark and Method for Ontology Induction and Fusion from Text
Miaobo Hu ⋅ Shuhao Hu ⋅ BoKun Wang ⋅ Rui Chen ⋅ Xiaobo Guo ⋅ Xin Wang ⋅ Daren Zha ⋅ Jun Xiao
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
RBCBF: Decoding Time Safety Alignment via Risk Guided Rollback and Barrier Control
Tianxiang Chen ⋅ Jingyuan Zhou ⋅ Longhao Yan ⋅ Kaidi Yang
[ 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
Ivo Petrov ⋅ Jasper Dekoninck ⋅ Martin Vechev
[ 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
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) @ Coex: HALL A None
MultiHal: Multilingual Dataset for Knowledge-Graph Grounded Evaluation of LLM Hallucinations
Ernests Lavrinovics ⋅ Russa Biswas ⋅ Katja Hose ⋅ Johannes Bjerva
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
No More, No Less: Least-Privilege Language Models
Paulius Rauba ⋅ Dominykas Seputis ⋅ Patrikas Vanagas ⋅ Mihaela van der Schaar
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
LORD-GoF: A Robust Online Detection Approach for LLM Watermarks in Sparse and Mixed Streams
Jiade Xu ⋅ Zhouping Li
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
CircuitPrint: Mechanistic Circuit Fingerprints for Large Language Models
Zhenxiong Yan ⋅ Suhang Yao ⋅ Yu Liu ⋅ Wenqiang Jin
[ 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
Yuchen Xian ⋅ Yang He ⋅ Yunqiu Xu ⋅ Yi Yang
[ 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
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) @ Coex: HALL A None
Multilingual Safety Alignment via Representation-Space Separability
Dan Shi ⋅ Zhuowen Han ⋅ Deyi Xiong
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
A Judge-Aware Ranking Framework for Evaluating Large Language Models without Ground Truth
Mingyuan Xu ⋅ Xinzi Tan ⋅ Jiawei Wu ⋅ Doudou Zhou
[ 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
Vamshi Sunku Mohan ⋅ Kaustubh Gupta ⋅ Aneesha Das ⋅ Chandan Singh
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Annotations Mitigate Post-Training Mode Collapse
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
Rethinking Personalization in Large Language Models at the Token Level
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
Optimizing KV Cache Eviction from an Output Perturbation Perspective
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
TokSuite: Measuring the Impact of Tokenizer Choice on Language Model Behavior
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) @ Coex: HALL A None
NExT-Guard: Training-Free Streaming Safeguard without Token-Level Labels
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) @ Coex: HALL A None
Entropy-aware Span-Constrained Optimal Transport for Robust Cross-Tokenizer Knowledge Distillation
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
Steer Like the LLM: Activation Steering that Mimics Prompting
Geert Heyman ⋅ Frederik Vandeputte
[ 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
Nurbek Tastan ⋅ Stefanos Laskaridis ⋅ Karthik Nandakumar ⋅ Samuel Horváth
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
PASA: A Principled Embedding-Space Watermarking Approach for LLM-Generated Text under Semantic-Invariant Attacks
Zhenxin Ai ⋅ Haiyun He
[ 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
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
RGMem: Renormalization Group–inspired Memory Evolution for Language Agents
Ao Tian ⋅ Yunfeng Lu ⋅ Xinxin Fan ⋅ Changhao Wang ⋅ Lanzhi Zhou ⋅ Yeyao Zhang ⋅ Yanfang Liu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Falsifying Sparse Autoencoder Reasoning Features in Language Models
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
Disentangling meaning from language in LLM-based machine translation
Théo Lasnier ⋅ Armel Randy Zebaze ⋅ Djamé Seddah ⋅ Rachel Bawden ⋅ Benoît Sagot
[ 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
Raghavv Goel ⋅ Mukul Gagrani ⋅ Mingu Lee ⋅ Christopher Lott
[ 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
Jaehee Kim ⋅ Pilsung Kang
[ 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
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
dLLM-Cache: Accelerating Diffusion Large Language Models with Adaptive Caching
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) @ Coex: HALL A None
DyLLM: Efficient Diffusion LLM inference via saliency-based token selection and partial attention
Younjoo Lee ⋅ Junghoo Lee ⋅ Seungkyun Dan ⋅ Jaiyoung Park ⋅ Jung Ho Ahn
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
ARC-Decode: Accelerated Decoding with Risk-Bounded Acceptance
Ying Li ⋅ Zhaode Wang ⋅ Zhiwen Chen ⋅ chengfei lv ⋅ Huan Wang
[ 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
Lin Chen ⋅ zhaoxiaoke ⋅ Kun Ding ⋅ Weiwei Feng ⋅ Changtao Miao ⋅ Zili Wang ⋅ Guo Wenxuan ⋅ Ying Wang ⋅ Kaiyuan Zheng ⋅ Bo Zhang ⋅ Zhe Li ⋅ Shiming Xiang
[ 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
Zejia You ⋅ Deng ⋅ Hanjie Chen
[ 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
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) @ Coex: HALL A None
The Structural Origin of Attention Sink: Variance Discrepancy, Super Neurons, and Dimension Disparity
Siquan Li ⋅ Kaiqi Jiang ⋅ Jiacheng Sun ⋅ Tianyang Hu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
LUGS: Latent-aware Guidance for Efficient Unmasking in Diffusion Large Language Models
Nuanqiao Shan ⋅ Kairong Han ⋅ Xinpeng Dong ⋅ Kun Kuang
[ 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
Guozhi Liu ⋅ Weiwei Lin ⋅ Tiansheng Huang ⋅ Ruichao Mo ⋅ Qi Mu ⋅ Xiumin Wang ⋅ Li Shen
[ 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
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
CoRe: Context-Robust Remasking for Diffusion Language Models
Kevin Zhai ⋅ Sabbir Mollah ⋅ Zhenyi Wang ⋅ Mubarak Shah
[ 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
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
InstEmb: Instruction-Following Embeddings through Glimpses of the Future
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) @ Coex: HALL A None
Efficient-DLM: From Autoregressive to Diffusion Language Models, and Beyond in Speed
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
Weight Decay Improves Language Model Plasticity
Tessa Han ⋅ Sebastian Bordt ⋅ Hanlin Zhang ⋅ Sham Kakade
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Large Language Models Explore by Latent Distilling
Yuanhao Zeng ⋅ Ao Lu ⋅ Lufei Li ⋅ Zheng Zhang ⋅ Yexin Li ⋅ Kan Ren
[ 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
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
Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models
Tianyu Fu ⋅ Yichen You ⋅ Zekai Chen ⋅ Guohao Dai ⋅ Huazhong Yang ⋅ Yu Wang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Towards Atoms of Large Language Models
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
Context-level Language Modeling by Learning Predictive Context Embeddings
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) @ Coex: HALL A None
Large Vision–Language Models Get Lost in Attention
