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Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Position: RL Researchers Need to Distinguish Between Solving Simulators and Using Simulators as a Proxy
In Poster Session 2
Matthew Vandergrift ⋅ Esraa Elelimy ⋅ Martha White
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Position: Web Agents Should Use Typed Actions Instead of Click-Based Browsing
In Poster Session 2
Linxi Jiang ⋅ Rui Xi ⋅ Zhijie Liu ⋅ Shuo Chen ⋅ Zhiqiang Lin ⋅ Suman Nath
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Position: Beyond Reasoning Zombies — AI Reasoning Requires Process Validity
In Poster Session 2
Rachel Lawrence ⋅ Jacqueline Maasch
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
OpenSage: Self-programming Agent Generation Engine
In Poster Session 2
Hongwei Li ⋅ Zhun Wang ⋅ Qinrun Dai ⋅ Yuzhou Nie ⋅ Jinjun Peng ⋅ Ruitong Liu ⋅ Jingyang Zhang ⋅ Kaijie Zhu ⋅ Jingxuan He ⋅ Lun Wang ⋅ Yangruibo Ding ⋅ Yueqi Chen ⋅ Wenbo Guo ⋅ Dawn Song
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
CyberJurors: A Multi-Agent Simulation Task for E-Commerce Disputes Verdict
In Poster Session 2
Yanhui Sun ⋅ Wu Liu ⋅ Haifeng Ming ⋅ Xinru Wang ⋅ Hantao Yao ⋅ Yongdong Zhang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
SorryDB: Can AI Provers Complete Real-World Lean Theorems?
In Poster Session 2
Austin Letson ⋅ Leopoldo Sarra ⋅ Auguste Poiroux ⋅ Oliver Dressler ⋅ Paul Lezeau ⋅ Dhyan Aranha ⋅ Frederick Pu ⋅ Aaron Hill ⋅ Miguel Hidalgo ⋅ Julian Berman ⋅ George Tsoukalas ⋅ Lenny Taelman
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
EnterpriseOps-Gym: Environments and Evaluations for Stateful Agentic Planning and Tool Use in Enterprise Settings
In Poster Session 2
Shiva Malay ⋅ Perampalli Shravan Nayak ⋅ Sagar Davasam ⋅ Srinivas Sunkara ⋅ Sai Rajeswar Mudumba
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
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
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Darwinian Memory: A Training-Free Self-Regulating Memory System for GUI Agent Evolution
In Poster Session 2
Hongze Mi ⋅ Yibo Feng ⋅ Wenjie Lu ⋅ Song Cao ⋅ Jinyuan Li ⋅ Yanming Li ⋅ Xuelin Zhang ⋅ Haotian Luo ⋅ Songyang Peng ⋅ He Cui ⋅ Tengfei Tian ⋅ Jun Fang ⋅ Hua Chai ⋅ Naiqiang Tan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
CAPTCHA Solving for Native GUI Agents: Automated Reasoning-Action Data Generation and Self-Corrective Training
In Poster Session 2
Yuxi Chen ⋅ Haoyu Zhai ⋅ Chenkai Wang ⋅ Rui Yang ⋅ LINGMING ZHANG ⋅ Gang Wang ⋅ Huan Zhang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
EduMirror: Modeling Educational Social Dynamics with Value-driven Multi-agent Simulation
In Poster Session 2
Jingzhe Lin ⋅ Hengbin Yu ⋅ Yongdan Zeng ⋅ Fangwei Zhong
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
LiveFigure: Generating Editable Scientific Illustration with VLM Agents
In Poster Session 2
Chenyang Shao ⋅ Jiahe Liu ⋅ Fengli Xu ⋅ Yong Li
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
MindFlow: Mind Supernet Powered Thinking Flows for Research Idea Innovation
In Poster Session 2
Mengdi Liu ⋅ Wenjue Chen ⋅ Wenyue Chen ⋅ Cheng Yang ⋅ Fanqi Kong ⋅ Zhangyang Gao ⋅ Xiaoxue Cheng ⋅ Yiheng Li ⋅ Yujian Yuan ⋅ Keliang Li ⋅ Hong Chang ⋅ Shiguang Shan ⋅ Wu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Failure is Feedback: History-Aware Backtracking for Agentic Traversal in Multimodal Graphs
In Poster Session 2
Joohyung Yun ⋅ Doyup Lee ⋅ Wook-Shin Han
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
A Systematic Study of Behavioral Cloning for Scientific Data Annotation
In Poster Session 2
Ishaan Singh Chandok ⋅ Core Francisco Park
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
LitReview Arena: Evaluating Literature Review Agents with Battle-style Peer Review Platform
In Poster Session 2
Ruotong Zhao ⋅ Zhiyu Chen ⋅ Xurui Liu ⋅ Haidong Xue ⋅ Dong Liang ⋅ Jigao Fu ⋅ Wu YanBiao ⋅ Yuanyi Zhen ⋅ Fengli Xu ⋅ Yong Li
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Principle-Evolvable Scientific Discovery via Uncertainty Minimization
In Poster Session 2
Yingming Pu ⋅ Tao LIN ⋅ Hongyu Chen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Opt-Miner: Empowering Information-Seeking Agent with Tree-Guided Data Synthesis for Optimization Modeling
In Poster Session 2
Haoyang Liu ⋅ Yuyang Cai ⋅ Jie Wang ⋅ Xiongwei Han ⋅ Minyang Hu ⋅ Shuqi LIU ⋅ Mingxuan Yuan ⋅ Jianye Hao ⋅ Feng Wu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Mobility-Embedded POIs: Learning What A Place Is and How It Is Used from Human Movement
In Poster Session 2
Maria Despoina Siampou ⋅ Shushman Choudhury ⋅ Shang-Ling Hsu ⋅ Neha Arora ⋅ Cyrus Shahabi
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Verbalized Bayesian Persuasion
In Poster Session 2
Wenhao Li ⋅ Yue Lin ⋅ Yun Hua ⋅ Xiangfeng Wang ⋅ Bo Jin ⋅ Hongyuan Zha ⋅ Baoxiang Wang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
CoME: Empowering Channel-of-Mobile-Experts with Informative Hybrid-Capabilities Reasoning
In Poster Session 2
Yuxuan Liu ⋅ Weikai Xu ⋅ Kun Huang ⋅ Changyu Chen ⋅ Jiankun Zhao ⋅ Pengzhi Gao ⋅ Wei Liu ⋅ Jian Luan ⋅ Shuo Shang ⋅ Bo Du ⋅ Ji-Rong Wen ⋅ Rui Yan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
When AI Agents Compete for Jobs: Strategic Capabilities and Economic Dynamics of AI Labour Markets
In Poster Session 2
Chris Chiu ⋅ Simpson Zhang ⋅ Mihaela van der Schaar
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Position: The Case for Theory-Level Autoformalization
In Poster Session 2
Marcus Min ⋅ Deyuan Mike He ⋅ Zhaoyu Li ⋅ Zixuan Yi ⋅ Sharad Malik ⋅ Aarti Gupta ⋅ Xujie Si ⋅ Osbert Bastani
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Weaving in the Clouds: Achieving Synergistic Collaboration among LLM Agents via Federated Learning
In Poster Session 2
Jiaxing Zhao ⋅ Hongbin Xie ⋅ Yuzhen Lei ⋅ Xuan Song ⋅ Zhuoran Shi ⋅ Lianxin Li ⋅ Shuangxue Liu ⋅ Haoran Zhang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Position: Don't Just "Fix it in Post'': A Science of AI Must Study Learning Dynamics
In Poster Session 2
Stella Biderman ⋅ Mohammad Aflah Khan ⋅ Niloofar Mireshghallah ⋅ Catherine Arnett ⋅ Fazl Barez ⋅ Naomi Saphra
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Eating for a Sustainable Planet: Personalized Sustainable Diet Recommendation via Constraint-Aware Decision-Making Modeling
In Poster Session 2
Ying Jin ⋅ Weiqing Min ⋅ Mingyu Huang ⋅ Shuqiang Jiang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Can Recommender Systems Teach Themselves? A Recursive Self-Improving Framework with Fidelity Control
In Poster Session 2
Luankang Zhang ⋅ Hao Wang ⋅ Zhongzhou Liu ⋅ MINGJIA YIN ⋅ Yonghao Huang ⋅ Jiaqi Li ⋅ Wei Guo ⋅ Yong Liu ⋅ Huifeng Guo ⋅ Defu Lian ⋅ Enhong Chen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Adaptive Protein Tokenization
In Poster Session 2
Rohit Dilip ⋅ Ayush Varshney ⋅ David Van Valen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
dnaHNet: A Scalable and Hierarchical Foundation Model for Genomic Sequence Learning
In Poster Session 2
Arnav Shah ⋅ Junzhe Li ⋅ Parsa Idehpour ⋅ Adibvafa Fallahpour ⋅ Brandon Wang ⋅ Sukjun Hwang ⋅ BO WANG ⋅ Patrick Hsu ⋅ Hani Goodarzi ⋅ Albert Gu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
MulFCoder: Framework-conditioned Multi-agent for MLLM-based Multi-framework Front-end Code Generation
In Poster Session 2
Jie Wu ⋅ Haoran Ma ⋅ Shisong Tang ⋅ Yulin Xu ⋅ Xiaoyu Kang ⋅ Jiechao Gao
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Deterministic Component Mining for Multi-framework UI2Code Generation
In Poster Session 2
Zixiong Yang ⋅ Linxiao Li ⋅ Jiaye Lin ⋅ Binrui Wu ⋅ Xiaoyu Kang ⋅ Jiechao Gao
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Exploring Motif-based Heterogeneous Graph Learning for ReDoS Detection
In Poster Session 2
Hong Huang ⋅ Chengyu Yao ⋅ Rongchen Li ⋅ Weihao Su ⋅ Chengyao Peng ⋅ Haiming Chen ⋅ Guiyi He
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
From Intent to Solver Code: Semantic Alignment in Optimization Modeling
In Poster Session 2
Yansen Zhang ⋅ Qingcan Kang ⋅ Yujie chen ⋅ Yufei Wang ⋅ Xiongwei Han ⋅ Tao Zhong ⋅ Mingxuan Yuan ⋅ Chen Ma
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
ProOPF: Benchmarking and Improving LLMs for Professional-Grade Power Systems Optimization Modeling
In Poster Session 2
Chao Shen ⋅ Zihan Guo ⋅ Xu Wan ⋅ Zhenghao Yang ⋅ Yifan Zhang ⋅ Wenqi Huang ⋅ Jie Song ⋅ Zongyan Zhang ⋅ Mingyang Sun
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Expert-level Leaf Cell Layout Generation via Preference-Optimized LLM
In Poster Session 2
Yaohui Han ⋅ Rongliang Fu ⋅ Yanming Liu ⋅ Shuo Ren ⋅ Shuai Dong ⋅ Yunpeng Wang ⋅ Tinghuan Chen ⋅ Bei Yu ⋅ Tsung-Yi Ho
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
LLM-Guided Loop Bound Generation for Program Termination Verification
In Poster Session 2
Zan Gong ⋅ Biting Huang ⋅ Fei He
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
MalTree: Tracing Malware Evolution using Embeddings at Scale
In Poster Session 2
Akash Amalan ⋅ Georgios Smaragdakis ⋅ Tom Viering
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
AlgoVeri: An Aligned Benchmark for Verified Code Generation on Classical Algorithms
In Poster Session 2
Haoyu Zhao ⋅ Ziran Yang ⋅ Jiawei Li ⋅ Deyuan Mike He ⋅ Zenan Li ⋅ Chi Jin ⋅ Venugopal Veeravalli ⋅ Aarti Gupta ⋅ Sanjeev Arora
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
