Skip to yearly menu bar Skip to main content


(790 events)   Timezone:  
Show all
Toggle Poster Visibility
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3608
Judging What We Cannot Solve: A Consequence-Based Approach for Oracle-Free Evaluation of Research-Level Math
In Poster Session 2
Guijin Son ⋅ Donghun Yang ⋅ Hitesh Patel ⋅ Hyunwoo Ko ⋅ Amit Agarwal ⋅ Sunghee Ahn ⋅ Kyong-Ha Lee ⋅ Youngjae Yu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4626
Artificial Hippocampus Networks for Efficient Long-Context Modeling
In Poster Session 2
Yunhao Fang ⋅ Weihao Yu ⋅ Shu Zhong ⋅ Qinghao Ye ⋅ Xuehan Xiong ⋅ Lai Wei
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2206
New Algorithms for Fully-Dynamic k-center with Outliers
In Poster Session 2
Junyu Huang ⋅ Zhize Li ⋅ Zhen Zhang ⋅ Xujia Li ⋅ Jianxin Wang ⋅ Qilong Feng
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #120
DLM: Unified Decision Language Models for Offline Multi-Agent Sequential Decision Making
In Poster Session 2
Zhuohui Zhang ⋅ Bin Cheng ⋅ Bin He
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3615
Opt-Miner: Empowering Information-Seeking Agent with Tree-Guided Data Synthesis for Optimization Modeling
In Poster Session 2
Haoyang Liu ⋅ Yuyang Cai ⋅ Jie Wang ⋅ Xiongwei Han ⋅ Minyang Hu ⋅ Shuqi LIU ⋅ Mingxuan Yuan ⋅ Jianye Hao ⋅ Feng Wu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #914
CoME: Empowering Channel-of-Mobile-Experts with Informative Hybrid-Capabilities Reasoning
In Poster Session 2
Yuxuan Liu ⋅ Weikai Xu ⋅ Kun Huang ⋅ Changyu Chen ⋅ Jiankun Zhao ⋅ Pengzhi Gao ⋅ Wei Liu ⋅ Jian Luan ⋅ Shuo Shang ⋅ Bo Du ⋅ Ji-Rong Wen ⋅ Rui Yan
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #905
MARS: Modular Agent with Reflective Search for Automated AI Research
In Poster Session 2
Jiefeng Chen ⋅ Bhavana Dalvi Mishra ⋅ Jaehyun Nam ⋅ Rui Meng ⋅ Tomas Pfister ⋅ Jinsung Yoon
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #906
LitReview Arena: Evaluating Literature Review Agents with Battle-style Peer Review Platform
In Poster Session 2
Ruotong Zhao ⋅ Zhiyu Chen ⋅ Xurui Liu ⋅ Haidong Xue ⋅ Dong Liang ⋅ Jigao Fu ⋅ Wu YanBiao ⋅ Yuanyi Zhen ⋅ Fengli Xu ⋅ Yong Li
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #903
Position: Web Agents Should Use Typed Actions Instead of Click-Based Browsing
In Poster Session 2
Linxi Jiang ⋅ Rui Xi ⋅ Zhijie Liu ⋅ Shuo Chen ⋅ Zhiqiang Lin ⋅ Suman Nath
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #916
CAPTCHA Solving for Native GUI Agents: Automated Reasoning-Action Data Generation and Self-Corrective Training
In Poster Session 2
Yuxi Chen ⋅ Haoyu Zhai ⋅ Chenkai Wang ⋅ Rui Yang ⋅ LINGMING ZHANG ⋅ Gang Wang ⋅ Huan Zhang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #909
Failure is Feedback: History-Aware Backtracking for Agentic Traversal in Multimodal Graphs
In Poster Session 2
Joohyung Yun ⋅ Doyup Lee ⋅ Wook-Shin Han
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2003
Position: Beyond Reasoning Zombies — AI Reasoning Requires Process Validity
In Poster Session 2
Rachel Lawrence ⋅ Jacqueline Maasch
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3409
Verbalized Bayesian Persuasion
In Poster Session 2
Wenhao Li ⋅ Yue Lin ⋅ Yun Hua ⋅ Xiangfeng Wang ⋅ Bo Jin ⋅ Hongyuan Zha ⋅ Baoxiang Wang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #119
EduMirror: Modeling Educational Social Dynamics with Value-driven Multi-agent Simulation
In Poster Session 2
Jingzhe Lin ⋅ Hengbin Yu ⋅ Yongdan Zeng ⋅ Fangwei Zhong
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1015
A Systematic Study of Behavioral Cloning for Scientific Data Annotation
In Poster Session 2
Ishaan Singh Chandok ⋅ Core Francisco Park
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #214
Position: RL Researchers Need to Distinguish Between Solving Simulators and Using Simulators as a Proxy
In Poster Session 2
Matthew Vandergrift ⋅ Esraa Elelimy ⋅ Martha White
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3515
MindFlow: Mind Supernet Powered Thinking Flows for Research Idea Innovation
In Poster Session 2
Mengdi Liu ⋅ Wenjue Chen ⋅ Wenyue Chen ⋅ Cheng Yang ⋅ Fanqi Kong ⋅ Zhangyang Gao ⋅ Xiaoxue Cheng ⋅ Yiheng Li ⋅ Yujian Yuan ⋅ Keliang Li ⋅ Hong Chang ⋅ Shiguang Shan ⋅ Chenglin Wu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #901
Weaving in the Clouds: Achieving Synergistic Collaboration among LLM Agents via Federated Learning
In Poster Session 2
Jiaxing Zhao ⋅ Hongbin Xie ⋅ Yuzhen Lei ⋅ Xuan Song ⋅ Zhuoran Shi ⋅ Lianxin Li ⋅ Shuangxue Liu ⋅ Haoran Zhang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3711
OpenSage: Self-programming Agent Generation Engine
In Poster Session 2
Hongwei Li ⋅ Zhun Wang ⋅ Qinrun Dai ⋅ Yuzhou Nie ⋅ Jinjun Peng ⋅ Ruitong Liu ⋅ Jingyang Zhang ⋅ Kaijie Zhu ⋅ Jingxuan He ⋅ Lun Wang ⋅ Yangruibo Ding ⋅ Yueqi Chen ⋅ Wenbo Guo ⋅ Dawn Song
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4216
SorryDB: Can AI Provers Complete Real-World Lean Theorems?
In Poster Session 2
Austin Letson ⋅ Leopoldo Sarra ⋅ Auguste Poiroux ⋅ Oliver Dressler ⋅ Paul Lezeau ⋅ Dhyan Aranha ⋅ Frederick Pu ⋅ Aaron Hill ⋅ Miguel Hidalgo ⋅ Julian Berman ⋅ George Tsoukalas ⋅ Lenny Taelman
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3807
Position: Don't Just "Fix it in Post'': A Science of AI Must Study Learning Dynamics
In Poster Session 2
Stella Biderman ⋅ Mohammad Aflah Khan ⋅ Fatemehsadat Mireshghallah ⋅ Catherine Arnett ⋅ Fazl Barez ⋅ Naomi Saphra
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #504
CyberJurors: A Multi-Agent Simulation Task for E-Commerce Disputes Verdict
In Poster Session 2
Yanhui Sun ⋅ Wu Liu ⋅ Haifeng Ming ⋅ Xinru Wang ⋅ Hantao Yao ⋅ Yongdong Zhang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #902
Principle-Evolvable Scientific Discovery via Uncertainty Minimization
In Poster Session 2
Yingming Pu ⋅ Tao LIN ⋅ Hongyu Chen
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #603
LiveFigure: Generating Editable Scientific Illustration with VLM Agents
In Poster Session 2
Chenyang Shao ⋅ Jiahe Liu ⋅ Fengli Xu ⋅ Yong Li
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #408
Darwinian Memory: A Training-Free Self-Regulating Memory System for GUI Agent Evolution
In Poster Session 2
Hongze Mi ⋅ Yibo Feng ⋅ Wenjie Lu ⋅ Song Cao ⋅ Jinyuan Li ⋅ Yanming Li ⋅ Xuelin Zhang ⋅ Haotian Luo ⋅ Songyang Peng ⋅ He Cui ⋅ Tengfei Tian ⋅ Jun Fang ⋅ Hua Chai ⋅ Naiqiang Tan
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3116
Mobility-Embedded POIs: Learning What A Place Is and How It Is Used from Human Movement
In Poster Session 2
Maria Despoina Siampou ⋅ Shushman Choudhury ⋅ Shang-Ling Hsu ⋅ Neha Arora ⋅ Cyrus Shahabi
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #913
EnterpriseOps-Gym: Environments and Evaluations for Stateful Agentic Planning and Tool Use in Enterprise Settings
In Poster Session 2
Shiva Malay ⋅ Perampalli Shravan Nayak ⋅ Sagar Davasam ⋅ Srinivas Sunkara ⋅ Sai Rajeswar Mudumba
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3712
When AI Agents Compete for Jobs: Strategic Capabilities and Economic Dynamics of AI Labour Markets
In Poster Session 2
Chris Chiu ⋅ Simpson Zhang ⋅ Mihaela van der Schaar
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4109
Disentangling Consensus and Value-Specific Representations for Controllable Pluralistic Value Alignment of LLMs
In Poster Session 2
JianKui Zhou ⋅ Jing Yao ⋅ Xiaoyuan Yi ⋅ Peng Zhang ⋅ Ning Gu ⋅ Zhan Hu ⋅ Xing Xie ⋅ Tun Lu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #907
LLM-Guided Loop Bound Generation for Program Termination Verification
In Poster Session 2
Zan Gong ⋅ Biting Huang ⋅ Fei He
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2901
MalTree: Tracing Malware Evolution using Embeddings at Scale
In Poster Session 2
Akash Amalan ⋅ Georgios Smaragdakis ⋅ Tom Viering
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #900
dnaHNet: A Scalable and Hierarchical Foundation Model for Genomic Sequence Learning
In Poster Session 2
Arnav Shah ⋅ Junzhe Li ⋅ Parsa Idehpour ⋅ Adibvafa Fallahpour ⋅ Brandon Wang ⋅ Sukjun Hwang ⋅ BO WANG ⋅ Patrick Hsu ⋅ Hani Goodarzi ⋅ Albert Gu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4316
AlgoVeri: An Aligned Benchmark for Verified Code Generation on Classical Algorithms
In Poster Session 2
Haoyu Zhao ⋅ Ziran Yang ⋅ Jiawei Li ⋅ Deyuan Mike He ⋅ Zenan Li ⋅ Chi Jin ⋅ Venugopal Veeravalli ⋅ Aarti Gupta ⋅ Sanjeev Arora
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1014
ProOPF: Benchmarking and Improving LLMs for Professional-Grade Power Systems Optimization Modeling
In Poster Session 2
Chao Shen ⋅ Zihan Guo ⋅ Xu Wan ⋅ Zhenghao Yang ⋅ Yifan Zhang ⋅ Wenqi Huang ⋅ Jie Song ⋅ Zongyan Zhang ⋅ Mingyang Sun
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #803
Adaptive Protein Tokenization
In Poster Session 2
Rohit Dilip ⋅ Ayush Varshney ⋅ David Van Valen
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2106
MulFCoder: Framework-conditioned Multi-agent for MLLM-based Multi-framework Front-end Code Generation
In Poster Session 2
Jie Wu ⋅ Haoran Ma ⋅ Shisong Tang ⋅ Yulin Xu ⋅ Xiaoyu Kang ⋅ Jiechao Gao
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3513
Deterministic Component Mining for Multi-Framework UI2Code Generation
In Poster Session 2
Zixiong Yang ⋅ Linxiao Li ⋅ Jiaye Lin ⋅ Binrui Wu ⋅ Xiaoyu Kang ⋅ Jiechao Gao
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #503
Eating for a Sustainable Planet: Personalized Sustainable Diet Recommendation via Constraint-Aware Decision-Making Modeling
In Poster Session 2
Ying Jin ⋅ Weiqing Min ⋅ Mingyu Huang ⋅ Shuqiang Jiang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #911
Expert-level Leaf Cell Layout Generation via Preference-Optimized LLM
In Poster Session 2
Yaohui Han ⋅ Rongliang Fu ⋅ Yanming Liu ⋅ Shuo Ren ⋅ Shuai Dong ⋅ Yunpeng Wang ⋅ Tinghuan Chen ⋅ Bei Yu ⋅ Tsung-Yi Ho
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #915
Can Recommender Systems Teach Themselves? A Recursive Self-Improving Framework with Fidelity Control
In Poster Session 2
Luankang Zhang ⋅ Hao Wang ⋅ Zhongzhou Liu ⋅ MINGJIA YIN ⋅ Yonghao Huang ⋅ Jiaqi Li ⋅ Wei Guo ⋅ Yong Liu ⋅ Huifeng Guo ⋅ Defu Lian ⋅ Enhong Chen
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #910
Exploring Motif-based Heterogeneous Graph Learning for ReDoS Detection
In Poster Session 2
Hong Huang ⋅ Chengyu Yao ⋅ Rongchen Li ⋅ Weihao Su ⋅ Chengyao Peng ⋅ Haiming Chen ⋅ Guiyi He
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #908
FormAct: Agentic Source Editing for Rich-Format Document Generation
In Poster Session 2
Eugene Yu ⋅ Xingxing Zhang ⋅ Yuan Xia ⋅ Tao Ge ⋅ XWang ⋅ FNU Kartik ⋅ Vishwas Suryanarayanan ⋅ Cheng Yang ⋅ Amanda Jiang ⋅ Jiayu Ding ⋅ Xiangyu Wong ⋅ Tengchao Lv ⋅ Lei Cui ⋅ Si-Qing Chen ⋅ Furu Wei ⋅ Sujian Li
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4416
FIDIA: Function-Informed Sequence Design via Inference-Aligned Policy Optimization
In Poster Session 2
Minghan Li ⋅ fengji Li ⋅ Yilin Tao ⋅ Yue Deng
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1416
ReViT: Rotational-equivariant Vision Transformers for Neural PDE Solvers
In Poster Session 2
Hao Wei ⋅ Björn List ⋅ Nils Thuerey
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1312
Speculative Sampling For Faster Molecular Dynamics
In Poster Session 2
Arthur Kosmala ⋅ Stephan Günnemann ⋅ Meng Gao ⋅ Brandon Wood
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1409
MetaDNS: Enhancing Exploration in Discrete Neural Samplers via Metadynamics
In Poster Session 2
Xiaochen Du ⋅ Juno Nam ⋅ Jaemoo Choi ⋅ Wei Guo ⋅ Sathya Edamadaka ⋅ Junyi Sha ⋅ Elton Pan ⋅ Yongxin Chen ⋅ Molei Tao ⋅ Rafael Gomez-Bombarelli
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1404
MAST: Motif-Augmented Diffusion with Search Tree for Spectroscopic Molecular Structure Elucidation
In Poster Session 2
Chenghao Jia ⋅ Mengdi Liu ⋅ Hong Chang ⋅ Shiguang Shan ⋅ Xilin Chen
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1508
From Evaluation to Design: Using Potential Energy Surface Smoothness Metrics to Guide ML Interatomic Potential Architectures
In Poster Session 2
Ryan Liu ⋅ Eric Qu ⋅ Tobias Kreiman ⋅ Samuel Blau ⋅ Aditi Krishnapriyan
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1410
MuCO: Generative Peptide Cyclization Empowered by Multi-stage Conformation Optimization
In Poster Session 2
Yitian Wang ⋅ Zhao Yang ⋅ Angxiao Yue ⋅ Wentao Guo ⋅ Yaning Cui ⋅ Hongteng Xu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3407
$\texttt{FlashSchNet}$: Fast and Accurate Coarse-Grained Neural Network Molecular Dynamics
In Poster Session 2
Pingzhi Li ⋅ Hongxuan Li ⋅ Zirui Liu ⋅ Xingcheng Lin ⋅ Tianlong Chen
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1513
Deep Scientific Reasoning under Physical Constraints: Structure-Aware Spectrum Prediction
In Poster Session 2
Yingheng Wang ⋅ Tao Yu ⋅ Shufeng Kong ⋅ Yingheng Wang ⋅ John Gregoire ⋅ Carla Gomes
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1511
Elign: Equivariant Diffusion Model Alignment from Foundational Machine Learned Force Fields
In Poster Session 2
Yunyang Li ⋅ Lin Huang ⋅ Luojia Xia ⋅ Wenhe Zhang ⋅ Mark Gerstein
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1401
Learning Compressed Shape-Aware Molecular Representations for Virtual Screening
In Poster Session 2
Robin Winter ⋅ Julian Cremer ⋅ Djork-Arné Clevert
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1507
From Holo Pockets to Electron Density: GPT-style Drug Design with Density
In Poster Session 2
Jiahao Chen ⋅ Letian Gao ⋅ Yanhao Zhu ⋅ Wenbiao Zhou ⋅ Bing Su ⋅ Zhi Lu ⋅ Bo Huang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1408
MacroGuide: Topological Guidance for Macrocycle Generation
In Poster Session 2
Alicja Maksymiuk ⋅ Alexandre Duplessis ⋅ Michael Bronstein ⋅ Alexander Tong ⋅ Fernanda Duarte ⋅ Ismail Ceylan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1405
MMPD-Bench: Bridging Multimodal Fission with Multi-Polarimetric Modalities Decomposition
In Poster Session 2
Yi He ⋅ Zimo Zhao ⋅ Yiming Yang ⋅ Xiaoyuan Cheng ⋅ Chao He ⋅ Yukun Hu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3600
Support-Proximity Augmented Diffusion Estimation for Offline Black-Box Optimization
In Poster Session 2
Yonghan Yang ⋅ Ye Yuan ⋅ Zipeng Sun ⋅ Linfeng Du ⋅ Bowei He ⋅ Haolun Wu ⋅ Can Chen ⋅ Xue Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1411
On the Generalization in Topology Optimization via Sensitivity-Conditioned Bernoulli Flow Matching
In Poster Session 2
Mohammad Rashed ⋅ Duarte Filipe Valoroso Madeira ⋅ Babak Gholami ⋅ Caglar Guerbuez ⋅ Yunjia Yang ⋅ Nils Thuerey
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1400
Large-Scale Molecular Dynamics Simulations: Direct Interatomic Modeling with Dilated Message Passing
In Poster Session 2
Haokai Hong ⋅ Wanyu LIN ⋅ KC Tan
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1510
FlexiFlow: decomposable flow matching for generation of flexible molecular ensemble
In Poster Session 2
Riccardo Tedoldi ⋅ Ola Engkvist ⋅ Patrick Bryant ⋅ Hossein Azizpour ⋅ Jon Paul Janet ⋅ Alessandro Tibo
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1506
From Human Labels to Literature: Semi-Supervised Learning of NMR Chemical Shifts at Scale
In Poster Session 2
Yongqi Jin ⋅ Yecheng Wang ⋅ Jun-jie Wang ⋅ Rong Zhu ⋅ Guolin Ke ⋅ Weinan E
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #402
StarEmbed: Benchmarking Time Series Foundation Models on Astronomical Observations of Variable Stars
In Poster Session 2
Weijian Li ⋅ Hong-Yu Chen ⋅ Nabeel Rehemtulla ⋅ Ved Shah ⋅ Dongho Kim ⋅ Dennis Wu ⋅ Qinjie Lin ⋅ Adam Miller ⋅ Han Liu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1402
Learning, Solving and Optimizing PDEs with TensorGalerkin: an efficient high-performance Galerkin assembly algorithm
In Poster Session 2
Shizheng Wen ⋅ Mingyuan chi ⋅ Tianwei Yu ⋅ Ben Moseley ⋅ Mike Yan Michelis ⋅ Pu Ren ⋅ Hao Sun ⋅ Siddhartha Mishra
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1406
MOES-Pred: Molecular Structural Representation Learning by Adaptive Energy-Sentinel Vibration for Generalized Property Prediction
In Poster Session 2
ZHIRAN HOU ⋅ TINGHUAI MA ⋅ Huan Rong ⋅ Li Jia ⋅ Anouar Imel ⋅ Heng Zhang ⋅ Ming Li
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1413
Protein Autoregressive Modeling via Multiscale Structure Generation
In Poster Session 2
Yanru Qu ⋅ Cheng-Yen Hsieh ⋅ Zaixiang Zheng ⋅ Ge Liu ⋅ Quanquan Gu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1310
SynLaD: Latent Diffusion for Generating Synthesizable Molecules Conditioned on 3D Pharmacophore Profiles
In Poster Session 2
Miruna Cretu ⋅ John Bradshaw ⋅ Patricia Suriana ⋅ Saeed Saremi ⋅ Omar Mahmood ⋅ Kirill Shmilovich ⋅ Kangway Chuang ⋅ Vishnu Sresht ⋅ Colin A. Grambow
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1514
DNACHUNKER: Learnable Tokenization for DNA Language Models
In Poster Session 2
Taewon Kim ⋅ Jihwan Shin ⋅ Hyomin Kim ⋅ Youngmok Jung ⋅ Jonghoon Lee ⋅ Won-Chul Lee ⋅ Sungsoo Ahn ⋅ Insu Han
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #711
Interpretable Neural ODEs for Gene Regulatory Network Discovery under Perturbations
In Poster Session 2
Zaikang Lin ⋅ Sei Chang ⋅ Aaron Zweig ⋅ Minseo Kang ⋅ Fabian Theis ⋅ Elham Azizi ⋅ David A Knowles
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1314
Scientific logicality enriched methodology for LLM reasoning: A practice in physics
In Poster Session 2
Zhaoxin Yu ⋅ Nan Xu ⋅ Kun Chen ⋅ Jiahao Zhao ⋅ Lei Wang ⋅ Wenji Mao
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2502
Learning the Interaction Prior for Protein-Protein Interaction Prediction: A Model-Agnostic Approach
In Poster Session 2
Ziqi Gao ⋅ Chenyi Zi ⋅ Zijing Liu ⋅ Ziqiao Meng ⋅ Yu Li ⋅ Jia Li
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1512
Efficient and Safe Molecular Assembly via Reinforcement Learning and Constraint Solving
In Poster Session 2
Stefan Pranger ⋅ Bernhard Ramsauer ⋅ Oliver Hofmann ⋅ Bettina Könighofer
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1504
Geometric Embedding Alignment via Curvature Matching in Transfer Learning
In Poster Session 2
Sung Moon Ko ⋅ Jaewan Lee ⋅ Sumin Lee ⋅ Soorin Yim ⋅ Sehui Han
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1414
Protein Design with Agent Rosetta: A Case Study for Specialized Scientific Agents
In Poster Session 2
Jacopo Teneggi ⋅ SM Turzo ⋅ Tanya Marwah ⋅ Alberto Bietti ⋅ P. Douglas Renfrew ⋅ Vikram Mulligan ⋅ Siavash Golkar
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1500
LabBuilder: Protocol-Grounded 3D Layout Generation for Interactable and Safe Laboratory
In Poster Session 2
Jianbao Cao ⋅ zhangrui zhao ⋅ Bohan Feng ⋅ Zixuan Hu ⋅ Rui Li ⋅ Haiyuan Wan ⋅ Chenxi Li ⋅ jingyuan Li ⋅ Wenzhe Cai ⋅ LEI BAI ⋅ Wanli Ouyang ⋅ LINGYU DUAN ⋅ Di Huang ⋅ Minting Pan ⋅ Sha Zhang ⋅ Xinzhu Ma ⋅ SHIXIANG TANG ⋅ Dongzhan Zhou
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1515
DISSOLVR: An Interpretable and Fast Framework for Aqueous and Organic Solubility Prediction
In Poster Session 2
Vansh Ramani ⋅ Har A Arora ⋅ Dhairya Kuchhal ⋅ Sayan Ranu ⋅ Tarak Karmakar
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1412
Predicting evolutionary rate as a pretraining task improves genome language model representations
In Poster Session 2
Mica Consens ⋅ Kevin Yang ⋅ James Hall ⋅ Ashley Conard ⋅ BO WANG ⋅ Lorin Crawford ⋅ Alan Moses ⋅ Alex Lu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1315
Retro-Expert: Collaborative Reasoning for Interpretable Retrosynthesis
In Poster Session 2
Xinyi Li ⋅ Sai Wang ⋅ Yutian Lin ⋅ Yu Wu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1501
LDARNet: DNA Adaptive Representation Network with Learnable Tokenization for Genomic Modeling
In Poster Session 2
Daria Ledneva ⋅ Denis Kuznetsov
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1509
Flexible Kernels for Protein Property Prediction
In Poster Session 2
Martin Jankowiak ⋅ Yerdos Ordabayev ⋅ Rudraksh Tuwani ⋅ Henry Ward ⋅ Hunter Nisonoff ⋅ James McFarland ⋅ Gevorg Grigoryan
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1407
Machine Learning Hamiltonians are Accurate Energy-Force Predictors
In Poster Session 2
Seongsu Kim ⋅ Chanhui Lee ⋅ Yoonho Kim ⋅ Seongjun Yun ⋅ Honghui Kim ⋅ Nayoung Kim ⋅ Changyoung Park ⋅ Sehui Han ⋅ Sungbin Lim ⋅ Sungsoo Ahn
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1313
Smooth Dynamic Cutoffs for Machine Learning Interatomic Potentials
In Poster Session 2
Kevin Han ⋅ Haolin Cong ⋅ Bowen Deng ⋅ Amir Barati Farimani
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #801
APEX: Approximate-but-exhaustive search for ultra-large combinatorial synthesis libraries
In Poster Session 2
Aryan Pedawi ⋅ Jordi Silvestre-Ryan ⋅ Bradley Worley ⋅ Darren Hsu ⋅ Kushal Shah ⋅ Elias Stehle ⋅ Jingrong Zhang ⋅ Izhar Wallach
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1403
LipoPU: Pocket-level Prediction of Lipid-Protein Interactions via Positive-Unlabeled Learning
In Poster Session 2
Yuxing Wang ⋅ Wenyi Zhang ⋅ Yilong Zou ⋅ Jing Huang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3402
FLIP2: Expanding Protein Fitness Landscape Benchmarks for Real-World Machine Learning Applications
In Poster Session 2
Kieran Didi ⋅ Sarah Alamdari ⋅ Alex Lu ⋅ Bruce Wittmann ⋅ Kadina Johnston ⋅ Ava Amini ⋅ Ali Madani ⋅ Maya Czeneszew ⋅ Christian Dallago ⋅ Kevin Yang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1516
Constrained hybrid modelling to predict microbial dynamics and organic matter turnover in soil systems
In Poster Session 2
Paul Collart ⋅ Juergen Gall ⋅ Andrea Schnepf ⋅ Holger Pagel ⋅ Lars Doorenbos
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1616
A recipe for scalable attention-based ML potentials: unlocking long-range accuracy with all-to-all node attention
In Poster Session 2
Eric Qu ⋅ Brandon Wood ⋅ Aditi Krishnapriyan ⋅ Zachary Ulissi
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1505
GENEB: Why Genomic Models Are Hard to Compare
In Poster Session 2
Daria Ledneva ⋅ Mikhail Nuridinov ⋅ Denis Kuznetsov
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2917
Hyperbolic Neural Operator
In Poster Session 2
jieyuan pei ⋅ Zhuoxuan Li ⋅ Wei Li ⋅ Haobo Zhang ⋅ jiawei jiang ⋅ Jianwei Zheng
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2017
DocOS: Towards Proactive Document-Guided Actions in GUI Agents
In Poster Session 2
Jingjing Liu ⋅ Ziye Huang ⋅ Zihao Cheng ⋅ Zeming Liu ⋅ Jiahong Wu ⋅ Yuhang Guo ⋅ Kehai Chen ⋅ Yunhong Wang ⋅ Haifeng Wang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1205