Gongli Xi ⋅ Ye Tian ⋅ Mengyu Yang ⋅ Huahui Yi ⋅ Liang Lin ⋅ Xiaoshuai Hao ⋅ Kun Wang ⋅ Wendong Wang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
DFlash: Block Diffusion for Flash Speculative Decoding
Jian Chen ⋅ Yesheng Liang ⋅ Zhijian Liu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
HiCI: Hierarchical Construction–Integration for Long-Context Attention
Xiangyu Zeng ⋅ Qi Xu ⋅ Yunke Wang ⋅ Chang Xu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
When Diffusion Language Models Hesitate: Detecting and Correcting Visual Hallucinations via Confidence Fluctuation
Wenzheng Song ⋅ Pei Chen ⋅ Yichen Tan ⋅ Zejian Li ⋅ Lingyun Sun
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
A3: an Analytical Low-Rank Approximation Framework for Attention
Jeffrey T. H. Wong ⋅ Cheng Zhang ⋅ Xinye Cao ⋅ Pedro Gimenes ⋅ Christos-Savvas Bouganis ⋅ George Constantinides ⋅ Wayne Luk ⋅ Aaron Zhao
[ 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
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
Dustin: Draft-Augmented Sparse Verification for Efficient Long-Context Generation with Speculative Decoding
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
Any-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion
Lijiang Li ⋅ zuwei long ⋅ Yunhang Shen ⋅ Heting Gao ⋅ Haoyu Cao ⋅ Xing Sun ⋅ Caifeng Shan ⋅ Ran He ⋅ Chaoyou Fu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
FOCUS & RePAIR: Mitigating Text Degeneration via Token-Level Guidance For Pruned Large Language Models
Junyoung Lee ⋅ Sehyeon Park ⋅ Shinhyoung Jang ⋅ Seonha Ryu ⋅ Hojeong Kim ⋅ Hyunsei Lee ⋅ Il Suh ⋅ Yeseong Kim
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Disentangling Geometry, Performance, and Training in Language Models
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
Stop the Flip-Flop: Context-Preserving Verification for Fast Revocable Diffusion Decoding
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
EvoGM: Learning to Merge LLMs via Evolutionary Generative Optimization
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) @ Coex: HALL A None
PISA: Privacy-Preserving Split Adaptation with Model IP Protection
Haocheng Yang ⋅ Xiang Cheng ⋅ ZONGDA HAN ⋅ Pengjie Wang ⋅ Changkang Chi ⋅ Pengfei Zhang ⋅ Sen Su
[ 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
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) @ Coex: HALL A None
FedPissa: Towards Federated Personalized Adaptation of Foundation Models via LoRA Subspace Mapping
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
Dirichlet-Prior Shaping: Guiding Expert Specialization in Upcycled MoEs
Leyla Mirvakhabova ⋅ Babak Ehteshami Bejnordi ⋅ Gaurav Kumar ⋅ Hanxue Liang ⋅ Wanru Zhao ⋅ Paul Whatmough
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Can I Have Your Order? Monte-Carlo Tree Search for Slot Filling Ordering in Diffusion Language Models
Joshua Ong ⋅ Yu Zhao ⋅ Mihaela C. Stoian ⋅ Wenda Li ⋅ Shay Cohen ⋅ Eleonora Giunchiglia
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Federated Variational Preference Alignment with Gumbel-Softmax Prior for Personalized User Preferences
Jabin Koo ⋅ Hoyoung Kim ⋅ Minwoo Jang ⋅ Jungseul Ok
[ 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
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
Anchored Policy Optimization: Mitigating Exploration Collapse via Support-Constrained Rectification
Tianyi Wang ⋅ Long Li ⋅ Hongcan Guo ⋅ Yibiao Chen ⋅ Yixia Li ⋅ Yong Wang ⋅ Yun Chen ⋅ Guanhua CHEN
[ 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
Haolin Deng ⋅ Xin Zou ⋅ Zhiwei Jin ⋅ Chen Chen ⋅ Haonan Lu ⋅ Xuming Hu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Clipping Bottleneck: Stabilizing RLVR via Stochastic Recovery of Near-Boundary Signals
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 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Midtraining Bridges Pretraining and Posttraining Distributions
Emmy Liu ⋅ Graham Neubig ⋅ Chenyan Xiong
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
ViewMask-1-to-3: Multi-View Consistent Image Generation via Multimodal Diffusion Models
Ruishu Zhu ⋅ Zhihao Huang ⋅ Jiacheng Sun ⋅ Ping Luo ⋅ Hongyuan Zhang ⋅ Xuelong Li
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
DARTS: Distribution-Aware Active Rollout Trajectory Shaping for Accelerating LLM Reinforcement Learning
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
Towards Efficient LLMs Annealing with Principled Sample Selection
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
Grouter: Decoupling Routing from Representation for Accelerated MoE Training
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
LoRA-DA: Data-Aware Initialization for Low-Rank Adaptation via Asymptotic Analysis
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) @ Coex: HALL A None
SAME: Stabilized Mixture-of-Experts for Multimodal Continual Instruction Tuning
Zhen-Hao Xie Xie ⋅ Jun-Tao Tang ⋅ Yu-Cheng Shi ⋅ Han-Jia Ye ⋅ De-Chuan Zhan ⋅ Da-Wei Zhou
[ 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
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) @ Coex: HALL A None
Principled SVD-based Delta Compression via Quantization Error Minimization
Boya Xiong ⋅ Shuo Wang ⋅ Weifeng Ge ⋅ Guanhua CHEN ⋅ Yun Chen
[ 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
Alexander Shabalin ⋅ Viacheslav Meshchaninov ⋅ Dmitry Vetrov
[ 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
Hongyaoxing Gu ⋅ Xinzhe Chen ⋅ LIJUAN HU ⋅ Liu fangfang
[ 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
Ruijia Zhang ⋅ Jiacheng Zhu ⋅ Hanqing Zhu ⋅ Laixi Shi
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Learning in the Fisher Subspace: A Guided Initialization for LoRA Fine-Tuning
Zhi-Quan Feng ⋅ Ying-Jia Lin ⋅ Hung-Yu Kao
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Train Once, Reuse Everywhere: Generalizable Implicit ICL by Routing Attention
Jiaqian Li ⋅ Yanshu Li ⋅ Ligong Han ⋅ Ruixiang Tang ⋅ Wenya Wang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
WUSH: Near-Optimal Adaptive Transforms for LLM Quantization
Jiale Chen ⋅ Vage Egiazarian ⋅ Roberto Castro ⋅ Torsten Hoefler ⋅ Dan Alistarh
[ 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
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) @ Coex: HALL A None
LK Losses: Direct Acceptance Rate Optimization for Speculative Decoding
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
Training-Trajectory-Aware Token Selection
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) @ Coex: HALL A None
The Differences Between Direct Alignment Algorithms are a Blur
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
Facts in Stats: Impacts of Pretraining Diversity on Language Model Generalization
Tina Behnia ⋅ Puneesh Deora ⋅ Christos Thrampoulidis
[ 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
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
SciPredict: Can LLMs Predict the Outcomes of Scientific Experiments in Natural Sciences?
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
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
Beyond Accuracy: What Matters in Designing Well-Behaved Image Classification Models?