From Evaluation to Design: Using Potential Energy Surface Smoothness Metrics to Guide ML Interatomic Potential Architectures
In Poster Session 2
Ryan Liu ⋅ Eric Qu ⋅ Tobias Kreiman ⋅ Samuel Blau ⋅ Aditi Krishnapriyan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
MOES-Pred: Molecular Structural Representation Learning by Adaptive Energy-Sentinel Vibration for Generalized Property Prediction
In Poster Session 2
ZHIRAN HOU ⋅ TINGHUAI MA ⋅ Huan Rong ⋅ Li Jia ⋅ Anouar Imel ⋅ Heng Zhang ⋅ Ming Li
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
MMPD-Bench: Bridging Multimodal Fission with Multi-Polarimetric Modalities Decomposition
In Poster Session 2
Yi He ⋅ Zimo Zhao ⋅ Yiming Yang ⋅ Xiaoyuan Cheng ⋅ Chao He ⋅ Yukun Hu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Large-Scale Molecular Dynamics Simulations: Direct Interatomic Modeling with Dilated Message Passing
In Poster Session 2
Haokai Hong ⋅ Wanyu LIN ⋅ KC Tan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Elign: Equivariant Diffusion Model Alignment from Foundational Machine Learned Force Fields
In Poster Session 2
Yunyang Li ⋅ Lin Huang ⋅ Luojia Xia ⋅ Wenhe Zhang ⋅ Mark Gerstein
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Protein Autoregressive Modeling via Multiscale Structure Generation
In Poster Session 2
Yanru Qu ⋅ Cheng-Yen Hsieh ⋅ Zaixiang Zheng ⋅ Ge Liu ⋅ Quanquan Gu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
FlexiFlow: decomposable flow matching for generation of flexible molecular ensemble
In Poster Session 2
Riccardo Tedoldi ⋅ Ola Engkvist ⋅ Patrick Bryant ⋅ Hossein Azizpour ⋅ Jon Paul Janet ⋅ Alessandro Tibo
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Support-Proximity Augmented Diffusion Estimation for Offline Black-Box Optimization
In Poster Session 2
Yonghan Yang ⋅ Ye Yuan ⋅ Zipeng Sun ⋅ Linfeng Du ⋅ Bowei He ⋅ Haolun Wu ⋅ Can Chen ⋅ Xue Liu
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
From Human Labels to Literature: Semi-Supervised Learning of NMR Chemical Shifts at Scale
In Poster Session 2
Yongqi Jin ⋅ Yecheng Wang ⋅ Jun-jie Wang ⋅ Rong Zhu ⋅ Guolin Ke ⋅ Weinan E
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
MetaDNS: Enhancing Exploration in Discrete Neural Samplers via Metadynamics
In Poster Session 2
Xiaochen Du ⋅ Juno Nam ⋅ Jaemoo Choi ⋅ Wei Guo ⋅ Sathya Edamadaka ⋅ Junyi Sha ⋅ Elton Pan ⋅ Yongxin Chen ⋅ Molei Tao ⋅ Rafael Gomez-Bombarelli
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
MuCO: Generative Peptide Cyclization Empowered by Multi-stage Conformation Optimization
In Poster Session 2
Yitian Wang ⋅ Fanmeng Wang ⋅ Angxiao Yue ⋅ Wentao Guo ⋅ Yaning Cui ⋅ Hongteng Xu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
SynLaD: Latent Diffusion for Generating Synthesizable Molecules Conditioned on 3D Pharmacophore Profiles
In Poster Session 2
Miruna Cretu ⋅ John Bradshaw ⋅ Patricia Suriana ⋅ Saeed Saremi ⋅ Omar Mahmood ⋅ Kirill Shmilovich ⋅ Kangway Chuang ⋅ Vishnu Sresht ⋅ Colin A. Grambow
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
MacroGuide: Topological Guidance for Macrocycle Generation
In Poster Session 2
Alicja Maksymiuk ⋅ Alexandre Duplessis ⋅ Ismail Ceylan ⋅ Alexander Tong ⋅ Fernanda Duarte ⋅ Michael Bronstein
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Physics-Informed Self-Supervised Learning on Efficient Electron-Density Images for Organic Material Property Prediction
In Poster Session 2
Zhixiang Cheng ⋅ Hongxin Xiang ⋅ Mingquan Liu ⋅ Tengfei Ma ⋅ Yingzhuo Tu ⋅ Wenjie Du ⋅ Bosheng Song ⋅ Yiping Liu ⋅ xiangxiang Zeng
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Speculative Sampling For Faster Molecular Dynamics
In Poster Session 2
Arthur Kosmala ⋅ Stephan Günnemann ⋅ Meng Gao ⋅ Brandon Wood
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Learning Compressed Shape-Aware Molecular Representations for Virtual Screening
In Poster Session 2
Robin Winter ⋅ Julian Cremer ⋅ Djork-Arné Clevert
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
On the Generalization in Topology Optimization via Sensitivity-Conditioned Bernoulli Flow Matching
In Poster Session 2
Mohammad Rashed ⋅ Duarte Filipe Valoroso Madeira ⋅ Babak Gholami ⋅ Caglar Guerbuez ⋅ Yunjia Yang ⋅ Nils Thuerey
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
From Holo Pockets to Electron Density: GPT-style Drug Design with Density
In Poster Session 2
Jiahao Chen ⋅ Letian Gao ⋅ Yanhaozhu ⋅ wenbiao zhou ⋅ Bing Su ⋅ Zhi Lu ⋅ Bo Huang
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
StarEmbed: Benchmarking Time Series Foundation Models on Astronomical Observations of Variable Stars
In Poster Session 2
Weijian Li ⋅ Hong-Yu Chen ⋅ Nabeel Rehemtulla ⋅ Ved Shah ⋅ Dongho Kim ⋅ Dennis Wu ⋅ Qinjie Lin ⋅ Adam Miller ⋅ Han Liu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Learning, Solving and Optimizing PDEs with TensorGalerkin: an efficient high-performance Galerkin assembly algorithm
In Poster Session 2
Shizheng Wen ⋅ Mingyuan chi ⋅ Tianwei Yu ⋅ Ben Moseley ⋅ Mike Yan Michelis ⋅ Pu Ren ⋅ Hao Sun ⋅ Siddhartha Mishra
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Deep Scientific Reasoning under Physical Constraints: Structure-Aware Spectrum Prediction for Electronic Density of States
In Poster Session 2
Yingheng Wang ⋅ Tao Yu ⋅ Shufeng Kong ⋅ Yingheng Wang ⋅ John Gregoire ⋅ Carla Gomes
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
$\texttt{FlashSchNet}$: Fast and Accurate Coarse-Grained Neural Network Molecular Dynamics
In Poster Session 2
Pingzhi Li ⋅ Hongxuan Li ⋅ Zirui Liu ⋅ Xingcheng Lin ⋅ Tianlong Chen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
MAST: Motif-Augmented Diffusion with Search Tree for Spectroscopic Molecular Structure Elucidation
In Poster Session 2
Chenghao Jia ⋅ Mengdi Liu ⋅ Hong Chang ⋅ Shiguang Shan ⋅ Xilin Chen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Protein Design with Agent Rosetta: A Case Study for Specialized Scientific Agents
In Poster Session 2
Jacopo Teneggi ⋅ SM Turzo ⋅ Tanya Marwah ⋅ Alberto Bietti ⋅ P. Douglas Renfrew ⋅ Vikram Mulligan ⋅ Siavash Golkar
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Retro-Expert: Collaborative Reasoning for Interpretable Retrosynthesis
In Poster Session 2
Xinyi Li ⋅ Sai Wang ⋅ Yutian Lin ⋅ Yu Wu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Predicting evolutionary rate as a pretraining task improves genome language model representations
In Poster Session 2
Mica Consens ⋅ Kevin Yang ⋅ James Hall ⋅ Ashley Conard ⋅ BO WANG ⋅ Lorin Crawford ⋅ Alan Moses ⋅ Alex Lu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Efficient and Safe Molecular Assembly via Reinforcement Learning and Constraint Solving
In Poster Session 2
Stefan Pranger ⋅ Bernhard Ramsauer ⋅ Oliver Hofmann ⋅ Bettina Könighofer
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
LDARNet: DNA Adaptive Representation Network with Learnable Tokenization for Genomic Modeling
In Poster Session 2
Daria Ledneva ⋅ Denis Kuznetsov
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
DISSOLVR: An Interpretable and Fast Framework for Aqueous and Organic Solubility Prediction
In Poster Session 2
Vansh Ramani ⋅ Har Ashish Arora ⋅ Dhairya Kuchhal ⋅ Sayan Ranu ⋅ Tarak Karmakar
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Machine Learning Hamiltonians are Accurate Energy-Force Predictors
In Poster Session 2
Seongsu Kim ⋅ Chanhui Lee ⋅ Yoonho Kim ⋅ Seongjun Yun ⋅ Honghui Kim ⋅ Nayoung Kim ⋅ Changyoung Park ⋅ Sehui Han ⋅ Sungbin Lim ⋅ Sungsoo Ahn
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Flexible Kernels for Protein Property Prediction
In Poster Session 2
Martin Jankowiak ⋅ Yerdos Ordabayev ⋅ Rudraksh Tuwani ⋅ Henry Ward ⋅ Hunter Nisonoff ⋅ James McFarland ⋅ Gevorg Grigoryan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Learning the Interaction Prior for Protein-Protein Interaction Prediction: A Model-Agnostic Approach
In Poster Session 2
Ziqi Gao ⋅ Chenyi Zi ⋅ He Cao ⋅ Ziqiao Meng ⋅ Yu Li ⋅ Jia Li
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
CocoRNA: Collective RNA Design with Cooperative Multi-agent Reinforcement Learning
In Poster Session 2
Tianmeng Hu ⋅ Biao Luo ⋅ Ke Li
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
A recipe for scalable attention-based ML potentials: unlocking long-range accuracy with all-to-all node attention
In Poster Session 2
Eric Qu ⋅ Brandon Wood ⋅ Aditi Krishnapriyan ⋅ Zachary Ulissi
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Controllable Molecule Generation via Sparse Representation Editing: An Interpretability-Driven Perspective
In Poster Session 2
Zhuoran Li ⋅ Xu Sun ⋅ Wanyu LIN ⋅ Chang Chen
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Geometric Embedding Alignment via Curvature Matching in Transfer Learning
In Poster Session 2
Sung Moon Ko ⋅ Jaewan Lee ⋅ Sumin Lee ⋅ Soorin Yim ⋅ Sehui Han
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
LabBuilder: Protocol-Grounded 3D Layout Generation for Interactable and Safe Laboratory
In Poster Session 2
Jianbao Cao ⋅ zhangrui zhao ⋅ Bohan Feng ⋅ Zixuan Hu ⋅ Rui Li ⋅ Haiyuan Wan ⋅ Chenxi Li ⋅ jingyuan Li ⋅ Wenzhe Cai ⋅ LEI BAI ⋅ Wanli Ouyang ⋅ LINGYU DUAN ⋅ Di Huang ⋅ Minting Pan ⋅ Sha Zhang ⋅ Xinzhu Ma ⋅ SHIXIANG TANG ⋅ Dongzhan Zhou
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
APEX: Approximate-but-exhaustive search for ultra-large combinatorial synthesis libraries
In Poster Session 2
Aryan Pedawi ⋅ Jordi Silvestre-Ryan ⋅ Bradley Worley ⋅ Darren Hsu ⋅ Kushal Shah ⋅ Elias Stehle ⋅ Jingrong Zhang ⋅ Izhar Wallach