Fast-SAM3D: 3Dfy Anything in Images but Faster
In Poster Session 2
Weilun Feng ⋅ Mingqiang Wu ⋅ zhiliang chen ⋅ Chuanguang Yang ⋅ Haotong Qin ⋅ Yuqi Li ⋅ Xiaokun Liu ⋅ Guoxin Fan ⋅ Libo Huang ⋅ Yulun Zhang ⋅ Michele Magno ⋅ Yongjun Xu ⋅ Zhulin An
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1208
GRASP: Awakening Latent Spatial Reasoning in LVLMs via Training-free Geometric Rectification
In Poster Session 2
Jiadong Yan ⋅ Ke Zhang ⋅ Chenyang Zhao ⋅ Shoushan Li ⋅ Xizhao Luo
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1113
Open-o3-Video: Grounded Video Reasoning with Explicit Spatio-Temporal Evidence
In Poster Session 2
Jiahao Meng ⋅ Xiangtai Li ⋅ Haochen Wang ⋅ Tan Yue ⋅ Tao Zhang ⋅ Lingdong Kong ⋅ Yunhai Tong ⋅ Anran Wang ⋅ Zhiyang Teng ⋅ Yujing Wang ⋅ Zhuochen Wang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1201
EARL: Towards a Unified Analysis-Guided Reinforcement Learning Framework for Egocentric Interaction Reasoning and Pixel Grounding
In Poster Session 2
Yuejiao Su ⋅ Xinshen ZHANG ⋅ Zhen Ye ⋅ Lei Yao ⋅ Lap-Pui Chau ⋅ Yi Wang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1100
Rethinking Serialization in Linear 3D Vision: Decoupling Anisotropic Geometry from Isotropic Semantics
In Poster Session 2
YinYun Yan ⋅ Liping Zhang ⋅ Tingran Wang ⋅ Jiaxin Deng ⋅ Changshuo Wang ⋅ Limin Jiang ⋅ Shanwei Gao ⋅ Xin Ning
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2914
Solving Spatial-Spectral Fusion with Latent Spectral Operators
In Poster Session 2
Wei Li ⋅ jieyuan pei ⋅ Junnan Xu ⋅ Xuanfeng Ding ⋅ Junwei Zhu ⋅ wanjun chen ⋅ Jianwei Zheng
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1202
EEmo-Logic: A Unified Dataset and Multi-Stage Framework for Comprehensive Image-Evoked Emotion Assessment
In Poster Session 2
Lancheng Gao ⋅ Ziheng Jia ⋅ Zixuan Xing ⋅ Wei Sun ⋅ Huiyu Duan ⋅ Guangtao Zhai ⋅ Xiongkuo Min
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1012
World-Shaper: A Unified Framework for 360° Panoramic Editing
In Poster Session 2
Dong Liang ⋅ yuhao liu ⋅ Jinyuan Jia ⋅ Youjun Zhao ⋅ Rynson W Lau
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1109
Position: Your VLM May Not Be Thinking with Interleaved Images
In Poster Session 2
Wenjie Yang ⋅ Siqi Zhu ⋅ Zengfeng Huang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1110
PhysHanDI: Physics-Based Reconstruction of Hand-Deformable Object Interactions
In Poster Session 2
Jihyun Lee ⋅ Changmin Lee ⋅ Donghwan Kim ⋅ Tae-Kyun Kim
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1105
PyVision-RL: Forging Open Agentic Vision Models via RL
In Poster Session 2
Shitian Zhao ⋅ Shaoheng Lin ⋅ Ming Li ⋅ Haoquan Zhang ⋅ Wenshuo Peng ⋅ Kaipeng Zhang ⋅ Chen Wei
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3815
Rethinking Human Intent-to-CAD: Parametric CAD Model Generation via Cooperative Multi-Task Alignment and Spatial-Aware Reinforcement Learning
In Poster Session 2
Qingwang Zhang ⋅ Jiahao Li ⋅ Xiangdong Zhou
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3814
ACTIVE-o3 : Empowering MLLMs with Active Perception via Pure Reinforcement Learning
In Poster Session 2
Muzhi Zhu ⋅ Hao Zhong ⋅ Canyu Zhao ⋅ Zongze Du ⋅ Mingyu Liu ⋅ Zheng Huang ⋅ Anzhou Li ⋅ Hao Chen ⋅ Cheng Zou ⋅ Jingdong Chen ⋅ Ming Yang ⋅ Chunhua Shen
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3412
Temporal-Aware Reasoning Optimization for Video Temporal Grounding
In Poster Session 2
Minghang Zheng ⋅ Zihao Yin ⋅ YI YANG ⋅ Yuxin Peng ⋅ Yang Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1011
World-R1: Reinforcing 3D Constraints for Text-to-Video Generation
In Poster Session 2
Weijie Wang ⋅ Xiaoxuan He ⋅ Youping Gu ⋅ Yifan Yang ⋅ Zeyu Zhang ⋅ Yefei He ⋅ Yanbo Ding ⋅ Xirui Hu ⋅ Donny Y. Chen ⋅ Zhiyuan He ⋅ Yuqing Yang ⋅ Bohan Zhuang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1111
PhotoAgent: Exploratory Visual Aesthetic Planning with Large Vision Models
In Poster Session 2
Mingde Yao ⋅ Zhiyuan You ⋅ King-Man Tam ⋅ Menglu Wang ⋅ Tianfan Xue
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1107
Probabilistic Salient Object Ranking
In Poster Session 2
Rongjin Guo ⋅ Guan Huankang ⋅ Rynson W Lau
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #414
Pareto-Guided Optimal Transport for Multi-Reward Alignment
In Poster Session 2
Ying Ba ⋅ Tianyu Zhang ⋅ Mohan Zhou ⋅ Yalong Bai ⋅ Wenyi Mo ⋅ Guiwei Zhang ⋅ Bing Su ⋅ Ji-Rong Wen
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1101
RelaxFlow: Text-Driven Amodal 3D Generation
In Poster Session 2
Jiayin Zhu ⋅ Guoji Fu ⋅ Xiaolu Liu ⋅ Qiyuan He ⋅ Yicong Li ⋅ Angela Yao
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1209
GUI-Spotlight: Adaptive Iterative Focus Refinement for Enhanced GUI Visual Grounding
In Poster Session 2
Bin Lei ⋅ Nuo Xu ⋅ Ali Payani ⋅ Mingyi Hong ⋅ Chunhua Liao ⋅ Yu Cao ⋅ Caiwen Ding
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1301
Contextualized Visual Personalization in Vision-Language Models
In Poster Session 2
Yeongtak Oh ⋅ Sangwon Yu ⋅ Junsung Park ⋅ Han Cheol Moon ⋅ Jisoo (Jenny) Mok ⋅ Sungroh Yoon
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2609
PhysForge: Generating Physics-Grounded 3D Assets for Interactive Virtual World
In Poster Session 2
Yunhan Yang ⋅ Chunshi Wang ⋅ Junliang Ye ⋅ YANG LI ⋅ Zanxin Chen ⋅ Zehuan Huang ⋅ Yao Mu ⋅ Zhuo Chen ⋅ Chunchao Guo ⋅ Xihui Liu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2614
Rethinking Video Generation Model for the Embodied World
In Poster Session 2
Yufan Deng ⋅ Zilin Pan ⋅ Hongyu Zhang ⋅ Xiaojie Li ⋅ Huruoqing ⋅ Yufei Ding ⋅ Yiming Zou ⋅ Yan Zeng ⋅ Zhou Daquan
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1007
VideoSEAL: Mitigating Evidence Misalignment in Agentic Long Video Understanding by Decoupling Answer Authority
In Poster Session 2
Chenhao Qiu ⋅ Yechao Zhang ⋅ Xin Luo ⋅ Shien Song ⋅ Xusheng Liu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1013
iVGR: Internalizing Visually Grounded Reasoning for MLLMs with Reinforcement Learning
In Poster Session 2
Changbin Zhang ⋅ Yujie Zhong ⋅ Qiang Zhang ⋅ Kai Han
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1006
VideoKR: Towards Knowledge- and Reasoning-Intensive Video Understanding
In Poster Session 2
Lin Fu ⋅ Zheyuan Yang ⋅ Yang Wang ⋅ Tingyu Song ⋅ Arman Cohan ⋅ Yilun Zhao
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4000
SCOPE: Evolving Symbolic World for Planning in Open-Ended Environments
In Poster Session 2
Yundaichuan Zhan ⋅ Minghe Gao ⋅ Zhongqi Yue ⋅ Wendong Bu ⋅ Wenqiao Zhang ⋅ Guoming Wang ⋅ Jisheng Dang ⋅ Juncheng Li ⋅ Siliang Tang ⋅ Yueting Zhuang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1304
Breaking Dual Bottlenecks: Evolving Unified Multimodal Models into Self-Adaptive Interleaved Visual Reasoners
In Poster Session 2
Qingyang Liu ⋅ Bingjie Gao ⋅ Canmiao Fu ⋅ Zhipeng Huang ⋅ Chen Li ⋅ Feng Wang ⋅ Shuochen Chang ⋅ Shaobo Wang ⋅ Yali Wang ⋅ Keming Ye ⋅ Jiangtong Li ⋅ Li Niu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1305
Boosting Monocular Metric Depth Estimation via Bokeh Rendering
In Poster Session 2
Hangwei Zhang ⋅ Armando Fortes ⋅ Tianyi Wei ⋅ Xingang Pan
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1306
Benchmarking and Evolving Reason-Reflect-Rectify for Reflective Visual Generation
In Poster Session 2
Junjie Wang ⋅ 星华 娄 ⋅ Xiangtai Li ⋅ Ye Tian ⋅ Keyu Chen ⋅ Yulin Li ⋅ Bin Kang ⋅ Guangcan Mai ⋅ Yanwei Li ⋅ Zhuotao Tian ⋅ Liqiang Nie
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1211
Interactive Segmentation with Elaborate Focus Prior
In Poster Session 2
Kangpeng Hu ⋅ Yinghui Sun ⋅ Tao Wang ⋅ Weihao Zhang ⋅ Quansen Sun
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2100
PaperBanana: Automating Academic Illustration for AI Scientists
In Poster Session 2
Dawei Zhu ⋅ Rui Meng ⋅ Yale Song ⋅ Xiyu Wei ⋅ Sujian Li ⋅ Tomas Pfister ⋅ Jinsung Yoon
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1917
OmniAID: Decoupling Semantic and Artifacts for Universal AI-Generated Image Detection in the Wild
In Poster Session 2
Yuncheng Guo ⋅ Jiaxin Huang ⋅ Chenjue Zhang ⋅ Hengrui Kang ⋅ Haohuan Fu ⋅ Conghui He ⋅ Weijia Li
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3710
T2AV-Compass: Towards Unified Evaluation for Text-to-Audio-Video Generation
In Poster Session 2
Zhe Cao ⋅ Tao Wang ⋅ Jiaming Wang ⋅ Yanghai Wang ⋅ Yuanxing Zhang ⋅ Jiahao Wang ⋅ Jialu Chen ⋅ Miao Deng ⋅ Chenxi Liao ⋅ Yize Zhang ⋅ Yubin Guo ⋅ Zhaoxiang Zhang ⋅ Jiaheng Liu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1003
TexEditor: Structure-Preserving Text-Driven Texture Editing
In Poster Session 2
Bo Zhao ⋅ Yihang Liu ⋅ Chenfeng Zhang ⋅ Huan Yang ⋅ Kun Gai ⋅ Wei Ji
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1200
Distillation Models are Good Samplers for Diffusion Reinforcement Learning
In Poster Session 2
Zunxu Liu ⋅ Aiqiu Wu ⋅ Zhaofan Qiu ⋅ Yingwei Pan ⋅ Ting Yao ⋅ Tao Mei
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1215
MICE-Bench: A Challenging and Comprehensive Benchmark for Multi-Reference Image Creation and Editing
In Poster Session 2
Siqi Luo ⋅ Huayu Zheng ⋅ Jianghan Shen ⋅ Yi Xin ⋅ Luxin Xu ⋅ Jiyao Liu ⋅ Xinyu Zhang ⋅ Hang Zhou ⋅ Pengyu Xie ⋅ Xiaohui Li ⋅ Shuo Cao ⋅ Yuandong Pu ⋅ Junjun He ⋅ Bin Fu ⋅ Yihao Liu ⋅ Yu Qiao ⋅ Guangtao Zhai ⋅ Yuewen Cao ⋅ Xiaohong Liu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1114
Motion-Residual Conflict-Aware Time Reversal for Generative Inbetweening
In Poster Session 2
Zhenbang zhang ⋅ Zihui Cui ⋅ Haythem El-Messiry ⋅ Renmin Han ⋅ Zhiqiang Xu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1001
Self-Prompting Diffusion Transformer for Open-Vocabulary Scene Text Edit via In-Context Learning
In Poster Session 2
Hongxi Li ⋅ Tong Wang ⋅ WU CHENGJING ⋅ Tianbao Liu ⋅ Jiangtao Yao ⋅ Xiaochao Qu ⋅ Xinxiao Wu ⋅ Luoqi Liu ⋅ Ting Liu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1308
Alterbute: Editing Intrinsic Attributes of Objects in Images
In Poster Session 2
Tal Reiss ⋅ Daniel Winter ⋅ Matan Cohen ⋅ Alex Rav-Acha ⋅ Yael Pritch ⋅ Ariel Shamir ⋅ Yedid Hoshen
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2816
Beyond VLM-Based Rewards: Diffusion-Native Latent Reward Modeling
In Poster Session 2
Gongye Liu ⋅ Bo Yang ⋅ Zhi Yida ⋅ Zhizhou Zhong ⋅ Lei Ke ⋅ Didan Deng ⋅ Han Gao ⋅ Yongxiang Huang ⋅ Kaihao Zhang ⋅ Hongbo Fu ⋅ Wenhan Luo
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1002
StableI2I: Spotting Unintended Changes in Image-to-Image Transition
In Poster Session 2
Jiayang Li ⋅ Shuo Cao ⋅ Xiaohui Li ⋅ Zhizhen Zhang ⋅ Kaiwen Zhu ⋅ Yule Duan ⋅ Yu Qiao ⋅ Jian Zhang ⋅ Yihao Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1207
From Inpainting to Editing: Unlocking Robust Mask-Free Visual Dubbing via Generative Bootstrapping
In Poster Session 2
Xu He ⋅ Haoxian Zhang ⋅ Hejia Chen ⋅ Changyuan Zheng ⋅ Liyang Chen ⋅ Songlin Tang ⋅ Jiehui Huang ⋅ Xiaoqiang Liu ⋅ Pengfei Wan ⋅ Zhiyong Wu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1112
PSBench: Editing Image via GUI Agents in Photoshop
In Poster Session 2
Yinuo Zhang ⋅ Zian Cheng ⋅ Ziya Zhao ⋅ Zongyu Li ⋅ Bingshuo Liu ⋅ Qingbin Liu ⋅ Junxian Cai ⋅ chen ⋅ Zhiying Tu ⋅ Dianhui Chu ⋅ Xiaoyan Yu ⋅ Dianbo Sui
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1210
InfVSR: Toward Consistency-Driven Streaming Generative Video Super-Resolution
In Poster Session 2
Ziqing Zhang ⋅ Kai Liu ⋅ Zheng Chen ⋅ Xi Li ⋅ Yucong Chen ⋅ Bingnan Duan ⋅ Linghe Kong ⋅ Yulun Zhang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1103
CoD-Lite: Real-Time Diffusion-Based Generative Image Compression
In Poster Session 2
Zhaoyang Jia ⋅ Naifu Xue ⋅ Zihan Zheng ⋅ Jiahao Li ⋅ Bin Li ⋅ Xiaoyi Zhang ⋅ Zongyu Guo ⋅ Yuan Zhang ⋅ Houqiang Li ⋅ Yan Lu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1005
VidLaDA: Bidirectional Diffusion Large Language Models for Efficient Video Understanding
In Poster Session 2
Zhihao He ⋅ Tieyuan Chen ⋅ Kangyu Wang ⋅ Ziran Qin ⋅ Yang Shao ⋅ Chaofan Gan ⋅ Shijie Li ⋅ Zuxuan Wu ⋅ Weiyao Lin
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1302
ChartE$^{3}$: A Comprehensive Benchmark for End-to-End Chart Editing
In Poster Session 2
Shuo Li ⋅ Jiajun Sun ⋅ Zhekai Wang ⋅ Xiaoran Fan ⋅ Hui Li ⋅ Dingwen Yang ⋅ Zhiheng Xi ⋅ Yijun Wang ⋅ Zifei Shan ⋅ Tao Gui ⋅ Qi Zhang ⋅ Xuanjing Huang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1009
WEVSR: Video Diffusion Generators for Real-World Video Super‑Resolution with Wavelet-Enhanced VAE Encoder
In Poster Session 2
Yuying Chen ⋅ Liu ⋅ Linyan Jiang ⋅ Qifan Gao ⋅ Xianguo Zhang ⋅ Jianhou Gan ⋅ Wenqi Ren
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1300
DiscoForcing: A Unified Framework for Real-Time Audio-Driven Character Control with Diffusion Forcing
In Poster Session 2
Kaiyang Ji ⋅ Bingsheng Qian ⋅ Binghuan Wu ⋅ Kangyi Chen ⋅ Ye Shi ⋅ Jingya Wang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1115
MiVE: Multiscale Vision-language features for reference-guided video Editing
In Poster Session 2
Tong Wang ⋅ Meng Zou ⋅ WU CHENGJING ⋅ Xiaochao Qu ⋅ Luoqi Liu ⋅ Xiaolin Hu ⋅ Ting Liu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1004
Trajectory-Stabilized Inference for Diffusion-Based Video Inpainting
In Poster Session 2
Zhanhe Zhang ⋅ Jiahua Li ⋅ Xu Yang ⋅ Kun Wei ⋅ Cheng Deng
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1307
AnyCanvas: Potential Field Guidance for Training-Free Spatial Control in Text-to-Image Diffusion
In Poster Session 2
Tianyi Xie ⋅ Zhiyuan Yu ⋅ kaihong huang ⋅ Beilun Wang ⋅ Zhaoyang Wang ⋅ Dian Shen
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1303
CLEAR: Context-Aware Learning with End-to-End Mask-Free Inference for Adaptive Subtitle Removal
In Poster Session 2
Qingdong He ⋅ Chaoyi Wang ⋅ Peng TANG ⋅ Yifan Yang ⋅ Xiaobin Hu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3202
Manifold-Aligned Guided Integrated Gradients for Reliable Feature Attribution
In Poster Session 2
Soyeon Kim ⋅ Seongwoo Lim ⋅ Kyowoon Lee ⋅ Jaesik Choi
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1108
Preference-Enhanced Reinforcement Learning for Pluralistic Image Inpainting
In Poster Session 2
Peng Zhou ⋅ Muqi Huang ⋅ Tianshuo Qu ⋅ Jingyang Wang ⋅ kun Zhou ⋅ Chuan Li ⋅ Feng Shi ⋅ Shi Chen ⋅ Yun Xiong
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1212
LSGQuant: Layer-Sensitivity Guided Quantization for One-Step Diffusion Real-World Video Super-Resolution
In Poster Session 2
Tianxing Wu ⋅ Zheng Chen ⋅ Cirou Xu ⋅ Bowen Chai ⋅ Yong Guo ⋅ Yutong Liu ⋅ Linghe Kong ⋅ Yulun Zhang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1010
When Attributes Disagree: Gradient Conflict in Image Aesthetic Assessment
In Poster Session 2
Ye Wang ⋅ Maocai Dai ⋅ Jiang Xie ⋅ Xiuli Bi ⋅ Fei Tao ⋅ Xiao Li ⋅ Hong Yu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2710
Efficient Generative Modeling beyond Memoryless Diffusion via Adjoint Schrödinger Bridge Matching
In Poster Session 2
Jeongwoo Shin ⋅ Jinhwan Sul ⋅ Joonseok Lee ⋅ Jaewoong Choi ⋅ Jaemoo Choi
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3507
Latent Forcing: Reordering the Diffusion Trajectory for Pixel-Space Image Generation
In Poster Session 2
Alan Baade ⋅ Eric Chan ⋅ Kyle Sargent ⋅ Changan Chen ⋅ Justin Johnson ⋅ Ehsan Adeli ⋅ Li Fei-Fei
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #802
Adaptive DNA Sequence Modeling via Synergistic Plasticity Units
In Poster Session 2
Binghao Liu ⋅ Wenzheng Zhao ⋅ Zhijie Zheng ⋅ Fei Gu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #805
Chamaileon: Cross-Context Binder Design with Contextualized Modeling and Mixed Sampling
In Poster Session 2
Hengyuan Cao ⋅ Shizhuo Cheng ⋅ Mingxuan Liu ⋅ Weicheng Huang ⋅ Yunhong Lu ⋅ chenxi cai ⋅ Yan Zhang ⋅ Min Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4215
Position: Evaluation of ECG Representations Must Be Fixed
In Poster Session 2
Zachary Berger ⋅ Daniel Prakah-Asante ⋅ John Guttag ⋅ Collin Stultz
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3610
CONTEXTOR: Contextualized High-order Contrastive Learning
In Poster Session 2
Ze Cai ⋅ Hanzhe Liang ⋅ Sihang Zeng ⋅ Binbin Zhou ⋅ Jun Wen
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #706
Position: Deciphering the Functions of DNAs, RNAs, and Proteins Should Consider Multi-Modal Large Language Models
In Poster Session 2
Pengtao Xie ⋅ Victor Nizet ⋅ Lei Wang ⋅ Ahmed Alaa ⋅ Daniel Zielinski ⋅ Trey Ideker ⋅ Bernhard Palsson
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #800
A Regime-Aware Trajectory Prediction Framework for 1000+ Systems Biology Models
In Poster Session 2
heng rao ⋅ Jason Z Zhang ⋅ Yu Gu ⋅ Zhenghao Liu ⋅ Ge Yu ⋅ Jeffrey Su ⋅ Yang Cao ⋅ Fan Yang ⋅ Minghan Chen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #700
StethoLM: Audio Language Model for Cardiopulmonary Analysis Across Clinical Tasks
In Poster Session 2
Yishan Wang ⋅ Tsai-Ning Wang ⋅ Mathias Funk ⋅ Aaqib Saeed
[ Poster]  [ URL]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #708
Physiology-Aware Masked Cross-Modal Reconstruction for Biosignal Representation Learning
In Poster Session 2
Hao Zhou ⋅ Simon Lee ⋅ Cyrus Tanade ⋅ Keum San Chun ⋅ Juhyeon Lee ⋅ Migyeong Gwak ⋅ Megha Thukral ⋅ Justin Sung ⋅ Eugene Hwang ⋅ Mehrab Bin Morshed ⋅ Li Zhu ⋅ Viswam Nathan ⋅ Mahbubur Rahman ⋅ Subramaniam Venkatraman ⋅ Sharanya Desai
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #811
ECG-R1: Protocol-Guided and Modality-Agnostic MLLM for Reliable ECG Interpretation
In Poster Session 2
Jiarui Jin ⋅ Haoyu Wang ⋅ Xingliang Wu ⋅ Xiaocheng Fang ⋅ Xiang Lan ⋅ Zihan Wang ⋅ Deyun Zhang ⋅ Bo Liu ⋅ Yingying Zhang ⋅ Xian Wu ⋅ Hongyan Li ⋅ Shenda Hong
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #709
Physiology as Language: Translating Respiration to EEG during Sleep
In Poster Session 2
Kaiwen Zha ⋅ Chao Li ⋅ Hao He ⋅ Peng Cao ⋅ Tianhong Li ⋅ Ali Mirzazadeh ⋅ Ellen Zhang ⋅ Jong Lee ⋅ Yoon Kim ⋅ Dina Katabi
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #701
Spherical Procrustes Alignment for Reliable Medical Audio Diagnosis
In Poster Session 2
ying wang ⋅ Guoheng Huang ⋅ Chan-Tong Lam ⋅ Xiaochen Yuan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #715
Foundation VAE for CT Reconstruction, Augmentation, and Generation
In Poster Session 2
Qi Chen ⋅ Shuhan Ding ⋅ Yu Gu ⋅ Nan Liu ⋅ Jiang Bian ⋅ Alan Yuille ⋅ Zongwei Zhou ⋅ Jingjing Fu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #704
RiboSphere: Learning Unified and Efficient Representations of RNA Structures
In Poster Session 2
Zhou Zhang ⋅ Hanqun CAO ⋅ Cheng Tan ⋅ Fang Wu ⋅ Pheng Ann Heng ⋅ Tianfan Fu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #806
Co-Generative De Novo Functional Protein Design
In Poster Session 2
XinRui Chen ⋅ YIZHEN LUO ⋅ Siqi Fan ⋅ Zaiqing Nie
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #713
HDTree: Generative Modeling of Cellular Hierarchies for Robust Lineage Inference
In Poster Session 2
Zelin Zang ⋅ WenZhe Li ⋅ Yongjie Xu ⋅ Chang Yu ⋅ Changxi Chi ⋅ Jingbo Zhou ⋅ Zhen Lei ⋅ Stan Z Li
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #707
Position: Beyond Prediction: Toward Verifiable Physiological Waveform Reasoning with Foundation Models and Agentic LLMs
In Poster Session 2
Xiaoda Wang ⋅ Ching Chang ⋅ Defu Cao ⋅ Kaiqiao Han ⋅ Fang Sun ⋅ Yue Huang ⋅ Minxiao Wang ⋅ Chang Xu ⋅ Xiao Luo ⋅ Runze Yan ⋅ Xiangliang Zhang ⋅ Xiao Hu ⋅ Yan Liu ⋅ Yizhou Sun ⋅ Wei Wang ⋅ Carl Yang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #601
Unlocking Cross-Modal Biosignal Synthesis: A Temporally-Aware VAE-Diffusion Model
In Poster Session 2
Chenyang Xu ⋅ Dezhen Wang ⋅ Hao Wang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #814
EpiTwin: Spatiotemporal Graph Transformers for Epileptic sEEG Signal Reconstruction
In Poster Session 2
Jingbo Yang ⋅ Yunfeng Zhao ⋅ Chao Qiu ⋅ Yulin Sun ⋅ Xiuyun Liu ⋅ Xiaofei Wang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #807
DIYHealth Suite: Dataset, Model, and Benchmark for Health Management at Home
In Poster Session 2
Changshuo Liu ⋅ Wu Junran ⋅ Zhongle Xie ⋅ Wenqiao Zhang ⋅ Kaiping Zheng ⋅ Jiaqi Zhu ⋅ Qingpeng Cai ⋅ Gene Anne Ooi ⋅ Marcus CJ Tan ⋅ Jianwei Yin ⋅ James Yip ⋅ Beng Chin Ooi
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #816
Explicit representation of germline and non-germline residues improves antibody language modeling
In Poster Session 2
Jeonghyeon Kim ⋅ Nathaniel Blalock ⋅ Ameya Kulkarni ⋅ Kensuke Nakamura ⋅ Philip Romero
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #716
FlowPET: Physics-Informed Symplectic Flow Matching for Low-Count PET Reconstruction
In Poster Session 2
Zheng Zhang ⋅ Hao Tang ⋅ Yingying Hu ⋅ zhanli hu ⋅ Jing Qin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #710
MedMosaic: A Challenging Large Scale Benchmark of Diverse Medical Audio
In Poster Session 2
Harshit Rajgarhia ⋅ Shuubham Ojha ⋅ Asif Shaik ⋅ Akhil Pothanapalli ⋅ Rachuri Lokesh ⋅ Abhishek Mukherji ⋅ Prasanna Desikan
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #809
Discontinuous Galerkin Neural Operator for Pathology Defocus Deblurring
In Poster Session 2
Shaoqing Duan ⋅ Haofei Song ⋅ Xintian Mao ⋅ Qingli Li ⋅ Yan Wang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #703
SGERA: Stein-Guided ECG-Report Alignment for ECG Representation Learning
In Poster Session 2
Jian Chen ⋅ Yipeng Du ⋅ Wenhao Yuan ⋅ Shuai Wang ⋅ Jinfeng Xu ⋅ Zewei Liu ⋅ Running Zhao ⋅ Edith Ngai
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #812
Effects of Structural Reward Shaping on Biophysical Properties in RL-Trained Plasmid Generators
In Poster Session 2
Anton Thiel ⋅ Angus Cunningham ⋅ Chris P Barnes
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #712
HEARTS: Benchmarking LLM Reasoning on Health Time Series
In Poster Session 2
Sirui Li ⋅ Shuhan Xiao ⋅ Mihir Joshi ⋅ Ahmed Metwally ⋅ Daniel McDuff ⋅ Wei Wang ⋅ Yuzhe Yang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #815
EvoEGF-Mol: Evolving Exponential Geodesic Flow for Structure-based Drug Design
In Poster Session 2
Yaowei Jin ⋅ Junjie Wang ⋅ Cheng Cao ⋅ Penglei Wang ⋅ Duo An ⋅ Qian Shi
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #705
Reference-Free Meta-Learning for Generalized Implicit Neural Representation in Efficient MRI Reconstruction
In Poster Session 2
Haonan Zhang ⋅ Qing Wu ⋅ Xuanyu Tian ⋅ Bowen Li ⋅ Yuyao Zhang ⋅ Hongjiang Wei
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1415
Protein Fold Classification at Scale: Benchmarking and Pretraining
In Poster Session 2
Dexiong Chen ⋅ Andrei Manolache ⋅ Mathias Niepert ⋅ Karsten Borgwardt
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #808
Deep Learning for BioImaging: What Are We Really Learning?