Robin Hesse ⋅ Dogukan Bagci ⋅ Bernt Schiele ⋅ Simone Schaub-Meyer ⋅ Stefan Roth
[ URL [ 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
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
Iterative Robust Satisficing: Minimizing Performance Degradation Under Distribution Shift
Enes Ağırman ⋅ Artun Saday ⋅ Cem Tekin
[ 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
Tianyi Xu ⋅ Cheng'an Wei ⋅ Yue Zhao ⋅ Kai Chen
[ Slides [ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Erased but Not Forgotten: How Backdoors Compromise Concept Erasure
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) @ Coex: HALL A None
Bias in Zeroth-Order Normal Estimation for Decision-Based Attacks
Feiyang Wang ⋅ Hangwei Qian ⋅ Xingquan Zuo ⋅ Gang Chen ⋅ Ivor Tsang
[ 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
Yu Zhu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Front-Loaded Robust Conformal Prediction: Heavy Calibration, Minimal Test-Time Cost
Soroush H. Zargarbashi ⋅ Mohammad Sadegh Akhondzadeh ⋅ Aleksandar Bojchevski
[ 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
Manveer Tamber ⋅ Hosna Oyarhoseini ⋅ Jimmy Lin
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Probabilistic Robustness Certificates against Adversarial Attacks
Sara Taheri ⋅ Majid Zamani
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
VIRUS: Injecting Persistent Cognitive Pathogens into Stateful Zero-Shot Object Navigation Agents
Xusheng Lin ⋅ Hao Zheng ⋅ Xiaojun Jia ⋅ Qiucen Li ⋅ Tianqi Shan ⋅ Jie Xu ⋅ Wenqi Ren
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
SORA: Free Second Order Attacks in Fast Adversarial Training
Mazdak Teymourian ⋅ Ramtin Moslemi ⋅ Farzan Rahmani ⋅ Mohammad H Rohban
[ Slides [ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
``Someone Hid It!'': Query-Agnostic Black-Box Attacks on LLM-Based Retrieval
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
FedHPro: Federated Hyper-Prototype Learning via Gradient Matching
Huan Wang ⋅ Jun Shen ⋅ Haoran Li ⋅ Zhenyu Yang ⋅ Jun Yan ⋅ Ousman Manjang ⋅ Yanlong Zhai ⋅ Di Wu ⋅ Guansong Pang
[ Slides [ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Two Modalities Are Better Than One: Efficient Adversarial Purification via Multimodal Diffusion Models
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
Toward Understanding Adversarial Distillation: Why Robust Teachers Fail
Hongsin Lee ⋅ Hye Won Chung
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
You Don't Protect if You Don't Expect: Breaking the Key Assumption behind CLIP's Test-Time Defenses
Ruize Zhang ⋅ Yu Li ⋅ Zhang Wan ⋅ Juan Cao ⋅ Jie Zhang ⋅ Sheng Tang
[ 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
Zheng Wang ⋅ Yi Zhang ⋅ Siddartha Khastgir ⋅ carsten maple ⋅ Xingyu Zhao
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Private and Stable Test-time Adaptation with Differential Privacy
Zefeng Li ⋅ Qiaoyue Tang ⋅ Mathias Lécuyer ⋅ Evan Shelhamer
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Adversarial Robustness of Implicit Neural Representation-Based Classifiers
Jayoung Kim ⋅ Kookjin Lee ⋅ Noseong Park ⋅ Sanghyun Hong
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Safety-Efficacy Trade Off: Robustness against Data-Poisoning
Diego Granziol ⋅ Ulugbek Abdimanabov
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Does a Hybrid Space-Aware Randomized Defense Improve Empirical and Certified Adversarial Robustness?
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) @ Coex: HALL A None
LLM Watermark Evasion via Bias Inversion
Jeongyeon Hwang ⋅ Sangdon Park ⋅ Jungseul Ok
[ 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
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) @ Coex: HALL A None
SkillTrojan: Backdoor Attacks on Skill-Based Agent Systems
Yunhao Feng ⋅ Yifan Ding ⋅ Yingshui Tan ⋅ Boren Zheng ⋅ Yanming Guo ⋅ Xiaolong Li ⋅ Kun Zhai ⋅ Yishan Li ⋅ Wenke Huang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Rethinking Evaluation Paradigms in IBP-based Certified Training
Konstantin Kaulen ⋅ Hadar Shavit ⋅ Holger Hoos
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Certified Robustness under Heterogeneous Perturbations via Hybrid Randomized Smoothing
Blaise Delattre ⋅ Hengyu WU ⋅ Paul Caillon ⋅ Wei Lim ⋅ YANG CAO
[ 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?
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
TCAP: Tri-Component Attention Profiling for Unsupervised Backdoor Detection in MLLM Fine-Tuning
Mingzu Liu ⋅ Hao Fang ⋅ Runmin Cong
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
CREDIT: Certified Ownership Verification of Deep Neural Networks Against Model Extraction Attacks
Bolin Shen ⋅ Zhan Cheng ⋅ Neil Gong ⋅ Fan Yao ⋅ Yushun Dong
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Diversity-aware Weight Perturbation Promotes Robust Adaptation
Zibo Chen ⋅ Ruxin Li ⋅ Zilu Wang
[ 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
Bethan Evans ⋅ Jared Tanner
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Higher-Order Certified Robustness for Regression
Jie Zhang ⋅ Natalie Frank
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Class-Conditional Distribution Balancing for Group Robust Classification
Miaoyun Zhao ⋅ Qiang Zhang
[ Poster [ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Neural Honeytrace: Plug&Play Watermarking Framework against Model Extraction Attacks
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) @ Coex: HALL A None
A Constrained Optimization Perspective of Unrolled Transformers
Javier Porras-Valenzuela ⋅ Samar Hadou ⋅ Alejandro Ribeiro
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
CARE: Class-Adaptive Expert Consensus for Reliable Learning with Long-Tailed Noisy Labels
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
Learning Locally, Revising Globally: Global Reviser for Federated Learning with Noisy Labels
Yuxin Tian ⋅ Mouxing Yang ⋅ Yuhao Zhou ⋅ Jian Wang ⋅ Qing Ye ⋅ Tongliang Liu ⋅ Gang Niu ⋅ Jiancheng Lv
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
A Coin Flip for Safety: LLM Judges Fail to Reliably Measure Adversarial Robustness
Leo Schwinn ⋅ Moritz Ladenburger ⋅ Tim Beyer ⋅ Mehrnaz Mofakhami ⋅ Gauthier Gidel ⋅ Stephan Günnemann
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
LoRe: Adaptive Interaction-Evaluation Routing with Per-step Interaction Budgets for Iterative Graph Solvers
Jintao Li ⋅ Yong-Yi Wang ⋅ Zheng-An Wang ⋅ Heng Fan
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Cross-task Calibration for Asynchronous Federated Continual Learning
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) @ Coex: HALL A None
Obliviate: Efficient Unlearning in Recommender Systems
Tushar Prakash ⋅ Brijraj Singh ⋅ Niranjan Pedanekar ⋅ Narayan Chaturvedi
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
FedPDG: Prediction Discrepancy–Guided Data Generation for Heterogeneous Federated Learning
Yuqi Wang ⋅ Jianwei Niu ⋅ Xinghao Wu ⋅ Xuefeng Liu ⋅ Xin Hao
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Approximate Nearest Neighbor Search for Modern AI: A Projection-Augmented Graph Approach
Kejing Lu ⋅ Zhenpeng Pan ⋅ Jianbin Qin ⋅ Yoshiharu Ishikawa ⋅ Chuan Xiao
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
RC-FCL: Combating Asynchronous Concept Drift in Federated Continual Learning via Retrospective Calibration
HANG SU ⋅ Yijun Mo ⋅ Zhiyu Zhang ⋅ Yankai Jiang ⋅ Bo Liu ⋅ Yichen Li ⋅ Imran Razzak
[ 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
DaeHun Nyang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
The Signal is in the Steps: Local Scoring for Reasoning Data Selection
Hoang Anh Just ⋅ Myeongseob Ko ⋅ Ruoxi Jia
[ 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
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) @ Coex: HALL A None
Class-Grouped-Normalized-Momentum and Faster Hyperparameter Exploration to Tackle Class Imbalance in Federated Learning
Haemin Park ⋅ Diego Klabjan ⋅ Martin Braun ⋅ Xiuqi Li ⋅ Balakrishnan Ananthanarayanan
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Estimating the Empowerment of Language Model Agents
Jinyeop Song ⋅ Jeff Gore ⋅ Max Kleiman-Weiner
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
CORAL: Uncertainty-Aware Regulation of Exposure Concentration in Recommender Systems
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
Causal-aware Anomaly Detection for Tabular Data
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
Lightweight Federated Incremental Learning via Decoupled Replay
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) @ Coex: HALL A None
Evaluating Parameter Efficient Methods for RLVR
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) @ Coex: HALL A None
Diversity-Aware Recursive Feature Multiple Kernel Learning
nan cao ⋅ Xu Zhao ⋅ Teng Zhang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Necessary Conditions for Compositional Generalization of Embedding Models
Arnas Uselis ⋅ Andrea Dittadi ⋅ Seong Joon Oh
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
The Efficiency Gap in Byte Modeling
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) @ Coex: HALL A None
LEMUR: Learned Multi-Vector Retrieval
Elias Jääsaari ⋅ Ville Hyvönen ⋅ Teemu Roos
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
LEGO-FL: Learning Heterogeneous Federated Models as a LEGO Assembly Games
Zeqi Leng ⋅ Chunxu Zhang ⋅ Guodong Long ⋅ Bo Yang
[ 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
Chunxu Zhang ⋅ Weipeng Zhang ⋅ Guodong Long ⋅ Zhiheng Xue ⋅ Bo Yang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
How can embedding models bind concepts?