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Constrained hybrid modelling to predict microbial dynamics and organic matter turnover in soil systems
In Poster Session 2
Paul Collart ⋅ Juergen Gall ⋅ Andrea Schnepf ⋅ Holger Pagel ⋅ Lars Doorenbos
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Interpretable Neural ODEs for Gene Regulatory Network Discovery under Perturbations
In Poster Session 2
Zaikang Lin ⋅ Sei Chang ⋅ Aaron Zweig ⋅ Minseo Kang ⋅ Fabian Theis ⋅ Elham Azizi ⋅ David A Knowles
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
DNACHUNKER: Learnable Tokenization for DNA Language Models
In Poster Session 2
Taewon Kim ⋅ Jihwan Shin ⋅ Hyomin Kim ⋅ Youngmok Jung ⋅ Jonghoon Lee ⋅ Won-Chul Lee ⋅ Insu Han ⋅ Sungsoo Ahn
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
LipoPU: Pocket-level Prediction of Lipid-Protein Interactions via Positive-Unlabeled Learning
In Poster Session 2
Yuxing Wang ⋅ Wenyi Zhang ⋅ Yilong Zou ⋅ Jing Huang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Smooth Dynamic Cutoffs for Machine Learning Interatomic Potentials
In Poster Session 2
Kevin Han ⋅ Haolin Cong ⋅ Bowen Deng ⋅ Amir Barati Farimani
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Scientific logicality enriched methodology for LLM reasoning: A practice in physics
In Poster Session 2
Zhaoxin Yu ⋅ Nan Xu ⋅ Kun Chen ⋅ Jiahao Zhao ⋅ Lei Wang ⋅ Wenji Mao
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
FLIP2: Expanding Protein Fitness Landscape Benchmarks for Real-World Machine Learning Applications
In Poster Session 2
Kieran Didi ⋅ Sarah Alamdari ⋅ Alex Lu ⋅ Bruce Wittmann ⋅ Kadina Johnston ⋅ Ava Amini ⋅ Ali Madani ⋅ Maya Czeneszew ⋅ Christian Dallago ⋅ Kevin Yang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
GENEB: Why Genomic Models Are Hard to Compare
In Poster Session 2
Daria Ledneva ⋅ Mikhail Nuridinov ⋅ Denis Kuznetsov
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
GRASP: Awakening Latent Spatial Reasoning in LVLMs via Training-free Geometric Rectification
In Poster Session 2
Jiadong Yan ⋅ Ke Zhang ⋅ Chenyang Zhao ⋅ Shoushan Li ⋅ Xizhao Luo
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
RelaxFlow: Text-Driven Amodal 3D Generation
In Poster Session 2
Jiayin Zhu ⋅ Guoji Fu ⋅ Xiaolu Liu ⋅ Qiyuan He ⋅ Yicong Li ⋅ Angela Yao
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
PyVision-RL: Forging Open Agentic Vision Models via RL
In Poster Session 2
Shitian Zhao ⋅ Shaoheng Lin ⋅ Ming Li ⋅ Haoquan Zhang ⋅ Wenshuo Peng ⋅ Kaipeng Zhang ⋅ Chen Wei
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Contextualized Visual Personalization in Vision-Language Models
In Poster Session 2
Yeongtak Oh ⋅ Sangwon Yu ⋅ Junsung Park ⋅ Han Cheol Moon ⋅ Jisoo (Jenny) Mok ⋅ Sungroh Yoon
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Boosting Monocular Metric Depth Estimation via Bokeh Rendering
In Poster Session 2
Hangwei Zhang ⋅ Armando Fortes ⋅ Tianyi Wei ⋅ Xingang Pan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Position: Your VLM May Not Be Thinking with Interleaved Images
In Poster Session 2
Wenjie Yang ⋅ Siqi Zhu ⋅ Zengfeng Huang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
ACTIVE-o3 : Empowering MLLMs with Active Perception via Pure Reinforcement Learning
In Poster Session 2
Muzhi Zhu ⋅ Hao Zhong ⋅ Canyu Zhao ⋅ Zongze Du ⋅ Mingyu Liu ⋅ Zheng Huang ⋅ Anzhou Li ⋅ Hao Chen ⋅ Cheng Zou ⋅ Jingdong Chen ⋅ Ming Yang ⋅ Chunhua Shen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Rethinking Human Intent to CAD: Parametric CAD Model Generation via Cooperative Multi-Task Alignment and Spatial-Aware Reinforcement Learning
In Poster Session 2
Qingwang Zhang ⋅ Jiahao Li ⋅ Xiangdong Zhou
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Interactive Segmentation with Elaborate Focus Prior
In Poster Session 2
Kangpeng Hu ⋅ Quansen Sun ⋅ Tao Wang ⋅ Yinghui Sun ⋅ Weihao Zhang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
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
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Probabilistic Salient Object Ranking
In Poster Session 2
Rongjin Guo ⋅ Guan Huankang ⋅ Rynson Lau
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
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
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Rethinking Video Generation Model for the Embodied World
In Poster Session 2
Yufan Deng ⋅ Zilin Pan ⋅ Hongyu Zhang ⋅ Xiaojie Li ⋅ Huruoqing ⋅ Yufei Ding ⋅ Yiming Zou ⋅ Yan Zeng ⋅ Zhou Daquan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Benchmarking and Evolving Reason-Reflect-Rectify for Reflective Visual Generation
In Poster Session 2
Junjie Wang ⋅ 星华 娄 ⋅ Xiangtai Li ⋅ Ye Tian ⋅ Keyu Chen ⋅ Yulin Li ⋅ Bin Kang ⋅ Guangcan Mai ⋅ Yanwei Li ⋅ Zhuotao Tian ⋅ Liqiang Nie
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
VideoSEAL: Separating Planning from Answer Authority for Agentic Long Video Understanding
In Poster Session 2
Chenhao Qiu ⋅ Yechao Zhang ⋅ Xin Luo ⋅ Shien Song ⋅ Xusheng Liu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
PhysHanDI: Physics-Based Reconstruction of Hand-Deformable Object Interactions
In Poster Session 2
Jihyun Lee ⋅ Changmin Lee ⋅ Donghwan Kim ⋅ Tae-Kyun Kim
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
EEmo-Logic: A Unified Dataset and Multi-Stage Framework for Comprehensive Image-Evoked Emotion Assessment
In Poster Session 2
Lancheng Gao ⋅ Ziheng Jia ⋅ Zixuan Xing ⋅ Wei Sun ⋅ Huiyu Duan ⋅ Guangtao Zhai ⋅ Xiongkuo Min
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
PhysForge: Generating Physics-Grounded 3D Assets for Interactive Virtual World
In Poster Session 2
Yunhan Yang ⋅ Chunshi Wang ⋅ Junliang Ye ⋅ YANG LI ⋅ Zanxin Chen ⋅ Zehuan Huang ⋅ Yao Mu ⋅ Zhuo Chen ⋅ Chunchao Guo ⋅ Xihui Liu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
World-R1: Reinforcing 3D Constraints for Text-to-Video Generation
In Poster Session 2
Weijie Wang ⋅ Xiaoxuan He ⋅ Youping Gu ⋅ Zeyu Zhang ⋅ Yefei He ⋅ Yanbo Ding ⋅ Donny Y. Chen ⋅ Xirui Hu ⋅ Zhiyuan He ⋅ Yuqing Yang ⋅ Yifan Yang ⋅ Bohan Zhuang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
iVGR: Internalizing Visually Grounded Reasoning for MLLMs with Reinforcement Learning
In Poster Session 2
Changbin Zhang ⋅ Yujie Zhong ⋅ Qiang Zhang ⋅ Kai Han
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
GUI-Spotlight: Adaptive Iterative Focus Refinement for Enhanced GUI Visual Grounding
In Poster Session 2
Bin Lei ⋅ Nuo Xu ⋅ Ali Payani ⋅ Mingyi Hong ⋅ Chunhua Liao ⋅ Yu Cao ⋅ Caiwen Ding
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
PhotoAgent: Exploratory Visual Aesthetic Planning with Large Vision Models
In Poster Session 2
Mingde Yao ⋅ Zhiyuan You ⋅ King-Man Tam ⋅ Menglu Wang ⋅ Tianfan Xue
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Semantic-Enriched Latent Visual Reasoning
In Poster Session 2
Tianrun Xu ⋅ Yue Sun ⋅ Qixun Wang ⋅ Jingyi Lu ⋅ Yuan Wang ⋅ Tianren Zhang ⋅ Longteng Guo ⋅ Fengyun Rao ⋅ Jing LYU ⋅ Jing Liu ⋅ Feng Chen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
World-Shaper: A Unified Framework for 360° Panoramic Editing
In Poster Session 2
Dong Liang ⋅ yuhao liu ⋅ Jinyuan Jia ⋅ Youjun Zhao ⋅ Rynson Lau
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
TaRO: Temporal-Aware Reasoning Optimization for Video Temporal Grounding
In Poster Session 2
Minghang Zheng ⋅ Zihao Yin ⋅ YI YANG ⋅ Yuxin Peng ⋅ Yang Liu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
VideoKR: Towards Knowledge- and Reasoning-Intensive Video Understanding
In Poster Session 2
Lin Fu ⋅ Zheyuan Yang ⋅ Yang Wang ⋅ Tingyu Song ⋅ Arman Cohan ⋅ Yilun Zhao
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
ReflFlow: Learning Geometry-Guided Ray Tracing for Dynamic Specular Reconstruction
In Poster Session 2
Jiachen Tao ⋅ Junyi Wu ⋅ Haoxuan Wang ⋅ Zongxin Yang ⋅ Dawen Cai ⋅ Yan Yan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Breaking Dual Bottlenecks: Evolving Unified Multimodal Models into Self-Adaptive Interleaved Visual Reasoners
In Poster Session 2
Qingyang Liu ⋅ Bingjie Gao ⋅ Canmiao Fu ⋅ Zhipeng Huang ⋅ Chen Li ⋅ Feng Wang ⋅ Shuochen Chang ⋅ Shaobo Wang ⋅ Yali Wang ⋅ Keming Ye ⋅ Jiangtong Li ⋅ Li Niu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
SCOPE: Evolving Symbolic World for Planning in Open-Ended Environments
In Poster Session 2
Yundaichuan Zhan ⋅ Minghe Gao ⋅ Zhongqi Yue ⋅ Wendong Bu ⋅ Wenqiao Zhang ⋅ Guoming Wang ⋅ Jisheng Dang ⋅ Juncheng Li ⋅ Siliang Tang ⋅ Yueting Zhuang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Self-Prompting Diffusion Transformer for Open-Vocabulary Scene Text Edit via In-Context Learning
In Poster Session 2
Hongxi Li ⋅ Tong Wang ⋅ WU CHENGJING ⋅ Tianbao Liu ⋅ Jiangtao Yao ⋅ Xiaochao Qu ⋅ Luoqi Liu ⋅ Xinxiao Wu ⋅ Ting Liu
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
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
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
PSBench: Editing Image via GUI Agents in Photoshop
In Poster Session 2
Yinuo Zhang ⋅ Zian Cheng ⋅ Ziya Zhao ⋅ Zongyu Li ⋅ Bingshuo Liu ⋅ Qingbin Liu ⋅ Junxian Cai ⋅ chen ⋅ Zhiying Tu ⋅ Dianhui Chu ⋅ Xiaoyan Yu ⋅ Dianbo Sui
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Trajectory-Stabilized Inference for Diffusion-Based Video Inpainting
In Poster Session 2
Zhanhe Zhang ⋅ Jiahua Li ⋅ Kun Wei ⋅ Xu Yang ⋅ Cheng Deng
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Preference-Enhanced Reinforcement Learning for Pluralistic Image Inpainting
In Poster Session 2