In Poster Session 2
Ivan Svatko ⋅ Maxime Sanchez ⋅ Ihab Bendidi ⋅ Gilles Cottrell ⋅ Auguste Genovesio
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #813
Enhancing Protein-Protein Interaction Prediction with Hierarchical Motif-based Multimodal Protein Embedding
In Poster Session 2
Zaifei YANG ⋅ Samuel Choi ⋅ James Kwok
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #600
TSMGen: Target-Specific Molecule Generation via Higher-Order Structural Dependencies and Context-Aware Bidirectional Fusion
In Poster Session 2
Yaoyu Chen ⋅ Xiaoli Lin ⋅ Ziyi Gong ⋅ Jun Pang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #714
Geometrically Constrained Stenosis Editing in Coronary Angiography via Entropic Optimal Transport
In Poster Session 2
Jialin Li ⋅ Zhuo Zhang ⋅ Cao Yue ⋅ Guipeng Lan ⋅ Jiabao Wen ⋅ Shuai Xiao ⋅ Jiachen Yang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4017
Med-Scout: Curing MLLMs' Geometric Blindness in Medical Perception via Geometry-Aware RL Post-Training
In Poster Session 2
Anglin Liu ⋅ Ruichao Chen ⋅ Yi Lu ⋅ Hongxia Xu ⋅ Jintai Chen
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3803
Structured Multi-modal Graph Disentanglement for Psychiatric Diagnosis
In Poster Session 2
Hongyu Shi ⋅ Kaizhong Zheng ⋅ WS Zhai ⋅ Shuai Jiang ⋅ Badong Chen ⋅ Liangjun Chen
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3811
From Knowledge to Inference: Formalizing Specialized Public Health Reasoning on GlobalHealthAtlas
In Poster Session 2
Zhaokun Yan ⋅ Shan Xu ⋅ Wuzheng Dong ⋅ Zhaohan Liu ⋅ Lijie Feng ⋅ Chengxiao Dai ⋅ Chen Tianqi ⋅ Binfan Liu ⋅ Yunpu Ma ⋅ Wenting Wei ⋅ Yingting Li ⋅ Yi Zhang ⋅ Tongning Wu
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #602
AgentSteerTTS: A Multi-Agent Closed-Loop Framework for Composite-Instruction Text-to-Speech
In Poster Session 2
Bin Kang ⋅ Shaoguo Wen ⋅ Yang Fan ⋅ Shunlong Wu ⋅ Junjie Wang ⋅ Yulin Li ⋅ Junzhi Zhao ⋅ Junle Wang ⋅ Zhuotao Tian
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3817
Breaking the Reference Bottleneck via Learning to Rewrite Conversational Queries without Gold Reference Passages
In Poster Session 2
Doyoung Kim ⋅ Youngjun Lee ⋅ Joeun Kim ⋅ Jihwan Bang ⋅ Hwanjun Song ⋅ Susik Yoon ⋅ Jae-Gil Lee
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #609
AI Engram: In Search of Memory Traces in Artificial Intelligence
In Poster Session 2
Jea Kwon ⋅ Dong-Kyum Kim ⋅ Jiwon Kim ⋅ Yonghyun Kim ⋅ Woong Kook ⋅ MEEYOUNG CHA
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #516
From Associations to Activations: Comparing Behavioral and Hidden-State Semantic Geometry in LLMs
In Poster Session 2
Louis Schiekiera ⋅ Max Zimmer ⋅ Christophe Roux ⋅ Sebastian Pokutta ⋅ Fritz Günther
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #515
How do Humans Process AI-generated Hallucination Contents: a Neuroimaging Study
In Poster Session 2
Shuqi Zhu ⋅ Yi Zhong ⋅ Ziyi Ye ⋅ Bangde Du ⋅ Yujia Zhou ⋅ Qingyao Ai ⋅ Yiqun LIU
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #615
Fine-grained Analysis of Brain-LLM Alignment through Input Attribution
In Poster Session 2
Michela Proietti ⋅ Roberto Capobianco ⋅ Mariya Toneva
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #616
Formalizing the Binding Problem
In Poster Session 2
Lianghuan Huang ⋅ Yihao Li ⋅ Saeed Salehi ⋅ Yingshan Chang ⋅ Ansh Soni ⋅ Konrad Kording
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #605
A Conflict-aware Evidential Framework for Reliable Sleep Stage Classification
In Poster Session 2
Yunzhi Tian ⋅ Dekui Wang ⋅ Qirong Bu ⋅ Wei Zhou ⋅ Xingxing Hao ⋅ Jun Feng
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #610
Biologically plausible heavy-tailed connectivity enhances generalizations on cognitive tasks in recurrent neural networks
In Poster Session 2
Zhe Jiao ⋅ Xiaodong He ⋅ Shanglin Zhou
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #513
Learning Biophysical Models of Large-Scale Multineuronal Data To Enable Precise Neurostimulation
In Poster Session 2
Amrith Lotlikar ⋅ Ian Tanoh ⋅ Praful Vasireddy ⋅ Andrew Lanpouthakoun ⋅ Michael A Sommeling ⋅ Ramandeep Vilkhu ⋅ A.J. Phillips ⋅ Alexander Sher ⋅ Alan Litke ⋅ Scott Linderman ⋅ EJ Chichilnisky ⋅ Subhasish Mitra
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #510
Representational Similarity and Model Behavior in Multi-Agent Interaction
In Poster Session 2
Yujin Potter ⋅ Seun Eisape ⋅ Shiyang Lai ⋅ Alexander Huth ⋅ James Evans ⋅ Been Kim ⋅ Jacob Eisenstein ⋅ Dawn Song ⋅ Alane Suhr
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #508
Vision Language Models Cannot Reason About Physical Transformation
In Poster Session 2
Dezhi Luo ⋅ Yijiang Li ⋅ Maijunxian Wang ⋅ Tianwei Zhao ⋅ Bingyang Wang ⋅ siheng wang ⋅ Pinyuan Feng ⋅ Pooyan Rahmanzadehgervi ⋅ Ziqiao Ma ⋅ Hokin Deng
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #611
Can local learning match self-supervised backpropagation?
In Poster Session 2
Wu S. Zihan ⋅ Ariane Delrocq ⋅ Wulfram Gerstner ⋅ Guillaume Bellec
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #612
Can Vision Language Models Learn Intuitive Physics from Interaction?
In Poster Session 2
Luca M. Schulze Buschoff ⋅ Konstantinos Voudouris ⋅ Can Demircan ⋅ Eric Schulz
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #607
A Factorized Low-Rank RNN Framework for Uncovering Independent Neural Latent Dynamics and Connectivity
In Poster Session 2
Chengrui Li ⋅ Yunmiao Wang ⋅ Yule Wang ⋅ Weihan Li ⋅ Dieter Jaeger ⋅ Anqi Wu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #514
LERD: Latent Event-Relational Dynamics for Neurodegenerative Classification
In Poster Session 2
Yicheng Feng ⋅ Hairong Chen ⋅ Chenyu Liu ⋅ Samir Bhatt ⋅ Hengguan Huang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1612
Position: Hippocampal Explicit Memory Is a Cornerstone to Human-Level AI
In Poster Session 2
Sangjun Park
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #606
A Deep Learning Model of Mental Rotation Informed by Interactive VR Experiments
In Poster Session 2
Raymond Khazoum ⋅ Daniela Fernandes ⋅ Aleksandr Krylov ⋅ Qin Li ⋅ Stephane Deny
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #512
Multi-Integration of Labels Across Categories for Component Identification in Multi-trial Time Series
In Poster Session 2
Noga Mudrik ⋅ Yuxi Chen ⋅ Gal Mishne ⋅ Adam Charles
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #509
Structure Abstraction and Generalization in a Hippocampal-Entorhinal Inspired World Model
In Poster Session 2
Tianqiu Zhang ⋅ Muyang Lyu ⋅ Xiao Liu ⋅ Si Wu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #613
Dynamics and Representation Structure of Local Approximations to Gradient-Based Learning in Linear Recurrent Neural Networks
In Poster Session 2
Ezekiel Williams ⋅ Alexandre Payeur ⋅ Guillaume Lajoie
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #608
A Spiking Heterogeneous Harmonic Resonate-and-Fire State Space Model for Time Series
In Poster Session 2
Kartikay Agrawal ⋅ Vaishnavi N ⋅ Abhijeet Vikram ⋅ Vedant Sharma ⋅ Ayon Borthakur
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #511
NeuronCtrl: Geometry-Aware Safe Closed-Loop Generative Control for Neuronal Microenvironment Dynamics
In Poster Session 2
Haowei Xu ⋅ Yixin Chen ⋅ Wanyi Fu ⋅ Hongbin Han ⋅ Zhaoheng Xie
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #614
Error Amplification Limits ANN-to-SNN Conversion in Continuous Control
In Poster Session 2
Zijie Xu ⋅ Zihan Huang ⋅ Yiting Dong ⋅ Kang Chen ⋅ Wenxuan Liu ⋅ Zhaofei Yu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4601
ProAct: A Benchmark and Multimodal Framework for Structure-Aware Proactive Response
In Poster Session 2
Xiaomeng ZHU ⋅ Fengming ZHU ⋅ Weijie Zhou ⋅ Ye Tian ⋅ Zhenlin Hu ⋅ Yufei Huang ⋅ Yuchun Guo ⋅ Xinyu Wu ⋅ Zhengyou Zhang ⋅ Fangzhen Lin ⋅ Xuantang Xiong
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #400
Decoupling Universal Laws and Environmental Heterogeneity: A Physics-Inspired Framework for Robust Spatio-Temporal Forecasting
In Poster Session 2
Aoyu Liu ⋅ Liming Wei ⋅ YAYING ZHANG
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #403
Towards a Unified Generative Model for Scarce Time Series with Domain Experts
In Poster Session 2
Zihao Yao ⋅ Qi Zheng ⋅ Jiankai Zuo ⋅ YAYING ZHANG
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #501
CHESS: Chebyshev Spectral Synthesis for Trajectory Condensation
In Poster Session 2
Ruituo Wu ⋅ Hongyu Zhang ⋅ Qiang Wang ⋅ Jiawei Du ⋅ Wei Cui ⋅ Ce Zhu ⋅ Bing Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2806
Gated Relational Alignment via Confidence-based Distillation for Efficient VLMs
In Poster Session 2
Yanlong Chen ⋅ Amir Habibian ⋅ Luca Benini ⋅ Yawei Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2208
GradMem: Learning to Write Context into Memory with Test-Time Gradient Descent
In Poster Session 2
Yuri Kuratov ⋅ Matvey Kairov ⋅ Aydar Bulatov ⋅ Ivan Rodkin ⋅ Mikhail Burtsev
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2800
Score Based Error Correcting Code Decoder
In Poster Session 2
Alon Helvits ⋅ Eliya Nachmani
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2809
SALAAD: Sparse And Low-Rank Adaptation via ADMM for Large Language Model Inference
In Poster Session 2
Hao Ma ⋅ Melis Ilayda Bal ⋅ Liang Zhang ⋅ Bingcong Li ⋅ Niao He ⋅ Melanie Zeilinger ⋅ Michael Muehlebach
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2903
FedHera: Towards Drift-Resilient Federated Fine-tuning with Heterogeneous Resources
In Poster Session 2
Ke Xiao ⋅ Qiyuan Wang ⋅ Christos Anagnostopoulos ⋅ Zhuoran Tan ⋅ Wenhao Li
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2002
PinTok: Tokenizers Deserve Dedicated Pinned CPU-Compute and Memory
In Poster Session 2
Sean Choi ⋅ Myungheon Chin ⋅ Ernest Ryu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2112
Leveraging Evidence Priors for Robust Prompt Learning under Noisy Supervision in Vision-Language Models
In Poster Session 2
Junnan Zou ⋅ Zhu Teng ⋅ Wei Zhang ⋅ Ming He ⋅ Jianping Fan
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2207
GIST: Targeted Data Selection for Instruction Tuning via Coupled Optimization Geometry
In Poster Session 2
Guanghui Min ⋅ Tianhao Huang ⋅ Ke Wan ⋅ Chen Chen
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2905
Continual Model Routing in Evolving Model Hubs
In Poster Session 2
Jack Bell ⋅ Giacomo Carfì ⋅ Gerlando Gramaglia ⋅ Vincenzo Lomonaco
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2811
Thoughtbubbles: an Unsupervised Method for Parallel Thinking in Latent Space
In Poster Session 2
Houjun Liu ⋅ Shikhar Murty ⋅ Christopher Manning ⋅ Róbert Csordás
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4105
SparseOpt: Addressing Normalization-induced Gradient Skew in Sparse Training
In Poster Session 2
Adnan Mohammed ⋅ Rohan Jain ⋅ Tom Jacobs ⋅ Ekansh Sharma ⋅ Rahul G. Krishnan ⋅ Rebekka Burkholz ⋅ Yani Ioannou
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #912
Euclean: Automated Geometry Problem Formalization with Unified Verification in Lean
In Poster Session 2
Linbin Tang ⋅ Jingyan You ⋅ Zilin Kang ⋅ Hanzhang Liu ⋅ Sophia Zhang ⋅ Zenan Li ⋅ Chenrui Cao ⋅ Liangcheng Song ⋅ Jiaao Wu ⋅ Xian Zhang ⋅ Fan Yang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2613
RT-Lynx: Putting the GEMM Sparsity In a Right Way for Diffusion Models
In Poster Session 2
Xing Cong ⋅ Hanlin Tang ⋅ Kan Liu ⋅ Lan Tao ⋅ Lin Qu ⋅ chenhao xie
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #506
The Lie We Tell: Correcting the Euclidean Fallacy in Vision Language Action Policies via Score Matching on Tangent Space
In Poster Session 2
Bing-Cheng Chuang ⋅ I-Hsuan Chu ⋅ Bor Jiun Lin ⋅ Yang YuanFu ⋅ Min Sun ⋅ Chun-Yi Lee
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4108
Rethinking Gating Mechanism in Sparse MoE: Handling Arbitrary Modality Inputs with Confidence-Guided Gate
In Poster Session 2
Liangwei Zheng ⋅ Wei Emma Zhang ⋅ Mingyu Guo ⋅ Olaf Maennel ⋅ Weitong Chen
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2114
Learning Unmasking Policies for Diffusion Language Models
In Poster Session 2
Metod Jazbec ⋅ Theo X. Olausson ⋅ Louis Béthune ⋅ Pierre Ablin ⋅ Michael Kirchhof ⋅ Joao Monteiro ⋅ Victor Guilherme Turrisi da Costa ⋅ Jason Ramapuram ⋅ Marco Cuturi
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2908
Trading Complexity for Expressivity Through Structured Generalized Linear Token Mixing
In Poster Session 2
Erwan Fagnou ⋅ Paul Caillon ⋅ Blaise Delattre ⋅ Alexandre Allauzen
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3315
OOVDet: Low-Density Prior Learning for Zero-Shot Out-of-Vocabulary Object Detection
In Poster Session 2
Binyi Su ⋅ chenghao huang ⋅ Chenhaiyong
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2902
FedFit: Federated Dynamic Sparse Training via Fisher Information scoring
In Poster Session 2
Meng Bi ⋅ Hong Huang ⋅ Jinlong Song ⋅ Charles Wang ⋅ Chengming Hu ⋅ Xi Chen ⋅ Ting Yu ⋅ Xue Liu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3309
One Probe Won’t Catch Them All: Towards Targeted Deception Detection
In Poster Session 2
Vikram Natarajan ⋅ Devina Jain ⋅ Shivam Arora ⋅ Satvik Golechha ⋅ Joseph Bloom
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2801
TabPack: Efficient Hyperparameter Ensembles for Tabular Deep Learning
In Poster Session 2
Yury Gorishniy ⋅ Akim Kotelnikov ⋅ Ivan Rubachev ⋅ Artem Babenko
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2803
cMoLLM at Scale: Horizontal Scaling Laws for Convolutionally-Gated Mixture-of-LLMs
In Poster Session 2
Xin Yang ⋅ Yemin Wang ⋅ Mingda Liu ⋅ Letian Li ⋅ Shuaishuai Cao ⋅ ZhengXiao He ⋅ Ryan Dong
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3404
MetaMoE: Diversity-Aware Proxy Selection for Privacy-Preserving Mixture-of-Experts Unification
In Poster Session 2
Weisen Jiang ⋅ Shuhao Chen ⋅ Sinno Jialin Pan
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2509
Unifying Heterogeneous Degradations: Uncertainty-Aware Diffusion Bridge Model for All-in-One Image Restoration
In Poster Session 2
Luwei Tu ⋅ Jiawei Wu ⋅ Xing Luo ⋅ Zhi Jin
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4100
Relative Entropy Estimation in Function Space: Theory and Applications to Trajectory Inference
In Poster Session 2
CHAO WANG ⋅ Luca Nepote ⋅ Giulio Franzese ⋅ Pietro Michiardi
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1800
Threshold-Based Exclusive Batching for LLM Inference
In Poster Session 2
Weifang Zhang ⋅ Yuzhou Nie ⋅ Bowen Pang ⋅ Guangrui Ma ⋅ Shining Wu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3810
Position: Weight Space Should Be a First-Class Generative AI Modality
In Poster Session 2
Zhangyang “Atlas” Wang ⋅ Kai Wang ⋅ Peihao Wang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3012
Reliable Neighborhood-Aware Multi-View Outlier Detection
In Poster Session 2
Huijie Ma ⋅ Haoyuan Xin ⋅ Lei Meng ⋅ Guanzhou Ke ⋅ Yongyong Chen ⋅ Guoqing Chao
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1801
TMS: Trajectory-Mixed Supervision for On-Policy Self Distillation
In Poster Session 2
Rana Khan ⋅ Zijie Liu ⋅ Zhen Tan ⋅ Charles Fleming ⋅ Tianlong Chen
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #112
Efficient Test-time Inference for Generative Planning Models with OCL Search
In Poster Session 2
Robert Gieselmann ⋅ Mihai Samson ⋅ Federico Pecora ⋅ Jeremy Wyatt
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2906
An In-Depth Study on Deep Learning Model Cloning
In Poster Session 2
Bin Hu ⋅ Xiancong Pan ⋅ Dongjin Yu ⋅ Tianyi Hu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2904
Efficient, Property-Aligned Fan-Out Retrieval via RL-Compiled Diffusion
In Poster Session 2
Pengcheng Jiang ⋅ Judith Li ⋅ Moonkyung Ryu ⋅ Lily Hu ⋅ Kun Su ⋅ Zhong Yi Wan ⋅ Liam Hebert ⋅ Hao Peng ⋅ Jiawei Han ⋅ Dima Kuzmin ⋅ Craig Boutilier
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3405
DLM-Scope: Mechanistic Interpretability of Diffusion Language Models via Sparse Autoencoders
In Poster Session 2
Xu Wang ⋅ Bingqing Jiang ⋅ Yu Wan ⋅ Baosong Yang ⋅ Lingpeng Kong ⋅ Difan Zou
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3005
Exploring 3D Dataset Pruning
In Poster Session 2
Xiaohan Zhao ⋅ Xinyi Shang ⋅ Jiacheng Liu ⋅ Zhiqiang Shen
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3003
Conditional Clifford-Steerable CNNs for PDE Modeling
In Poster Session 2
Balint Szarvas ⋅ Maksim Zhdanov
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3016
Transolver-3: Scaling Up Transformer Solvers to Industrial-Scale Geometries
In Poster Session 2
Hang Zhou ⋅ Haixu Wu ⋅ Haonan Shangguan ⋅ Yuezhou Ma ⋅ Huikun Weng ⋅ Jianmin Wang ⋅ Mingsheng Long
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2913
pTNAS: Progressive Neural Architecture Search for Tabular Data
In Poster Session 2
Naili Xing ⋅ Shaofeng Cai ⋅ Lingze Zeng ⋅ Jiaqi Zhu ⋅ Peng LU ⋅ Jian Pei ⋅ Beng Chin Ooi
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #507
Decompose and Recompose: Reasoning New Skills from Existing Abilities for Cross-Task Robotic Manipulation
In Poster Session 2
Xitie Zhang ⋅ Aming WU ⋅ Yahong Han
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #406
Self-Distillation Enables Continual Learning
In Poster Session 2
Idan Shenfeld ⋅ Mehul Damani ⋅ Jonas Hübotter ⋅ Pulkit Agrawal
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3612
Image Restoration via Diffusion Models with Dynamic Resolution
In Poster Session 2
Yang Zheng ⋅ Wen Li ⋅ Zhaoqiang Liu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2802
Unveiling the Role of Data Uncertainty in Tabular Deep Learning
In Poster Session 2
Nikolay Kartashev ⋅ Ivan Rubachev ⋅ Artem Babenko
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1000
SCRWKV: Ultra-Compact Structure-Calibrated Vision-RWKV for Topological Crack Segmentation
In Poster Session 2
Hanxu Zhang ⋅ Chen Jia ⋅ Hui Liu ⋅ Xu Cheng ⋅ Fan Shi ⋅ Shengyong Chen
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3008
LASER: Learning Active Sensing for Continuum Field Reconstruction
In Poster Session 2
Huayu Deng ⋅ Jinghui Zhong ⋅ Xiangming Zhu ⋅ Yunbo Wang ⋅ Xiaokang Yang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3611
Backward SDE–Based Diffusion for Physics-Constrained Generation
In Poster Session 2
Zihao WANG
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4503
FIBER: A Differentially Private Optimizer with Filter-Aware Innovation Bias Correction
In Poster Session 2
MINH DUC DO ⋅ Thao Do ⋅ Minh Hoang ⋅ Anh Le Duc Tran ⋅ Daeyoung Kim ⋅ Huy L Nguyen
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #405
ETS: Energy-Guided Test-Time Scaling for Training-Free RL Alignment
In Poster Session 2
Xiuyu Li ⋅ Jinkai Zhang ⋅ Mingyang Yi ⋅ Yu Li ⋅ Longqiang Wang ⋅ Yue Wang ⋅ Ju Fan
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #810
DuFal: Dual-Frequency-Aware Learning for High-Fidelity Extremely Sparse-view CBCT Reconstruction
In Poster Session 2
Cuong Van ⋅ Trong-Thang Pham ⋅ Ngoc-Son Nguyen ⋅ Duy Nguyen ⋅ Ngan Le
[ Poster]  [ URL]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3014
SPR: A Structured Prompt Refinement Network for Modality Missing
In Poster Session 2
Hao Chen ⋅ Diwei Su ⋅ Zhuo Wang ⋅ Zuwang He ⋅ Menglu Chen ⋅ Xiuxing Li ⋅ Xia Wu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3004
Consistency Deep Equilibrium Models
In Poster Session 2
Junchao Lin ⋅ Zenan Ling ⋅ Jingwen Xu ⋅ Robert Qiu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3010
Principled Zero-shot Ranking Agents with Tournament Graphs
In Poster Session 2
Sheshansh Agrawal ⋅ Thien Nguyen ⋅ Douwe Kiela
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1206
ForensicConcept: Transferable Forensic Concepts for AIGI Detection
In Poster Session 2
Menyanshu Zhou ⋅ Ziyin Zhou ⋅ Ke Sun ⋅ Yunpeng Luo ⋅ Jiayi Ji ⋅ Xiaoshuai Sun ⋅ Rongrong Ji
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3009
Log-Normal Multiplicative Dynamics for Stable Low-Precision Deep Learning
In Poster Session 2
Keigo Nishida ⋅ Eren Mehmet KIRAL ⋅ Kenichi Bannai ⋅ Mohammad Emtiyaz Khan ⋅ Thomas Moellenhoff
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2916
UltraLIF: Fully Differentiable Spiking Neural Networks via Ultradiscretization and Max-Plus Algebra
In Poster Session 2
Jose Marie Antonio Miñoza
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2915
d$^2$p: Structured Soft Attention Is All You Need
In Poster Session 2
Casey Mogilevsky ⋅ Kimberly Liang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4413
Hide&Seek: Learning to Explain in an End-to-End Differentiable Network
In Poster Session 2
Tal Ellinson ⋅ Hadi Mohasel Afshar ⋅ Sally Cripps
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2214
KnapSpec: Self-Speculative Decoding via Adaptive Layer Selection as a Knapsack Problem
In Poster Session 2
Seongjin Cha ⋅ Gyuwan Kim ⋅ Dongsu Han ⋅ Tao Yang ⋅ Insu Han
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4005
PruneFuse: Efficient Data Selection via Weight Pruning and Network Fusion
In Poster Session 2
Humaira Kousar ⋅ Hasnain Irshad Bhatti ⋅ Jaekyun Moon
[ Poster]  [ URL]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1311
Structure-Preserving Learning Improves Geometry Generalization in Neural PDEs
In Poster Session 2
Benjamin Shaffer ⋅ Shawn Koohy ⋅ Brooks Kinch ⋅ M. Ani Hsieh ⋅ Nathaniel Trask
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3000
AugMask: Training Diffusion Models on Incomplete Tabular Data via Stochastic Augmentation and Masking
In Poster Session 2
Jungkyu Kim ⋅ Taeyoung Park ⋅ Kibok Lee
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3007
Forget by Uncertainty: Orthogonal Entropy Unlearning for Quantized Neural Networks
In Poster Session 2
Tian Zhang ⋅ Yujia Tong ⋅ Junhao Dong ⋅ Ke Xu ⋅ Yuze Wang ⋅ Jingling Yuan
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3006
FedPAT: Federated Test-Time Adaptation via Prototype Affinity Topology
In Poster Session 2
Shunxin Guo ⋅ JIAQI LYU ⋅ Zhiqiang Kou ⋅ Shuxia Lin ⋅ Xin Geng
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3015
Stability Analysis of Sharpness-Aware Minimization
In Poster Session 2
Hoki Kim ⋅ Jinseong Park ⋅ Yujin Choi ⋅ Jaewook Lee
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3801
Plasticity Activation via Polar Operator: A Plug-in Method for Balancing Stability and Plasticity
In Poster Session 2
Guodong Zheng ⋅ Enneng Yang ⋅ Xiaoyan Wang ⋅ Yihan Chen ⋅ Feihong He ⋅ Quan Zheng ⋅ Peng Wang ⋅ Li Shen
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3011
Quantifying and Optimizing Simplicity via Polynomial Representations
In Poster Session 2
Tianren Zhang ⋅ Xiangxin Li ⋅ Minghao Xiao ⋅ Guanyu Chen ⋅ Feng Chen
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3514
Neuro-evolutionary Continual Reinforcement Learning
In Poster Session 2
Pengyi Li ⋅ Hongyao Tang ⋅ Yifu Yuan ⋅ Yan Zheng ⋅ Xin Xu ⋅ Jianye Hao
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4604
LoSA: Locality Aware Sparse Attention in Diffusion Language Models
In Poster Session 2
Haocheng Xi ⋅ Harman Singh ⋅ Yuezhou Hu ⋅ Coleman Hooper ⋅ Rishabh Tiwari ⋅ Aditya Tomar ⋅ Minjae Lee ⋅ Wonjun Kang ⋅ Michael Mahoney ⋅ Chenfeng Xu ⋅ Kurt Keutzer ⋅ Amir Gholaminejad
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2909
SSA: Sparse Sparse Attention by Aligning Full and Sparse Attention Outputs in Feature Space
In Poster Session 2
Zhenyi Shen ⋅ Junru Lu ⋅ Lin Gui ⋅ Jiazheng Li ⋅ Yulan He ⋅ di yin ⋅ Xing Sun
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3609
TVI-CoT: Text-Visual Interleaved Chain-of-Thought Reasoning for Multimodal Understanding
In Poster Session 2
Lianyu Hu ⋅ Xiaoyu Ma ⋅ Zeqin Liao ⋅ Yang Liu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3602
Video-o3: Native Interleaved Clue Seeking for Long Video Multi-Hop Reasoning
In Poster Session 2