Arnas Uselis ⋅ Darina Koishigarina ⋅ Seong Joon Oh
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Retriever Portfolios: A Principled Approach to Adaptive RAG
Miltiadis Stouras ⋅ Vincent Cohen-Addad ⋅ Silvio Lattanzi ⋅ Ola Svensson
[ 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
Tal Wagner
[ 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
Haizhou Du ⋅ Lixin Huang ⋅ Zonghan Wu ⋅ Huan Huo
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
AReaL-DTA: Dynamic Tree Attention for Efficient Reinforcement Learning of Large Language Models
Jiarui Zhang ⋅ Yuchen Yang ⋅ Ran Yan ⋅ Zhiyu Mei ⋅ Liyuan Zhang ⋅ LiDaifeng ⋅ Wei Fu ⋅ Jiaxuan Gao ⋅ Shusheng Xu ⋅ Yi Wu ⋅ Binhang Yuan
[ 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
Youqi WU ⋅ Mohammad Jalali ⋅ Farzan Farnia
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Controlled Collaboration Geometry for Personalized Federated Learning
Hongbo Yin ⋅ Wu Jichun ⋅ Zhou Yang ⋅ Chi Jiang ⋅ Yin Zhang ⋅ Yan Zhang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
SynGR: Unleashing the Potential of Cross-Modal Synergy for Generative Recommendation
Wei Chen ⋅ Xingyu Guo ⋅ Shuang Li ⋅ Fuwei Zhang ⋅ Meng Yuan ⋅ Jing Fan ⋅ Zhao Zhang ⋅ deqing wang ⋅ Fuzhen Zhuang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Compositional Perception and Generalizing Induction: Latent Compositional Manifold Assumption on Generalized Category Discovery
Luyao Tang ⋅ Jiewei Zheng ⋅ Kunze Huang ⋅ Chaoqi Chen ⋅ Yue Huang ⋅ Cheng Chen
[ 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
Rashid Mushkani
[ 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
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) @ Coex: HALL A None
Towards a Science of AI Agent Reliability
Stephan Rabanser ⋅ Sayash Kapoor ⋅ Peter Kirgis ⋅ Kangheng Liu ⋅ Saiteja Utpala ⋅ Arvind Narayanan
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Do Text Edits Generalize to Visual Generation? Benchmarking Cross-Modal Knowledge Editing in UMMs
Xin Gao ⋅ Cheng Yang ⋅ Chufan Shi ⋅ Taylor Berg-Kirkpatrick
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
CLAM-Bench: Benchmarking LLM Agents for Library-Scale Cross-Architecture Migration
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) @ Coex: HALL A None
Position: State-of-the-Art Claims Require State-of-the-Art Evidence
YongKyung Oh
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: Mechanisms for Aggregated Individual Reporting Should be Established for Post-Deployment Evaluation
Jessica Dai ⋅ Inioluwa Raji ⋅ Benjamin Recht ⋅ Irene Y. Chen
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: Improved Documentation is Necessary for Benchmarking AI Systems in Geometry
Anna Genevaux ⋅ Simon Frieder
[ 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
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
iWorld-Bench: A Benchmark for Interactive World Models with a Unified Action Generation Framework
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: Agent Evaluation Should Be Agentified for Openness, Standardization, and Reproducibility
Xiaoyuan Liu ⋅ Tianneng Shi ⋅ Wenbo Guo ⋅ Dawn Song
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: The Open Benchmark Paradox Must Be Resolved through Sovereign Medical Evaluation
KEONWOO KIM ⋅ Hyeseon Ko ⋅ Hyejeong Jo ⋅ Sewon Kim ⋅ Yera Choi ⋅ JaeDeok Lee ⋅ Heeyoung Kwak ⋅ Yunwook Sung ⋅ Haanju Yoo
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: AI Evaluations Should be Grounded on a Theory of Capability
Nathan Jo ⋅ Ashia Wilson
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: AI Evaluation Should Work With Humans
Jan Kulveit ⋅ Gavin Leech ⋅ Tomáš Gavenčiak ⋅ Raymond Douglas
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: Adopting AI in Practice Does Not Guarantee the Productivity Boost
Won Ik Cho ⋅ Seong-hun Kim ⋅ Geunhye Kim
[ 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
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
Position: There are futures that benchmark-driven AI cannot see
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) @ Coex: HALL A None
Attention Sinks in Diffusion Transformers: A Causal Analysis
FANGZHENG WU ⋅ Brian Summa
[ 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
Ruicheng Zhang ⋅ Xinyi Li ⋅ Tianyi Xu ⋅ Shuhao Zhang ⋅ Xiaofei Liao ⋅ Hai Jin
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: Stop evaluating AI with human tests, develop principled, AI-specific tests instead
Tom Sühr ⋅ Florian Dorner ⋅ Olawale Salaudeen ⋅ Augustin Kelava ⋅ Samira Samadi
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: Code Benchmarks Should Prioritize Rigor, Reliability, and Reproducibility
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
A Benchmark and Framework for Evaluating Next Action Predictions in Spreadsheets
Tejas Agrawal ⋅ Vu Le ⋅ Sumit Gulwani ⋅ Gust Verbruggen
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
DevEvol: Benchmarking LLM Agents on Continuous Software Evolution
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
Leaderboard Incentives: Model Rankings under Strategic Post-Training
Yatong Chen ⋅ Guanhua Zhang ⋅ Moritz Hardt
[ 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
Jinyu Liu ⋅ Xincheng Shuai ⋅ Henghui Ding ⋅ Yu-Gang Jiang
[ 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
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
DEER: A Benchmark for Evaluating Deep Research Agents on Expert Report Generation
Janghoon Han ⋅ Heegyu Kim ⋅ Changho Lee ⋅ Dahm Lee ⋅ Min Hyung Park ⋅ Hosung Song ⋅ Stanley Jungkyu Choi ⋅ Moontae Lee ⋅ Honglak Lee
[ 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
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
TadABench-1M: A Large-Scale Wet-Lab Protein Benchmark For Rigorous OOD Evaluation
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
DSGym: A Standardized and Holistic Framework for Advancing Data Science Agents
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) @ Coex: HALL A None
ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
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) @ Coex: HALL A None
Noise Tectonics: Measuring the Stability of AI Benchmark Ecosystems
Michael Hardy ⋅ Sang Truong ⋅ Anka Reuel ⋅ Lijin Zhang ⋅ Jodi Casabianca ⋅ Yash Dave ⋅ Hansol Lee ⋅ Ben Domingue ⋅ Sanmi Koyejo
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Server-Proximal Aggregation for Federated Domain-Incremental Learning under Partial Participation: Task-Uniform Convergence and Backward Transfer
Longtao Xu ⋅ Jian Li
[ Poster [ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Dynamic Optimizations of LLM Ensembles with Two-Stage Reinforcement Learning Agents
Selim Furkan Tekin ⋅ Gaowen Liu ⋅ Ramana Kompella ⋅ Ling Liu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Segment Anything with Robust Uncertainty-Accuracy Correlation
Hongyou Zhou ⋅ Zihan Ye ⋅ Ling Shao ⋅ Marc Toussaint
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Wasserstein Geometry-Aware Adaptive Control via Meta-Learning
Xingyu Yang ⋅ Hanzhang Qu ⋅ Ye Cao ⋅ Jianfu Cao
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
MoCL: Metabolic Optimization for Curvature-Aware Continual Learning
Jiajun Lai ⋅ Qi Liu ⋅ Shijie Li ⋅ Huaiguang Jiang
[ 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
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
Parameters as Experts: Adapting Vision Models with Dynamic Parameter Routing for Dense Predictions
Meng Lou ⋅ Stanley Yu ⋅ Yizhou Yu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Scaling Continual Learning with Bi-Level Routing Mixture-of-Experts
Meng Lou ⋅ Yunxiang Fu ⋅ Yizhou Yu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Less Is More in Federated Continual Learning: RieSelect for Conflict-Aware Layer Selection in LLMs
Wenqi Qiu ⋅ Yipeng Zhou ⋅ Lin Zhu ⋅ Laizhong Cui
[ 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
Jun Chen ⋅ Qin Zhang ⋅ Weizhi Zhang ⋅ Xiao Luo ⋅ Philip Yu ⋅ Ziyue Qiao
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Mixing Expertise with Confidence: A Mixture of Expert Framework for Robust Multi-Modal Continual Learner
Md Abdullah Al Forhad ⋅ Yuansheng Zhu Zhu. ⋅ Abhinab Acharya ⋅ Xumin Liu ⋅ Qi Yu ⋅ Weishi Shi
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
AREA: Attribute Extraction and Aggregation for CLIP-Based Class-Incremental Learning
Zhen-Hao Xie Xie ⋅ Yu-Cheng Shi ⋅ Da-Wei Zhou
[ 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
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) @ Coex: HALL A None
Continual Learning through Control Minimization
Sander de Haan ⋅ Yassine Taoudi-Benchekroun ⋅ Pau Vilimelis Aceituno ⋅ Benjamin F. Grewe
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Federated Learning with Unlabeled Clients: Personalization Can Happen in Low Dimensions
Hossein Zakerinia ⋅ Jonathan Scott ⋅ Christoph Lampert
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
DomED: Redesigning Ensemble Distillation for Domain Generalization
Ziang Song ⋅ Zhou Zhidan ⋅ Zijun Zhang
[ 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
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
Learning Flexible Generalization in Video Quality Assessment by Bringing Device and Viewing Condition Distributions
Nickolay Safonov ⋅ Dmitriy Vatolin
[ 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?