Peng Zhou ⋅ Muqi Huang ⋅ Tianshuo Qu ⋅ Jingyang Wang ⋅ kun Zhou ⋅ Chuan Li ⋅ Feng Shi ⋅ Shi Chen ⋅ Yun Xiong
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
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
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Motion-Residual Conflict-Aware Time Reversal for Generative Inbetweening
In Poster Session 2
Zhenbang zhang ⋅ Zihui Cui ⋅ Haythem El-Messiry ⋅ Renmin Han ⋅ Zhiqiang Xu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Latent Forcing: Reordering the Diffusion Trajectory for Pixel-Space Image Generation
In Poster Session 2
Alan Baade ⋅ Eric Chan ⋅ Kyle Sargent ⋅ Changan Chen ⋅ Justin Johnson ⋅ Ehsan Adeli ⋅ Li Fei-Fei
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
From Inpainting to Editing: Unlocking Robust Mask-Free Visual Dubbing via Generative Bootstrapping
In Poster Session 2
Xu He ⋅ Haoxian Zhang ⋅ Hejia Chen ⋅ Changyuan Zheng ⋅ Liyang Chen ⋅ Songlin Tang ⋅ Jiehui Huang ⋅ Xiaoqiang Liu ⋅ Pengfei Wan ⋅ Zhiyong Wu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
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
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
MICE-Bench: A Challenging and Comprehensive Benchmark for Multi-Reference Image Creation and Editing
In Poster Session 2
Siqi Luo ⋅ Huayu Zheng ⋅ Jianghan Shen ⋅ Yi Xin ⋅ Luxin Xu ⋅ Jiyao Liu ⋅ Xinyu Zhang ⋅ Hang Zhou ⋅ Pengyu Xie ⋅ Xiaohui Li ⋅ Shuo Cao ⋅ Yuandong Pu ⋅ Junjun He ⋅ Bin Fu ⋅ Yihao Liu ⋅ Yu Qiao ⋅ Guangtao Zhai ⋅ Yuewen Cao ⋅ Xiaohong Liu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
LSGQuant: Layer-Sensitivity Guided Quantization for One-Step Diffusion Real-World Video Super-Resolution
In Poster Session 2
Tianxing Wu ⋅ Zheng Chen ⋅ Cirou Xu ⋅ Bowen Chai ⋅ Yong Guo ⋅ Yutong Liu ⋅ Linghe Kong ⋅ Yulun Zhang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
AnyCanvas: Potential Field Guidance for Training-Free Spatial Control in Text-to-Image Diffusion
In Poster Session 2
Tianyi Xie ⋅ Zhiyuan Yu ⋅ kaihong huang ⋅ Beilun Wang ⋅ Zhaoyang Wang ⋅ Dian Shen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
VidLaDA: Bidirectional Diffusion Large Language Models for Efficient Video Understanding
In Poster Session 2
Zhihao He ⋅ Tieyuan Chen ⋅ Kangyu Wang ⋅ Ziran Qin ⋅ Yang Shao ⋅ Chaofan Gan ⋅ Shijie Li ⋅ Zuxuan Wu ⋅ Weiyao Lin
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
When Attributes Disagree: Gradient Conflict in Image Aesthetic Assessment
In Poster Session 2
Ye Wang ⋅ Maocai Dai ⋅ Jiang Xie ⋅ Xiuli Bi ⋅ Fei Tao ⋅ Xiao Li ⋅ Hong Yu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
CLEAR: Context-Aware Learning with End-to-End Mask-Free Inference for Adaptive Subtitle Removal
In Poster Session 2
Qingdong He ⋅ Chaoyi Wang ⋅ Peng TANG ⋅ Yifan Yang ⋅ Xiaobin Hu
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
DyPE: Dynamic Position Extrapolation for Ultra High Resolution Diffusion
In Poster Session 2
Noam Issachar ⋅ Guy Yariv ⋅ Sagie Benaim ⋅ Yossi Adi ⋅ Dani Lischinski ⋅ Raanan Fattal
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
InfVSR: Toward Consistency-Driven Streaming Generative Video Super-Resolution
In Poster Session 2
Ziqing Zhang ⋅ Kai Liu ⋅ Zheng Chen ⋅ Xi Li ⋅ Yucong Chen ⋅ Bingnan Duan ⋅ Linghe Kong ⋅ Yulun Zhang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Beyond VLM-Based Rewards: Diffusion-Native Latent Reward Modeling
In Poster Session 2
Gongye Liu ⋅ Bo Yang ⋅ Zhi Yida ⋅ Zhizhou Zhong ⋅ Lei Ke ⋅ Didan Deng ⋅ Han Gao ⋅ Yongxiang Huang ⋅ Kaihao Zhang ⋅ Hongbo Fu ⋅ Wenhan Luo
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
T2AV-Compass: Towards Unified Evaluation for Text-to-Audio-Video Generation
In Poster Session 2
Zhe Cao ⋅ Tao Wang ⋅ Jiaming Wang ⋅ Yanghai Wang ⋅ Yuanxing Zhang ⋅ Jiahao Wang ⋅ Jialu Chen ⋅ Miao Deng ⋅ Chenxi Liao ⋅ Yize Zhang ⋅ Yubin Guo ⋅ Zhaoxiang Zhang ⋅ Jiaheng Liu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
TexEditor: Structure-Preserving Text-Driven texture Editing
In Poster Session 2
Bo Zhao ⋅ Yihang Liu ⋅ Chenfeng Zhang ⋅ Huan Yang ⋅ Kun Gai ⋅ Wei Ji
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Efficient Generative Modeling beyond Memoryless Diffusion via Adjoint Schrödinger Bridge Matching
In Poster Session 2
Jeongwoo Shin ⋅ Jinhwan Sul ⋅ Joonseok Lee ⋅ Jaewoong Choi ⋅ Jaemoo Choi
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Real-Time and Lightweight Diffusion Image Compression
In Poster Session 2
Zhaoyang Jia ⋅ Naifu Xue ⋅ Zihan Zheng ⋅ Jiahao Li ⋅ Bin Li ⋅ Xiaoyi Zhang ⋅ Zongyu Guo ⋅ Yuan Zhang ⋅ Houqiang Li ⋅ Yan Lu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Manifold-Aligned Guided Integrated Gradients for Reliable Feature Attribution
In Poster Session 2
Soyeon Kim ⋅ Seongwoo Lim ⋅ Kyowoon Lee ⋅ Jaesik Choi
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Alterbute: Editing Intrinsic Attributes of Objects in Images
In Poster Session 2
Tal Reiss ⋅ Daniel Winter ⋅ Matan Cohen ⋅ Alex Rav-Acha ⋅ Yael Pritch ⋅ Ariel Shamir ⋅ Yedid Hoshen
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
MiVE: Multiscale Vision-language features for reference-guided video Editing
In Poster Session 2
Tong Wang ⋅ Meng Zou ⋅ WU CHENGJING ⋅ Xiaochao Qu ⋅ Luoqi Liu ⋅ Xiaolin Hu ⋅ Ting Liu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
WEVSR: Adapting Video Diffusion Generators to Real-World Video Super‑Resolution with Wavelet-Enhanced VAE Encoder
In Poster Session 2
Yuying Chen ⋅ Liu ⋅ Linyan Jiang ⋅ Qifan Gao ⋅ Xianguo Zhang ⋅ Jianhou Gan ⋅ Wenqi Ren
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
ChartE$^{3}$: A Comprehensive Benchmark for End-to-End Chart Editing
In Poster Session 2
Shuo Li ⋅ Jiajun Sun ⋅ Zhekai Wang ⋅ Xiaoran Fan ⋅ Hui Li ⋅ Dingwen Yang ⋅ Zhiheng Xi ⋅ Yijun Wang ⋅ Zifei Shan ⋅ Tao Gui ⋅ Qi Zhang ⋅ Xuanjing Huang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
FreeText: Training-Free Text Rendering via Attention Localization and Spectral Glyph Injection
In Poster Session 2
RuiQiang Zhang ⋅ Hengyi Wang ⋅ Chang Liu ⋅ Guanjie Wang ⋅ Zehua Ma ⋅ Weiming Zhang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Spherical Procrustes Alignment for Reliable Medical Audio Diagnosis
In Poster Session 2
ying wang ⋅ Guoheng Huang ⋅ Chan-Tong Lam ⋅ Xiaochen Yuan
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
TSMGen: Target-Specific Molecule Generation via Higher-Order Structural Dependencies and Context-Aware Bidirectional Fusion
In Poster Session 2
Yaoyu Chen ⋅ Xiaoli Lin ⋅ Ziyi Gong ⋅ Jun Pang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Rectifying Gradient Trajectories: A Hierarchical Geometric Framework with Structural Constraints for Few-Shot EEG Adaptation
In Poster Session 2
Hanbo Zhang ⋅ Jincan Zhang ⋅ Hairong Chen ⋅ Zhihe Chen ⋅ Ziyu Jia
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Adaptive DNA Sequence Modeling via Synergistic Plasticity Units
In Poster Session 2
Binghao Liu ⋅ Wenzheng Zhao ⋅ Zhijie Zheng ⋅ Fei Gu
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
HEARTS: Benchmarking LLM Reasoning on Health Time Series
In Poster Session 2
Sirui Li ⋅ Shuhan Xiao ⋅ Mihir Joshi ⋅ Ahmed Metwally ⋅ Daniel McDuff ⋅ Wei Wang ⋅ Yuzhe Yang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
RiboSphere: Learning Unified and Efficient Representations of RNA Structures
In Poster Session 2
Zhou Zhang ⋅ Hanqun CAO ⋅ Cheng Tan ⋅ Fang Wu ⋅ Pheng Ann Heng ⋅ Tianfan Fu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Physiology as Language: Translating Nocturnal Breathing to EEG
In Poster Session 2
Kaiwen Zha ⋅ Chao Li ⋅ Hao He ⋅ Peng Cao ⋅ Tianhong Li ⋅ Ali Mirzazadeh ⋅ Ellen Zhang ⋅ Jong Lee ⋅ Yoon Kim ⋅ Dina Katabi
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
EvoEGF-Mol: Evolving Exponential Geodesic Flow for Structure-based Drug Design
In Poster Session 2
Yaowei Jin ⋅ Junjie Wang ⋅ Cheng Cao ⋅ Penglei Wang ⋅ Duo An ⋅ Qian Shi
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Emergent Biological Realism in RL-Trained DNA Language Models
In Poster Session 2
Anton Thiel ⋅ Chris P Barnes ⋅ Angus Cunningham
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
StethoLM: Audio Language Model for Cardiopulmonary Analysis Across Clinical Tasks
In Poster Session 2
Yishan Wang ⋅ Tsai-Ning Wang ⋅ Mathias Funk ⋅ Aaqib Saeed
[ URL]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
EpiTwin: Spatiotemporal Graph Transformers for Epileptic sEEG Signal Reconstruction
In Poster Session 2
Jingbo Yang ⋅ Yunfeng Zhao ⋅ Chao Qiu ⋅ Yulin Sun ⋅ Xiuyun Liu ⋅ Xiaofei Wang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Chamaileon: Cross-Context Binder Design with Contextualized Modeling and Mixed Sampling
In Poster Session 2
Hengyuan Cao ⋅ Shizhuo Cheng ⋅ Mingxuan Liu ⋅ Weicheng Huang ⋅ Yunhong Lu ⋅ chenxi cai ⋅ Yan Zhang ⋅ Min Zhang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
CONTEXTOR: Contextualized High-order Contrastive Learning
In Poster Session 2
Ze Cai ⋅ Hanzhe Liang ⋅ Sihang Zeng ⋅ Binbin Zhou ⋅ Jun Wen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
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
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
DIYHealth Suite: Dataset, Model, and Benchmark for Health Management at Home
In Poster Session 2
Changshuo Liu ⋅ Wu Junran ⋅ Zhongle Xie ⋅ Wenqiao Zhang ⋅ Kaiping Zheng ⋅ Jiaqi Zhu ⋅ Qingpeng Cai ⋅ Gene Anne Ooi ⋅ Marcus CJ Tan ⋅ Jianwei Yin ⋅ James Yip ⋅ Beng Chin Ooi
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