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
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2805
DyCon: Dynamic Reasoning Control via Evolving Difficulty Modeling
In Poster Session 2
Tengyao Tu ⋅ Yulin Li ⋅ Huiling Zhen ⋅ Libo Qin ⋅ Zhoujun Wei ⋅ Jinghua Piao ⋅ Zhuotao Tian ⋅ Yong Li ⋅ Min zhang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2513
Test-Time Reinforcement Learning for Flow Matching
In Poster Session 2
Jili Chen ⋅ Changqin Huang ⋅ Qionghao Huang ⋅ Yaxin Tu ⋅ Zhonglong Zheng ⋅ Xiaodi Huang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2702
GLAD: Bidirectional Structure-Attribute Alignment via Latent Graph Diffusion Models
In Poster Session 2
Jiankai Zuo ⋅ Yu Zhang ⋅ Yang Zhang ⋅ Zihao Yao ⋅ YAYING ZHANG
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1214
Letting Trajectories Spread: Quality-Preserving Control for Diverse Flow Matching
In Poster Session 2
Jingxuan Wu ⋅ Zhenglin Wan ⋅ Xingrui Yu ⋅ Yuzhe YANG ⋅ Bo An ⋅ Ivor Tsang ⋅ Yang You
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2701
GUDA: Counterfactual Group-wise Training Data Attribution for Diffusion Models via Unlearning
In Poster Session 2
Naoki Murata ⋅ Yuhta Takida ⋅ Chieh-Hsin Lai ⋅ Toshimitsu Uesaka ⋅ Bac Nguyen ⋅ Stefano Ermon ⋅ Yuki Mitsufuji
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3504
Optimizing Few-Step Generation with Adaptive Matching Distillation
In Poster Session 2
Lichen Bai ⋅ zikai ZHOU ⋅ Shitong Shao ⋅ Wenliang Zhong ⋅ Shuo Yang ⋅ Shuo Chen ⋅ Bojun Cheng ⋅ Zeke Xie
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3603
Align Your Trajectory Tangent: Training Better Consistency Models via Manifold-Aligned Tangents
In Poster Session 2
Beomsu Kim ⋅ ByungHee Cha ⋅ Jong Chul YE
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2511
UnHype: CLIP-Guided Hypernetworks for Dynamic LoRA Unlearning
In Poster Session 2
Piotr Wójcik ⋅ Maksym Petrenko ⋅ Wojciech Gromski ⋅ Przemysław Spurek ⋅ Maciej Zieba
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2705
Factored Classifier-Free Guidance
In Poster Session 2
Tian Xia ⋅ Fabio De Sousa Ribeiro ⋅ Rajat Rasal ⋅ Avinash Kori ⋅ Raghav Mehta ⋅ Ben Glocker
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2600
Improving Classifier-Free Guidance of Flow Matching via Manifold Projection
In Poster Session 2
Jian-Feng Cai ⋅ Haixia Liu ⋅ Zhengyi Su ⋅ Chao Wang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2510
Unfolding Generative Flows with Koopman Operators: Trajectory-Preserving Linearization
In Poster Session 2
Erkan Turan ⋅ Ari Siozopoulos ⋅ Louis Martinez ⋅ Julien Gaubil ⋅ Emery Pierson ⋅ Maks Ovsjanikov
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2508
VELR: Efficient Video Reward Feedback via Ensemble Latent Reward Models
In Poster Session 2
Liyu Zhang ⋅ Kehan Li ⋅ Tao Zhou ⋅ Zeyi Huang ⋅ Chao LI ⋅ Jiming Chen
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2606
MidSteer: Optimal Affine Framework for Steering Generative Models
In Poster Session 2
Tatiana Gaintseva ⋅ Andrew Stepanov ⋅ Ziquan Liu ⋅ Martin Benning ⋅ Gregory Slabaugh ⋅ Jiankang Deng ⋅ Ismail Elezi
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2713
Diamond Maps: Efficient Reward Alignment via Stochastic Flow Maps
In Poster Session 2
Peter Holderrieth ⋅ Douglas Chen ⋅ Luca Eyring ⋅ Ishin Shah ⋅ Giri Anantharaman ⋅ Yutong He ⋅ Zeynep Akata ⋅ Tommi Jaakkola ⋅ Nicholas Boffi ⋅ Max Simchowitz
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2603
Joint Enhancement and Classification using Coupled Diffusion Models of Signals and Logits
In Poster Session 2
Gilad Nurko ⋅ Roi Benita ⋅ Yehoshua Dissen ⋅ Tomohiro Nakatani ⋅ Marc Delcroix ⋅ Shoko Araki ⋅ Joseph Keshet
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2715
Categorical Flow Maps
In Poster Session 2
Daan Roos ⋅ Oscar Davis ⋅ Floor Eijkelboom ⋅ Michael Bronstein ⋅ Max Welling ⋅ Ismail Ceylan ⋅ Luca Ambrogioni ⋅ Jan-Willem van de Meent
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2512
The Velocity Deficit: Initial Energy Injection for Flow Matching
In Poster Session 2
Linze Li ⋅ Zong-Wei Hong ⋅ Shen Zhang ⋅ Bo Lin ⋅ Jinglun Li ⋅ Yao Tang ⋅ Jiajun Liang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2610
PortraitRL: Reinforcement Learning for Personalized Portrait Pose Transfer with Multi-Objective Reward Modeling
In Poster Session 2
Jiahui Wu ⋅ Zelong Sun ⋅ Yanbiao Ma ⋅ Zhiwu Lu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1502
InertialAR: Autoregressive 3D Molecule Generation with Inertial Frames
In Poster Session 2
Haorui Li ⋅ weitao du ⋅ Yuqiang Li ⋅ Hongyu Guo ⋅ Shengchao Liu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2706
Evaluating the Representation Space of Diffusion Models via Self-Supervised Principles
In Poster Session 2
Xiao Li ⋅ Yixuan Jia ⋅ Zekai Zhang ⋅ Xiang Li ⋅ Lianghe Shi ⋅ Jinxin Zhou ⋅ Zhihui Zhu ⋅ Liyue Shen ⋅ Qing Qu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2611
Prism-MoE: Efficient Dense-to-MoE Conversion for Visual Autoregressive Generation
In Poster Session 2
Ying Li ⋅ Zefang Wang ⋅ Zhaode Wang ⋅ Zhiwen Chen ⋅ chengfei lv ⋅ Huan Wang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2814
A Kinetic-Energy Perspective of Flow Matching
In Poster Session 2
Ziyun Li ⋅ Huancheng Hu ⋅ Soon Hoe Lim ⋅ Xuyu Li ⋅ Fei Gao ⋅ Enmao Diao ⋅ ZEZHEN DING ⋅ Michalis Vazirgiannis ⋅ Henrik Boström
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2515
Self-Refining Video Sampling
In Poster Session 2
Sangwon Jang ⋅ Taekyung Ki ⋅ Jaehyeong Jo ⋅ Saining Xie ⋅ Jaehong Yoon ⋅ Sung Ju Hwang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2712
DiasR: Dual-Modal Identity-Anchored Sparse Routing for Efficient Multi-Subject Video Generation
In Poster Session 2
Yang-yang Li ⋅ Wu Liu ⋅ Jie Li ⋅ Xinchen Liu ⋅ Yongdong Zhang ⋅ Guoqing Jin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2714
Causal-Adapter: Taming Text-to-Image Diffusion for Faithful Counterfactual Generation
In Poster Session 2
Lei Tong ⋅ Zhihua Liu ⋅ Chaochao Lu ⋅ Dino Oglic ⋅ Tom Diethe ⋅ Philip Teare ⋅ Sotirios Tsaftaris ⋅ Chen Jin
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1102
Reasoning to Edit: Hypothetical Instruction-Based Image Editing with Visual Reasoning
In Poster Session 2
Qingdong He ⋅ Xueqin Chen ⋅ Chaoyi Wang ⋅ Yanjie Pan ⋅ Xiaobin Hu ⋅ Zhenye Gan ⋅ Chengjie Wang ⋅ Xiangtai Li ⋅ Jiangning Zhang ⋅ Yabiao Wang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2616
SALSA-V: Shortcut-Augmented Long-form Synchronized Audio from Videos
In Poster Session 2
Amir Dellali ⋅ Luca Lanzendörfer ⋅ Florian Grötschla ⋅ Roger Wattenhofer
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2711
Dual Optimal Transport for Multi-Concept Composition: Structural Alignment and Texture Injection in Diffusion Models
In Poster Session 2
Hao Fu ⋅ Tianyu Su ⋅ Meng Liu ⋅ Chenfang Yang ⋅ Tian Gan
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2601
In-Context Generation with Regional Constraints for Instructional Video Editing
In Poster Session 2
Zhongwei Zhang ⋅ Fuchen Long ⋅ Wei Li ⋅ Zhaofan Qiu ⋅ Wu Liu ⋅ Ting Yao ⋅ Tao Mei
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1204
FAST-AR: Fast Autoregressive Video Diffusion and World Models with Temporal Cache Compression and Sparse Attention
In Poster Session 2
Dvir Samuel ⋅ Issar Tzachor ⋅ Matan Levy ⋅ Michael Green ⋅ Gal Chechik ⋅ Rami Ben-Ari
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2607
Mean Flow Distillation: Robust and Stable Distillation for Flow Matching Models
In Poster Session 2
An Zhao ⋅ Shengyuan Zhang ⋅ Zhongjian Sun ⋅ Yixiang Zhou ⋅ Zejian Li ⋅ Ling Yang ⋅ Tianrun Chen ⋅ Lingyun Sun
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1104
ReaForest: Fostering Generative Video Reasoning for Spatial Planning
In Poster Session 2
Kun Ouyang ⋅ Yuanxin Liu ⋅ Xinhao Li ⋅ Linli Yao ⋅ Xiangyu Zeng ⋅ Haoning Wu ⋅ Hao Zhou ⋅ Fandong Meng ⋅ Jie Zhou ⋅ Xu SUN
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2807
Motion Attribution for Video Generation
In Poster Session 2
Xindi Wu ⋅ Despoina Paschalidou ⋅ Jun Gao ⋅ Antonio Torralba ⋅ Laura Leal-Taixé ⋅ Olga Russakovsky ⋅ Sanja Fidler ⋅ Jonathan Lorraine
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2615
Rethinking Visual Intelligence: Insights from Video Pretraining
In Poster Session 2
Pablo Acuaviva ⋅ Aram Davtyan ⋅ Mariam Hassan ⋅ Sebastian Stapf ⋅ Ahmad Rahimi ⋅ Alexandre Alahi ⋅ Paolo Favaro
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3613
TMD-Bench: A Multi-Level Evaluation Paradigm for Music–Dance Co-Generation
In Poster Session 2
Xiaoda Yang ⋅ Majun Zhang ⋅ Changhao Pan ⋅ Nick Huang ⋅ Yang Yuguang ⋅ fan zhuo ⋅ Pengfei Zhou ⋅ Jin Zhou ⋅ Sizhe Shan ⋅ Shan Yang ⋅ Miles Yang ⋅ Yang You ⋅ Zhou Zhao
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1203
EgoTactile: Learning Grasp Pressure for Everyday Objects from Egocentric Video
In Poster Session 2
Yuan Zeng ⋅ Yujia Shi ⋅ Tiao Tan ⋅ Xingting Li ⋅ Yaqi Qin ⋅ Zongqing Lu ⋅ Wenming Yang ⋅ Jing-Hao Xue ⋅ Qingmin Liao
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2410
Automatic Layer Selection for Hallucination Detection
In Poster Session 2
Xinpeng Wang ⋅ William Cao ⋅ Andrew Wilson ⋅ Zhe Zeng
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2507
VecDesigner: Exploring Visual Guidance and Structural Consistency for Semantic Typography
In Poster Session 2
Liu Yu ⋅ Xingjiao Wu ⋅ Ziang Liu ⋅ Jiabao Zhao ⋅ Daoguo Dong ⋅ Liang He
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2716
Breaking the Lock-in: Diversifying Text-to-Image Generation via Representation Modulation
In Poster Session 2
Dahee Kwon ⋅ Haeun Lee ⋅ Jaesik Choi
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3606
Restoring Initial Noise Sensitivity in Text-to-Image Distillation through Geometric Alignment
In Poster Session 2
huayang Huang ⋅ Ruoyu Wang ⋅ Jinhui Zhao ⋅ Wei Deng ⋅ Daiguo Zhou ⋅ Jian Luan ⋅ Yu Wu ⋅ Ye Zhu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2707
Envisioning Beyond the Few: Disentangled Semantics and Primitives for Few-Shot Atypical Layout-to-Image Generation
In Poster Session 2
Nan Bao ⋅ Yifan Zhao ⋅ Wenzhuang Wang ⋅ Jia Li
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2602
Infinite Mask Diffusion for Few-Step Distillation
In Poster Session 2
Jaehoon Yoo ⋅ Wonjung Kim ⋅ Chanhyuk Lee ⋅ Seunghoon Hong
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2608
Parameter Manifold Purification
In Poster Session 2
Jiacong Hu ⋅ Jinxun Wu ⋅ Shengxuming Zhang ⋅ Shunyu Liu ⋅ Haofei Zhang ⋅ Mingli Song ⋅ Zunlei Feng
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2612
Temperature Scaling in Discrete Sequence (Language) Models
In Poster Session 2
Hannah Scheufele ⋅ Peter Blohm ⋅ Vikas Garg
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2503
HSMAD: Heterophily-Driven Spectral and Manifold Learning for Graph Anomaly Detection
In Poster Session 2
Chen Zhu ⋅ YAYING ZHANG
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4300
Learning Discriminative and Generalizable Anomaly Detector for Dynamic Graph with Limited Supervision
In Poster Session 2
Yuxing Tian ⋅ Yiyan Qi ⋅ Fengran Mo ⋅ Weixu Zhang ⋅ Jian Guo ⋅ Jian-Yun Nie
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2000
ParEVO: Synthesizing Code for Irregular Data: High-Performance Parallelism through Agentic Evolution
In Poster Session 2
Liu Yang ⋅ Zeyu Nie ⋅ Andrew Liu ⋅ Ruomu Zou ⋅ Deniz Altınbüken ⋅ Amir Yazdanbakhsh ⋅ Quanquan Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1816
daVinci-Dev: Agent-native Mid-training for Software Engineering
In Poster Session 2
Ji Zeng ⋅ Dayuan Fu ⋅ Tiantian Mi ⋅ Zhuang Yumin ⋅ Yaxing Huang ⋅ Xuefeng Li ⋅ Lyumanshan Ye ⋅ Muhang Xie ⋅ Qishuo Hua ⋅ Zhen Huang ⋅ Mohan Jiang ⋅ Hanning Wang ⋅ Shijie Xia ⋅ Yang Xiao ⋅ Jie Sun ⋅ Yunze Wu ⋅ Pengfei Liu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4311
Beyond Problem Solving: UOJ-Bench for Evaluating Code Generation, Hacking, and Repair in Competitive Programming
In Poster Session 2
Tingqiang Xu ⋅ Hangrui Zhou ⋅ Tianle Cai ⋅ Alex Gu ⋅ Kaifeng Lyu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2108
Meta Context Engineering via Agentic Skill Evolution
In Poster Session 2
Haoran Ye ⋅ Xuning He ⋅ Vincent Arak ⋅ Haonan Dong ⋅ Guojie Song
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2315
CATArena: Evaluating Evolutionary Capabilities of Code Agents via Iterative Tournaments
In Poster Session 2
Lingyue Fu ⋅ Xin Ding ⋅ Linyue Pan ⋅ Yaoming Zhu ⋅ Shao Zhang ⋅ Lin Qiu ⋅ Xuezhi Cao ⋅ Xunliang Cai ⋅ Jiaxin Ding ⋅ Weiwen Liu ⋅ Weinan Zhang ⋅ Yong Yu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3713
Trojan-Speak: Bypassing Constitutional Classifiers with No Jailbreak Tax via Adversarial Finetuning
In Poster Session 2
Bilgehan Sel ⋅ Xuanli He ⋅ Alwin Peng ⋅ Ming Jin ⋅ Jerry Wei
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2001
Persona-Pruner: Sculpting Lightweight Models for Role-Playing
In Poster Session 2
Jinsu Kim ⋅ Jihoon Tack ⋅ Noah Lee ⋅ Jongheon Jeong
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2409
AutoRPA: Efficient GUI Automation through LLM-Driven Code Synthesis from Interactions
In Poster Session 2
Minghao Chen ⋅ Xinyi Hu ⋅ Zhou Yu ⋅ Yufei Yin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2403
AMA-Bench: Evaluating Long-Horizon Memory for Agentic Applications
In Poster Session 2
Yujie Zhao ⋅ Boqin Yuan ⋅ Junbo Huang ⋅ Haocheng Yuan ⋅ Zhongming Yu ⋅ Haozhou Xu ⋅ Lanxiang Hu ⋅ Abhilash Shankarampeta ⋅ Zimeng Huang ⋅ Wentao Ni ⋅ Yuandong Tian ⋅ Jishen Zhao
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2313
CodeChemist: Test-Time Scaling for Low-Resource Code Generation via Functional Knowledge Transfer
In Poster Session 2
KaiXin Wang ⋅ Tianlin Li ⋅ Xiaoyu Zhang ⋅ Aishan Liu ⋅ Xianglong Liu ⋅ ziqi liu ⋅ Zhiqiang Zhang ⋅ JUN ZHOU ⋅ Bin Shi
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1902
Structurally Aligned Subtask-Level Memory for Software Engineering Agents
In Poster Session 2
Kangning Shen ⋅ Jingyuan Zhang ⋅ Chenxi Sun ⋅ Wencong Zeng ⋅ Yang Yue
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4309
CUARewardBench: A Benchmark for Evaluating Reward Models for Computer-Using Agents
In Poster Session 2
Haojia Lin ⋅ Xiaoyu Tan ⋅ Yulei Qin ⋅ Zihan Xu ⋅ Yuchen Shi ⋅ Zongyi Li ⋅ Gang Li ⋅ Shaofei Cai ⋅ Siqi Cai ⋅ Yuzheng Cai ⋅ Chaoyou Fu ⋅ Ke Li ⋅ Xing Sun
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #121
Agentic Monte Carlo: Simulating Reinforcement Learning for Black-Box Agents
In Poster Session 2
Daeyon Hwang ⋅ Raunaq Suri ⋅ Valentin Villecroze ⋅ Anthony Caterini ⋅ Jesse Cresswell ⋅ Noël Vouitsis ⋅ Brendan Ross
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2014
RealtimeTool: Parallel Decoding for Real-Time LLM Function Calling
In Poster Session 2
Xiaoxin Shi ⋅ Jiaxin Wan ⋅ Linkang Dong ⋅ Wei Jiang ⋅ Yue Liu ⋅ Zengfeng Huang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2004
Position: Self-Play Only Evolves When Self-Synthetic Pipeline Ensures Learnable Information Gain
In Poster Session 2
Wei Liu ⋅ Siya Qi ⋅ Yali Du ⋅ Yulan He
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3510
The Invisible Lottery: How Subtle Cues Steer Algorithm Choice in LLM Code Generation
In Poster Session 2
Akanksha Narula ⋅ Mofasshara Rafique ⋅ Laurent Bindschaedler
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3314
Training Language Model Agents to Find Vulnerabilities with CTF-Dojo
In Poster Session 2
Terry Yue Zhuo ⋅ Dingmin Wang ⋅ Hantian Ding ⋅ Varun Kumar ⋅ Zijian Wang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3715
DIVE: Scaling Diversity in Agentic Task Synthesis for Generalizable Tool Use
In Poster Session 2
Aili Chen ⋅ Chi Zhang ⋅ Junteng Liu ⋅ Jiangjie Chen ⋅ Chengyu Du ⋅ Yunji Li ⋅ Ming Zhong ⋅ Qin Wang ⋅ Zhengmao Zhu ⋅ Jiayuan Song ⋅ Ke Ji ⋅ Junxian He ⋅ Pengyu Zhao ⋅ Yanghua Xiao
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2105
NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents
In Poster Session 2
Jingzhe Ding ⋅ Shengda Long ⋅ Changxin Pu ⋅ Ge Zhang ⋅ zhou huan ⋅ Hongwan Gao ⋅ Xiang Gao ⋅ Chao He ⋅ Yue Hou ⋅ FEI HU ⋅ Zhaojian Li ⋅ Weiran Shi ⋅ Zaiyuan Wang ⋅ Daoguang Zan ⋅ Chenchen Zhang ⋅ Xiaoxu Zhang ⋅ Chen Qizhi ⋅ cheng ⋅ Bo Deng ⋅ Qingshui Gu ⋅ Kai Hua ⋅ Juntao Lin ⋅ Pai Liu ⋅ Mingchen Li ⋅ Minghao Li ⋅ Xuanguang Pan ⋅ Zifan Peng ⋅ Yujia Qin ⋅ Yong Shan ⋅ Zhewen Tan ⋅ Haoran Wang ⋅ Tom Tang ⋅ Weihao Xie ⋅ Yishuo Yuan ⋅ Jiayu Zhang ⋅ Yunfei Zhao ⋅ He Zhu ⋅ LIYA ZHU ⋅ chenyangzou ⋅ Ming Ding ⋅ Jianpeng Jiao ⋅ Jiaheng Liu ⋅ Liam Liu ⋅ Qian Liu ⋅ Chongyang Tao ⋅ Jian Yang ⋅ Tong Yang ⋅ Zhaoxiang Zhang ⋅ Xinjie Chen ⋅ Wenhao Huang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3601
AOrchestra: Automating Sub-Agent Creation for Agentic Orchestration
In Poster Session 2
Jianhao Ruan ⋅ Zhihao Xu ⋅ Yiran Peng ⋅ Fashen Ren ⋅ Zhaoyang Yu ⋅ Xinbing Liang ⋅ Jinyu Xiang ⋅ Yongru Chen ⋅ Bang Liu ⋅ Chenglin Wu ⋅ Yuyu Luo ⋅ Jiayi Zhang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1905
SimpleMem: Efficient Lifelong Memory for LLM Agents
In Poster Session 2
Jiaqi Liu ⋅ Yaofeng Su ⋅ Peng Xia ⋅ Siwei Han ⋅ Zeyu Zheng ⋅ Cihang Xie ⋅ Mingyu Ding ⋅ Huaxiu Yao
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2210
HeraSys: Collaborative Serving of Multiple LLM Workflows via Fine-Grained End-to-End Optimization
In Poster Session 2
Size Li ⋅ Zhiqing Tang ⋅ Hongrui Liang ⋅ Jianxiong Guo ⋅ Jiong Lou ⋅ Tian Wang ⋅ Weijia Jia
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2201
FormulaCode: Evaluating Agentic Optimization on Large Codebases
In Poster Session 2
Atharva Sehgal ⋅ James Hou ⋅ Akanksha Sarkar ⋅ Ishaan Mantripragada ⋅ Swarat Chaudhuri ⋅ Jennifer Sun ⋅ Yisong Yue
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2404
Agent-Omit: Adaptive Context Omission for Efficient LLM Agents
In Poster Session 2
Yansong Ning ⋅ Jun Fang ⋅ Naiqiang Tan ⋅ Hao Liu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3813
Computational Arbitrage in AI Model Markets
In Poster Session 2
Ricardo Dominguez-Olmedo ⋅ Bernhard Schölkopf ⋅ Moritz Hardt
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2204
FedSDR: Federated Self-Distillation with Rectification
In Poster Session 2
Ziheng Ren ⋅ Zhanming Shen ⋅ Hao Wang ⋅ Ning Liu ⋅ You Song
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2405
AgentExpt: Automating AI Experiment Design with LLM-based Resource Retrieval Agent
In Poster Session 2
Yu Li ⋅ Lehui Li ⋅ Lin Chen ⋅ Qingmin Liao ⋅ Fengli Xu ⋅ Yong Li
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3108
Disentangling Intent from Role: Adversarial Self-Play for Persona-Invariant Safety Alignment
In Poster Session 2
Jiajia Li ⋅ Xiaoyu Wen ⋅ Shuyue Hu ⋅ Qiaosheng Zhang ⋅ Zhen Wang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #409
DeepAnalyze: Agentic Large Language Models for Autonomous Data Science
In Poster Session 2
Shaolei Zhang ⋅ Ju Fan ⋅ Meihao Fan ⋅ Yizhe Liu ⋅ Yuxin Zhang ⋅ Xiaoyong Du
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3217
What Really Improves Mathematical Reasoning: Structured Reasoning Signals Beyond Pure Code
In Poster Session 2
Yuze Zhao ⋅ Junpeng Fang ⋅ Lu Yu ⋅ Zhenya Huang ⋅ Kai Zhang ⋅ Qing Cui ⋅ Qi Liu ⋅ JUN ZHOU ⋅ Enhong Chen
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2113
Learning to Explore: Scaling Agentic Reasoning via Exploration-Aware Policy Optimization
In Poster Session 2
Xingyuan Hua ⋅ Sheng Yue ⋅ Ju Ren
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1805
Towards Pareto-Optimal Tool-Integrated Agents with Pareto Ranking Policy Optimization
In Poster Session 2
Junyi Li ⋅ Xiaowei Qian ⋅ Yingyi Zhang ⋅ Wenlin Zhang ⋅ Guojing Li ⋅ Sheng Zhang ⋅ Xiao Han ⋅ Yichao Wang ⋅ Xiangyu Zhao
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2306
Detecting Errors in AI-Generated Annotations: When and Why Semantic Neighbors Help
In Poster Session 2
Na Di ⋅ Ling Li ⋅ Zhe Tang ⋅ Hao Cheng ⋅ Jinlong Pang ⋅ Jiaheng Wei ⋅ Zhaowei Zhu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1811
Vision-aligned Latent Reasoning for Multi-modal Large Language Model
In Poster Session 2
Byungwoo Jeon ⋅ Yoonwoo Jeong ⋅ Hyunseok Lee ⋅ Minsu Cho ⋅ Jinwoo Shin
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1815
Why Tree-Style Branching Matters for Thought Advantage Estimation in GRPO
In Poster Session 2
Hongcheng Wang ⋅ Yinuo Huang ⋅ Sukai Wang ⋅ Guanghui Ren ⋅ Hao Dong
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2412
Awakening Visual Reasoning: Mitigating Post-Training Failure in Vision-Text Compression
In Poster Session 2
Xing Xi ⋅ Liyao Li ⋅ Hao Chen ⋅ NINGTAO WANG ⋅ Peixian Chen ⋅ peilin tong ⋅ Xing Fu ⋅ Yu Cheng ⋅ Haobo Wang ⋅ Gang Chen ⋅ Junbo Zhao ⋅ Ronghua Luo
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2304
Differential syntactic and semantic encoding in LLMs
In Poster Session 2
Santiago Acevedo ⋅ Alessandro Laio ⋅ Marco Baroni
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1807
TriAttention: Efficient Long Reasoning with Trigonometric KV Compression
In Poster Session 2
Weian Mao ⋅ Xi Lin ⋅ Wei Huang ⋅ Yuxin Xie ⋅ Tianfu Fu ⋅ Bohan Zhuang ⋅ Song Han ⋅ Yukang Chen
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1906
Semantic Cache Distillation: Efficient State Transfer via Reuse and Selective Patching
In Poster Session 2
Qianli Ma ⋅ Zhiqing Tang ⋅ Hanshuai Cui ⋅ Zhi Yao ⋅ Weijia Jia
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2007
Post-Hoc Merging is Not Enough: Many-Shot Model Merging with Loss-Gap Balancing
In Poster Session 2
Kyungjin Im ⋅ Miru Kim ⋅ Chanin Eom ⋅ Minhae Kwon
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2310
Cram Less to Fit More: Training Data Pruning Improves Memorization of Facts
In Poster Session 2
Jiayuan Ye ⋅ Vitaly Feldman ⋅ Kunal Talwar
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1213
LatentLens: Revealing Highly Interpretable Visual Tokens in LLMs
In Poster Session 2
Benno Krojer ⋅ Perampalli Shravan Nayak ⋅ Oscar Mañas ⋅ Vaibhav Adlakha ⋅ Desmond Elliott ⋅ Siva Reddy ⋅ Marius Mosbach
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4415
Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs
In Poster Session 2
Zhongzhi Li ⋅ Xuansheng Wu ⋅ Yijiang Li ⋅ Lijie Hu ⋅ Ninghao Liu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2115
Learning Self-Interpretation from Interpretability Artifacts: Training Lightweight Adapters on Vector-Label Pairs
In Poster Session 2
Keenan Pepper ⋅ Alex McKenzie ⋅ Florin Pop ⋅ Stijn Servaes ⋅ Martin Leitgab ⋅ Michael Vaiana ⋅ Judd Rosenblatt ⋅ Michael Graziano ⋅ Diogo de Lucena
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #404
From Parameters to Data: A Task-Parameter-Guided Fine-Tuning Pipeline for Efficient LLM Alignment
In Poster Session 2
Hao Chen ⋅ Qi Zhang ⋅ Liyao Li ⋅ Zhanming Shen ⋅ Wentao Ye ⋅ Lirong Gao ⋅ NINGTAO WANG ⋅ Xing Fu ⋅ Xiaoyu Shen ⋅ Junbo Zhao
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1911
SINQ: Sinkhorn-Normalized Quantization for Calibration-Free Low-Precision LLM Weights
In Poster Session 2
Lorenz K. Muller ⋅ Philippe Bich ⋅ Jiawei Zhuang ⋅ Ahmet Çelik ⋅ Luca Benfenati ⋅ Lukas Cavigelli
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2300
EchoingPixels: Aliasing-Resistant Joint Token Reduction for Audio-Visual LLMs
In Poster Session 2
Chao Gong ⋅ Depeng Wang ⋅ Zhipeng Wei ⋅ Ya Guo ⋅ Huijia Zhu ⋅ Jingjing Chen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2406
AgentVocab: Structure-Aware Vocabulary Adaptation for Efficient LLM Agents
In Poster Session 2
Kai Bian ⋅ Haosi Mo ⋅ Xuebo Liu ⋅ Shuangyong Song ⋅ Jing Li ⋅ Yongxiang Li ⋅ Min zhang ⋅ Xuelong Li
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4211
Learning More from Less: Unlocking Internal Representations for Benchmark Compression
In Poster Session 2