Ali Vahedifar ⋅ Abhisek Ray ⋅ Qi Zhang
[ 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
Luca Zhou ⋅ Bo Zhao ⋅ Rose Yu ⋅ Emanuele Rodolà
[ 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
Zilin Du ⋅ Junqi Zhao ⋅ Albert Boyang Li
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Learning-To-Measure: In-Context Active Feature Acquisition
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
Efficient Bilevel Optimization for CKA-Guided MoE Upcycling
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
Towards Fully Parameter-Free Stochastic Optimization: Grid Search with Self-Bounding Analysis
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
A Penalty Approach For Differentiation Through Black-box Quadratic Programming Solvers
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
Abhishek Chakraborty ⋅ Angelia Nedich
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Dynamic Symmetric Point Tracking: Tackling Non-ideal Reference in Analog In-memory Training
Quan Xiao ⋅ jindan li ⋅ Zhaoxian Wu ⋅ Tayfun Gokmen ⋅ Tianyi Chen
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Mirror Mean-Field Langevin Dynamics
Anming Gu ⋅ Juno Kim
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Accelerated and Stable Convergence with Anchored Generalized Optimistic Method
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
Improved Convergence Analysis of Topology Dependence in Decentralized SGD
Yuki Takezawa ⋅ Anastasiia Koloskova ⋅ Sebastian Stich
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Non-Euclidean Gradient Descent Operates at the Edge of Stability
Rustem Islamov ⋅ Michael Crawshaw ⋅ Jeremy Cohen ⋅ Robert Gower
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
On the Provable Suboptimality of Momentum SGD in Nonstationary Stochastic Optimization
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
David Yang ⋅ Yuan Gao ⋅ Tianyi Lin ⋅ Christian Kroer
[ 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
Yutong Chao ⋅ Michal Ciebielski ⋅ Jalal Etesami ⋅ Majid Khadiv
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Adaptive Sharpness-Aware Minimization with a Polyak-type Step size: A Theory-Grounded Scheduler
Dimitris Oikonomou ⋅ Nicolas Loizou
[ 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
QUOC TUNG LE ⋅ Anh Nguyen ⋅ Viet Anh Nguyen
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Operator Splitting with Hamilton-Jacobi-based Proximals
Nicholas Di ⋅ Eric Chi ⋅ Samy Wu Fung
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Gromov-Wasserstein at Scale, Beyond Squared Norms
Guillaume Houry ⋅ Jean Feydy ⋅ François-Xavier Vialard
[ Poster [ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
L-SR1: Learned Symmetric-Rank-One Preconditioning
Gal Lifshitz ⋅ Shahar Zuler ⋅ Ori Fouks ⋅ Dan Raviv
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Convergence Rate of the Last Iterate of Stochastic Proximal Algorithms
Kevin Kurian Thomas Vaidyan ⋅ Michael Friedlander ⋅ Ahmet Alacaoglu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Safeguarded Stochastic Polyak Step Sizes for Non-smooth Optimization: Robust Performance Without Small (Sub)Gradients
Dimitris Oikonomou ⋅ Nicolas Loizou
[ 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
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
Riemannian Dueling Optimization
Yuxuan Ren ⋅ Abhishek Roy ⋅ Shiqian Ma
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Understanding SAM through Minimax Perspective
Ying Chen ⋅ Aoxi Li ⋅ Javad Lavaei
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Singularity-aware Optimization via Randomized Geometric Probing: Towards Stable Non-smooth Optimization
Ruoran Xu ⋅ Borong She ⋅ Xiaobo Jin ⋅ Qiufeng Wang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
LoBCD-GW: A Fast and Data-Dependent Algorithm for Computing Gromov-Wasserstein Distance via Localized Block Coordinate Descent
Jingni Song ⋅ Jiawei Huang ⋅ Kangke Cheng ⋅ Bangxian Han ⋅ Hu Ding
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
ITSPACE: Monotone Gaussian Optimal Transport Updates
Woojoo Na ⋅ Jennifer Dy
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
AD-BTS: Adaptive Dual-Branch Token Sparsification via Spatial Information Density
Xinpei Gao ⋅ Xin Luo ⋅ Ming Liu ⋅ Chunjiang Wang ⋅ S Kevin Zhou
[ Slides [ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
A Geometry-Aware Efficient Algorithm for Compositional Entropic Risk Minimization
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
Near-optimal and Efficient First-Order Algorithm for Multi-Task Learning with Shared Linear Representation
Shihong Ding ⋅ Fangyu Du ⋅ Cong Fang
[ Poster [ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Gradient Smoothing: Coupling Layer-wise Updates for Improved Optimization
Haoming Meng ⋅ Anton Sugolov ⋅ Vardan Papyan
[ 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
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
Optimization with Access to Auxiliary Information
El Mahdi Chayti ⋅ Sai Praneeth Reddy Karimireddy
[ URL [ 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
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) @ Coex: HALL A None
Lions and Muons: Optimization via Stochastic Frank-Wolfe
Maria-Eleni Sfyraki ⋅ Jun-Kun Wang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Gradient Flow Sampler-based Distributionally Robust Optimization
Zusen Xu ⋅ Jia-Jie Zhu
[ 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
Yijie Zhou ⋅ Mingliang Zhang ⋅ Jiaqi Zhang ⋅ Xunliang Cai ⋅ Shi Pu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
A Fully First-Order Layer for Differentiable Optimization
Zihao Zhao ⋅ Kai-Chia Mo ⋅ Shing-Hei Ho ⋅ Brandon Amos ⋅ Kai Wang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
General Analysis of LMO-based Optimizers: Beyond Bounded Variance
Egor Shulgin ⋅ Mohamed Awad ⋅ Peter Richtarik ⋅ Eduard Gorbunov
[ 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
Shixin Liu ⋅ Ming Gao ⋅ Jian Hu
[ Slides [ Poster [ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Robust Contextual Optimization with Missing Covariates
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
Boyang Zhang ⋅ Zhiguo Wang ⋅ Ya-Feng Liu
[ Slides [ Poster [ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Strategy-Aware Optimization Modeling with Reasoning LLMs
Ruiqing Zhao ⋅ Fengzhi Li ⋅ Yuan Zuo ⋅ Rui Liu ⋅ YanSong Liu ⋅ Yunfei Ma ⋅ Fanyu Meng ⋅ JUNLAN FENG
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
OVLR: Efficient, Scalable, and Robust Training via Output-Level Variance-Reduced Likelihood Ratio
Minhao Zou ⋅ Tao Ren ⋅ Jinyang Jiang ⋅ Rui Tao ⋅ Zehao Li ⋅ Jiale Fu ⋅ Hui Shao ⋅ Xianhua Liu ⋅ Yijie Peng
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
An Exploration of Non-Euclidean Gradient Descent: Muon and its Many Variants
Michael Crawshaw ⋅ Chirag Modi ⋅ Mingrui Liu ⋅ Robert Gower
[ 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
Adrián Javaloy ⋅ Antonio Vergari
[ 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
Jinjie Fang ⋅ Chengxun Jin ⋅ Tianxing Man ⋅ Yi Chang ⋅ Bin Gu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Safe In-Context Reinforcement Learning
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) @ Coex: HALL A None
The Two-Hump Problem: Bridging the Difficulty Gap in Mathematical Reinforcement Learning
Lucas Fagan ⋅ Michele Tarquini ⋅ Ali Shehper ⋅ Maksymilian Manko ⋅ Angus Gruen ⋅ Coco Huang ⋅ Giorgi Butbaia ⋅ Davide Passaro ⋅ Sergei Gukov
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Boosting CVaR Policy Optimization with Quantile Gradients
Yudong Luo ⋅ Erick Delage
[ 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
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
Stabilizing the Q-Gradient Field for Policy Smoothness in Actor-Critic Methods
Jeong Woon Lee ⋅ Kyoleen Kwak ⋅ Daeho Kim ⋅ Hyoseok Hwang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Refined Analysis of Entropy-Regularized Actor-Critic
Safwan Labbi ⋅ Paul Mangold ⋅ Daniil Tiapkin ⋅ Eric Moulines
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Fast Non-Episodic Finite-Horizon RL with K-Step Lookahead Thresholding
Jiamin Xu ⋅ Kyra Gan
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Trust Region Inverse Reinforcement Learning
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