HDTree: Generative Modeling of Cellular Hierarchies for Robust Lineage Inference
In Poster Session 2
Zelin Zang ⋅ WenZhe Li ⋅ Yongjie Xu ⋅ Chang Yu ⋅ Changxi Chi ⋅ Jingbo Zhou ⋅ Zhen Lei ⋅ Stan Z Li
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Position: Evaluation of ECG Representations Must Be Fixed
In Poster Session 2
Zachary Berger ⋅ Daniel Prakah-Asante ⋅ John Guttag ⋅ Collin Stultz
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Co-Generative De Novo Functional Protein Design
In Poster Session 2
XinRui Chen ⋅ YIZHEN LUO ⋅ Siqi Fan ⋅ Zaiqing Nie
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Reference-Free Meta-Learning for Generalized Implicit Neural Representation in Efficient MRI Reconstruction
In Poster Session 2
Haonan Zhang ⋅ Qing Wu ⋅ Xuanyu Tian ⋅ Bowen Li ⋅ Yuyao Zhang ⋅ Hongjiang Wei
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
SleepLM: Natural-Language Intelligence for Human Sleep
In Poster Session 2
Zongzhe Xu ⋅ Zitao Shuai ⋅ Eideen Mozaffari ⋅ Ravi Aysola ⋅ Rajesh Kumar ⋅ Yuzhe Yang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
ECG-R1: Protocol-Guided and Modality-Agnostic MLLM for Reliable ECG Interpretation
In Poster Session 2
Jiarui Jin ⋅ Haoyu Wang ⋅ Xingliang Wu ⋅ Xiaocheng Fang ⋅ Xiang Lan ⋅ Zihan Wang ⋅ Deyun Zhang ⋅ Bo Liu ⋅ Yingying Zhang ⋅ Xian Wu ⋅ Hongyan Li ⋅ Shenda Hong
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Physiology-Aware Masked Cross-Modal Reconstruction for Biosignal Representation Learning
In Poster Session 2
Hao Zhou ⋅ Simon Lee ⋅ Cyrus Tanade ⋅ Keum San Chun ⋅ Juhyeon Lee ⋅ Migyeong Gwak ⋅ Megha Thukral ⋅ Justin Sung ⋅ Eugene Hwang ⋅ Mehrab Bin Morshed ⋅ Li Zhu ⋅ Viswam Nathan ⋅ Mahbubur Rahman ⋅ Subramaniam Venkatraman ⋅ Sharanya Desai
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Position: Deciphering the Functions of DNAs, RNAs, and Proteins Should Consider Multi-Modal Large Language Models
In Poster Session 2
Pengtao Xie ⋅ Victor Nizet ⋅ Lei Wang ⋅ Ahmed Alaa ⋅ Daniel Zielinski ⋅ Trey Ideker ⋅ Bernhard Palsson
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Protein Fold Classification at Scale: Benchmarking and Pretraining
In Poster Session 2
Dexiong Chen ⋅ Andrei Manolache ⋅ Mathias Niepert ⋅ Karsten Borgwardt
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Rethinking Genomic Modeling Through Optical Character Recognition
In Poster Session 2
Hongxin Xiang ⋅ Pengsen Ma ⋅ Yunkang Cao ⋅ Di Yu ⋅ Haowen Chen ⋅ Xinyu Yang ⋅ xiangxiang Zeng
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
FlowPET: Physics-Informed Symplectic Flow Matching for Low-Count PET Reconstruction
In Poster Session 2
Zheng Zhang ⋅ Hao Tang ⋅ Yingying Hu ⋅ zhanli hu ⋅ Jing Qin
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
A Regime-Aware Trajectory Prediction Framework for 1000+ Systems Biology Models
In Poster Session 2
heng rao ⋅ Jason Zhang ⋅ Yu Gu ⋅ Zhenghao Liu ⋅ Ge Yu ⋅ Jeffrey Su ⋅ Yang Cao ⋅ Fan Yang ⋅ Minghan Chen
[ Slides]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Geometrically Constrained Stenosis Editing in Coronary Angiography via Entropic Optimal Transport
In Poster Session 2
Jialin Li ⋅ Zhuo Zhang ⋅ Cao Yue ⋅ Shuai Xiao ⋅ Guipeng Lan ⋅ Jiabao Wen ⋅ Jiachen Yang
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
SwitchCraft: Programmatic Design of State-Switching Proteins
In Poster Session 2
Bowen Jing ⋅ Mihir Bafna ⋅ Anisha Parsan ⋅ Heyuan Ni ⋅ David Kwabi-Addo ⋅ Bryan Bryson ⋅ Adam Klivans ⋅ Bonnie Berger
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Position: Beyond Prediction: Toward Verifiable Physiological Waveform Reasoning with Foundation Models and Agentic LLMs
In Poster Session 2
Xiaoda Wang ⋅ Ching Chang ⋅ Defu Cao ⋅ Kaiqiao Han ⋅ Fang Sun ⋅ Yue Huang ⋅ Minxiao Wang ⋅ Chang Xu ⋅ Xiao Luo ⋅ Runze Yan ⋅ Xiangliang Zhang ⋅ Xiao Hu ⋅ Yan Liu ⋅ Yizhou Sun ⋅ Wei Wang ⋅ Carl Yang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Discontinuous Galerkin Neural Operator for Pathology Defocus Deblurring
In Poster Session 2
Shaoqing Duan ⋅ Haofei Song ⋅ Xintian Mao ⋅ Qingli Li ⋅ Yan Wang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
SGERA: Stein-Guided ECG-Report Alignment for ECG Representation Learning
In Poster Session 2
Jian Chen ⋅ Yipeng Du ⋅ Wenhao Yuan ⋅ Shuai Wang ⋅ Jinfeng Xu ⋅ Zewei Liu ⋅ Running Zhao ⋅ Edith Ngai
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Enhancing Protein-Protein Interaction Prediction with Hierarchical Motif-based Multimodal Protein Embedding
In Poster Session 2
Zaifei YANG ⋅ Samuel Choi ⋅ James Kwok
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Doppler Prompting for Stable mmWave-based Human Pose Estimation
In Poster Session 2
Shuntian Zheng ⋅ Jiaqi Li ⋅ Xiaoman Lu ⋅ Shuai He ⋅ Yu Guan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Deep Learning for Bioimaging: What are we actually learning?
In Poster Session 2
Ivan Svatko ⋅ Maxime Sanchez ⋅ Ihab Bendidi ⋅ Gilles Cottrell ⋅ Auguste Genovesio
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Unlocking Cross-Modal Biosignal Synthesis: A Temporally-Aware VAE-Diffusion Model
In Poster Session 2
Chenyang Xu ⋅ Dezhen Wang ⋅ Hao Wang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
MedMosaic: A Challenging Large Scale Benchmark of Diverse Medical Audio
In Poster Session 2
Harshit Rajgarhia ⋅ Shuubham Ojha ⋅ Asif Shaik ⋅ Akhil Pothanapalli ⋅ Rachuri Lokesh ⋅ Abhishek Mukherji ⋅ Prasanna Desikan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Foundation VAE for CT Reconstruction, Augmentation, and Generation
In Poster Session 2
Qi Chen ⋅ Shuhan Ding ⋅ Yu Gu ⋅ Nan Liu ⋅ Jiang Bian ⋅ Alan Yuille ⋅ Zongwei Zhou ⋅ Jingjing Fu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Learning Biophysical Models of Large-Scale Multineuronal Data To Enable Precise Neurostimulation
In Poster Session 2
Amrith Lotlikar ⋅ Ian Tanoh ⋅ Praful Vasireddy ⋅ Andrew Lanpouthakoun ⋅ Michael A Sommeling ⋅ Ramandeep Vilkhu ⋅ A.J. Phillips ⋅ Alexander Sher ⋅ Alan Litke ⋅ Scott Linderman ⋅ EJ Chichilnisky ⋅ Subhasish Mitra
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
LERD: Latent Event-Relational Dynamics for Neurodegenerative Classification
In Poster Session 2
Yicheng Feng ⋅ Hairong Chen ⋅ Ziyu Jia ⋅ Samir Bhatt ⋅ Hengguan Huang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Structure Abstraction and Generalization in a Hippocampus-Entorhinal Inspired World Model
In Poster Session 2
Tianqiu Zhang ⋅ Muyang Lyu ⋅ Xiao Liu ⋅ Si Wu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Dynamics and representation structure of local approximations to gradient-based learning in linear recurrent neural networks
In Poster Session 2
Ezekiel Williams ⋅ Alexandre Payeur ⋅ Guillaume Lajoie
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Representational Similarity and Model Behavior in Multi-Agent Interaction
In Poster Session 2
Yujin Potter ⋅ Seun Eisape ⋅ Shiyang Lai ⋅ Alexander Huth ⋅ James Evans ⋅ Been Kim ⋅ Jacob Eisenstein ⋅ Dawn Song ⋅ Alane Suhr
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
How do Human Processes AI-generated Hallucination Contents: a Neuroimaging Study
In Poster Session 2
Shuqi Zhu ⋅ Yi Zhong ⋅ Ziyi Ye ⋅ Bangde Du ⋅ Yujia Zhou ⋅ Qingyao Ai ⋅ Yiqun LIU
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Formalizing the Binding Problem
In Poster Session 2
Lianghuan Huang ⋅ Yihao Li ⋅ Saeed Salehi ⋅ Yingshan Chang ⋅ Ansh Soni ⋅ Konrad Kording
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Fine-grained Analysis of Brain-LLM Alignment through Input Attribution
In Poster Session 2
Michela Proietti ⋅ Roberto Capobianco ⋅ Mariya Toneva
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
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
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
NeuronCtrl: Geometry-Aware Safe Closed-Loop Generative Control for Neuronal Microenvironment Dynamics
In Poster Session 2
Haowei Xu ⋅ Yixin Chen ⋅ Wanyi Fu ⋅ Hongbin Han ⋅ Zhaoheng Xie
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
A Conflict-aware Evidential Framework for Reliable Sleep Stage Classification
In Poster Session 2
Yunzhi Tian ⋅ Dekui Wang ⋅ Jun Feng ⋅ Qirong Bu ⋅ Wei Zhou ⋅ Xingxing Hao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
From Associations to Activations: Comparing Behavioral and Hidden-State Semantic Geometry in LLMs
In Poster Session 2
Louis Schiekiera ⋅ Max Zimmer ⋅ Christophe Roux ⋅ Sebastian Pokutta ⋅ Fritz Günther
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Position: Hippocampal Explicit Memory Is a Cornerstone to Human-Level AI
In Poster Session 2
Sangjun Park
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
A 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
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
AI Engram: In Search of Memory Traces in Artificial Intelligence
In Poster Session 2
Jea Kwon ⋅ Dong-Kyum Kim ⋅ Jiwon Kim ⋅ Yonghyun Kim ⋅ Woong Kook ⋅ MEEYOUNG CHA
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Can vision language models learn intuitive physics from interaction?
In Poster Session 2
Luca M. Schulze Buschoff ⋅ Konstantinos Voudouris ⋅ Can Demircan ⋅ Eric Schulz
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
A Spiking Heterogeneous Harmonic Resonate-and-Fire State Space Model for Time Series
In Poster Session 2
Kartikay Agrawal ⋅ Vaishnavi N ⋅ Abhijeet Vikram ⋅ Vedant Sharma ⋅ Ayon Borthakur
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Can local learning match self-supervised backpropagation?