Yueqi Zhang ⋅ Jin Hu ⋅ Shaoxiong Feng ⋅ Peiwen Yuan ⋅ Xinglin Wang ⋅ Yiwei Li ⋅ Jiayi Shi ⋅ Chuyi Tan ⋅ Ji Zhang ⋅ Boyuan Pan ⋅ Yao Hu ⋅ Kan Li
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2009
ProphetKV: User-Query-Driven Selective Recomputation for Efficient KV Cache Reuse in Retrieval-Augmented Generation
In Poster Session 2
Shihao Wang ⋅ Jiahao Chen ⋅ Yanqi Pan ⋅ Hao Huang ⋅ Yichen Hao ⋅ Xiangyu Zou ⋅ Wen Xia ⋅ Chongyang Qiu ⋅ Wentao Zhang ⋅ PengFei Wang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2506
RGMem: Renormalization Group–inspired Memory Evolution for Language Agents
In Poster Session 2
Ao Tian ⋅ Yunfeng Lu ⋅ Xinxin Fan ⋅ Changhao Wang ⋅ Lanzhi Zhou ⋅ Yeyao Zhang ⋅ Yanfang Liu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2101
PASA: A Principled Embedding-Space Watermarking Approach for LLM-Generated Text under Semantic-Invariant Attacks
In Poster Session 2
Zhenxin Ai ⋅ Haiyun He
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2815
ARC-Decode: Accelerated Decoding with Risk-Bounded Acceptance
In Poster Session 2
Ying Li ⋅ Zhaode Wang ⋅ Zhiwen Chen ⋅ chengfei lv ⋅ Huan Wang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1812
Weight Decay Improves Language Model Plasticity
In Poster Session 2
Tessa Han ⋅ Sebastian Bordt ⋅ Hanlin Zhang ⋅ Sham Kakade
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2314
CLAA: Cross-Layer Attention Aggregation for Accelerating LLM Prefill
In Poster Session 2
Bradley McDanel ⋅ Steven Li ⋅ Harshit Khaitan
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2305
Deterministic Inference across Tensor Parallel Sizes That Eliminates Training-Inference Mismatch
In Poster Session 2
Ziyang Zhang ⋅ Xinheng Ding ⋅ Jiayi Yuan ⋅ Rixin Liu ⋅ Huizi Mao ⋅ Jiarong Xing ⋅ Zirui Liu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2505
d3LLM: Ultra-Fast Diffusion LLM using Pseudo-Trajectory Distillation
In Poster Session 2
Yu-Yang Qian ⋅ Junda Su ⋅ Lanxiang Hu ⋅ Peiyuan Zhang ⋅ Zhijie Deng ⋅ Peng Zhao ⋅ Hao Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2109
Memory-Efficient LLM Pretraining via Minimalist Optimizer Design
In Poster Session 2
Athanasios Glentis ⋅ Jiaxiang Li ⋅ Andi Han ⋅ Mingyi Hong
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2308
DSB: Dynamic Sliding Block Scheduling for Diffusion LLMs
In Poster Session 2
Lizhuo Luo ⋅ Shenggui Li ⋅ Yonggang Wen ⋅ Tianwei Zhang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2810
Sharpness-Aware Pretraining Mitigates Catastrophic Forgetting
In Poster Session 2
Ishaan Watts ⋅ Catherine Li ⋅ Sachin Goyal ⋅ Jacob Mitchell Springer ⋅ Aditi Raghunathan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2907
Effective Distillation to Hybrid xLSTM Architectures
In Poster Session 2
Lukas Hauzenberger ⋅ Niklas Schmidinger ⋅ Thomas Schmied ⋅ Anamaria-Roberta Hartl ⋅ David Stap ⋅ Pieter-Jan Hoedt ⋅ Sebastian Böck ⋅ Günter Klambauer ⋅ Sepp Hochreiter
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2013
Rank-Aware Spectral Bounds on Attention Logits for Stable Low-Precision Training
In Poster Session 2
Seyed Morteza Emadi
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2209
HE-SNR: Uncovering Latent Logic via Entropy for Guiding Mid-Training on SWE-bench
In Poster Session 2
Yueyang Wang ⋅ Jiawei Fu ⋅ Baolong Bi ⋅ Xili Wang ⋅ Xiaoqing Liu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3700
Learning a Zeroth-Order Optimizer for Fine-Tuning LLMs
In Poster Session 2
Kairun Zhang ⋅ Haoyu Li ⋅ Yanjun Zhao ⋅ Yifan Sun ⋅ Huan Zhang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2911
Affine-Scaled Attention: Towards Flexible and Stable Transformer Attention
In Poster Session 2
Jeongin Bae ⋅ baeseong park ⋅ Gunho Park ⋅ Minsub Kim ⋅ Joonhyung Lee ⋅ Junhee Yoo ⋅ Sunghyeon Woo ⋅ Jiwon Ryu ⋅ Se Jung Kwon ⋅ Dongsoo Lee
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2402
AGoQ: Activation and Gradient Quantization for Memory-Efficient Distributed Training of LLMs
In Poster Session 2
WenXiang Lin ⋅ HuangJunTao ⋅ LuHan Zhang ⋅ Lilaiyi ⋅ Xiang Bao ⋅ mengyang zhang ⋅ BingWang Wang ⋅ Shaohuai Shi
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2200
EntroKV: Entropy-Guided Dynamic Budget Allocation for KV-Cache Compression
In Poster Session 2
Wenhao Gao ⋅ Haoran Cao ⋅ Yueyan Li ⋅ YongGao Xiao ⋅ Caixia Yuan ⋅ Xiaojie Wang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2407
ArborKV: Structure-Aware KV Cache Management for Scaling Tree-based LLM Reasoning
In Poster Session 2
Yeqiu Chen ⋅ Ziyan Liu ⋅ Zhenxin Huang ⋅ Runquan Gui ⋅ Hong Wang ⋅ Lei Liu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2011
R2-Router: A New Paradigm for LLM Routing with Reasoning
In Poster Session 2
Jiaqi Xue ⋅ Qian Lou ⋅ Jiarong Xing ⋅ Heng Huang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2008
PowerFlow: Unlocking the Dual Nature of LLMs via Principled Distribution Matching
In Poster Session 2
Ruishuo Chen ⋅ Yu Chen ⋅ Zhuoran Li ⋅ Longbo Huang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #604
Stable-GFlowNet: Toward Diverse and Robust LLM Red-Teaming via Contrastive Trajectory Balance
In Poster Session 2
Minchan Kwon ⋅ Sung Hyun Baek ⋅ Minseo Kim ⋅ Jaemyung Yu ⋅ Dongyoon Han ⋅ Junmo Kim
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1913
Rethinking KV Cache Eviction via a Unified Information-Theoretic Objective
In Poster Session 2
Jiaming Yang ⋅ Chenwei Tang ⋅ Liangli Zhen ⋅ Jiancheng Lv
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2015
Reasoning Cache: Continual Improvement Over Long Horizons via Short-Horizon RL
In Poster Session 2
Ian Wu ⋅ Yuxiao Qu ⋅ Amrith Setlur ⋅ Aviral Kumar
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2102
NorMuon: Making Muon more efficient and scalable
In Poster Session 2
Zichong Li ⋅ Liming Liu ⋅ Chen Liang ⋅ Weizhu Chen ⋅ Tuo Zhao
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #107
AdaRoPE: Not All Attention Heads Should Rotate and Scale Equally
In Poster Session 2
Shaowen Wang ⋅ Yuke Zheng ⋅ Tansheng Zhu ⋅ Shuang Chen ⋅ Shaofan Liu ⋅ Suncong Zheng ⋅ Li Jian
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1809
Universal One-third Time Scaling in Learning Peaked Distributions
In Poster Session 2
Yizhou Liu ⋅ Ziming Liu ⋅ Cengiz Pehlevan ⋅ Jeff Gore
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1814
When Does Sparsity Mitigate the Curse of Depth in LLMs
In Poster Session 2
Yao Yao ⋅ Xinyuan Song ⋅ Sebastian Pokutta ⋅ Max Zimmer ⋅ Nico Pelleriti ⋅ Thomas Hofmann ⋅ Shiwei Liu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2205
ForesightKV: Optimizing KV Cache Eviction for Reasoning Models by Learning Long-Term Contribution
In Poster Session 2
Zican Dong ⋅ Peiyu Liu ⋅ Junyi Li ⋅ Zhipeng Chen ⋅ Han Peng ⋅ Shuo Wang ⋅ Xin Zhao
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3400
IndexMem: Learned KV-Cache Eviction with Latent Memory for Long-Context LLM Inference
In Poster Session 2
Xintong Yang ⋅ Hao Gu ⋅ Binxing Xu ⋅ Lujun Li ⋅ Bei Liu ⋅ Jiacheng Liu ⋅ Qiyuan Zhu ⋅ Yike Guo ⋅ Sirui Han
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2302
Do We Need Adam? Surprisingly Strong and Sparse Reinforcement Learning with SGD in LLMs
In Poster Session 2
Sagnik Mukherjee ⋅ Lifan Yuan ⋅ Pavan Jayasinha ⋅ Dilek Hakkani-Tür ⋅ Hao Peng
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3816
Adversarial Latent Embedding Repair for LLM Continual Learning
In Poster Session 2
Xilin Xia ⋅ Xialiang Tong ⋅ Jie Wang ⋅ Chi Ma ⋅ Shengxue Li ⋅ 白 寅岐 ⋅ Yuhang Jiang ⋅ Xing Li ⋅ Jianye Hao ⋅ Mingxuan Yuan ⋅ Feng Wu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2500
Don't Drop Dropout: Optimizing Layer Sparsity for Efficient LLM Training and Inference
In Poster Session 2
Mostafa Elhoushi ⋅ Alexander Pretko ⋅ Nolan Dey ⋅ Bin Zhang ⋅ Gavia Gray ⋅ Gurpreet Gosal ⋅ Abdulrahman Mahmoud ⋅ Shane Bergsma ⋅ Joel Hestness
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2910
Fast KV Compaction via Attention Matching
In Poster Session 2
Adam Zweiger ⋅ Xinghong Fu ⋅ Han Guo ⋅ Yoon Kim
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1910
Select to Think: Unlocking SLM Potential with Local Sufficiency
In Poster Session 2
Wenxuan Ye ⋅ Yangyang Zhang ⋅ Xueli An ⋅ Georg Carle ⋅ Yunpu Ma
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1904
Skill Neologisms: Towards Skill-based Continual Learning
In Poster Session 2
Antonin Berthon ⋅ Nicolás Astorga ⋅ Mihaela van der Schaar
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2309
Criterion-Conditional In-Context Learning: Evaluating Criterion-Shift Adaptation in Vision-Language Models
In Poster Session 2
Kaiyun Yang ⋅ Ruilin Yang ⋅ Zhimin Yao ⋅ Jikai Wang ⋅ Wei Ge
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2107
Modality-Decoupled Online Recursive Editing
In Poster Session 2
Siyuan Li ⋅ Youyuan Zhang ⋅ Fangming Liu ⋅ Jing Li
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3214
DARC: Disagreement-Aware Alignment via Risk-Constrained Decoding
In Poster Session 2
mingxi Zou ⋅ Jiaxiang Chen ⋅ Junfan Li ⋅ Langzhang Liang ⋅ Qifan Wang ⋅ Xu Yinghui ⋅ Zenglin Xu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1901
TEAM: Temporal–Spatial Consistency Guided Expert Activation for MoE Diffusion Language Model Acceleration
In Poster Session 2
LINYE WEI ⋅ Zixiang Luo ⋅ Pingzhi Tang ⋅ Meng Li
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2303
Dive into the Scene: Breaking the Perceptual Bottleneck in Vision-Language Decision Making via Focus Plan Generation
In Poster Session 2
Boyuan Xiao ⋅ Bohong Chen ⋅ Yumeng Li ⋅ Ji Feng ⋅ Yao-Xiang Ding ⋅ Kun Zhou
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1907
Self-Augmenting Retrieval for Diffusion Language Models
In Poster Session 2
Paul Jünger ⋅ Justin Lovelace ⋅ Linxi Zhao ⋅ Dongyoung Go ⋅ Kilian Weinberger
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2311
Continuous Diffusion Models Can Obey Formal Syntax
In Poster Session 2
Jinwoo Kim ⋅ Taylor Berg-Kirkpatrick ⋅ Loris D'Antoni
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2804
$L^3$: Large Lookup Layers
In Poster Session 2
Albert Tseng ⋅ Chris De Sa
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2012
RaGEP: Rank-aware Geometric Expert Pruning for Mixture-of-Experts Language Models
In Poster Session 2
Wentao Hu ⋅ Zeyu Zhu ⋅ Mingkuan Zhao ⋅ Zhenhua An ⋅ Yanbo Zhai ⋅ Shanhong yu ⋅ Huilin Zhou ⋅ Xin Lai ⋅ Xiaoyan Zhu ⋅ Jiayin Wang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2111
Logit-Attention Divergence: Mitigating Position Bias in Multi-Image Retrieval via Attention-Guided Calibration
In Poster Session 2
Mingtao Xian ⋅ Yifeng Yang ⋅ Qinying Gu ⋅ Xinbing Wang ⋅ Nanyang Ye
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1908
Compute Where it Counts: Self Optimizing Language Models
In Poster Session 2
Yash Akhauri ⋅ Mohamed Abdelfattah
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2808
Rethinking Sparse Mixture of Experts from a Unified Perspective
In Poster Session 2
Giang Do ⋅ Hung Le ⋅ Truyen Tran
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1806
Transport and Merge: Cross-Architecture Merging for Large Language Models
In Poster Session 2
Chenhang Cui ⋅ Binyun Yang ⋅ Fei Shen ⋅ Yuxin Chen ⋅ Jingnan Zheng ⋅ Xiang Wang ⋅ An Zhang ⋅ Tat-Seng Chua
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2212
Hista and Numca: Estimate State Value Effectively for Large Language Model Reinforcement Learning
In Poster Session 2
Zizhe Chen ⋅ Jiqian Dong ⋅ Yizhou Tian ⋅ Garry YANG ⋅ Yongqiang Chen ⋅ Zhitang Chen ⋅ James Cheng
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2104
NanoQuant: Efficient Sub-1-Bit Quantization of Large Language Models
In Poster Session 2
Hyochan Chong ⋅ Dongkyu Kim ⋅ Changdong Kim ⋅ Minseop Choi
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1914
Rethinking 1-bit Optimization Leveraging Pre-trained Large Language Models
In Poster Session 2
Zhijun Tu ⋅ Jian Li ⋅ Yuanyuan Xi ⋅ Siqi Liu ⋅ Chuanjian Liu ⋅ Hanting Chen ⋅ Jie Hu ⋅ Yunhe Wang
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2301
E-VAds: An E-commerce Short Videos Understanding Benchmark for MLLMs
In Poster Session 2
Xianjie Liu ⋅ Yiman Hu ⋅ Liang Wu ⋅ Ping Hu ⋅ Yixiong Zou ⋅ Jian Xu ⋅ Bo Zheng
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3413
OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration
In Poster Session 2
Shaobo Wang ⋅ Xuan Ouyang ⋅ Tianyi Xu ⋅ Yuzheng Hu ⋅ Jialin Liu ⋅ Guo Chen ⋅ Tianyu Zhang ⋅ Junhao Zheng ⋅ Kexin Yang ⋅ Xingzhang Ren ⋅ Dayiheng Liu ⋅ Linfeng Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3605
SpecForge: A Flexible and Efficient Open-Source Training Framework for Speculative Decoding
In Poster Session 2
Shenggui Li ⋅ Chao Wang ⋅ YIKAI ZHU ⋅ Yubo Wang ⋅ Fan Yin ⋅ Shuai Shi ⋅ YefeiChen ⋅ Xiaomin Dong ⋅ Qiaoling Chen ⋅ Jin Pan ⋅ Ji Li ⋅ Yineng Zhang ⋅ Lei Yu ⋅ Yonggang Wen ⋅ Ivor Tsang ⋅ Tianwei Zhang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3106
Jailbreaking Vision-Language Models Through the Visual Modality
In Poster Session 2
Aharon Azulay ⋅ Jan Dubiński ⋅ Zhuoyun Li ⋅ Atharv Mittal ⋅ Yossi Gandelsman
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2110
MLUBench: A Benchmark for Lifelong Unlearning Evaluation in MLLMs
In Poster Session 2
He Li ⋅ Haoang Chi ⋅ Qizhou Wang ⋅ Yunxin Mao ⋅ Zhiheng Zhang ⋅ Jie Tan ⋅ Tongliang Liu ⋅ Wenjing Yang ⋅ Bo Han
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2307
Detecting Contextual Hallucinations in Large Language Models with Frequency-Aware Attention
In Poster Session 2
Siya Qi ⋅ Yudong Chen ⋅ Runcong Zhao ⋅ Qinglin Zhu ⋅ Zhanghao Hu ⋅ Wei Liu ⋅ Yulan He ⋅ Zheng Yuan ⋅ Lin Gui
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2010
PuzzleMoE: Efficient Compression of Large Mixture-of-Experts Models via Sparse Expert Merging and Bit-packed inference
In Poster Session 2
Yushu Zhao ⋅ Zheng Wang ⋅ Minjia Zhang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2116
Language Model Networks: Supervision-Efficient Learning through Dense Communication
In Poster Session 2
Shiguang Wu ⋅ Yaqing Wang ⋅ QUANMING YAO
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1802
The Labyrinth and the Thread: Rethinking Regularizations in Sequential Knowledge Editing for Large Language Models
In Poster Session 2
Zheng Wang ⋅ Kaixuan Zhang ⋅ Wanfang Chen ⋅ Jingwen Zhang ⋅ Xiaonan Lu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2408
AugServe: Adaptive Request Scheduling for Augmented Large Language Model Inference Serving
In Poster Session 2
Ying Wang ⋅ Zhen Jin ⋅ Zhenqian Chen ⋅ Jiexiong Xu ⋅ Wenhai Lin ⋅ Yiquan Chen ⋅ Wenzhi CHEN
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2415
Bounded Hyperbolic Tangent: A Stable and Efficient Alternative to Pre-Layer Normalization in Large Language Models
In Poster Session 2
Hoyoon Byun ⋅ Youngjun Choi ⋅ Taero Kim ⋅ Sungrae Park ⋅ Kyungwoo Song
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2213
Injecting Distributional Awareness into MLLMs via Reinforcement Learning for Deep Imbalanced Regression
In Poster Session 2
Yao DU ⋅ Shanshan Song ⋅ Xiaomeng Li
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2411
Autoregressive Language Models are Secretly Energy-Based Models: Insights into the Lookahead Capabilities of Next-Token Prediction
In Poster Session 2
Mathieu Blondel ⋅ Michael Sander ⋅ Germain Vivier-Ardisson ⋅ Tianlin Liu ⋅ Vincent Roulet
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3017
Training-Trajectory-Aware Token Selection
In Poster Session 2
Zhanming Shen ⋅ Jiaqi Hu ⋅ Zeyu Qin ⋅ Hao Chen ⋅ Wentao Ye ⋅ Zenan Huang ⋅ Yihong Zhuang ⋅ Guoshan Lu ⋅ Junlin Zhou ⋅ Junbo Zhao
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2703
Certain Head, Uncertain Tail: Expert-Sample for Test-Time Scaling in Fine-Grained MoE
In Poster Session 2
Yuanteng Chen ⋅ Peisong Wang ⋅ Nanxin Zeng ⋅ Yuantian Shao ⋅ Shuang Qiu ⋅ Gang Li ⋅ Jing Liu ⋅ Jian Cheng
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3216
Block Rotation is All You Need for MXFP4 Quantization
In Poster Session 2
Yuantian Shao ⋅ Peisong Wang ⋅ Yuanteng Chen ⋅ Chang Xu ⋅ Zhihui Wei ⋅ Jian Cheng
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2211
HiMAP-Travel: Hierarchical Multi-Agent Planning for Long-Horizon Constrained Travel
In Poster Session 2
The Viet Bui ⋅ Wenjun Li ⋅ Yong Liu
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2817
Orthogonal Hierarchical Decomposition for Structure-Aware Table Understanding with Large Language Models
In Poster Session 2
Bin Cao ⋅ huixian lu ⋅ chenwen ma ⋅ Ting Wang ⋅ Ruizhe Li ⋅ JING FAN
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2103
How Far Ahead Do LLMs Plan? Uncovering the Latent Horizon in Chain-of-Thought Reasoning
In Poster Session 2
Liyan Xu ⋅ Mo Yu ⋅ Fandong Meng ⋅ Jie Zhou
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4603
Video2GUI: Synthesizing Large-Scale Interaction Trajectories for Generalized GUI Agent Pretraining
In Poster Session 2
Weimin Xiong ⋅ Shuhao Gu ⋅ Bowen Ye ⋅ Zihao Yue ⋅ Lei Li ⋅ Feifan Song ⋅ Sujian Li ⋅ Hao Tian
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1909
Selective Deferred Routing: Enabling Cost-Efficient Collaboration between Local SLMs and Remote LLMs
In Poster Session 2
Qijun Miao ⋅ Zhixuan Fang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2514
DTKG: Dual-Track Knowledge Graph-Verified Reasoning Framework for Multi-Hop QA
In Poster Session 2
Changhao Wang ⋅ Yanfang Liu ⋅ Xinxin Fan ⋅ Ao Tian ⋅ Lanzhi Zhou ⋅ Yunfeng Lu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3917
Reasoning Quality Emerges Early: Data Curation for Reasoning Models
In Poster Session 2
Hongyi Jin ⋅ Wenhan Yang ⋅ Meysam Ghaffari ⋅ Carlos Morato ⋅ Baharan Mirzasoleiman
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1707
Beyond Tokens: Enhancing RTL Quality Estimation via Structural Graph Learning
In Poster Session 2
Yi Liu ⋅ Hongji Zhang ⋅ Yiwen Wang ⋅ Dimitrios Tsaras ⋅ Lei Chen ⋅ Mingxuan Yuan ⋅ Qiang Xu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1602
SOLAR: Self-supervised Joint Learning for Symmetric Multimodal Retrieval
In Poster Session 2
Wenjie Yang ⋅ Hang Yu ⋅ Yuyu Guo ⋅ Peng Di
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3408
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training
In Poster Session 2
Haixu Wu ⋅ Minghao Guo ⋅ Zongyi Li ⋅ Zhiyang Dou ⋅ Mingsheng Long ⋅ Kaiming He ⋅ Wojciech Matusik
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1705
Directional Neural Collapse Explains Few-Shot Transfer in Self-Supervised Learning
In Poster Session 2
Achleshwar Luthra ⋅ Yash Salunkhe ⋅ Tomer Galanti
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1702
IdEst: Assessing Self-Supervised Learning Representations via Intrinsic Dimension
In Poster Session 2
Julie Mordacq ⋅ Vicky Kalogeiton ⋅ Steve Oudot
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1600
Rectified LpJEPA: Joint-Embedding Predictive Architectures with Sparse and Maximum-Entropy Representations
In Poster Session 2
Yilun Kuang ⋅ Yash Dagade ⋅ Tim G. J. Rudner ⋅ Randall Balestriero ⋅ Yann LeCun
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1610
VJEPA: Variational Joint Embedding Predictive Architectures as Probabilistic World Models
In Poster Session 2
Yongchao Huang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1609
Understanding Self-Supervised Learning via Latent Distribution Matching
In Poster Session 2
Fabian A Mikulasch ⋅ Friedemann Zenke
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3604
Joint-Embedding Predictive Learning of Latent Market States in U.S. Equities
In Poster Session 2
Simon Mahns ⋅ Randall Balestriero ⋅ Mahmoud Assran
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1608
Topology-Aware Contrastive Learning: Regulating Representation Connectivity via Persistent Homology
In Poster Session 2
Jiaxin Sun ⋅ Yuhua Qian ⋅ Yang Wang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3805
When Softmax Fails at the Top: Extreme‑Value Corrections for InfoNCE
In Poster Session 2
Hasan Sabri Melihcan Erol ⋅ Suat Evren ⋅ Oktay Ozel ⋅ Alexander Morgan ⋅ Jongha (Jon) Ryu ⋅ Lizhong Zheng
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3001
Brep2Shape: Boundary and Shape Representation Alignment via Self-supervised Transformers
In Poster Session 2
Yuanxu Sun ⋅ Yuezhou Ma ⋅ Haixu Wu ⋅ Guanyang Zeng ⋅ Muye Chen ⋅ Jianmin Wang ⋅ Mingsheng Long
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3802
Self-Supervised Weight Templates for Scalable Vision Model Initialization
In Poster Session 2
Yucheng Xie ⋅ Fu Feng ⋅ Ruixiao Shi ⋅ Jing Wang ⋅ Yong Rui ⋅ Xin Geng
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1916
Reliable Thinking with Images
In Poster Session 2
Haobin Li ⋅ Yutong Yang ⋅ Yijie Lin ⋅ daixiang ⋅ Mouxing Yang ⋅ Xi Peng
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1605
Self-Supervised Learning as Discrete Communication
In Poster Session 2
Kawtar Zaher ⋅ Ilyass Moummad ⋅ Olivier Buisson ⋅ Alexis Joly
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3508
Riemannian Metric Matching for Scalable Geometric Modeling of Distributions
In Poster Session 2
Jacob Bamberger ⋅ Adam Gosztolai ⋅ Pierre Vandergheynst ⋅ Michael Bronstein ⋅ Iolo Jones
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1106
Prompt Tuning for CLIP on the Pretrained Manifold
In Poster Session 2
Xi Yang ⋅ Yuanrong Xu ⋅ Weigang Zhang ⋅ Guangming Lu ⋅ David Zhang ⋅ Jie Wen
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4006
3D-DLP: Self-supervised 3D Object-centric Scene Representation Learning
In Poster Session 2
Ellina Zhang ⋅ Madhavan Iyengar ⋅ Amir Zadeh ⋅ Chuan Li ⋅ David Held ⋅ Deepak Pathak ⋅ Tal Daniel
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1603
Segment-driven Structural Induction and Semantic Alignment for Heterogeneous Tabular Representation
In Poster Session 2
Woojun Jung ⋅ Susik Yoon
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1606
Separating Representation from Reconstruction Enables Scalable Text Encoders
In Poster Session 2
Megi Dervishi ⋅ Mathurin VIDEAU ⋅ Yann LeCun
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1706
Bio-Inspired Self-Supervised Learning for Wrist-worn Accelerometer Data
In Poster Session 2
Prithviraj Tarale ⋅ Kiet Chu ⋅ Abhishek Varghese ⋅ Kai-Chun Liu ⋅ Maxwell A. Xu ⋅ Mohit Iyyer ⋅ Sunghoon Lee
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1611
Var-JEPA: A Variational Formulation of the Joint-Embedding Predictive Architecture – Bridging Predictive and Generative Self-Supervised Learning
In Poster Session 2
Moritz Gögl ⋅ Christopher Yau
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1700
Learning Sparse Visual Representations via Spatial-Semantic Factorization
In Poster Session 2
Theodore Z. Zhao ⋅ Sid Kiblawi ⋅ Jianwei Yang ⋅ Naoto Usuyama ⋅ Reuben Tan ⋅ Noel Codella ⋅ Tristan Naumann ⋅ Hoifung Poon ⋅ Mu Wei
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1704
From Denoising to De-Channeling: Integrating Physical Channel Priors into Diffusion Models for Radio Signal Understanding
In Poster Session 2
Yaoqi Liu ⋅ Jin Wang ⋅ Chunchen Wang ⋅ Hui Wang ⋅ Chuan Shi
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3311
Bayesian Gated Non-Negative Contrastive Learning
In Poster Session 2
Peng Cui ⋅ Jiahao Zhang ⋅ Lijie Hu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1309
3DPoV: Improving 3D understanding via Patch Ordering on Videos
In Poster Session 2
Ioana Simion ⋅ Mohammadreza Salehi ⋅ Shashanka Venkataramanan ⋅ Cees Snoek ⋅ Yuki Asano
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1701
Interpretable Self-Supervised Learning via Representer Landmarks and Nyström Approximation
In Poster Session 2
Maedeh Zarvandi ⋅ Michael Timothy ⋅ Theresa Wasserer ⋅ Debarghya Ghoshdastidar
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1703
Global Geometry Is Not Enough for Vision Representations