Distributional Inverse Reinforcement Learning
Feiyang Wu ⋅ Ye Zhao ⋅ Anqi Wu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
HyPOLE: Hyperproperty-Guided Multi-Agent Reinforcement Learning under Partial Observation
Arshia Rafieioskouei ⋅ Tzu-Han Hsu ⋅ Matthew Lucas ⋅ Borzoo Bonakdarpour
[ 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
Yiting He ⋅ Zhishuai Liu ⋅ Pan Xu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Learning to Search and Searching to Learn for Generalization in Planning
Michael Aichmüller ⋅ Yannik Hesse ⋅ Hector Geffner
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Time-Consistent Robust Multi-Objective Reinforcement Learning via a Bellman–Isaacs Weight-Adversary Recursion
Mingxi Hu ⋅ Meiling Yu
[ 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
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
Second-Order Smooth Planning with Optimal-Transport Bellman Smoothing
Tuan Dam
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Constrained Multi-Objective Reinforcement Learning with Max-Min Criterion
Giseung Park ⋅ Hyunyoung Nam ⋅ woohyeon Byeon ⋅ Amir Leshem ⋅ Youngchul Sung
[ 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?
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
Non-Uniform Noise-to-Signal Ratio in the REINFORCE Policy-Gradient Estimator
Haoyu Han ⋅ Heng Yang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Online Robust Reinforcement Learning with General Function Approximation
Debamita Ghosh ⋅ George Atia ⋅ Yue Wang
[ 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
Yue Yang ⋅ Chenghao Huang ⋅ Hao Wang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
HodgeFlow Policy Search by Topologically Dissecting Temporal-Difference Signals in Non-Markovian Environments
Zuyuan Zhang ⋅ Sizhe Tang ⋅ Tian Lan
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
When Can You Poison Rewards? A Tight Characterization of Reward Poisoning in Linear MDPs
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) @ Coex: HALL A None
Reinforcement Learning for Non-Verifiable Problems
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
Bridging Scaling Laws to On-Policy Reinforcement Learning via Adaptive Batch Scaling
Jongchan Park
[ Slides [ Poster [ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Reinforcement Learning via Self-Distillation
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) @ Coex: HALL A None
Intentional Updates for Streaming Reinforcement Learning
Arsalan Sharifnassab ⋅ Mohamed Elsayed ⋅ Kris De Asis ⋅ Rupam Mahmood ⋅ Rich Sutton
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
QUATRO: Query-Adaptive Trust Region Policy Optimization for LLM Fine-tuning
Doyeon Lee ⋅ Eunyi Lyou ⋅ Hyunsoo Cho ⋅ Soo Kyung Kim ⋅ Joonseok Lee ⋅ Jaemoo Choi
[ 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
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) @ Coex: HALL A None
On Computation and Reinforcement Learning
Raj Ghugare ⋅ Michał Bortkiewicz ⋅ Alicja Ziarko ⋅ Benjamin Eysenbach
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Revisiting Distribution Correction Estimation for Offline Imitation Learning with Suboptimal Dataset
Quang Anh PHAM ⋅ Tien Mai ⋅ Akshat Kumar
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Task-Aware Exploration via a Predictive Bisimulation Metric
Dayang Liang ⋅ Ruihan LIU ⋅ Lipeng Wan ⋅ Yunlong Liu ⋅ Bo An
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Posterior Behavioral Cloning: Pretraining BC Policies for Efficient RL Finetuning
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
Emergence of Exploration in Policy Gradient Reinforcement Learning via Retrying
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) @ Coex: HALL A None
Learning Interpretable Options by Identifying Reward Diffusion Bottlenecks in Reinforcement Learning
Yiming Fei ⋅ Lang Qin ⋅ Rui Yan ⋅ Huajin Tang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
GIPO: Gaussian Importance Sampling Policy Optimization
Chengxuan Lu ⋅ Zhenquan Zhang ⋅ Shukuan Wang ⋅ Qunzhi Lin ⋅ Baigui Sun ⋅ Yang Liu
[ 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
Daniel Ebi ⋅ Gaspard Lambrechts ⋅ Damien Ernst ⋅ Klemens Böhm
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Expected Return Causes Outcome-Level Mode Collapse in Reinforcement Learning and How to Fix It with Inverse Probability Scaling
Abhijeet Sinha ⋅ Sundari Elango ⋅ Dianbo Liu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Approximation of Log-Partition Function in Policy Mirror Descent Induces Implicit Regularization for LLM Post-Training
Zhenghao Xu ⋅ Qin Lu ⋅ Changlong Yu ⋅ Tuo Zhao
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Impact of Connectivity on Laplacian Representations in Reinforcement Learning
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
The Role of Target Update Frequencies in Q-Learning
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
Sample Efficient Full-Finetuning of Generative Control Policies
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) @ Coex: HALL A None
Recursive Monte-Carlo Tree Search
Benjamin Howard ⋅ Keith Frankston
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Learning Generalizable Skill Policy with Data-Efficient Unsupervised RL
Jongchan Park ⋅ Seungjun Oh ⋅ Seungho Baek ⋅ Yusung Kim
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Not All Rollouts are Useful: Down-Sampling Rollouts in LLM Reinforcement Learning
Yixuan Xu ⋅ Yash Savani ⋅ Fei Fang ⋅ Zico Kolter
[ URL [ 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
Julien Brosseit ⋅ Jasper Hoffmann ⋅ Joschka Boedecker
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
InfraRL: A Benchmark for Constrained Resource Allocation in Large-Scale Infrastructure Asset Management
Yantian Wang ⋅ Wenhao Li ⋅ Bo Jin
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
AdamO: A Collapse-Suppressed Optimizer for Offline RL
Nan Qiao ⋅ Sheng Yue ⋅ Shuning Wang ⋅ Ju Ren
[ 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
Nathan S. de Lara ⋅ Florian Shkurti
[ 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
Kai Fukazawa ⋅ Kunal Mundada ⋅ Iman Soltani
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Improving LLM-Based Recommenders with Conservative Generative Flow Networks
Xuan Yu ⋅ Feng Niu ⋅ Rui Zhu ⋅ Yudong Zhang ⋅ Xu Wang ⋅ Yang Wang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Bottleneck-Guided Spectral Subgoals For Offline Goal-Conditioned RL
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
Noisy-Space Policy Gradient for Diffusion Policies in Offline Reinforcement Learning
Mahmoud Selim ⋅ Cristina Cipriani ⋅ Karl Johansson
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Q-SAM: Unlocking Sharpness-Aware Minimization for Generalization in Offline Reinforcement Learning
Da Wang ⋅ Yi Ma ⋅ Ting Guo ⋅ Lin Li ⋅ Wei Wei ⋅ Jiye Liang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
$\text{DT}^\text{2}$: Decision-Targeted Digital Twins
Harry Amad ⋅ Mihaela van der Schaar
[ 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
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
Off-Policy Learning in Large Action Spaces: Optimization Matters More Than Estimation
Imad AOUALI ⋅ Otmane Sakhi
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Preserving Expert-Level Privacy in Offline Reinforcement Learning
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) @ Coex: HALL A None
Policy-Driven World Model Adaptation for Robust Offline Model-based Reinforcement Learning
Jiayu Chen ⋅ Le Xu ⋅ Aravind Venugopal ⋅ Jeff Schneider
[ 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
Zhiqi Zhuang ⋅ di wu ⋅ Benoit Boulet
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Improving Diffusion Planners by Self-Supervised Action Gating with Energies
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
Continuity-Regularized Flow Matching for Offline Reinforcement Learning
Xiaocong Chen ⋅ Siyu Wang ⋅ Lina Yao
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
SPAR: Support-Preserving Action Rectification
Jiaxin Zhao ⋅ Weihang Pan ⋅ xun liang ⋅ Binbin Lin
[ 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
Hongqiang Lin ⋅ Pengfei Wang ⋅ Nenggan Zheng
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
When does predictive inverse dynamics outperform behavior cloning?