In Poster Session 2
Zihan Wu ⋅ Ariane Delrocq ⋅ Wulfram Gerstner ⋅ Guillaume Bellec
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Vision Language Models Cannot Reason About Physical Transformation
In Poster Session 2
Dezhi Luo ⋅ Yijiang Li ⋅ Maijunxian Wang ⋅ Tianwei Zhao ⋅ Bingyang Wang ⋅ siheng wang ⋅ Pinyuan Feng ⋅ Pooyan Rahmanzadehgervi ⋅ Ziqiao Ma ⋅ Hokin Deng
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Multi-Integration of Labels across Categories for Component Identification (MILCCI)
In Poster Session 2
Noga Mudrik ⋅ Yuxi Chen ⋅ Gal Mishne ⋅ Adam Charles
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Biologically plausible heavy-tailed connectivity enhances generalizations on cognitive tasks in recurrent neural networks
In Poster Session 2
Zhe Jiao ⋅ Xiaodong He ⋅ Shanglin Zhou
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
CHESS: Chebyshev Spectral Synthesis for Trajectory Condensation
In Poster Session 2
Ruituo Wu ⋅ Hongyu Zhang ⋅ Qiang Wang ⋅ Jiawei Du ⋅ Wei Cui ⋅ Ce Zhu ⋅ Bing Li
[ Slides]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Efficient Test-time Inference for Generative Planning Models with OCL Search
In Poster Session 2
Robert Gieselmann ⋅ Mihai Samson ⋅ Federico Pecora ⋅ Jeremy Wyatt
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
DLM-Scope: Mechanistic Interpretability of Diffusion Language Models via Sparse Autoencoders
In Poster Session 2
Xu Wang ⋅ Bingqing Jiang ⋅ Yu Wan ⋅ Baosong Yang ⋅ Lingpeng Kong ⋅ Difan Zou
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
GIST: Targeted Data Selection for Instruction Tuning via Coupled Optimization Geometry
In Poster Session 2
Guanghui Min ⋅ Tianhao Huang ⋅ Ke Wan ⋅ Chen Chen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Unifying Heterogeneous Degradations: Uncertainty-Aware Diffusion Bridge Model for All-in-One Image Restoration
In Poster Session 2
Luwei Tu ⋅ Jiawei Wu ⋅ Xing Luo ⋅ Zhi Jin
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Relative Entropy Estimation in Function Space: Theory and Applications to Trajectory Inference
In Poster Session 2
CHAO WANG ⋅ Luca Nepote ⋅ Giulio Franzese ⋅ Pietro Michiardi
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Continual Model Routing in Evolving Model Hubs
In Poster Session 2
Jack Bell ⋅ Giacomo Carfì ⋅ Gerlando Gramaglia ⋅ Vincenzo Lomonaco
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
THETA: Threshold-Based Exclusive Batching for Memory-Bandwidth-Constrained LLM Inference
In Poster Session 2
Weifang Zhang ⋅ Yuzhou Nie ⋅ Bowen Pang ⋅ Guangrui Ma ⋅ Shining Wu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Leveraging Evidence Priors for Robust Prompt Learning under Noisy Supervision in Vision-Language Models
In Poster Session 2
Junnan Zou ⋅ Zhu Teng ⋅ Wei Zhang ⋅ Ming He ⋅ Jianping Fan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Learning Unmasking Policies for Diffusion Language Models
In Poster Session 2
Metod Jazbec ⋅ Theo X. Olausson ⋅ Louis Béthune ⋅ Pierre Ablin ⋅ Michael Kirchhof ⋅ Joao Monteiro ⋅ Victor Guilherme Turrisi da Costa ⋅ Jason Ramapuram ⋅ Marco Cuturi
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
MetaMoE: Diversity-Aware Proxy Selection for Privacy-Preserving Mixture-of-Experts Unification
In Poster Session 2
Weisen Jiang ⋅ Shuhao Chen ⋅ Sinno Jialin Pan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Position: Weight Space Should Be a First-Class Generative AI Modality
In Poster Session 2
Zhangyang “Atlas” Wang ⋅ Kai Wang ⋅ Peihao Wang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
The Lie We Tell: Correcting the Euclidean Fallacy in Vision Language Action Policies via Score Matching on Tangent Space
In Poster Session 2
Bing-Cheng Chuang ⋅ I-Hsuan Chu ⋅ Bor Jiun Lin ⋅ Yang YuanFu ⋅ Min Sun ⋅ Chun-Yi Lee
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
cMoLLM at Scale: Horizontal Scaling Laws for Convolutionally-Gated Mixture-of-LLMs
In Poster Session 2
Xin Yang ⋅ Yemin Wang ⋅ Mingda Liu ⋅ Letian Li ⋅ Shuaishuai Cao ⋅ ZhengXiao He ⋅ Ryan Dong
[ Slides]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Eigenvectors of Experts are Training-free Non-collapsing Routers
In Poster Session 2
Giang Do ⋅ Hung Le ⋅ Truyen Tran
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Efficient, Property-Aligned Fan-Out Retrieval via RL-Amortized Diffusion
In Poster Session 2
Pengcheng Jiang ⋅ Judith Li ⋅ Moonkyung Ryu ⋅ Lily Hu ⋅ Kun Su ⋅ Zhong Yi Wan ⋅ Liam Hebert ⋅ Hao Peng ⋅ Jiawei Han ⋅ Dima Kuzmin ⋅ Craig Boutilier
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
SALAAD: Sparse And Low-Rank Adaptation via ADMM for Large Language Model Inference
In Poster Session 2
Hao Ma ⋅ Melis Ilayda Bal ⋅ Liang Zhang ⋅ Bingcong Li ⋅ Niao He ⋅ Melanie Zeilinger ⋅ Michael Muehlebach
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Thoughtbubbles: an Unsupervised Method for Parallel Thinking in Latent Space
In Poster Session 2
Houjun Liu ⋅ Shikhar Murty ⋅ Christopher Manning ⋅ Róbert Csordás
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Fedfit: Federated dynamic pruning via Fisher Information scoring
In Poster Session 2
Meng Bi ⋅ Hong Huang ⋅ Jinlong Song ⋅ Charles Wang ⋅ Chengming Hu ⋅ Xi Chen ⋅ Ting Yu ⋅ Xue Liu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Building Better Deception Probes Using Targeted Instruction Pairs
In Poster Session 2
Vikram Natarajan ⋅ Devina Jain ⋅ Shivam Arora ⋅ Satvik Golechha ⋅ Joseph Bloom
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Euclean: Automated Geometry Problem Formalization with Unified Verification in Lean
In Poster Session 2
Linbin Tang ⋅ Jingyan You ⋅ Zilin Kang ⋅ Hanzhang Liu ⋅ Sophia Zhang ⋅ Zenan Li ⋅ Chenrui Cao ⋅ Liangcheng Song ⋅ Jiaao Wu ⋅ Xian Zhang ⋅ Fan Yang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
RT-Lynx: Putting the GEMM Sparsity In a Right Way for Diffusion Models
In Poster Session 2
Xing Cong ⋅ Hanlin Tang ⋅ Kan Liu ⋅ Lan Tao ⋅ Lin Qu ⋅ chenhao xie
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
PGT: Procedurally Generated Tasks for improving fine-grained understanding in MLLMs
In Poster Session 2
Rim Assouel ⋅ Amir Bar ⋅ Michal Drozdzal ⋅ Adriana Romero-Soriano
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
TMS: Trajectory-Mixed Supervision for Reward-Free, On-Policy SFT
In Poster Session 2
Rana Khan ⋅ Zijie Liu ⋅ Zhen Tan ⋅ Charles Fleming ⋅ Tianlong Chen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Residual Context Diffusion Language Models
In Poster Session 2
Yuezhou Hu ⋅ Harman Singh ⋅ Monishwaran Maheswaran ⋅ Haocheng Xi ⋅ Coleman Hooper ⋅ Jintao Zhang ⋅ Aditya Tomar ⋅ Michael Mahoney ⋅ Sewon Min ⋅ Mehrdad Farajtabar ⋅ Kurt Keutzer ⋅ Amir Gholaminejad ⋅ Chenfeng Xu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
SparseOpt: Addressing Normalization-induced Gradient Skew in Sparse Training
In Poster Session 2
Adnan Mohammed ⋅ Rohan Jain ⋅ Tom Jacobs ⋅ Ekansh Sharma ⋅ Rahul G. Krishnan ⋅ Rebekka Burkholz ⋅ Yani Ioannou
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
An In-Depth Study on Deep Learning Model Cloning
In Poster Session 2
Bin Hu ⋅ Xiancong Pan ⋅ Dongjin Yu ⋅ Tianyi Hu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
TabPack: Efficient Hyperparameter Ensembles for Tabular Deep Learning
In Poster Session 2
Yury Gorishniy ⋅ Akim Kotelnikov ⋅ Ivan Rubachev ⋅ Artem Babenko
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
PinTok: Tokenizers Deserve Dedicated Pinned CPU-Compute and Memory
In Poster Session 2
Sean Choi ⋅ Myungheon Chin ⋅ Ernest Ryu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
FedHera: Towards Drift-Resilient Federated Fine-tuning with Heterogeneous Resources
In Poster Session 2
Ke Xiao ⋅ Qiyuan Wang ⋅ Christos Anagnostopoulos ⋅ Zhuoran Tan ⋅ Wenhao Li
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
OOVDet: Low-Density Prior Learning for Zero-Shot Out-of-Vocabulary Object Detection
In Poster Session 2
Binyi Su ⋅ chenghao huang ⋅ Chenhaiyong
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Trading Complexity for Expressivity Through Structured Generalized Linear Token Mixing
In Poster Session 2
Erwan Fagnou ⋅ Paul Caillon ⋅ Blaise Delattre ⋅ Alexandre Allauzen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
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
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Reliable Neighborhood-Aware Multi-View Outlier Detection
In Poster Session 2
Huijie Ma ⋅ Haoyuan Xin ⋅ Lei Meng ⋅ Guanzhou Ke ⋅ Yongyong Chen ⋅ Guoqing Chao
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Plasticity Activation via Polar Operator: A Plug-in Method for Balancing Stability and Plasticity
In Poster Session 2
Guodong Zheng ⋅ Enneng Yang ⋅ Xiaoyan Wang ⋅ Feihong He ⋅ Yihan Chen ⋅ Quan Zheng ⋅ Peng Wang ⋅ Li Shen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
AugMask: Score-Based Generative Modeling of Incomplete Tabular Data via Augmentation and Masking
In Poster Session 2
Jungkyu Kim ⋅ Taeyoung Park ⋅ Kibok Lee
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
LASER: Learning Active Sensing for Continuum Field Reconstruction
In Poster Session 2
Huayu Deng ⋅ Jinghui Zhong ⋅ Xiangming Zhu ⋅ Yunbo Wang ⋅ Xiaokang Yang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Hide&Seek: Learning to explain in an end-to-end differentiable network
In Poster Session 2
Tal Ellinson ⋅ Hadi Mohasel Afshar ⋅ Sally Cripps
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Transolver-3: Scaling Up Transformer Solvers to Industrial-Scale Geometries
In Poster Session 2
Hang Zhou ⋅ Haixu Wu ⋅ Haonan Shangguan ⋅ Yuezhou Ma ⋅ Huikun Weng ⋅ Jianmin Wang ⋅ Mingsheng Long
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
d2p: Fast and Scalable Structured Attention with Differentiable Dynamic Programming
In Poster Session 2
Casey Mogilevsky ⋅ Kimberly Liang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Conditional Clifford-Steerable CNNs for PDE Modeling
In Poster Session 2
Balint Szarvas ⋅ Maksim Zhdanov
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Log-Normal Multiplicative Dynamics for Stable Low-Precision Deep Learning
In Poster Session 2
Keigo Nishida ⋅ Eren Mehmet KIRAL ⋅ Kenichi Bannai ⋅ Mohammad Emtiyaz Khan ⋅ Thomas Moellenhoff
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Unveiling the Role of Data Uncertainty in Tabular Deep Learning
In Poster Session 2
Nikolay Kartashev ⋅ Ivan Rubachev ⋅ Artem Babenko
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Neuro-evolutionary Continual Reinforcement Learning
In Poster Session 2
Pengyi Li ⋅ Hongyao Tang ⋅ Yifu Yuan ⋅ Yan Zheng ⋅ Xin Xu ⋅ Jianye Hao
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
SCRWKV: Ultra-Compact Structure-Calibrated Vision-RWKV for Topological Crack Segmentation
In Poster Session 2
Hanxu Zhang ⋅ Chen Jia ⋅ Hui Liu ⋅ Xu Cheng ⋅ Fan Shi ⋅ Shengyong Chen