In Poster Session 2
Jiwan Chung ⋅ Seon Joo Kim
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1713
Smoothing Slot Attention Iterations and Recurrences
In Poster Session 2
Rongzhen Zhao ⋅ Wenyan Yang ⋅ Kannala Juho ⋅ Joni Pajarinen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1607
Supervised Graph Contrastive Learning for Gene Regulatory Networks
In Poster Session 2
Sho Oshima ⋅ Yuji Okamoto ⋅ Taisei Tosaki ⋅ Ryosuke Kojima
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1601
Rethinking Temporal Consistency in Video Object-Centric Learning: From Prediction to Correspondence
In Poster Session 2
Zhiyuan Li ⋅ Rongzhen Zhao ⋅ Wenyan Yang ⋅ Wenshuai Zhao ⋅ Pekka Marttinen ⋅ Joni Pajarinen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2704
Factored Latent Action World Models
In Poster Session 2
Zizhao Wang ⋅ Chang Shi ⋅ Jiaheng Hu ⋅ Kevin Rohling ⋅ Roberto Martín-Martín ⋅ Amy Zhang ⋅ Peter Stone
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1604
Self-Supervised Dynamical System Representations for Physiological Time-Series
In Poster Session 2
Yenho Chen ⋅ Maxwell A. Xu ⋅ James Rehg ⋅ Christopher Rozell
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2501
SAOT: Self-Supervised Continual Graph Learning with Structure-Aware Optimal Transport
In Poster Session 2
Yuting Zhang ⋅ Zhitao Xiao ⋅ Zhitao Xiao ⋅ Lei Geng ⋅ Yanwei Pang ⋅ Xiao Wang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2604
Learning Coupled Continuous-Time Latent Dynamics from Irregular Events
In Poster Session 2
Jiankai Zuo ⋅ Yang Zhang ⋅ Yu Zhang ⋅ Jiarui Liang ⋅ YAYING ZHANG
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #502
Bridging Time and Frequency: A Joint Modeling Framework for Irregular Multivariate Time Series Forecasting
In Poster Session 2
Xiangfei Qiu ⋅ Kangjia Yan ⋅ Xvyuan Liu ⋅ Xingjian Wu ⋅ Jilin Hu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #401
From Observations to States: Latent Time Series Forecasting
In Poster Session 2
Jie Yang ⋅ Yifan Hu ⋅ Yuante Li ⋅ Kexin Zhang ⋅ Kaize Ding ⋅ Philip Yu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4605
Functional building blocks of neural networks: from network motifs to collective dynamics
In Poster Session 2
Jian Zhang ⋅ Yue Sun ⋅ Wangzi Yao ⋅ Tielin Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2117
Branch Scaling Manifests as Implicit Architectural Regularization for Improving Generalization in Overparameterized ResNets
In Poster Session 2
Zixiong Yu ⋅ Guhan Chen ⋅ Jianfa Lai ⋅ Bohan Li ⋅ Songtao Tian
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3903
Unifying Stacking and Cascading for Efficient Ensemble Inference
In Poster Session 2
Ashwin Colaço ⋅ Sharad Mehrotra ⋅ Michael De Lucia ⋅ Kevin Hamlen ⋅ Murat Kantarcioglu ⋅ Latifur Khan ⋅ Ananthram Swami ⋅ Bhavani Thuraisingham ⋅ Unnat Jain
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2709
Efficient Test-Time Scaling via Hierarchical Search and Self-Verification for Discrete Diffusion Language Models
In Poster Session 2
Jinbin Bai ⋅ Yixuan Li ⋅ Yuchen Zhu ⋅ Yi Xin ⋅ Qingyu Shi ⋅ Aosong Feng ⋅ Xiaohong Liu ⋅ Molei Tao ⋅ Jianru Xue ⋅ Xiangtai Li ⋅ Ming-Hsuan Yang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1711
Fix the Loss, Not the Radius: Rethinking the Adversarial Perturbation of Sharpness-Aware Minimization
In Poster Session 2
Jinping Wang ⋅ Qinhan Liu ⋅ Zhiwu Xie ⋅ Zhiqiang Gao
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3706
One-Shot Weighted Ensemble Estimation for Federated Quantile Regression: Optimal Statistical Guarantees under Heterogeneous Structured Data
In Poster Session 2
Guang Yang ⋅ Bo Pan ⋅ Chengdi Lian ⋅ Xingcai Zhou ⋅ Linglong Kong ⋅ Yafei Wang ⋅ Bei Jiang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4414
Transport Clustering: Solving Low-Rank Optimal Transport via Clustering
In Poster Session 2
Henri Schmidt ⋅ Peter Halmos ⋅ Benjamin Raphael
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3901
Prototype-guided Bilateral Alignment Multimodal Federated Learning
In Poster Session 2
Tianchi Liao ⋅ Lele Fu ⋅ Sheng Huang ⋅ Qing Hu ⋅ Hong-Ning Dai ⋅ Chuan Chen
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4106
Sequential Kernel-based Conditional Independence Testing via Adaptive Betting
In Poster Session 2
Zheng He ⋅ Danica J Sutherland
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #412
Zero-Flow Encoders
In Poster Session 2
Yakun Wang ⋅ Leyang Wang ⋅ Song Liu ⋅ Taiji Suzuki
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3902
TimeLAVA: Learning-Agnostic Valuation for Time Series Data
In Poster Session 2
Wenqin Liu ⋅ Weizhi Quan ⋅ Aoqi Zuo ⋅ Erdun Gao ⋅ Vu Nguyen ⋅ Dino Sejdinovic ⋅ Howard Bondell ⋅ Mingming Gong
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4101
On Uniform Error Bounds for Kernel Regression under Non-Gaussian Noise
In Poster Session 2
Johannes Teutsch ⋅ Oleksii Molodchyk ⋅ Marion Leibold ⋅ Timm Faulwasser ⋅ Armin Lederer
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3904
HASTE: Hardware-Aware Dynamic Sparse Training for Large Output Spaces
In Poster Session 2
Nasib Ullah ⋅ Jinbin Zhang ⋅ Jean Lucien Randrianantenaina ⋅ Erik Schultheis ⋅ Rohit Babbar
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4107
Rethinking Parameter Sharing as Graph Coloring for Structured Compression
In Poster Session 2
Boyang Zhang ⋅ Daning Cheng ⋅ Yunquan Zhang ⋅ Fangming Liu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4103
DiScoFormer: Plug-In Density and Score Estimation with Transformers
In Poster Session 2
Vasily Ilin ⋅ Peter Sushko ⋅ Ranjay Krishna
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4102
Kernel-based Maximum-of-difference Test for Two-sample Comparison
In Poster Session 2
Dan Pu ⋅ Tianyi Zhu ⋅ Yao Yan ⋅ Wei Lan
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4104
Conditional KRR: Injecting Unpenalized Features into Kernel Methods with Applications to Kernel Thresholding
In Poster Session 2
Rustem Takhanov ⋅ Zhenisbek Assylbekov
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #505
VLA-Arena: An Open-Source Framework for Benchmarking Vision-Language-Action Models
In Poster Session 2
Borong Zhang ⋅ Jiahao Li ⋅ Jiachen Shen ⋅ Yuhao Zhang ⋅ Yishuai Cai ⋅ Yuanpei Chen ⋅ Juntao Dai ⋅ Jiaming Ji ⋅ Yaodong Yang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4207
InteractBench: Benchmarking LLMs on Competitive Programming under Unrevealed Information
In Poster Session 2
Jiaze Li ⋅ Aocheng Shen ⋅ Bing Liu ⋅ Boyu Zhang ⋅ Xiaoxuan Fan ⋅ Qiankun Zhang ⋅ Xianjun Deng
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4201
Fix Before Search: Benchmarking Agentic Visual Query Pre-processing in Multimodal Retrieval-augmented Generation
In Poster Session 2
Shenglai Zeng ⋅ Jiankun Zhang ⋅ Kai Guo ⋅ Xinnan Dai ⋅ Hui Liu ⋅ Jiliang Tang ⋅ Yi Chang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4203
GameDevBench: Evaluating Agentic Capabilities Through Game Development
In Poster Session 2
Wayne Chi ⋅ Yixiong Fang ⋅ Arnav Yayavaram ⋅ Siddharth Yayavaram ⋅ Seth Karten ⋅ Qiuhong Anna Wei ⋅ Runkun Chen ⋅ Alexander Wang ⋅ Valerie Chen ⋅ Ameet Talwalkar ⋅ Chris Donahue
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4204
How can we assess human-agent interactions? Case studies in software agent design
In Poster Session 2
Valerie Chen ⋅ Rohit Malhotra ⋅ Xingyao Wang ⋅ Juan Michelini ⋅ Xuhui Zhou ⋅ Aditya Bharat Soni ⋅ Hoang Tran ⋅ Calvin Smith ⋅ Ameet Talwalkar ⋅ Graham Neubig
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3812
SciAgentGym: Benchmarking Multi-Step Scientific Tool-Use in LLM Agents
In Poster Session 2
Yujiong Shen ⋅ Yajie Yang ⋅ Zhiheng Xi ⋅ Binze Hu ⋅ Huayu Sha ⋅ Qiyuan Peng ⋅ Jiazheng Zhang ⋅ Junlin Shang ⋅ Jixuan Huang ⋅ Yutao Fan ⋅ Jingqi Tong ⋅ Ming Zhang ⋅ Shihan Dou ⋅ Zhenfei Yin ⋅ Xingjun Ma ⋅ LEI BAI ⋅ Tao Gui ⋅ Qi Zhang ⋅ Xuanjing Huang ⋅ Yu-Gang Jiang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2813
VenusBench-Mobile: A Challenging and User-Centric Benchmark for Mobile GUI Agents with Capability Diagnostics
In Poster Session 2
Yichen Gong ⋅ Zhuohan Cai ⋅ Sunhao Dai ⋅ Yuqi Zhou ⋅ Zhangxuan Gu ⋅ Changhua Meng ⋅ Shuheng Shen
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4209
KernelCraft: Benchmarking for Agentic Close-to-Metal Kernel Generation on Emerging Hardware
In Poster Session 2
Jiayi Nie ⋅ Haoran Wu ⋅ Yao Lai ⋅ Zeyu Cao ⋅ Cheng Zhang ⋅ Binglei Lou ⋅ Erwei Wang ⋅ Jianyi Cheng ⋅ Timothy Jones ⋅ Robert Mullins ⋅ Rika Antonova ⋅ Aaron Zhao
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3401
CodeClash: Benchmarking Goal-Oriented Software Engineering
In Poster Session 2
John Yang ⋅ Kilian Lieret ⋅ Joyce Yang ⋅ Carlos Jimenez ⋅ Muhtasham Oblokulov ⋅ Aryan Siddiqui ⋅ Ofir Press ⋅ Ludwig Schmidt ⋅ Diyi Yang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3512
Benchmarking Agent Memory in Interdependent Multi-Session Agentic Tasks
In Poster Session 2
Zexue He ⋅ Yu Wang ⋅ Churan Zhi ⋅ Yuanzhe Hu ⋅ Tzu-Ping Chen ⋅ Lang Yin ⋅ Ze Chen ⋅ Tong Wu ⋅ Siru Ouyang ⋅ Tom Tang ⋅ Jiaxin Pei ⋅ Julian McAuley ⋅ Yejin Choi ⋅ Alex Pentland
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4208
Item Response Scaling Laws: A Measurement Theory Approach for Efficient and Generalizable Neural Scaling Estimation
In Poster Session 2
Sang Truong ⋅ Yuheng Tu ⋅ Rylan Schaeffer ⋅ Sanmi Koyejo
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4210
L-CUBE: Isolating Long-Context Capacity from Knowledge with Controllable Mutual Information Scaling
In Poster Session 2
Zhuo Chen ⋅ Oriol Mayné i Comas ⋅ Zhuotao Jin ⋅ Di Luo ⋅ Marin Soljačić
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2215
LOCA-bench: Benchmarking Language Agents Under Controllable and Extreme Context Growth
In Poster Session 2
Weihao Zeng ⋅ Yuzhen Huang ⋅ Junxian He
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #108
DRIFT-BENCH: Diagnosing CoopeRative Breakdowns in LLM Agents under Input Faults via Multi-Turn Interaction
In Poster Session 2
Han Bao ⋅ Zheyuan Zhang ⋅ PENGCHENG JING ⋅ Zhengqing Yuan ⋅ Kaiwen Shi ⋅ Yanfang Ye
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4110
VisionWebDev: A Hierarchical Benchmark for Visual Website Development with Agent Verification
In Poster Session 2
Zehai He ⋅ Wenyi Hong ⋅ ZHEN YANG ⋅ Ziyang Pan ⋅ Mingdao Liu ⋅ Xiaotao Gu ⋅ Jie Tang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4214
MiniAppBench: Evaluating the Shift from Text to Interactive HTML Responses in LLM-Powered Assistants
In Poster Session 2
Zuhao zhang ⋅ Chengyue Yu ⋅ Yuante Li ⋅ Chenyi Zhuang ⋅ Linjian Mo ⋅ Shuai Li
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1903
Strategic Navigation or Stochastic Search? How Agents and Humans Reason Over Document Collections
In Poster Session 2
Lukasz Borchmann ⋅ Jordy Van Landeghem ⋅ Michał Turski ⋅ Shreyansh Padarha ⋅ Ryan Kearns ⋅ Adam Mahdi ⋅ Niels Rogge ⋅ Clémentine Fourrier ⋅ Siwei Han ⋅ Huaxiu Yao ⋅ Artemis Llabrés ⋅ Yiming Xu ⋅ Dimosthenis Karatzas ⋅ Hao Zhang ⋅ Anupam Datta
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1810
VeRO: A Harness for Agents to Optimize Agents
In Poster Session 2
Varun Ursekar ⋅ Apaar Shanker ⋅ Veronica Chatrath ⋅ Yuan Xue ⋅ Samuel Denton
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2016
Reasoning Models Are Test Exploiters: Rethinking Multiple Choice
In Poster Session 2
Narun Raman ⋅ Taylor Lundy ⋅ Kevin Leyton-Brown
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3411
CyberGym-E2E: Scalable Real-World Benchmark for AI Agents' End-to-End Cybersecurity Capabilities
In Poster Session 2
Tianneng Shi ⋅ Robin Rheem ⋅ Dongwei Jiang ⋅ Mona Wang ⋅ Francisco De La Riega ⋅ Zhun Wang ⋅ Jingzhi Jiang ⋅ Alexander Cheung ⋅ Sean Tai ⋅ Jonah Cha ⋅ Jianhong Tu ⋅ Gabriel Han ⋅ Chenguang Wang ⋅ Jingxuan He ⋅ Wenbo Guo ⋅ Dawn Song
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1804
AgentSuite: Toward More Reliable Agent Evaluation with a Component-Based Benchmark Auditing Pipeline
In Poster Session 2
Hyewon Suh ⋅ Binfei Ji ⋅ Seojune Lee ⋅ Rishi Khare ⋅ Basit Khan ⋅ Hyunjun Kim ⋅ Tianyi Zhang ⋅ Venkat Krishna Srinivasan ⋅ Peter Belcak ⋅ Shizhe Diao ⋅ Pavlo Molchanov ⋅ Yingyan (Celine) Lin ⋅ Zhen Dong
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2414
Benchmarking at the Edge of Comprehension
In Poster Session 2
Samuele Marro ⋅ Jialin Yu ⋅ Emanuele La Malfa ⋅ Oishi Deb ⋅ Jiawei Li ⋅ Yibo Yang ⋅ Ebey Abraham ⋅ Sunando Sengupta ⋅ Eric Sommerlade ⋅ Michael Wooldridge ⋅ Phil Torr
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4113
TritonGym: A Benchmark for Agentic LLM Workflows in Triton GPU Code Generation
In Poster Session 2
Yue Guan ⋅ Yichen Lin ⋅ Xu Zhao ⋅ Jianzhu Yao ⋅ Xinwei Qiang ⋅ zhongkai yu ⋅ Pramod Viswanath ⋅ Yufei Ding ⋅ Adnan Aziz
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4212
MECAT: A Multi-Experts Constructed Benchmark for Fine-Grained Audio Understanding Tasks
In Poster Session 2
Yadong Niu ⋅ TIANZI WANG ⋅ Heinrich Dinkel ⋅ Xingwei Sun ⋅ Jiahao Zhou ⋅ Gang Li ⋅ Jizhong Liu ⋅ Xunying Liu ⋅ Jian Luan
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4305
DRPBench: Evaluating LLMs in Concurrent Code Comprehension via Fine-grained Data Race Prediction
In Poster Session 2
Yuqi Guo ⋅ Siwei Wei ⋅ Yan Cai
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4116
Tempora: Characterising the Time-Contingent Utility of Online Test-Time Adaptation
In Poster Session 2
Sudarshan Sreeram ⋅ Young D. Kwon ⋅ Cecilia Mascolo
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4315
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters
In Poster Session 2
Hanjun Luo ⋅ Zhimu Huang ⋅ Sylvia Chung Yan Shan ⋅ Yiran Wang ⋅ Yingbin Jin ⋅ Jialin Li ⋅ Jiang Li ⋅ Xinfeng Li ⋅ Hanan Salam
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2203
FT-Dojo: Towards Autonomous LLM Fine-Tuning with Language Agents
In Poster Session 2
Qizheng Li ⋅ Yifei Zhang ⋅ Xiao Yang ⋅ Xu Yang ⋅ Zhuo Wang ⋅ Bowen Xian ⋅ Weiqing Liu ⋅ Jiang Bian
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3509
EVMbench: Evaluating AI Agents on Smart Contract Security
In Poster Session 2
Justin Wang ⋅ Andreas Bigger ⋅ Xiaohai Xu ⋅ Justin W. Lin ⋅ Andy Applebaum ⋅ Tejal Patwardhan ⋅ Alpin Yukseloglu ⋅ Olivia Watkins
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1912
SCOPE: Selective Conformal Optimized Pairwise LLM Judging
In Poster Session 2
Sher Badshah ⋅ Ali Emami ⋅ Hassan Sajjad
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4310
CHB: A Diagnostic Toolkit for Hardness-Aware Clustering Evaluation
In Poster Session 2
Walid Durani ⋅ Philipp Jahn ⋅ Collin Leiber ⋅ David B. Hoffmann ⋅ Thomas Seidl ⋅ Claudia Plant ⋅ Christian Böhm
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4202
GICDM: Mitigating Hubness for Reliable Distance-Based Generative Model Evaluation
In Poster Session 2
Nicolas Salvy ⋅ Hugues Talbot ⋅ Thirion Bertrand
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4205
Identifying Learnwares via Reduced Neural Conditional Mean Embedding
In Poster Session 2
Zi-Yu Mao ⋅ Ming Li
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4111
VT-Bench: A Unified Benchmark for Visual-Tabular Multi-Modal Learning
In Poster Session 2
贾 子怡 ⋅ Zijian Cheng ⋅ Xinyue Zhang ⋅ Kun-Yang Yu ⋅ Zhi Zhou ⋅ Yu-Feng Li ⋅ Lan-Zhe Guo
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4206
Instance-Level Costs for Nuanced Classifier Evaluation
In Poster Session 2
Kabir Kang ⋅ Steve Mussmann
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4200
FiRE: Fine-grained Ranking Evaluation for Machine Translation
In Poster Session 2
Wenyang Gao ⋅ Yinghao Yang ⋅ Xi Jin ⋅ Jing Li ⋅ Yue Zhang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4304
Do LLMs Signal When They’re Right? Evidence from Neuron Agreement
In Poster Session 2
Kang Chen ⋅ Yaoning Wang ⋅ Kai Xiong ⋅ Zhuoka Feng ⋅ Yu Minshen ⋅ Wenhe Sun ⋅ Haotian Chen ⋅ Yixin Cao
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2700
GenExam: A Multidisciplinary Text-to-Image Exam
In Poster Session 2
Zhaokai Wang ⋅ Penghao Yin ⋅ Xiangyu Zhao ⋅ Changyao Tian ⋅ Yu Qiao ⋅ Wenhai Wang ⋅ Jifeng Dai ⋅ Gen Luo
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4314
BEST: Benchmarking Efficiency in Space and Time for LLM-Generated Code
In Poster Session 2
Aocheng Shen ⋅ Boyu Zhang ⋅ Jiaze Li ⋅ Ruixuan Ma ⋅ Qiankun Zhang ⋅ Wang ⋅ Bin Yuan ⋅ Shenghao Liu ⋅ Xianjun Deng
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3115
Position: Peer Review Should Be Calibrated via LLM Scoring
In Poster Session 2
Zijin Chen ⋅ lesui Yu ⋅ Xiaofei Liao ⋅ Hai Jin ⋅ Qinbin Li
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4114
Thinking in Structures: Evaluating Spatial Intelligence in Constraint-Governed Spaces
In Poster Session 2
Chen Yang ⋅ Guanxin Lin ⋅ Youquan He ⋅ Peiyao Chen ⋅ Guanghe Liu ⋅ Yufan Mo ⋅ Zhouyuan Xu ⋅ Linhao Wang ⋅ Guohui Zhang ⋅ Zihang Zhang ⋅ Shenxiang Zeng ⋅ Chen Wang ⋅ Jiansheng Fan
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3506
Query-efficient model evaluation using cached responses
In Poster Session 2
Hayden Helm ⋅ Ben Johnson ⋅ Carey Priebe
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3704
Inference from Quantized Data via Normal Variance-Mean Mixtures
In Poster Session 2
Chenyu Gao ⋅ Zhexian Yang ⋅ Ziping Zhao
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2202
FLIPS: Instance-Fingerprinting for LLMs via Pseudo-random Sequences
In Poster Session 2
Richardeau Gurvan ⋅ Gohar Dashyan ⋅ Erwan Le Merrer ⋅ Gilles Tredan
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4115
The Consistency Dilemma in LLMs: Generator-Evaluator Agreement and Vulnerability to Mistakes
In Poster Session 2
Marina Mancoridis ⋅ Zoe Hitzig
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3607
Are VLMs Seeing or Just Saying? Uncovering the Illusion of Visual Re-examination
In Poster Session 2
Chufan Shi ⋅ Cheng Yang ⋅ Yaokang Wu ⋅ Linghao Jin ⋅ Bo Shui ⋅ Taylor Berg-Kirkpatrick ⋅ Xuezhe Ma
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3302
Explainable Federated Learning via Global–Local Attribution Alignment
In Poster Session 2
Dawood Wasif ⋅ Terrence Moore ⋅ Chang-Tien Lu ⋅ Jin-Hee Cho
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3501
Conditional Coverage Diagnostics for Conformal Prediction
In Poster Session 2
Sacha Braun ⋅ David Holzmüller ⋅ Michael Jordan ⋅ Francis Bach
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4301
Evaluating Object-Centric Models beyond Object Discovery
In Poster Session 2
Krishnakant Singh ⋅ Simone Schaub-Meyer ⋅ Stefan Roth
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4213
MMBench-Live: A Continuously Evolving Benchmark for Multimodal Models
In Poster Session 2
Yuanzhi Liu ⋅ Shousheng Zhao ⋅ Bo Zhou ⋅ Kongming Liang ⋅ Zhanyu Ma
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4303
DocHop: Benchmarking Out-of-domain Multi-hop Reasoning in Information-Dense Documents
In Poster Session 2
Zhuoran Yu ⋅ Le T Nguyen ⋅ Jaden Park ⋅ Xinyi Gu ⋅ Zexue He ⋅ Soochahn Lee ⋅ Rogerio Feris ⋅ Yong Jae Lee
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4112
UniCode: Augmenting Evaluation for Code Reasoning
In Poster Session 2
Xinyue Zheng ⋅ Haowei Lin ⋅ Shaofei Cai ⋅ Yaodong Yang ⋅ Zilong Zheng ⋅ Yitao Liang
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4306
Cutting LLM Evaluation Costs with SySRs: A Bandit Algorithm That Provably Exploits Model Similarity
In Poster Session 2
Zifan Lyu ⋅ Chahine Nejma ⋅ Tobias Wegel ⋅ Fanny Yang ⋅ Florian Dorner
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3809
Position: Bridge Human Interpretation and Machine Representation With Explicit Specification For Qualitative Data Analysis In LLM Era
In Poster Session 2
Xinyu Pi ⋅ Qisen Yang ⋅ Chuong Nguyen ⋅ Hua Shen
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4308
Conformal Reliability: A New Evaluation Metric for Conditional Generation
In Poster Session 2
Yachen Gao ⋅ Xinwei Sun ⋅ Yikai Wang ⋅ Ye Shi ⋅ Jingya Wang ⋅ Jianfeng Feng ⋅ Yanwei Fu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4302
Evaluating Language Models in Realistic Conversational Contexts
In Poster Session 2
Ilija Subasic ⋅ Andrew Rabinovich ⋅ Zhao Chen
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4307
Coverage, Not Averages: Semantic Stratification for Trustworthy Retrieval Evaluation
In Poster Session 2
Andrew Klearman ⋅ Radu Revutchi ⋅ Rohin Garg ⋅ Rishav Chakravarti ⋅ Samuel Denton ⋅ Yuan Xue
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4312
Benchmarking the Limits of In-Context Reinforcement Learning for Ad-Hoc Teamwork
In Poster Session 2
Yuheng Jing ⋅ Kai Li ⋅ Jiajun Zhang ⋅ Zeyao Ma ⋅ Jiaxi Yang ⋅ Lei Zhang ⋅ zhe wu ⋅ Jinmin He ⋅ Junliang Xing ⋅ Jian Cheng
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3209
Position: Agent Evaluation Should Be Agentified for Openness, Standardization, and Reproducibility
In Poster Session 2
Xiaoyuan Liu ⋅ Tianneng Shi ⋅ Wenbo Guo ⋅ Dawn Song
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4313
Benchmarking World-Model Learning with Environment-Level Queries
In Poster Session 2
Archana Warrier ⋅ Dat Nguyen ⋅ Michelangelo Naim ⋅ Moksh Jain ⋅ Yichao Liang ⋅ Karen Schroeder ⋅ Cambridge Yang ⋅ Josh Tenenbaum ⋅ Sebastian Vollmer ⋅ Kevin Ellis ⋅ Zenna Tavares
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4417
Steer Where It Matters: Token-Level Visual-Sensitivity Steering for LVLMs Hallucination Mitigation
In Poster Session 2
ruipeng zhang ⋅ Zhihao Li ⋅ C.L.Philip Chen ⋅ Tong Zhang
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1710
Multimodal Nested Learning for Decoupled and Coordinated Optimization
In Poster Session 2
Yanglin Feng ⋅ Yang Qin ⋅ Dezhong Peng ⋅ Rui Wang ⋅ Xiaomin Song ⋅ Peng Hu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3410
T-GINEE: A Tensor-Based Multi-Graph Representation Learning
In Poster Session 2
Maolin Wang ⋅ ZiTing Mai ⋅ Xuhui Chen ⋅ Zhiqi Li ⋅ Tianshuo Wei ⋅ Yutian Xiao ⋅ Wenlin Zhang ⋅ Wanyu Wang ⋅ Ruocheng Guo ⋅ Haoxuan Li ⋅ Zenglin Xu ⋅ Xiangyu Zhao
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3913
Mixing Configurations for Downstream Prediction
In Poster Session 2
Juntang Wang ⋅ Hao Wu ⋅ Yihan Wang ⋅ Dongmian Zou ⋅ Shixin Xu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3910
Neural Collapse by Design: Learning Class Prototypes on the Hypersphere
In Poster Session 2
Panagiotis Koromilas ⋅ Theodoros Giannakopoulos ⋅ Mihalis Nicolaou ⋅ Yannis Panagakis
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4015
FiGuRO: Intrinsic Dimension Estimation for Multi-Modal Data
In Poster Session 2
Viktoria Schuster ⋅ Sana Tonekaboni ⋅ Caroline Uhler
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3915
Learning Graph Foundation Models on Riemannian Graph-of-Graphs
In Poster Session 2
Haokun Liu ⋅ Zezhong Ding ⋅ Xike Xie
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4012
Embedding Hybrid Systems into Continuous Latent Vector Fields
In Poster Session 2
Sangli Teng ⋅ Hang Liu ⋅ Koushil Sreenath
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1712
The Geometry of Representational Failures in Vision Language Models
In Poster Session 2
Daniele Savietto ⋅ Declan Campbell ⋅ André Panisson ⋅ Marco Nurisso ⋅ Giovanni Petri ⋅ Jonathan Cohen ⋅ Alan Perotti
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1716
Batch Normalization for Neural Networks on Complex Domains
In Poster Session 2
Xuan Son Nguyen ⋅ Nistor Grozavu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4009
CAMP: Coherent Alignment of Multimodal Prototypes for Explainable Complementary Learning
In Poster Session 2
Alvaro Lopez Pellicer ⋅ Eoin M Kenny ⋅ Simran Lamba ⋅ Shubham Sharma ⋅ Plamen Angelov ⋅ Saumitra Mishra
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4008
Are Object-Centric Representations Better at Compositional Generalization?