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
Reward Shaping Control Variates for Off-Policy Evaluation Under Sparse Rewards
Ritam Majumdar ⋅ Finale Doshi-Velez ⋅ Sonali Parbhoo
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Frictional Q-Learning
Hyunwoo Kim ⋅ Hyo Kyung Lee
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Fast Mixing Steady-State Control in Markov Decision Processes
Federico Corso ⋅ Marco Mussi ⋅ Alberto Maria Metelli
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Towards Efficient and Expressive Offline RL via Flow-Anchored Noise-conditioned Q-Learning
Sungyoung Lee ⋅ Dohyeong Kim ⋅ Eshan Balachandar ⋅ Zelal Mustafaoglu ⋅ Keshav Pingali
[ 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
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
FairRARI: A Plug and Play Framework for Fairness-Aware PageRank
Emmanouil Kariotakis ⋅ Aritra Konar
[ 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
Etam Benger ⋅ Katrina Ligett
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Self-correcting for Debiasing Large Language Models
Xuan Feng ⋅ Shuai Zhao ⋅ Luwei Xiao ⋅ Tianlong Gu ⋅ Bo An
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Demystifying the Optimal Fair Classifier in Multi-Class Classification
Li Zhang ⋅ Yuyuan Li ⋅ XiaoHua Feng ⋅ Jiaming Zhang ⋅ Fengyuan Yu ⋅ Chaochao Chen
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Locate then Correct: Debiasing Attention Heads in CLIP
Wei Yeo ⋅ Rui Mao ⋅ Moloud Abdar ⋅ Ranjan Satapathy ⋅ Erik Cambria
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Fairness in Aggregation: Optimal Top-$k$ and Improved Full Ranking
Alvin Hong Yao Yan ⋅ Diptarka Chakraborty ⋅ Arya Mazumdar ⋅ Barna Saha
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Fair Dataset Distillation via Cross-Group Barycenter Alignment
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
Graph-Preference Learning: Debiasing Network-Sampled Human Feedback for Target Welfare Estimation
Guangrui Fan ⋅ DanDan Liu ⋅ AZNUL SABRI ⋅ Pan Lihu
[ 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
Alexandre Verine ⋅ Rafael Pinot ⋅ Florian Le Bronnec
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Adaptive Generation of Bias-Eliciting Questions for LLMs
Robin Staab ⋅ Jasper Dekoninck ⋅ Maximilian Baader ⋅ Martin Vechev
[ 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
David Troxell ⋅ Noah Roemer ⋅ Guido Montufar
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Maximin Relative Improvement: Fair Learning as a Bargaining Problem
Jiwoo Han ⋅ Moulinath Banerjee ⋅ Yuekai Sun
[ 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
Maaya Sakata ⋅ Kazuto Fukuchi
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Extending Fair Null-Space Projections for Continuous Attributes to Kernel Methods
Felix Störck ⋅ Fabian Hinder ⋅ CITEC Barbara Hammer
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
MAFE: Enabling Equitable Algorithm Design in Multi-Agent Multi-Stage Decision-Making Systems
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) @ Coex: HALL A None
COPF: An Online Framework for Deployment-Stable Counterfactual Fairness in Evolving Graphs
Sheng'en Li ⋅ Dongmian Zou
[ 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
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
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
Position: Beyond Sensitive Attributes, ML Fairness Should Quantify Structural Injustice via Social Determinants
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
Position: Fairness Failure in Generative Models is an Evaluation Problem
Mariia Vladimirova ⋅ Jean-Yves Franceschi ⋅ Thibaut Issenhuth
[ 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
Lingfeng Zhang ⋅ Jingran Yang ⋅ Zhaohui Wang ⋅ Min Zhang ⋅ Qing Zhang
[ Poster [ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
FairGB: A Fair Granular-Ball Generation Method for Data Classification
Qifen Yang ⋅ Yuhui Deng ⋅ Jiande Huang ⋅ Peng Zhou ⋅ Xiwen Lu ⋅ Lin Cui
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Beyond Procedure: Substantive Fairness in Conformal Prediction
Pengqi Liu ⋅ Zijun Yu ⋅ Mouloud Belbahri ⋅ Arthur Charpentier ⋅ Masoud Asgharian ⋅ Jesse Cresswell
[ 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
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
FairSSL: Fair Multimodal Self-Supervised Learning
Jiaee Cheong ⋅ Abtin Mogharabin ⋅ Paul Pu Liang ⋅ Hatice Gunes ⋅ Sinan Kalkan
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Optimal Transport under Group Fairness Constraints
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
HoloFair: Unified T2I Fairness Evaluation and Fair-GRPO Debiasing
Ruyi Chen ⋅ Xiaogang Xu ⋅ Chiyu Zhang ⋅ Jiafei Wu ⋅ Liming Fang ⋅ Lu Zhou
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Density-Aware Translation of Spurious Correlations in Zero-Shot VLMs
Afsaneh Hasanebrahimi ⋅ Hanxun Huang ⋅ Christopher Leckie ⋅ Sarah Erfani
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Long-term Fairness with Selective Labels
Giovani Valdrighi ⋅ Isabel Valera ⋅ Marcos M. Raimundo
[ 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
Sander De Coninck ⋅ Sam Leroux ⋅ Pieter Simoens
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Shuffling-Aware Optimization for Private Vector Mean Estimation
Shun Takagi ⋅ Seng Pei Liew
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Random Erasing vs. Model Inversion: A Promising Defense or a False Hope?