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Decompose and Recompose: Reasoning New Skills from Existing Abilities for Cross-Task Robotic Manipulation
In Poster Session 2
Xitie Zhang ⋅ Aming WU ⋅ Yahong Han
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Quantifying and Optimizing Simplicity via Polynomial Representations
In Poster Session 2
Tianren Zhang ⋅ Xiangxin Li ⋅ Minghao Xiao ⋅ Guanyu Chen ⋅ Feng Chen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
KnapSpec: Self-Speculative Decoding via Adaptive Layer Selection as a Knapsack Problem
In Poster Session 2
Seongjin Cha ⋅ Gyuwan Kim ⋅ Dongsu Han ⋅ Tao Yang ⋅ Insu Han
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
ETS: Energy-Guided Test-Time Scaling for Training-Free RL Alignment
In Poster Session 2
Xiuyu Li ⋅ Jinkai Zhang ⋅ Mingyang Yi ⋅ Yu Li ⋅ Longqiang Wang ⋅ Yue Wang ⋅ Ju Fan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
FIBER: A Differentially Private Optimizer with Filter-Aware Innovation Bias Correction
In Poster Session 2
MINH DUC DO ⋅ Thao Do ⋅ Minh Hoang ⋅ Anh Le Duc Tran ⋅ Daeyoung Kim ⋅ Huy L Nguyen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Self-Distillation Enables Continual Learning
In Poster Session 2
Idan Shenfeld ⋅ Mehul Damani ⋅ Jonas Hübotter ⋅ Pulkit Agrawal
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Consistency Deep Equilibrium Models
In Poster Session 2
Junchao Lin ⋅ Zenan Ling ⋅ Jingwen Xu ⋅ Robert Qiu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
ePC: Fast and Deep Predictive Coding for Digital Hardware
In Poster Session 2
Cédric Goemaere ⋅ Gaspard Oliviers ⋅ Rafal Bogacz ⋅ Thomas Demeester
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Principled Zero-shot Ranking Agents with Tournament Graphs
In Poster Session 2
Sheshansh Agrawal ⋅ Thien Nguyen ⋅ Douwe Kiela
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
DuFal: Dual-Frequency-Aware Learning for High-Fidelity Extremely Sparse-view CBCT Reconstruction
In Poster Session 2
Cuong Van ⋅ Trong-Thang Pham ⋅ Ngoc-Son Nguyen ⋅ Duy Nguyen ⋅ Ngan Le
[ URL]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Stability Analysis of Sharpness-Aware Minimization
In Poster Session 2
Hoki Kim ⋅ Jinseong Park ⋅ Yujin Choi ⋅ Jaewook Lee
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Exploring 3D Dataset Pruning
In Poster Session 2
Xiaohan Zhao ⋅ Xinyi Shang ⋅ Jiacheng Liu ⋅ Zhiqiang Shen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
SPR: A Structured Prompt Refinement Network for Modality Missing
In Poster Session 2
Hao Chen ⋅ Diwei Su ⋅ Zhuo Wang ⋅ Zuwang He ⋅ Menglu Chen ⋅ Xiuxing Li ⋅ Xia Wu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Image Restoration via Diffusion Models with Dynamic Resolution
In Poster Session 2
Yang Zheng ⋅ Wen Li ⋅ Zhaoqiang Liu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Forget by Uncertainty: Orthogonal Entropy Unlearning for Quantized Neural Networks
In Poster Session 2
Tian Zhang ⋅ Yujia Tong ⋅ Junhao Dong ⋅ Ke Xu ⋅ Yuze Wang ⋅ Jingling Yuan
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
PruneFuse: Efficient Data Selection via Weight Pruning and Network Fusion
In Poster Session 2
Humaira Kousar ⋅ Hasnain Irshad Bhatti ⋅ Jaekyun Moon
[ URL]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Backward SDE–Based Diffusion for Physics-Constrained Generation
In Poster Session 2
Zihao WANG
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
FedPAT: Federated Test-Time Adaptation via Prototype Affinity Topology
In Poster Session 2
Shunxin Guo ⋅ JIAQI LYU ⋅ Zhiqiang Kou ⋅ Shuxia Lin ⋅ Xin Geng
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
pTNAS: Progressive Neural Architecture Search for Tabular Data
In Poster Session 2
Naili Xing ⋅ Shaofeng Cai ⋅ Lingze Zeng ⋅ Jiaqi Zhu ⋅ Peng LU ⋅ Jian Pei ⋅ Beng Chin Ooi
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
ForensicConcept:Transferable Forensic Concepts for AIGI Detection
In Poster Session 2
Menyanshu Zhou ⋅ Ziyin Zhou ⋅ Ke Sun ⋅ Yunpeng Luo ⋅ Jiayi Ji ⋅ Xiaoshuai Sun ⋅ Rongrong Ji
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Structure-Preserving Learning Improves Geometry Generalization in Neural PDEs
In Poster Session 2
Benjamin Shaffer ⋅ Shawn Koohy ⋅ Brooks Kinch ⋅ M. Ani Hsieh ⋅ Nathaniel Trask
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
UltraLIF: Fully Differentiable Spiking Neural Networks via Ultradiscretization and Max-Plus Algebra
In Poster Session 2
Jose Marie Antonio Miñoza
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Evaluating the Representation Space of Diffusion Models via Self-Supervised Principles
In Poster Session 2
Xiao Li ⋅ Yixuan Jia ⋅ Zekai Zhang ⋅ Xiang Li ⋅ Lianghe Shi ⋅ Jinxin Zhou ⋅ Zhihui Zhu ⋅ Liyue Shen ⋅ Qing Qu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Unfolding Generative Flows with Koopman Operators: Trajectory-Preserving Linearization
In Poster Session 2
Erkan Turan ⋅ Ari Siozopoulos ⋅ Louis Martinez ⋅ Julien Gaubil ⋅ Emery Pierson ⋅ Maks Ovsjanikov
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Optimizing Few-Step Generation with Adaptive Matching Distillation
In Poster Session 2
Lichen Bai ⋅ zikai ZHOU ⋅ Shitong Shao ⋅ Wenliang Zhong ⋅ Shuo Yang ⋅ Shuo Chen ⋅ Bojun Cheng ⋅ Zeke Xie
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Joint Enhancement and Classification using Coupled Diffusion Models of Signals and Logits
In Poster Session 2
Gilad Nurko ⋅ Roi Benita ⋅ Yehoshua Dissen ⋅ Tomohiro Nakatani ⋅ Marc Delcroix ⋅ Shoko Araki ⋅ Joseph Keshet
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
MIDSTEER: Optimal Affine Framework for Steering Generative Models
In Poster Session 2
Tatiana Gaintseva ⋅ Andrew Stepanov ⋅ Ziquan Liu ⋅ Martin Benning ⋅ Gregory Slabaugh ⋅ Jiankang Deng ⋅ Ismail Elezi
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Diamond Maps: Efficient Reward Alignment via Stochastic Flow Maps
In Poster Session 2
Peter Holderrieth ⋅ Douglas Chen ⋅ Luca Eyring ⋅ Ishin Shah ⋅ Giri Anantharaman ⋅ Yutong He ⋅ Zeynep Akata ⋅ Tommi Jaakkola ⋅ Nicholas Boffi ⋅ Max Simchowitz
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
UnHype: CLIP-Guided Hypernetworks for Dynamic LoRA Unlearning
In Poster Session 2
Piotr Wójcik ⋅ Maksym Petrenko ⋅ Wojciech Gromski ⋅ Przemysław Spurek ⋅ Maciej Zieba
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Improving Classifier-Free Guidance of Flow Matching via Manifold Projection
In Poster Session 2
Jian-Feng Cai ⋅ Haixia Liu ⋅ Zhengyi Su ⋅ Chao Wang
[ Slides]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
InertialAR: Autoregressive 3D Molecule Generation with Inertial Frames
In Poster Session 2
Haorui Li ⋅ weitao du ⋅ Yuqiang Li ⋅ Hongyu Guo ⋅ Shengchao Liu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Categorical Flow Maps
In Poster Session 2
Daan Roos ⋅ Oscar Davis ⋅ Floor Eijkelboom ⋅ Michael Bronstein ⋅ Max Welling ⋅ Ismail Ceylan ⋅ Luca Ambrogioni ⋅ Jan-Willem van de Meent
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Self-Supervised Flow Matching for Scalable Multi-Modal Synthesis
In Poster Session 2
Hila Chefer ⋅ Patrick Esser ⋅ Dominik Lorenz ⋅ Dustin Podell ⋅ Vikash Raja ⋅ Vinh Tong ⋅ Antonio Torralba ⋅ Robin Rombach
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
PortraitRL: Reinforcement Learning for Personalized Portrait Pose Transfer with Multi-Objective Reward Modeling
In Poster Session 2
Jiahui Wu ⋅ Zelong Sun ⋅ Yanbiao Ma ⋅ Zhiwu Lu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Multimarginal flow matching with optimal transport potentials
In Poster Session 2
Raghav Kansal ⋅ David Crair ⋅ Nghia Nguyen ⋅ Scott Pope ⋅ Bradley Parry
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
VELR: Efficient Video Reward Feedback via Ensemble Latent Reward Models
In Poster Session 2
Liyu Zhang ⋅ Kehan Li ⋅ Tao Zhou ⋅ Zeyi Huang ⋅ Chao LI ⋅ Jiming Chen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
GUDA: Counterfactual Group-wise Training Data Attribution for Diffusion Models via Unlearning
In Poster Session 2
Naoki Murata ⋅ Yuhta Takida ⋅ Chieh-Hsin Lai ⋅ Toshimitsu Uesaka ⋅ Bac Nguyen ⋅ Stefano Ermon ⋅ Yuki Mitsufuji
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Prism-MoE: Efficient Dense-to-MoE Conversion for Visual Autoregressive Generation
In Poster Session 2
Ying Li ⋅ Zefang Wang ⋅ Zhaode Wang ⋅ Zhiwen Chen ⋅ chengfei lv ⋅ Huan Wang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
The Velocity Deficit: Initial Energy Injection for Flow Matching
In Poster Session 2
Linze Li ⋅ Zong-Wei Hong ⋅ Shen Zhang ⋅ Bo Lin ⋅ Jinglun Li ⋅ Yao Tang ⋅ Jiajun Liang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Align Your Trajectory Tangent: Training Better Consistency Models via Manifold-Aligned Tangents
In Poster Session 2
Beomsu Kim ⋅ ByungHee Cha ⋅ Jong Chul YE
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
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
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Factored Classifier-Free Guidance
In Poster Session 2
Tian Xia ⋅ Fabio De Sousa Ribeiro ⋅ Rajat Rasal ⋅ Avinash Kori ⋅ Raghav Mehta ⋅ Ben Glocker
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
SALSA-V: Shortcut-Augmented Long-form Synchronized Audio from Videos
In Poster Session 2
Amir Dellali ⋅ Luca Lanzendörfer ⋅ Florian Grötschla ⋅ Roger Wattenhofer
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
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
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
TMD-Bench: A Multi-Level Evaluation Paradigm for Music–Dance Co-Generation
In Poster Session 2
Xiaoda Yang ⋅ Majun Zhang ⋅ Changhao Pan ⋅ Nick Huang ⋅ Yang Yuguang ⋅ fan zhuo ⋅ Pengfei Zhou ⋅ Jin Zhou ⋅ Sizhe Shan ⋅ Shan Yang ⋅ Miles Yang ⋅ Yang You ⋅ Zhou Zhao
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
From Statics to Dynamics: Physics-Aware Image Editing with Latent Transition Priors
In Poster Session 2
Liangbing Zhao ⋅ Le Zhuo ⋅ Sayak Paul ⋅ Hongsheng Li ⋅ Mohamed Elhoseiny
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Reconstructing Template-Memorized Images from Natural Prompts
In Poster Session 2
Sol Yarkoni ⋅ Mahmood Sharif ⋅ Roi Livni
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Rethinking Visual Intelligence: Insights from Video Pretraining
In Poster Session 2
Pablo Acuaviva ⋅ Aram Davtyan ⋅ Mariam Hassan ⋅ Sebastian Stapf ⋅ Ahmad Rahimi ⋅ Alexandre Alahi ⋅ Paolo Favaro
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
VecDesigner: Exploring Visual Guidance and Structural Consistency for Semantic Typography
In Poster Session 2
Liu Yu ⋅ Xingjiao Wu ⋅ Ziang Liu ⋅ Jiabao Zhao ⋅ Daoguo Dong ⋅ Liang He
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
A Kinetic-Energy Perspective of Flow Matching
In Poster Session 2
Ziyun Li ⋅ Huancheng Hu ⋅ Soon Hoe Lim ⋅ Xuyu Li ⋅ Fei Gao ⋅ Enmao Diao ⋅ ZEZHEN DING ⋅ Michalis Vazirgiannis ⋅ Henrik Boström
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Self-Refining Video Sampling