In Poster Session 2
Ferdinand Kapl ⋅ Amir Mohammad Karimi Mamaghan ⋅ Maximilian Seitzer ⋅ Karl Johansson ⋅ Carsten Marr ⋅ Stefan Bauer ⋅ Andrea Dittadi
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4010
Contrastive Symbolic Regression: Aligned Representations, Adaptive Prediction, and Diverse Ensembles
In Poster Session 2
Hengzhe Zhang ⋅ Qi Chen ⋅ Bing Xue ⋅ Wolfgang Banzhaf ⋅ Mengjie Zhang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3912
Multi-Label Learning with Contrastive Cluster Self-Supervision for 3D Hierarchical Semantic Segmentation
In Poster Session 2
Shuyu Cao ⋅ Chongshou Li ⋅ Jie Xu ⋅ Tianrui Li ⋅ Na Zhao
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3203
Multi-Adapter Representation Interventions via Energy Calibration
In Poster Session 2
Manjiang Yu ⋅ Hongji Li ⋅ Junwei Chen ⋅ Xue Li ⋅ Priyanka Singh ⋅ YANG CAO ⋅ Lijie Hu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4007
ArcDAE: Asymmetric Rectified Contrastive Diffusion Autoencoder for Unified Representation Learning
In Poster Session 2
Ge Gao ⋅ Di Xiong ⋅ Zeke Xie ⋅ Jian Yang ⋅ Ge Gao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3900
Riemannian stochastic optimization for sufficient dimension reduction
In Poster Session 2
Thibault Pautrel ⋅ François Portier
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3916
Identifying dependent components from multi-domain linear mixtures
In Poster Session 2
Danru Xu ⋅ Lauri Parkkonen ⋅ Sara Magliacane ⋅ Aapo Hyvarinen
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3911
NNiT: Width-Agnostic Neural Network Generation with Structurally Aligned Weight Spaces
In Poster Session 2
Jiwoo Kim ⋅ Swarajh Mehta ⋅ Hao-Lun Hsu ⋅ Hyunwoo Ryu ⋅ Yudong Liu ⋅ Miroslav Pajic
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2912
A Single Layer to Explain Them All: Understanding Massive Values in Large Language Models
In Poster Session 2
Zeru Shi ⋅ Zhenting Wang ⋅ Fan Yang ⋅ Qifan Wang ⋅ Ruixiang Tang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3909
Step-Level Sparse Autoencoder for Reasoning Process Interpretation
In Poster Session 2
Xuan Yang ⋅ Jiayu Liu ⋅ Yuhang Lai ⋅ Hao Xu ⋅ Zhenya Huang ⋅ Ning Miao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4013
Emergent Visual Representations through Unsupervised Spiking Networks with Synaptic Pruning
In Poster Session 2
Di Hong ⋅ Dazhong Rong ⋅ Yueming Wang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4016
Is Generation Required for Data-Efficient Perception?
In Poster Session 2
Jack Brady ⋅ Bernhard Schölkopf ⋅ Thomas Kipf ⋅ Simon Buchholz ⋅ Wieland Brendel
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3906
Towards Uniformity and Alignment for Multimodal Representation Learning
In Poster Session 2
Wenzhe Yin ⋅ Pan Zhou ⋅ Zehao Xiao ⋅ Jie Liu ⋅ Shujian Yu ⋅ Jan-jakob Sonke ⋅ Efstratios Gavves
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3908
TextME: Bridging Unseen Modalities Through Text Descriptions
In Poster Session 2
Soyeon Hong ⋅ Jinchan Kim ⋅ Jaegook You ⋅ Seungtaek Choi ⋅ Suha Kwak ⋅ Hyunsouk Cho
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2605
Learning multi-modal generative models with permutation-invariant encoders and tighter variational objectives
In Poster Session 2
Marcel Hirt ⋅ Domenico Campolo ⋅ Victoria Leong ⋅ Juan-Pablo Ortega
[ Poster]  [ URL]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3905
UniFast-HGR: Scalable and Efficient Maximal Correlation for Multimodal Models
In Poster Session 2
Hongkang Zhang ⋅ Shao-Lun Huang ⋅ Yanlong Wang ⋅ Ercan KURUOGLU
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2504
Aitchison Embeddings for Learning Compositional Graph Representations
In Poster Session 2
Nikolaos Nakis ⋅ Chrysoula Kosma ⋅ Panagiotis Promponas ⋅ Michail Chatzianastasis ⋅ Giannis Nikolentzos
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4011
Coordinated Disentanglement with Iterative Mode Discovery Under Hidden Correlations
In Poster Session 2
Rong Hu ⋅ Ling Chen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1714
Riemannian Generative Decoder
In Poster Session 2
Andreas Bjerregaard ⋅ Søren Hauberg ⋅ Anders Krogh
[ Poster]  [ URL]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #407
Generalizable and Composable Multi-Model Embedding Translation
In Poster Session 2
Beining Yang ⋅ Yang Cao
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1503
Hermite-NGP: Gradient-Augmented Hash Encoding for Learning PDEs
In Poster Session 2
Jinjin He ⋅ Zhiqi Li ⋅ Sinan Wang ⋅ Bo Zhu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3406
CL-GCL: Comprehensive and Lightweight Graph Contrastive Learning
In Poster Session 2
Jianqing Liang ⋅ Xinkai Wei ⋅ Zhiqiang Li
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3914
MM-Spectrum: Multimodal Multi-spectral Molecular Structural Elucidation with a Stable MoE Framework
In Poster Session 2
Haitao YU ⋅ Nan Min ⋅ Zheng Fang ⋅ Hongyu Zhan ⋅ Yusen Tan ⋅ Yuhan Wang ⋅ Jun Xia
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3907
Toward Structural Multimodal Representations: Specialization, Selection, and Sparsification via Mixture-of-Experts
In Poster Session 2
Hahyeon Choi ⋅ NOJUN KWAK
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1813
Weight Updates as Activation Shifts: A Principled Framework for Steering
In Poster Session 2
Dyah Adila ⋅ John Cooper ⋅ Alexander Yun ⋅ Avi Trost ⋅ Frederic Sala
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4014
Expand Neurons, Not Parameters
In Poster Session 2
Linghao Kong ⋅ Inimai Subramanian ⋅ Yonadav Shavit ⋅ Micah Adler ⋅ Dan Alistarh ⋅ Nir Shavit
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2812
Uncovering the Latent Potential of Deep Intermediate Representations
In Poster Session 2
Arnesh Batra ⋅ Arush Gumber ⋅ Aniket Khandelwal ⋅ Jashn Khemani ⋅ Anubha Gupta
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #500
DAG: A Dual Correlation Network for Time Series Forecasting with Exogenous Variables
In Poster Session 2
Xiangfei Qiu ⋅ Yuhan Zhu ⋅ Zhengyu Li ⋅ Xingjian Wu ⋅ Bin Yang ⋅ Jilin Hu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2717
CausalX: A Unified and Causally-Interpretable Plug-and-Play Model for Multi-modal Spatio-Temporal Forecasting
In Poster Session 2
Shiqi Zhang ⋅ Pan Mu ⋅ HantingYan ⋅ Yuchao Zhu ⋅ jinglin zhang ⋅ Cong Bai
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3804
USE: A Unified Self-Ensembling Framework for Test-Time Prompt Tuning
In Poster Session 2
Siru Jiang ⋅ Jian Liang ⋅ Ran He ⋅ Tieniu Tan
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3800
FRISM: Fine-Grained Reasoning Injection via Subspace-Level Model Merging for Vision–Language Models
In Poster Session 2
Chenyu Huang ⋅ Peng Ye ⋅ Xudong Tan ⋅ Jinhan Mu ⋅ Shenghe Zheng ⋅ Li Shen ⋅ Tao Chen
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4600
Dynamic Symmetric Point Tracking: Tackling Non-ideal Reference in Analog In-memory Training
In Poster Session 2
Quan Xiao ⋅ jindan li ⋅ Zhaoxian Wu ⋅ Tayfun Gokmen ⋅ Tianyi Chen
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4517
OVLR: Efficient, Scalable, and Robust Training via Output-Level Variance-Reduced Likelihood Ratio
In Poster Session 2
Minhao Zou ⋅ Tao Ren ⋅ Jinyang Jiang ⋅ Rui Tao ⋅ Zehao Li ⋅ Jiale Fu ⋅ Hui Shao ⋅ Xianhua Liu ⋅ Yijie Peng
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3709
Game-Theoretic Co-Evolution for LLM-Based Heuristic Discovery
In Poster Session 2
Xinyi Ke ⋅ Kai Li ⋅ Junliang Xing ⋅ Yifan Zhang ⋅ Jian Cheng
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3707
HexGen-3: A Fully Disaggregated LLM Serving Framework with Fine-Grained Heterogeneous Resource Autoscaling
In Poster Session 2
Youhe Jiang ⋅ Wenshuang Li ⋅ You Peng ⋅ Jintao Zhang ⋅ Ran Yan ⋅ Jianfei Chen ⋅ Xu Han ⋅ Fangcheng Fu ⋅ Binhang Yuan
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2708
Enhancing Reasoning for Diffusion LLMs via Distribution Matching Policy Optimization
In Poster Session 2
Yuchen Zhu ⋅ Wei Guo ⋅ Jaemoo Choi ⋅ Petr Molodyk ⋅ Bo Yuan ⋅ Molei Tao ⋅ Yongxin Chen
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3502
Singular Bayesian Neural Networks
In Poster Session 2
Mame Diarra Toure ⋅ David A Stephens
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3500
Position: The Time for Sampling Is Now! Charting a New Course for Bayesian Deep Learning
In Poster Session 2
Emanuel Sommer ⋅ David Rügamer
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3503
BASIL: Scalable Bayesian Semi-supervised Clustering with Feature Selection and Adaptive Constraint Weighting
In Poster Session 2
Luwei Wang ⋅ Dagmara Panas ⋅ Ke Wang ⋅ Bruce Guthrie ⋅ Sohan Seth
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #117
Constrained Multi-Objective Reinforcement Learning with Max-Min Criterion
In Poster Session 2
Giseung Park ⋅ Hyunyoung Nam ⋅ woohyeon Byeon ⋅ Amir Leshem ⋅ Youngchul Sung
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #200
Revisiting Distribution Correction Estimation for Offline Imitation Learning with Suboptimal Dataset
In Poster Session 2
Quang Anh PHAM ⋅ Tien Mai ⋅ Akshat Kumar
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #413
DualCOIL: Offline Imitation Learning from Contrasting Demonstrations
In Poster Session 2
Huy Hoang ⋅ Tien Mai ⋅ Pradeep Varakantham ⋅ Tanvi Verma
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2617
Boosting World Models Learning via Latent-Space Value Alignment
In Poster Session 2
Xingyu Jiang ⋅ Yuheng Pan ⋅ Mukang You ⋅ Xiuhui Zhang ⋅ Ning Gao ⋅ Guanwei Yan ⋅ Hao Li ⋅ Yue Deng
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #215
Probabilistic Performance Guarantees for Multi-Task Reinforcement Learning
In Poster Session 2
Yannik Schnitzer ⋅ Mathias Jackermeier ⋅ Alessandro Abate ⋅ David Parker
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #111
Model-Free Robust Average-Reward Reinforcement Learning with Sample Complexity Analysis
In Poster Session 2
Zachary Roch ⋅ George Atia ⋅ Yue Wang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #122
PAWS: Preference Learning with Advantage-Weighted Segments
In Poster Session 2
Aleksandar Taranovic ⋅ Onur Celik ⋅ Niklas Freymuth ⋅ Ge Li ⋅ Serge Thilges ⋅ Huy Le ⋅ Tai Hoang ⋅ Rania Rayyes ⋅ Gerhard Neumann
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #123
Non-Adversarial Imitation Learning Provably Free of Compounding Errors: The Value Flow Mechanism
In Poster Session 2
Tian Xu ⋅ Chenyang Wang ⋅ Xiaochen Zhai ⋅ Ziniu Li ⋅ Yi-Chen Li ⋅ Yang Yu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #415
RAD: Retrieval High-quality Demonstrations to Enhance Decision-making
In Poster Session 2
Lu Guo ⋅ Yixiang Shan ⋅ Zhengbang Zhu ⋅ Qifan Liang ⋅ Lichang Song ⋅ Ting Long ⋅ Weinan Zhang ⋅ Yi Chang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #310
Goal-Conditioned Agents that Learn Everything All at Once
In Poster Session 2
Michael Matthews ⋅ Matthew Jackson ⋅ Michael Beukman ⋅ Thomas Foster ⋅ Alistair Letcher ⋅ Scott Fujimoto ⋅ Cédric Colas ⋅ Jakob Foerster
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #109
Success-Conditioning as Policy Improvement: The Optimization Problem Solved by Imitating Success
In Poster Session 2
Daniel Russo
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #115
Reverse Flow Matching: A Unified Framework for Online Reinforcement Learning with Diffusion and Flow Policies
In Poster Session 2
Zeyang Li ⋅ Sunbochen Tang ⋅ Navid Azizan
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #202
Safety Generalization Under Distribution Shift in Safe Reinforcement Learning: A Diabetes Testbed
In Poster Session 2
Minjae Kwon ⋅ Josephine Lamp ⋅ Lu Feng
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #306
Learning Anisotropic Value Geometry with Finsler Reinforcement Learning
In Poster Session 2
Jumman Hossain ⋅ Nirmalya Roy
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #125
Safe Reinforcement Learning with Preference-based Constraint Inference
In Poster Session 2
Chenglin Li ⋅ Grant Ruan ⋅ Hua Geng
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #114
Sample-Efficient Diffusion-based Reinforcement Learning with Critic Guidance
In Poster Session 2
Shutong Ding ⋅ Zejia Zhong ⋅ Zhongyi Wang ⋅ Ke Hu ⋅ Bikang Pan ⋅ Jingya Wang ⋅ Ye Shi
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #210
ARLArena: A Unified Framework for Stable Agentic Reinforcement Learning
In Poster Session 2
Xiaoxuan Wang ⋅ Han Zhang ⋅ Haixin Wang ⋅ Yidan Shi ⋅ Ruoyan Li ⋅ Kaiqiao Han ⋅ Chenyi Tong ⋅ Haoran Deng ⋅ Alexander Taylor ⋅ Renliang Sun ⋅ Yanqiao Zhu ⋅ Jason Cong ⋅ Yizhou Sun ⋅ Wei Wang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #211
HyMTRL: A Hybrid Multi-Task Reinforcement Learning Framework via Phased Policy Evolution
In Poster Session 2
Jinmin He ⋅ Kai Li ⋅ Xiaoyi Dong ⋅ Yifan Zang ⋅ Yuheng Jing ⋅ Yifan Zhang ⋅ Junliang Xing ⋅ Jian Cheng
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4410
Performative Policy Gradient: Optimality in Performative Reinforcement Learning
In Poster Session 2
Debabrota Basu ⋅ Udvas Das ⋅ Brahim Driss ⋅ Uddalak Mukherjee
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #110
Stochastic Minimum-Cost Reach-Avoid Reinforcement Learning
In Poster Session 2
Jingduo Pan ⋅ Taoran Wu ⋅ Yiling Xue ⋅ Bai Xue
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4412
Variance Driven Exploration: A Provable and Efficient Methodology for Pure Exploration in Highly Stochastic Environments
In Poster Session 2
Khang Luong ⋅ Nam Nguyen ⋅ Hoang Ta ⋅ Hung Tran-The ⋅ Tuan Dam
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #217
Reparameterization Proximal Policy Optimization
In Poster Session 2
Hai Zhong ⋅ Xun Wang ⋅ Zhuoran Li ⋅ Longbo Huang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #124
Reinforcement Learning with Pairwise Preferences in Long-Term Decision Problems
In Poster Session 2
Jonathan Colaco Carr ⋅ Prakash Panangaden ⋅ Doina Precup ⋅ Benjamin Van Roy
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #304
Mean Flow Policy Optimization
In Poster Session 2
Xiaoyi Dong ⋅ Xi Zhang ⋅ Jian Cheng
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #311
Debiased Model-based Representations for Sample-efficient Continuous Control
In Poster Session 2
Jiafei Lyu ⋅ Zichuan Lin ⋅ Scott Fujimoto ⋅ Kai Yang ⋅ Yangkun Chen ⋅ Saiyong Yang ⋅ Zongqing Lu ⋅ Deheng Ye
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #411
RL with Learnable Textual Feedback: A Bilevel Approach
In Poster Session 2
Utsav Singh ⋅ Sidhaarth Murali ⋅ Souradip Chakraborty ⋅ Amrit Singh Bedi
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #205
Stabilizing PPO via Latent-Space Regularization and KDE-Driven Exploration
In Poster Session 2
Meiyu Du ⋅ Yuqing Gao ⋅ Wei Wang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #312
CompleteP for RL: Maintaining Feature Learning When Scaling Deep Reinforcement Learning
In Poster Session 2
Adam Lee ⋅ M Ganesh Kumar ⋅ Blake Bordelon ⋅ Cengiz Pehlevan
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #416
ASAP: Exploiting the Satisficing Generalization Edge in Neural Combinatorial Optimization
In Poster Session 2
Han Fang ⋅ Paul Weng ⋅ Yutong Ban
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2400
A Regret Minimization Framework on Preference Learning in Large Language Models
In Poster Session 2
Suhwan Kim ⋅ Taehyun Cho ⋅ Youngsoo Jang ⋅ Geon-Hyeong Kim ⋅ Yu Jin Kim ⋅ Moontae Lee ⋅ Jungwoo Lee
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #315
Balancing Plasticity and Stability with Fast and Slow Successor Features
In Poster Session 2
Raymond Chua ⋅ Doina Precup ⋅ Blake Richards
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #307
Langevin Rollout Optimization for Modelic Reinforcement Learning
In Poster Session 2
Tianyi Zhang ⋅ Likun Wang ⋅ Guojian Zhan ⋅ Feihong Zhang ⋅ Yang Guan ⋅ Yao Lyu ⋅ Shengbo Li
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #207
The Surprising Difficulty of Search in Model-Based Reinforcement Learning
In Poster Session 2
Wei-Di Chang ⋅ Mikael Henaff ⋅ Brandon Amos ⋅ Gregory Dudek ⋅ Scott Fujimoto
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #204
Segment-Aligned Policy Optimization for Multi-Modal Reasoning
In Poster Session 2
Lei Gao ⋅ Zhuoming Li ⋅ Mengxi Jia ⋅ Jiakang Yuan ⋅ Hongbo Sun ⋅ Hao Sun ⋅ Xuelong Li
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #209
What You Think is What You See: Driving Exploration in VLM Agents via Visual-Linguistic Curiosity
In Poster Session 2
Haoxi Li ⋅ Qinglin Hou ⋅ Jianfei Ma ⋅ Jinxiang Lai ⋅ Tao Han ⋅ Sikai Bai ⋅ Jingcai Guo ⋅ Jie ZHANG ⋅ Song Guo
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #317
Auto-regressive In-context Demonstration Selection
In Poster Session 2
Yunzhe Qi ⋅ Sirui Chen ⋅ Jiaru Zou ⋅ Jingrui He
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #206
Synthesizable Molecular Generation via Soft-constrained GFlowNets with Rich Chemical Priors
In Poster Session 2
Hyeonah Kim ⋅ Minsu Kim ⋅ Celine Roget ⋅ Dionessa Biton ⋅ Louis Vaillancourt ⋅ Yves Brun ⋅ Yoshua Bengio ⋅ Alex Hernandez-Garcia
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #116
Position: Deployed Reinforcement Learning should be Continual
In Poster Session 2
Parnian Behdin ⋅ Kevin Roice ⋅ Golnaz Mesbahi
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #213
Learning Reward–Cost Balance in Safe RL via Score-Based World Models
In Poster Session 2
Yuetian Wang ⋅ Dianxi Shi ⋅ Yuanze Wang ⋅ Huanhuan Yang ⋅ Shiming Song ⋅ Chunping Qiu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #309
Identifiable Token Correspondence for World Models
In Poster Session 2
Youngin Kim ⋅ Ray Sun ⋅ Inho Kim ⋅ Bumsoo Park ⋅ Hyun Oh Song
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #314
Behavior-Invariant Task Representation Learning with Transformer-based World Models for Offline Meta-Reinforcement Learning
In Poster Session 2
Fuyuan Qian ⋅ Menglong Zhang ⋅ Song Wang ⋅ Quanying Liu
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3714
TDM-R1: Reinforcing Few-Step Diffusion Models with Non-Differentiable Reward
In Poster Session 2
Yihong Luo ⋅ Tianyang Hu ⋅ Weijian Luo ⋅ Jing Tang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1008
VideoSEG-O3: A Multi-turn Reinforcement Learning Framework for Reasoning Video Object Segmentation
In Poster Session 2
Ming Dai ⋅ Sen Yang ⋅ Boqiang Duan ⋅ Boyuan Tong ⋅ Jiedong Zhuang ⋅ Wankou Yang ⋅ Jingdong Wang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3316
Knowledge Diversion for Efficient Morphology Control and Policy Transfer
In Poster Session 2
Fu Feng ⋅ Ruixiao Shi ⋅ Yucheng Xie ⋅ Jianlu Shen ⋅ Jing Wang ⋅ Xin Geng
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #410
$\textit{S}$-SPPO: Semantic-Calibrated Self-Play Preference Optimization
In Poster Session 2
Xiwen Chen ⋅ Wenhui Zhu ⋅ Jingjing Wang ⋅ Peijie Qiu ⋅ Zhipeng Wang ⋅ Huayu Li ⋅ ZhengXiao He ⋅ XUANZHAO DONG ⋅ Prayag Tiwari ⋅ Mingkun Xu ⋅ Yujian Xiong ⋅ Feng Luo ⋅ Abolfazl Razi ⋅ Brendan Rappazzo ⋅ Anderson Schneider ⋅ Yuriy Nevmyvaka
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #203
ScaleMoE: Mixture-of-Experts for Scalable Continuous Control in Actor-Critic Reinforcement Learning
In Poster Session 2
Yi Ma ⋅ Chenjun Xiao ⋅ Hongyao Tang ⋅ Yaodong Yang ⋅ Jinyi Liu ⋅ Jing Liang ⋅ Jiye Liang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #313
Beyond Rewards in RL for Cyber Defence
In Poster Session 2
Elizabeth Bates ⋅ Chris Hicks ⋅ Vasilios Mavroudis
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4409
KAGE-Bench: Fast Known-Axis Visual Generalization Evaluation for Reinforcement Learning
In Poster Session 2
Egor Cherepanov ⋅ Daniil Zelezetsky ⋅ Aleksandr Panov ⋅ Aleksey Kovalev
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #302
Mind Your Entropy: From Maximum Entropy to Trajectory Entropy-Constrained RL
In Poster Session 2
Guojian Zhan ⋅ Likun Wang ⋅ Pengcheng Wang ⋅ Feihong Zhang ⋅ Jingliang Duan ⋅ Kaicheng Yu ⋅ Masayoshi Tomizuka ⋅ Shengbo Li
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #216
Quantum Robust Inner Minimization for Reinforcement Learning with Quadratic Speed-Up in Query Complexity
In Poster Session 2
Hyun Kyu Lee ⋅ Joongheon Kim ⋅ Sung Whan Yoon
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3414
TQL: Scaling Q-Functions with Transformers by Preventing Attention Collapse
In Poster Session 2
Perry Dong ⋅ Kuo-Han Hung ⋅ Alexander Swerdlow ⋅ Dorsa Sadigh ⋅ Chelsea Finn
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #316
Autoregressive Direct Preference Optimization
In Poster Session 2
Masanari Oi ⋅ Mahiro Ukai ⋅ Masahiro Kaneko ⋅ Naoaki Okazaki ⋅ Nakamasa Inoue
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #305
LightningRL: Breaking the Accuracy–Parallelism Trade-off of Block-wise dLLMs via Reinforcement Learning
In Poster Session 2
Yanzhe Hu ⋅ Yijie Jin ⋅ Pengfei Liu ⋅ Kai Yu ⋅ Zhijie Deng
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #118
Global Policy-Space Response Oracles for Two-Player Zero-Sum Games
In Poster Session 2
Junyu Zhang ⋅ Feihong Yang ⋅ Jian Wang ⋅ Chao Wang ⋅ Xudong Zhang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1808
Unbiased Principles, Robust Rewards
In Poster Session 2
Qingnan Ren ⋅ Zhen Fang ⋅ Shiting Huang ⋅ Yu Zeng ⋅ Lin Chen ⋅ Zehui Chen ⋅ Feng Zhao
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #308
Knothe-Rosenblatt Quantile Regression for Risk-sensitive Multi-objective Reinforcement Learning
In Poster Session 2
Gwangpyo Yoo ⋅ Woo Kyung Kim ⋅ Honguk Woo
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3511
How RL Unlocks the Aha Moment in Geometric Interleaved Reasoning
In Poster Session 2
Xiangxiang Zhang ⋅ Caijun jia ⋅ Siyuan Li ⋅ he dingyu ⋅ Xiya Xiong ⋅ Zheng Sun ⋅ Honghao He ⋅ Yuchen Wu ⋅ Bihui Yu ⋅ Linzhuang Sun ⋅ Cheng Tan ⋅ Jingxuan Wei
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #301
Multi-timescale Reinforcement Learning by Value Reconstruction
In Poster Session 2
Zhan Su ⋅ Peixi Peng ⋅ Xinyu Hu ⋅ Cong Li ⋅ Yisen Zhao ⋅ Zhuojian Li ⋅ Yonghong Tian ⋅ Fanqi Shen
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #208
What Does Flow-Matching Bring to TD-Learning?