Viet-Hung Tran ⋅ Ngoc Nguyen ⋅ Thai Son Mai ⋅ Hans Vandierendonck ⋅ Ira Assent ⋅ Alex Kot ⋅ Ngai-Man Cheung
[ URL [ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Heterogeneity-Aware Knowledge Sharing for Graph Federated Learning
Wentao Yu ⋅ Sheng Wan ⋅ Shuo Chen ⋅ Bo Han ⋅ Chen Gong
[ Poster [ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Multilingual Unlearning in LLMs: Transfer, Dynamics, and Reversibility
Chaoyi Xiang ⋅ Olga Ohrimenko ⋅ Benjamin Rubinstein ⋅ Lea Frermann
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Towards Whole-corpus Reconstruction of Heterogeneous RAG Knowledge Bases
Peiru Yang ⋅ Yi Luo ⋅ Zhenfeng Gao ⋅ Tong Ju ⋅ Haoran Zheng ⋅ Linjie Zhu ⋅ Hongke Fu ⋅ Qing Li ⋅ Shangguang Wang ⋅ Tao Qi
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Differentially Private and Scalable Estimation of the Network Principal Component
Alireza Khayatian ⋅ Anil Vullikanti ⋅ Aritra Konar
[ URL [ 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
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
Unlearning’s Blind Spots: Over‑Unlearning and Prototypical Relearning Attack
SeungBum Ha ⋅ Saerom Park ⋅ Sung Whan Yoon
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Finding DoRI: Discovery of Retained Images in Diffusion Models
Antoni Kowalczuk ⋅ Dominik Hintersdorf ⋅ Lukas Struppek ⋅ Kristian Kersting ⋅ Adam Dziedzic ⋅ Franziska Boenisch
[ 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
Lucas Rosenblatt ⋅ Peihan Liu ⋅ Ryan McKenna ⋅ Natalia Ponomareva
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Trajectory-Aware Certified Decentralized Unlearning via SGD Stability
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) @ Coex: HALL A None
Privasis: Synthesizing the Largest "Public" Private Dataset from Scratch
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
Censoring with Plausible Deniability: Asymmetric Local Privacy for Multi-Category CDF Estimation
Qirui Hu ⋅ Yi Liu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
OptiFluence: Principled Design of Privacy Canaries
Mohammad Yaghini ⋅ Michael Aerni ⋅ Junrui Zhang ⋅ Nicolas Papernot ⋅ Florian Tramer
[ 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
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
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
OSNIP: Breaking the Privacy-Utility-Efficiency Trilemma in LLM Inference via Obfuscated Semantic Null Space
Zhiyuan Cao ⋅ Zeyu Ma ⋅ Chenhao Yang ⋅ HAN ZHENG ⋅ Mingang Chen
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Efficient Public Verification of Private ML via Regularization
Zoë R Bell ⋅ Anvith Thudi ⋅ Olive Franzese-McLaughlin ⋅ Nicolas Papernot ⋅ Shafi Goldwasser
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
PEARL: Differentially Private and Entropy-Aware Regulated Language Generation
Seongho Joo ⋅ Hyukhun Koh ⋅ Kyomin Jung
[ 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
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) @ Coex: HALL A None
Differentially Private Preference Data Synthesis for Large Language Model Alignment
Fengyu Gao ⋅ Jing Yang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Efficient DP-SGD for LLMs with Randomized Clipping
Enayat Ullah ⋅ Sai Aparna Aketi ⋅ Devansh Gupta ⋅ Huanyu Zhang ⋅ Meisam Razaviyayn
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: Embodied AI Requires a Privacy-Utility Tradeoff
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
Position: Privacy Is a Claim, Not a Property of Synthetic Data
Jiachen Zhao ⋅ Antonia Januszewicz ⋅ Taeho Jung
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Differentially Private Continual Release with Relative Error
Bo Li ⋅ Wei Wang ⋅ Peng Ye
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
RECOVER:Reliable Detection of Unauthorized Data Usage in Text-to-Image Diffusion Models via Inversion Robustness
Yanhao Wei ⋅ Xiaokang Zhao ⋅ Boheng Li ⋅ Yang Zhang ⋅ Run Wang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
PRISM: Gauge-Invariant Tangent-Space Differentially Private LoRA
Shihao Wang ⋅ Xueru Zhang
[ 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
Ossi Räisä ⋅ Antti Koskela ⋅ Antti Honkela
[ 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
Moshe Shenfeld ⋅ Vitaly Feldman
[ 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
Difei Xu ⋅ Youming Tao ⋅ Meng Ding ⋅ Chenglin Fan ⋅ Di Wang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Eliminating Solution Bias in Differentially Private Optimization
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
Homophily-Heterogeneity Gradient Surgery for Federated Graph Learning
Sujia Huang ⋅ Lele Fu ⋅ Shunxin Xiao ⋅ Xiaoya Zhang ⋅ Chunyan Xu ⋅ Tong Zhang ⋅ Bo Huang ⋅ Zhen Cui
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Near-Optimal Private Linear Regression via Iterative Hessian Mixing
Omri Lev ⋅ Moshe Shenfeld ⋅ Vishwak Srinivasan ⋅ Katrina Ligett ⋅ Ashia Wilson
[ 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
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
Improved Bounds for Private and Robust Alignment
Wenqian Weng ⋅ Yi He ⋅ Xingyu Zhou
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
FuseFSS: Efficient Secure LLM Inference with Function Secret Sharing
Yuhan Ma ⋅ Yong Li ⋅ Stefan Schmid
[ Poster [ 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
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
Quadratically Regularized Optimal Transport: Localization Bounds and Affine Case Analysis
Long Nguyen-Chi ⋅ Nam Nguyen ⋅ Binh Nguyen
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Equilibrium Propagation for Non-Conservative Systems
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
Zachary Izzo ⋅ Iain Melvin
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Convex Basins in Single-Index Model Loss Landscapes: Applications to Robust Recovery under Strong Adversarial Corruption
SANTANU DAS ⋅ Sagnik Chatterjee ⋅ jatin batra
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Quantum Algorithms for Triangle Cut Sparsification
Shan Jiang ⋅ Pan Peng
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
State Space Model with Continuous Limit of HiPPO Matrix: Eigenvalue Analysis and Explicit Solution Formula
Atsushi Takabatake ⋅ Takaharu Yaguchi
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Theoretical Guarantees for One-Shot Magnitude Pruning and Compute-Adaptive Early Exit
Erdem Koyuncu
[ 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
Hachem Kadri ⋅ Joachim Tomasi ⋅ Yuka Hashimoto ⋅ Sandrine Anthoine
[ 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
Huangyu Xu ⋅ Jingqin Yang ⋅ Qianqian Xu ⋅ Jiaye Teng
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Hedging on the frontier: Learning new tasks with few samples
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
Search Space Synthesis for Parametric Functions
Felix Laarmann ⋅ Andreas Pauly ⋅ Sebastian Buschjäger ⋅ Andrea Bommert ⋅ Jakob Rehof
[ 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
Chansophea Wathanak In ⋅ Yi Li ⋅ Wai Ming Tai ⋅ Xuan Wu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Parsimonious Learning-Augmented Online Metric Matching
Yongho Shin ⋅ Phanu Vajanopath
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Accelerating Regression Tasks with Quantum Algorithms
Chenghua Liu ⋅ Zhengfeng Ji
[ 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
Allan Grønlund ⋅ Kasper Green Larsen
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Is Spurious Correlation Removal Always Learnable?
Yibo Zhou ⋅ Bo Li ⋅ Hai-Miao Hu ⋅ Hanzi Wang ⋅ Xiaokang Zhang ⋅ Ruifan Zhang
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Understanding Generalization and Forgetting in In-Context Continual Learning
Guangyu Li ⋅ Meng Ding ⋅ Lijie Hu
[ OpenReview
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Parameter-Masked Decoupled Optimization for Cross-Domain Class-Incremental Learning
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
No Free Lunch: Non-Asymptotic Analysis of Prediction-Powered Inference
Pranav Mani ⋅ Peng Xu ⋅ Zachary Lipton ⋅ Michael Oberst
[ 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
Morteza Monemizadeh ⋅ Kiarash Banihashem ⋅ Peyman Jabbarzade ⋅ MohammadTaghi Hajiaghayi ⋅ Samira Goudarzi
[ OpenReview