In Poster Session 2
Bhavya Agrawalla ⋅ Michal Nauman ⋅ Aviral Kumar
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2413
BOOSTAPR: Boosting Automated Program Repair via Execution-Grounded Reinforcement Learning with Dual Reward Models
In Poster Session 2
Yuanhao Li ⋅ Hongbo Wang ⋅ Xiaotang Shang ⋅ Xunzhu Tang ⋅ Yiming Cao ⋅ Xuhong Chen
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #300
Randomized Advantage Transformation (RAT): Computing Natural Policy Gradients via Direct Backpropagation
In Poster Session 2
Mingfei Sun
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #303
Mind Dreamer: Untethering Imagination via Active Causal Intervention on Latent Manifolds
In Poster Session 2
Shaojun Xu ⋅ Xiaoling Zhou ⋅ Yihan Lin ⋅ Yapeng Meng ⋅ Xinglong Ji ⋅ Luping Shi ⋅ Rong Zhao
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #201
SRPO: Self-Reflective Policy Optimization for Long-Horizon Reasoning
In Poster Session 2
Jialong Liu ⋅ Yuling Shi ⋅ Ning Yang ⋅ Xiaodong Gu ⋅ Zuchao Li
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4602
Position: Agentic AI Is a Foreseeable Pathway to AGI
In Poster Session 2
Junwei Liao ⋅ Shuai Li ⋅ Muning Wen ⋅ Jun Wang ⋅ Weinan Zhang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2312
Cold-Start Personalization via Bayesian Adaptive Questioning
In Poster Session 2
Avinandan Bose ⋅ Stella Li ⋅ Faeze Brahman ⋅ Pang Wei Koh ⋅ Simon Du ⋅ Yulia Tsvetkov ⋅ Maryam Fazel ⋅ Lin Xiao ⋅ Asli Celikyilmaz
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3205
Position: If open source is to win, it must go public
In Poster Session 2
Joshua Tan ⋅ Nicholas Vincent ⋅ Katherine Elkins ⋅ Magnus Sahlgren ⋅ Joseph Low ⋅ David Pham ⋅ Sampo Pyysalo ⋅ Jenia Jitsev
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3210
The Shape of Addition: Geometric Structures of Arithmetic in Large Language Models
In Poster Session 2
Liuyuan Wen ⋅ Xun Zhu ⋅ Lihao Huang ⋅ Wenbin Li ⋅ Yang Gao
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3211
Towards the Explainability of Temporal Graph Networks via Memory Backtracking and Topological Attribution
In Poster Session 2
Yazheng Liu ⋅ Xi Zhang ⋅ Sihong Xie ⋅ Hui Xiong
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3208
SAEs-BrainMap: Unveiling the Emergence of Specialized Concepts in Deep Models via Brain Alignment
In Poster Session 2
Ziming Mao ⋅ Jia Xu ⋅ Wenxuan Pan ⋅ Mufan Xue ⋅ Yaochu Jin ⋅ Guoyuan Yang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3307
Chain-of-Thought Reasoning In The Wild Is Not Always Faithful
In Poster Session 2
Iván Arcuschin ⋅ Jett Janiak ⋅ Robert Krzyzanowski ⋅ Senthooran Rajamanoharan ⋅ Neel Nanda ⋅ Arthur Conmy
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3505
Language Model Circuits Are Sparse in the Neuron Basis
In Poster Session 2
Aryaman Arora ⋅ Zhengxuan Wu ⋅ Jacob Steinhardt ⋅ Sarah Schwettmann
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3306
DAVE: Distribution-aware Attribution via ViT Gradient Decomposition
In Poster Session 2
Adam Wróbel ⋅ Siddhartha Gairola ⋅ Jacek Tabor ⋅ Bernt Schiele ⋅ Bartosz Zieliński ⋅ Dawid Rymarczyk
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3201
How Good is Post-Hoc Watermarking With Language Model Rephrasing?
In Poster Session 2
Pierre Fernandez ⋅ Tom Sander ⋅ Hady Elsahar ⋅ Hongyan Chang ⋅ Tomáš Souček ⋅ Valeriu Lacatusu ⋅ Tuan Tran ⋅ Sylvestre-Alvise Rebuffi ⋅ Alexandre Mourachko
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3200
Hidden in Plain Sight -- Class Competition Focuses Attribution Maps
In Poster Session 2
Nils Philipp Walter ⋅ Jilles Vreeken ⋅ Jonas Fischer
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3304
From Rashomon Theory to PRAXIS: Efficient Decision Tree Rashomon Sets
In Poster Session 2
Zakk Heile ⋅ Hayden McTavish ⋅ Varun Babbar ⋅ Margo Seltzer ⋅ Cynthia Rudin
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3312
AliMark: Enhancing Robustness of Sentence-Level Watermarking Against Text Paraphrasing
In Poster Session 2
Yuexin Li ⋅ Wenjie Qu ⋅ Linyu Wu ⋅ Yulin Chen ⋅ Yufei He ⋅ Tri Cao ⋅ Bryan Hooi ⋅ Jiaheng Zhang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3213
What is Missing? Explaining Neurons Activated by Absent Concepts
In Poster Session 2
Robin Hesse ⋅ Simone Schaub-Meyer ⋅ Janina Hesse ⋅ Bernt Schiele ⋅ Stefan Roth
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3114
Questioning the Coverage-Length Metric in Conformal Prediction: When Shorter Intervals Are Not Better
In Poster Session 2
Yizhou Min ⋅ Yizhou Lu ⋅ Lanqi Li ⋅ Zhen Zhang ⋅ Jiaye Teng
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3310
Beyond Additive Decompositions: Interpretability Through Separability
In Poster Session 2
Jinyang Liu ⋅ Munir Hiabu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3206
Position: Interpretability Can Be Actionable
In Poster Session 2
Hadas Orgad ⋅ Fazl Barez ⋅ Tal Haklay ⋅ Isabelle Lee ⋅ Marius Mosbach ⋅ Anja Reusch ⋅ Naomi Saphra ⋅ Byron Wallace ⋅ Sarah Wiegreffe ⋅ Eric Wong ⋅ Ian Tenney ⋅ Mor Geva
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3110
Improving Adversarial Robustness of Attribution via Implicit Regularization
In Poster Session 2
Amir Mehrpanah ⋅ Matteo Gamba ⋅ Hossein Azizpour
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3308
CLARITree: Cholesky and Lookahead Accelerations for Regression with Interpretable Piecewise Linear Trees
In Poster Session 2
Yixiao Wang ⋅ Hayden McTavish ⋅ Varun Babbar ⋅ Margo Seltzer ⋅ Cynthia Rudin
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3303
ExPLAIND: Unifying Model, Data, and Training Attribution to Study Model Behavior
In Poster Session 2
Florian Eichin ⋅ Yupei Du ⋅ Philipp Mondorf ⋅ Maria Matveev ⋅ Barbara Plank ⋅ Michael Hedderich
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3204
Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods
In Poster Session 2
Michal Moshkovitz ⋅ Suraj Srinivas ⋅ Lesia Semenova ⋅ Nave Frost ⋅ Cyrus Rashtchian ⋅ Valentyn Boreiko ⋅ Shichang Zhang ⋅ Himabindu Lakkaraju ⋅ Cynthia Rudin ⋅ Jennifer Wortman Vaughan
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3808
Position: Reframing Hallucination: Latent Space Geodesics as a Pathway for Generative Discovery
In Poster Session 2
Zhihao Hao ⋅ Bob Zhang ⋅ LI Haisheng
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1715
Position: Use Sparse Autoencoders to Discover Unknowns
In Poster Session 2
Kenny Peng ⋅ Rajiv Movva ⋅ Jon Kleinberg ⋅ Emma Pierson ⋅ Nikhil Garg
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3301
GaussTrace: Provenance Analysis of 3D Gaussian Splatting Models with Evidence-based LLM Reasoning
In Poster Session 2
Haoliang Han ⋅ Ziyuan Luo ⋅ Renjie Wan
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3313
A Positive Case for Faithfulness: Explanations Help Predict Model Behavior
In Poster Session 2
Harry Mayne ⋅ Justin S. Kang ⋅ Dewi Gould ⋅ Kannan Ramchandran ⋅ Adam Mahdi ⋅ Noah Siegel
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3300
Guaranteed Optimal Compositional Explanations for Neurons
In Poster Session 2
Biagio La Rosa ⋅ Leilani Gilpin
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #804
Auditing Sybil: Explaining Deep Lung Cancer Risk Prediction Through Generative Interventional Attributions
In Poster Session 2
Bartlomiej Sobieski ⋅ Jakub Grzywaczewski ⋅ Karol Dobiczek ⋅ Mateusz Wójcik ⋅ Tomasz Bartczak ⋅ Szatkowski Patryk ⋅ Przemysław Bombiński ⋅ Matthew Tivnan ⋅ Przemysław Biecek
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3207
RECAST: Model Reconstruction via Counterfactual-Aware Wasserstein Geometry under Limited Data
In Poster Session 2
Xuan Zhao ⋅ Lena Krieger ⋅ Zhuo Cao ⋅ Arya Bangun ⋅ Hanno Scharr ⋅ Ira Assent
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3305
Reasoning Theater: Disentangling Model Beliefs from Chain-of-Thought
In Poster Session 2
Siddharth Boppana ⋅ Annabel Ma ⋅ Max Loeffler ⋅ Raphaël Sarfati ⋅ Eric Bigelow ⋅ Atticus Geiger ⋅ Owen Lewis ⋅ Jack Merullo
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3212
Unified Time Series Explanations via Amortized Optimization and Instance-level Multi-Expert Knowledge Distillation
In Poster Session 2
Viet-Hung Tran ⋅ Zichi Zhang ⋅ Ngoc Doan ⋅ Xuan Hoang Nguyen ⋅ Phi Nguyen ⋅ Yimeng An ⋅ Peixin Li ⋅ Hans Vandierendonck ⋅ Ira Assent ⋅ Thai Son Mai
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2006
Position: The Data Provenance–Parametric Divide in Large Language Models
In Poster Session 2
Kabilan Elangovan ⋅ Jasmine Ong ⋅ Daniel Ting
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1709
Position: Express Your Doubts — Probabilistic World Modeling Should not be Based on Token *logprobs*
In Poster Session 2
Eitan Wagner ⋅ Omri Abend
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2005
Position: Stop Using Culturally Biased Human Cognitive Benchmarks to Evaluate LLMs
In Poster Session 2
Carla Troper
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3101
Sparse Tokens Suffice: Jailbreaking Audio Language Models via Token-Aware Gradient Optimization
In Poster Session 2
Zheng Fang ⋅ Xiaosen Wang ⋅ Shenyi Zhang ⋅ Shaokang Wang ⋅ Zhijin Ge
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3109
BlueCodeAgent: A Blue Teaming Agent Powered by Automated Red Teaming for CodeGen AI
In Poster Session 2
Chengquan Guo ⋅ Yuzhou Nie ⋅ Chulin Xie ⋅ Zinan Lin ⋅ Wenbo Guo ⋅ Bo Li
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3107
Jailbreak to Protect: Buffering Harmful Fine-Tuning via Temporary Jailbreaking LoRA in Large Language Models
In Poster Session 2
Seokil Ham ⋅ Jaehyuk Jang ⋅ Wonjun Lee ⋅ Changick Kim
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3104
Position: Safety Must Precede the Deployment of Open-Ended AI Agents
In Poster Session 2
Ivaxi Sheth ⋅ Jan Wehner ⋅ Sahar Abdelnabi ⋅ Ruta Binkyte ⋅ Mario Fritz
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3105
Mitigating the Safety–Utility Trade-off in LLM Alignment via Adaptive Safe Context Learning
In Poster Session 2
Yanbo Wang ⋅ Minzheng Wang ⋅ Jian Liang ⋅ Lu Wang ⋅ Yongcan Yu ⋅ Ran He
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3100
Acoustic Interference: A New Paradigm Weaponizing Acoustic Latent Semantic for Universal Jailbreak against Large Audio Language Models
In Poster Session 2
Yanyun Wang ⋅ Yu Huang ⋅ Zi Liang ⋅ Xixin Wu ⋅ Li Liu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3103
Reranker Helps, but Not Enough: Towards Strong Poisoning Attacks Against Retrieval-Augmented Generation
In Poster Session 2
Xiaokun Yang ⋅ Jian Liang ⋅ Yesheng Liu ⋅ Xin Xiong ⋅ Ran He ⋅ Tieniu Tan
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1613
Adversarially Robust Control of Conditional Value-at-Risk via Rockafellar-Uryasev Conformal Inference
In Poster Session 2
Catherine Chen ⋅ Jingyan Shen ⋅ Xinyu Yang ⋅ Lihua Lei
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4623
Rationality Measurement and Theory for Reinforcement Learning Agents
In Poster Session 2
Kejiang Qian ⋅ Amos Storkey ⋅ Fengxiang He
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4610
Learning to Rank from Incomplete Rankings
In Poster Session 2
Cristiano Migali ⋅ Gianmarco Genalti ⋅ Alberto Maria Metelli ⋅ Marco Mussi
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4613
Ski Rental with Distributional Predictions of Unknown Quality
In Poster Session 2
Qiming Cui ⋅ Michael Dinitz
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #212
Improved Bounds for Reward-Agnostic and Reward-Free Exploration
In Poster Session 2
Oran Ridel ⋅ Alon Peled-Cohen
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3111
Adversarially Robust Approximate Furthest Neighbor
In Poster Session 2
Kiarash Banihashem ⋅ Jeff Michael Giliberti ⋅ Prashant Gokhale ⋅ Samira Goudarzi ⋅ MohammadTaghi Hajiaghayi ⋅ Yuhao Liu ⋅ Morteza Monemizadeh ⋅ Sandeep Silwal
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4004
Probabilistic Bisection Algorithm Provably Achieves Exponential Convergence
In Poster Session 2
Ganghua Wang ⋅ Yuwei Cheng ⋅ Haifeng Xu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3112
Persuasive Privacy
In Poster Session 2
Joshua J Bon ⋅ James Bailie ⋅ Judith Rousseau ⋅ Christian P Robert
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4408
On the Power of (Approximate) Reward Models for Inference-Time Scaling: Sequential Monte Carlo and Beyond
In Poster Session 2
Youheng Zhu ⋅ Yiping Lu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4611
On the Ability of Transformers to Verify Plans
In Poster Session 2
Yash Sarrof ⋅ Yupei Du ⋅ Katharina Stein ⋅ Alexander Koller ⋅ Sylvie Thiébaux ⋅ Michael Hahn
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3403
How Hard Is Science?
In Poster Session 2
Adil Soubki ⋅ Miles Cranmer
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3614
Human-AI Collaborative Uncertainty Quantification
In Poster Session 2
Sima Noorani ⋅ Shayan Kiyani ⋅ George Pappas ⋅ Hamed Hassani
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #113
Single-Rollout Hidden-State Dynamics for Training-Free RLVR Data Selection
In Poster Session 2
Jianghao Wu ⋅ Jianfei Cai ⋅ Weiqiang Wang ⋅ Jin Ye ⋅ Daniel F Schmidt ⋅ Yasmeen George
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4618
Envy-Free Allocation of Indivisible Goods via Noisy Queries
In Poster Session 2
Zihan Li ⋅ Yan Hao Ling ⋅ Jonathan Scarlett ⋅ Warut Suksompong
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3215
Distortion of AI Alignment Revisited: RLHF is a Decent Utilitarian Aligner
In Poster Session 2
Kazusato Oko ⋅ Annie Ulichney ⋅ Nika Haghtalab ⋅ Han Bao
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3113
Optimal conversion from Rényi Differential Privacy to $f$-Differential Privacy
In Poster Session 2
Anneliese Riess ⋅ Felipe Gomez ⋅ Flavio Calmon ⋅ Julia Schnabel ⋅ Georgios Kaissis
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4609
Hallucination is a Consequence of Space-Optimality: A Rate-Distortion Theorem for Membership Testing
In Poster Session 2
Anxin Guo ⋅ Jingwei Li
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1615
Trees to Flows and Back: Unifying Decision Trees and Diffusion Models
In Poster Session 2
Sai Niranjan Ramachandran ⋅ Suvrit Sra
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4612
On the Intrinsic Limits of Transformer Image Embeddings in Non-Solvable Spatial Reasoning
In Poster Session 2
Siyi Lyu ⋅ Quan Liu ⋅ Feng Yan
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4620
Selling Data as a Digital Good with Scaling Valuations
In Poster Session 2
Ningyuan Li ⋅ Yanru Guan ⋅ Xiaotie Deng ⋅ Zihe Wang ⋅ Jie Zhang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4621
Welfare-Optimal Classification with Accuracy Auctions
In Poster Session 2
Bana Sadi ⋅ Eden Saig ⋅ Nir Rosenfeld
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4616
Approximate Proportionality in Online Fair Division
In Poster Session 2
Davin Choo ⋅ Winston Fu ⋅ Tzeh Yuan Neoh ⋅ Tze-Yang Poon ⋅ Nicholas Teh
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4614
Learning in Bayesian Stackelberg Games With Unknown Follower's Types
In Poster Session 2
Matteo Bollini ⋅ Francesco Bacchiocchi ⋅ Samuel Coutts ⋅ Matteo Castiglioni ⋅ Alberto Marchesi
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4615
A Stronger Benchmark for Online Bilateral Trade: From Fixed Prices to Distributions
In Poster Session 2
Anna Lunghi ⋅ Mattia Piccinato ⋅ Matteo Castiglioni ⋅ Alberto Marchesi
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4619
Online Fair Division with Additional Information
In Poster Session 2
Tzeh Yuan Neoh ⋅ Jannik Peters ⋅ Nicholas Teh
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3117
A theory of learning data statistics in diffusion models, from easy to hard
In Poster Session 2
Lorenzo Bardone ⋅ Claudia Merger ⋅ Sebastian Goldt
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4624
Why Agentic Theorem Prover Works: A Statistical Provability Theory of Mathematical Reasoning Models
In Poster Session 2
Sho Sonoda ⋅ Shunta Akiyama ⋅ Yuya Uezato
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2401
A Theoretical Framework for Modular Learning of Robust Generative Models
In Poster Session 2
Corinna Cortes ⋅ Mehryar Mohri ⋅ Yutao Zhong
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #2900
On the Accuracy of Newton Step and Influence Function Data Attributions
In Poster Session 2
Ittai Rubinstein ⋅ Samuel Hopkins
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4514
Efficient Online Influence Maximization under the Independent Cascade Model with Node-Level Feedback
In Poster Session 2
Arpit Agarwal ⋅ Varad Deolankar ⋅ Rohan Ghuge
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4625
Asymptotically Optimal Sequential Testing with Markovian Data
In Poster Session 2
Alhad Sethi ⋅ SOFIA SAGAR KAVALI ⋅ Shubhada Agrawal ⋅ Debabrota Basu ⋅ P. N. Karthik
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4513
Keep Everyone Happy: Online Fair Division of Numerous Items with Few Copies
In Poster Session 2
Arun Verma ⋅ Indrajit Saha ⋅ Makoto Yokoo ⋅ Bryan Kian Hsiang Low
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4622
Minimax-Optimal Policy Regret in Partially Observable Markov Games
In Poster Session 2
Raman Arora
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4001
On Regret Bounds of Thompson Sampling for Bayesian Optimization
In Poster Session 2
Shion Takeno ⋅ Shogo Iwazaki
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4511
Non-Stationary Online Structured Prediction with Surrogate Losses
In Poster Session 2
Shinsaku Sakaue ⋅ Han Bao ⋅ Yuzhou Cao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4510
Online Social Welfare Function-based Resource Allocation
In Poster Session 2
Kanad Pardeshi ⋅ Samsara Foubert ⋅ Aarti Singh
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4509
Parameter-free Dynamic Regret: Time-varying Movement Costs, Delayed Feedback, and Memory
In Poster Session 2
Hao Qiu ⋅ Andrew Jacobsen ⋅ Emmanuel Esposito ⋅ Mengxiao Zhang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4003
Online Packet Scheduling with Deadlines and Learning
In Poster Session 2
Gianmarco Genalti ⋅ Achraf Azize ⋅ Vianney Perchet
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4516
Beyond First-order Asymptotics in Sequential Mean Testing
In Poster Session 2
VIKAS DEEP ⋅ Shubhada Agrawal
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4002
Online Conformal Prediction via Universal Portfolio Algorithms
In Poster Session 2
Tuo Liu ⋅ Edgar Dobriban ⋅ Francesco Orabona
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3013
Robust and Consistent Ski Rental with Distributional Advice
In Poster Session 2
Jihwan Kim ⋅ Chenglin Fan
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3806
Online Tensor Learning: Computational and Statistical Trade-offs, Adaptivity and Optimal Regret
In Poster Session 2
Jingyang Li ⋅ Jian-Feng Cai ⋅ Yang Chen ⋅ Dong Xia
[ Slides]  [ URL] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4508
Prediction-Powered Adaptive Inference with Pretrained AI Models for Contextual Bandits
In Poster Session 2
Gabriel Sargent ⋅ Wei Sun ⋅ Zhengwu Zhang ⋅ Yufeng Liu
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4505
The Cost of Learning Under Multiple Change Points
In Poster Session 2
Tomer Gafni ⋅ Garud Iyengar ⋅ Assaf Zeevi
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4512
Logarithmic Switching Regret for Online Convex Optimization
In Poster Session 2
Wenhao Yang ⋅ Yibo Wang ⋅ Yuanyu Wan ⋅ Lijun Zhang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4506
Stronger Benchmarks for Prediction as a Service with Constraints
In Poster Session 2
Yahav Bechavod ⋅ Jiuyao Lu ⋅ Aaron Roth
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3102
Respecting Modality Gap in Post-hoc Out-of-distribution Detection with Pre-trained Vision-Language Models
In Poster Session 2
Yuanwei Hu ⋅ Bo Peng ⋅ Yadan Luo ⋅ zhen fang ⋅ Ling Chen ⋅ Jie Lu
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4515
Data- and Variance-dependent Regret Bounds for Online Tabular MDPs
In Poster Session 2
Mingyi Li ⋅ Taira Tsuchiya ⋅ Kenji Yamanishi
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4507
Revenue Efficiency of Correlated Equilibria in First Price Auctions
In Poster Session 2
Anders Bo Ipsen ⋅ Stratis Skoulakis
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4400
Mixtures Closest To A Given Measure: A Semidefinite Programming Approach
In Poster Session 2
Srećko Ðurašinović ⋅ Jean B Lasserre ⋅ Victor Magron
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4500
Learning-Augmented Online Minimization with Dual Predictions
In Poster Session 2
Christian Coester ⋅ Alexa Tudose ⋅ Alexander Turoczy
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4402
On the Computational Complexity of Performative Prediction
In Poster Session 2
Ioannis Anagnostides ⋅ Rohan Chauhan ⋅ Ioannis Panageas ⋅ Tuomas Sandholm ⋅ Jingming Yan
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3702
DREAM: A Unified Framework for Drift-Corrected Federated Multi-Objective Learning
In Poster Session 2
Yuan Zhou ⋅ Yidan Ou ⋅ Xinli Shi
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4404
QuantumBoost: A lazy, yet fast, quantum algorithm for learning with weak hypotheses
In Poster Session 2
Amira Abbas ⋅ Yanlin Chen ⋅ Tuyen Nguyen ⋅ Ronald de Wolf
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3703
Convergence Analysis of the Lion Optimizer in Centralized and Distributed Settings
In Poster Session 2
Wei Jiang ⋅ Mao Xu ⋅ Wenhao Yang ⋅ Yibo Wang ⋅ Zechao Li ⋅ Lijun Zhang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3002
Collaborative and Efficient Fine-tuning: Leveraging Task Similarity
In Poster Session 2
Gagik Magakyan ⋅ Amirhossein Reisizadeh ⋅ Chanwoo Park ⋅ Pablo A. Parrilo ⋅ Asuman Ozdaglar
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4407
TSP with Predictions: Heatmap to Tour with Provable Guarantees
In Poster Session 2
Marek Elias ⋅ Fabrizio Grandoni ⋅ Adam Polak ⋅ Eleonora Vercesi
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4405
Robust Learning via Nested Distributionally Robust Optimization
In Poster Session 2
Jinyi Huang ⋅ Jinlong Lei ⋅ Guodong Shi
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4401
Momentum Further Constrains Sharpness at the Edge of Stochastic Stability
In Poster Session 2
Arseniy Andreyev ⋅ Advikar Ananthkumar ⋅ Marc Walden ⋅ Tomaso A Poggio ⋅ Pierfrancesco Beneventano
[ Slides]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3701
Taming Stochastic Gradient Descent: Almost Sure Convergence and Saddle-Point Avoidance under $(L_{0},L_{1})$-Smoothness
In Poster Session 2
Vassilis Apidopoulos ⋅ Iosif Lytras ⋅ Panayotis Mertikopoulos
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3705
On the Convergence Rate of LoRA Gradient Descent
In Poster Session 2
Siqiao Mu ⋅ Diego Klabjan
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #1614
Towards Understanding Adam Convergence on Highly Degenerate Polynomials
In Poster Session 2
Zhiwei Bai ⋅ Jiajie Zhao ⋅ Zhangchen Zhou ⋅ Zhi-Qin John Xu ⋅ Yaoyu Zhang
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4501
Global Convergence of Adaptive Sensing for Principal Eigenvector Estimation
In Poster Session 2
Alex Saad-Falcon ⋅ Brighton Ancelin ⋅ Justin Romberg
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4403
Optimal Transport with Symmetry Groups
In Poster Session 2
Jiechao Zhang ⋅ Huichun Zhang ⋅ Jian Sun ⋅ Wei Zeng
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4607
How Can Mamba Learn In Context with Outliers and Generalize Provably?
In Poster Session 2
Hongkang Li ⋅ Songtao Lu ⋅ Xiaodong Cui ⋅ Pin-Yu Chen ⋅ Meng Wang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #3708
Local Minima in Quadratic-Penalty Relaxations of Binary Linear Programs
In Poster Session 2
Cheng-Han Huang ⋅ Yongliang Sun ⋅ Chaoyan Huang ⋅ Ismail Alkhouri ⋅ Rongrong Wang
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4406
Steady-State Behavior of Constant-Stepsize Stochastic Approximation: Gaussian Approximation and Tail Bounds
In Poster Session 2
Yuyang Wang ⋅ Felix Wang ⋅ Zedong Wang ⋅ Ijay Narang ⋅ Yuzhou Wang ⋅ Siva Maguluri
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4504
A General Framework for Dynamic Consistent Submodular Maximization
In Poster Session 2
PAUL DUETTING ⋅ Federico Fusco ⋅ Silvio Lattanzi ⋅ Ashkan Norouzi-Fard ⋅ Ola Svensson ⋅ Morteza Zadimoghaddam
[ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4608
Transformers Learn the Optimal DDPM Denoiser for Multi-Token GMMs
In Poster Session 2
Hongkang Li ⋅ Hancheng Min ⋅ Rene Vidal
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4617
Asymmetric Perturbation in Solving Bilinear Saddle-Point Optimization
In Poster Session 2
Kenshi Abe ⋅ Mitsuki Sakamoto ⋅ Kaito Ariu ⋅ Atsushi Iwasaki
[ Poster]  [ OpenReview] 
Poster
Mon Jul 06 10:00 PM -- 11:45 PM (PDT) @ HALL A #4502
Federated Bilevel Performative Prediction
In Poster Session 2
Liangxin Qian ⋅ Chang Liu ⋅ Xuanyu Cao ⋅ Jun Zhao ⋅ Kwok Yan Lam
[ OpenReview]