In Poster Session 2
Sangwon Jang ⋅ Taekyung Ki ⋅ Jaehyeong Jo ⋅ Saining Xie ⋅ Jaehong Yoon ⋅ Sung Ju Hwang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
ReaForest: Fostering Generative Video Reasoning for Spatial Planning
In Poster Session 2
Kun Ouyang ⋅ Yuanxin Liu ⋅ Xinhao Li ⋅ Linli Yao ⋅ Xiangyu Zeng ⋅ Haoning Wu ⋅ Hao Zhou ⋅ Fandong Meng ⋅ Jie Zhou ⋅ Xu SUN
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
DiasR: Dual-Modal Identity-Anchored Sparse Routing for Efficient Multi-Subject Video Generation
In Poster Session 2
Yang-yang Li ⋅ Wu Liu ⋅ Jie Li ⋅ Xinchen Liu ⋅ Yongdong Zhang ⋅ Guoqing Jin
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Causal-Adapter: Taming Text-to-Image Diffusion for Faithful Counterfactual Generation
In Poster Session 2
Lei Tong ⋅ Zhihua Liu ⋅ Chaochao Lu ⋅ Dino Oglic ⋅ Tom Diethe ⋅ Philip Teare ⋅ Sotirios Tsaftaris ⋅ Chen Jin
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Mean Flow Distillation: Robust and Stable Distillation for Flow Matching Models
In Poster Session 2
An Zhao ⋅ Shengyuan Zhang ⋅ Zhongjian Sun ⋅ Yixiang Zhou ⋅ Zejian Li ⋅ Ling Yang ⋅ Tianrun Chen ⋅ Lingyun Sun
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
VideoFlexTok: Flexible-Length Coarse-to-Fine Video Tokenization
In Poster Session 2
Andrei Atanov ⋅ Jesse Allardice ⋅ Roman Bachmann ⋅ Oğuzhan Fatih Kar ⋅ R Devon Hjelm ⋅ David Griffiths ⋅ Peter Fu ⋅ Amir Zamir ⋅ Afshin Dehghan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
EgoTactile: Learning Grasp Pressure for Everyday Objects from Egocentric Video
In Poster Session 2
Yuan Zeng ⋅ Yujia Shi ⋅ Tiao Tan ⋅ Xingting Li ⋅ Yaqi Qin ⋅ Zongqing Lu ⋅ Wenming Yang ⋅ Jing-Hao Xue ⋅ Qingmin Liao
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Reasoning to Edit: Hypothetical Instruction-Based Image Editing with Visual Reasoning
In Poster Session 2
Qingdong He ⋅ Xueqin Chen ⋅ Chaoyi Wang ⋅ Yanjie Pan ⋅ Xiaobin Hu ⋅ Zhenye Gan ⋅ Chengjie Wang ⋅ Xiangtai Li ⋅ Weijian Cao ⋅ Yabiao Wang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
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
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Dual Optimal Transport for Multi-Concept Composition: Structural Alignment and Texture Injection in Diffusion Models
In Poster Session 2
Hao Fu ⋅ Tianyu Su ⋅ Meng Liu ⋅ Chenfang Yang ⋅ Tian Gan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Automatic Layer Selection for Hallucination Detection
In Poster Session 2
Xinpeng Wang ⋅ William Cao ⋅ Andrew Wilson ⋅ Zhe Zeng
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Motion Attribution for Video Generation
In Poster Session 2
Xindi Wu ⋅ Despoina Paschalidou ⋅ Jun Gao ⋅ Antonio Torralba ⋅ Laura Leal-Taixé ⋅ Olga Russakovsky ⋅ Sanja Fidler ⋅ Jonathan Lorraine
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Disentangling Intent from Role: Adversarial Self-Play for Persona-Invariant Safety Alignment
In Poster Session 2
Jiajia Li ⋅ Xiaoyu Wen ⋅ Shuyue Hu ⋅ Qiaosheng Zhang ⋅ Zhen Wang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
FedSDR: Federated Self-Distillation with Rectification
In Poster Session 2
Ziheng Ren ⋅ Zhanming Shen ⋅ Hao Wang ⋅ Ning Liu ⋅ You Song
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Trojan-Speak: Bypassing Constitutional Classifiers with No Jailbreak Tax via Adversarial Finetuning
In Poster Session 2
Bilgehan Sel ⋅ Xuanli He ⋅ Alwin Peng ⋅ Ming Jin ⋅ Jerry Wei
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
AMA-Bench: Evaluating Long-Horizon Memory for Agentic Applications
In Poster Session 2
Yujie Zhao ⋅ Boqin Yuan ⋅ Junbo Huang ⋅ Haocheng Yuan ⋅ Zhongming Yu ⋅ Haozhou Xu ⋅ Lanxiang Hu ⋅ Abhilash Shankarampeta ⋅ Zimeng Huang ⋅ Wentao Ni ⋅ Yuandong Tian ⋅ Jishen Zhao
[ Slides]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
CUARewardBench: Benchmark for Evaluating Reward Models on Computer-using Agent Trajectories
In Poster Session 2
Haojia Lin ⋅ Xiaoyu Tan ⋅ Yulei Qin ⋅ Zihan Xu ⋅ Yuchen Shi ⋅ Zongyi Li ⋅ Gang Li ⋅ Shaofei Cai ⋅ Siqi Cai ⋅ Yuzheng Cai ⋅ Chaoyou Fu ⋅ Ke Li ⋅ Xing Sun
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
CATArena: Evaluating Evolutionary Capabilities of Code Agents via Iterative Tournaments
In Poster Session 2
Lingyue Fu ⋅ Xin Ding ⋅ Linyue Pan ⋅ Yaoming Zhu ⋅ Shao Zhang ⋅ Lin Qiu ⋅ Weiwen Liu ⋅ Weinan Zhang ⋅ Xuezhi Cao ⋅ Xunliang Cai ⋅ Jiaxin Ding ⋅ Yong Yu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
AgentExpt: Automating AI Experiment Design with LLM-based Resource Retrieval Agent
In Poster Session 2
Yu Li ⋅ Lehui Li ⋅ Lin Chen ⋅ Qingmin Liao ⋅ Fengli Xu ⋅ Yong Li
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
WebWorld: A Large-Scale World Model for Web Agent Training
In Poster Session 2
Zikai Xiao ⋅ Jianhong Tu ⋅ Chuhang Zou ⋅ Yuxin Zuo ⋅ Zhi Li ⋅ Peng Wang ⋅ Bowen Yu ⋅ Fei Huang ⋅ Junyang Lin ⋅ Zuozhu Liu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Computational Arbitrage in AI Model Markets
In Poster Session 2
Ricardo Dominguez-Olmedo ⋅ Bernhard Schölkopf ⋅ Moritz Hardt
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
MASPOB: Bandit-Based Prompt Optimization for Multi-Agent Systems with Graph Neural Networks
In Poster Session 2
Zhi Hong ⋅ Qian Zhang ⋅ Jiahang Sun ⋅ Zhiwei Shang ⋅ Mingze Kong ⋅ Xiangyi Wang ⋅ Yao Shu ⋅ Zhongxiang Dai
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Training LLM Agents to Empower Humans
In Poster Session 2
Evan Ellis ⋅ Vivek Myers ⋅ Jens Tuyls ⋅ Sergey Levine ⋅ Anca Dragan ⋅ Benjamin Eysenbach
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Beyond Problem Solving: UOJ-Bench for Evaluating Code Generation, Hacking, and Repair in Competitive Programming
In Poster Session 2
Tingqiang Xu ⋅ Hangrui Zhou ⋅ Tianle Cai ⋅ Alex Gu ⋅ Kaifeng Lyu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Training Language Model Agents to Find Vulnerabilities with CTF-Dojo
In Poster Session 2
Terry Yue Zhuo ⋅ Dingmin Wang ⋅ Hantian Ding ⋅ Varun Kumar ⋅ Zijian Wang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
daVinci-Dev: Agent-native Mid-training for Software Engineering
In Poster Session 2
Ji Zeng ⋅ Dayuan Fu ⋅ Tiantian Mi ⋅ Zhuang Yumin ⋅ Yaxing Huang ⋅ Xuefeng Li ⋅ Lyumanshan Ye ⋅ Muhang Xie ⋅ Qishuo Hua ⋅ Zhen Huang ⋅ Mohan Jiang ⋅ Hanning Wang ⋅ Shijie Xia ⋅ Yang Xiao ⋅ Jie Sun ⋅ Yunze Wu ⋅ Pengfei Liu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
ParEVO: Synthesizing Code for Irregular Data: High-Performance Parallelism through Agentic Evolution
In Poster Session 2
Liu Yang ⋅ Zeyu Nie ⋅ Andrew Liu ⋅ Ruomu Zou ⋅ Deniz Altınbüken ⋅ Amir Yazdanbakhsh ⋅ Quanquan Liu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Structurally Aligned Subtask-Level Memory for Software Engineering Agents
In Poster Session 2
Kangning Shen ⋅ Jingyuan Zhang ⋅ Chenxi Sun ⋅ WencongZeng ⋅ Yang Yue
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
SimpleMem: Efficient Lifelong Memory for LLM Agents
In Poster Session 2
Jiaqi Liu ⋅ Yaofeng Su ⋅ Peng Xia ⋅ Siwei Han ⋅ Zeyu Zheng ⋅ Cihang Xie ⋅ Mingyu Ding ⋅ Huaxiu Yao
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
CodeChemist: Test-Time Scaling for Low-Resource Code Generation via Functional Knowledge Transfer
In Poster Session 2
KaiXin Wang ⋅ Tianlin Li ⋅ Xiaoyu Zhang ⋅ Aishan Liu ⋅ Xianglong Liu ⋅ ziqi liu ⋅ Zhiqiang Zhang ⋅ JUN ZHOU ⋅ Bin Shi
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Meta Context Engineering via Agentic Skill Evolution
In Poster Session 2
Haoran Ye ⋅ Xuning He ⋅ Vincent Arak ⋅ Haonan Dong ⋅ Guojie Song
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Agentic Monte Carlo: Reinforcement Learning for Black-Box LLM Agents
In Poster Session 2
Daeyon Hwang ⋅ Raunaq Suri ⋅ Valentin Villecroze ⋅ Anthony Caterini ⋅ Jesse Cresswell ⋅ Noël Vouitsis ⋅ Brendan Ross
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
RealtimeTool: Parallel Decoding for Real-Time LLM Function Calling
In Poster Session 2
Xiaoxin Shi ⋅ Jiaxin Wan ⋅ Linkang Dong ⋅ Wei Jiang ⋅ Yue Liu ⋅ Zengfeng Huang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
AutoRPA: Efficient GUI Automation through LLM-Driven Code Synthesis from Interactions
In Poster Session 2
Minghao Chen ⋅ Xinyi Hu ⋅ Zhou Yu ⋅ Yufei Yin
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
DIVE: Scaling Diversity in Agentic Task Synthesis for Generalizable Tool Use
In Poster Session 2
Aili Chen ⋅ Chi Zhang ⋅ Junteng Liu ⋅ Jiangjie Chen ⋅ Chengyu Du ⋅ Yunji Li ⋅ Ming Zhong ⋅ Qin Wang ⋅ Zhengmao Zhu ⋅ Jiayuan Song ⋅ Ke Ji ⋅ Junxian He ⋅ Pengyu Zhao ⋅ Yanghua Xiao
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Evaluating Agentic Optimization on Large Codebases
In Poster Session 2
Atharva Sehgal ⋅ James Hou ⋅ Akanksha Sarkar ⋅ Ishaan Mantripragada ⋅ Swarat Chaudhuri ⋅ Jennifer Sun ⋅ Yisong Yue
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
AOrchestra: Automating Sub-Agent Creation for Agentic Orchestration
In Poster Session 2
Jianhao Ruan ⋅ Zhihao Xu ⋅ Yiran Peng ⋅ Fashen Ren ⋅ Zhaoyang Yu ⋅ Xinbing Liang ⋅ Jinyu Xiang ⋅ Yongru Chen ⋅ Bang Liu ⋅ Wu ⋅ Yuyu Luo ⋅ Jiayi Zhang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Position: Self-Play Only Evolves When Self-Synthetic Pipeline Ensures Learnable Information Gain
In Poster Session 2
Wei Liu ⋅ Siya Qi ⋅ Yali Du ⋅ Yulan He
[ Slides]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
The Invisible Lottery: How Subtle Cues Steer Algorithm Choice in LLM Code Generation
In Poster Session 2
Akanksha Narula ⋅ Mofasshara Rafique ⋅ Laurent Bindschaedler
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents
In Poster Session 2
Jingzhe Ding ⋅ Shengda Long ⋅ Changxin Pu ⋅ Ge Zhang ⋅ zhou huan ⋅ Hongwan Gao ⋅ Xiang Gao ⋅ Chao He ⋅ Yue Hou ⋅ FEI HU ⋅ Zhaojian Li ⋅ Weiran Shi ⋅ Zaiyuan Wang ⋅ Daoguang Zan ⋅ Chenchen Zhang ⋅ Xiaoxu Zhang ⋅ Chen Qizhi ⋅ cheng ⋅ Bo Deng ⋅ Qingshui Gu ⋅ Kai Hua ⋅ Juntao Lin ⋅ Pai Liu ⋅ Mingchen Li ⋅ Minghao Li ⋅ Xuanguang Pan ⋅ Zifan Peng ⋅ Yujia Qin ⋅ Yong Shan ⋅ Zhewen Tan ⋅ Haoran Wang ⋅ Zihan Wang ⋅ Weihao Xie ⋅ Yishuo Yuan ⋅ Jiayu Zhang ⋅ Yunfei Zhao ⋅ He Zhu ⋅ LIYA ZHU ⋅ chenyangzou ⋅ Ming Ding ⋅ Jiaheng Liu ⋅ Jianpeng Jiao ⋅ Liam Liu ⋅ Qian Liu ⋅ Chongyang Tao ⋅ Jian Yang ⋅ Tong Yang ⋅ Zhaoxiang Zhang ⋅ Xinjie Chen ⋅ Wenhao Huang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
DeepAnalyze: Agentic Large Language Models for Autonomous Data Science
In Poster Session 2
Shaolei Zhang ⋅ Ju Fan ⋅ Meihao Fan ⋅ Yizhe Liu ⋅ Yuxin Zhang ⋅ Xiaoyong Du
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
HeraSys: Collaborative Serving of Multiple LLM Workflows via Fine-Grained End-to-End Optimization
In Poster Session 2
Size Li ⋅ Zhiqing Tang ⋅ Hongrui Liang ⋅ Jianxiong Guo ⋅ Jiong Lou ⋅ Tian Wang ⋅ Weijia Jia
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Agent-Omit: Training Efficient LLM Agents for Adaptive Thought and Observation Omission via Agentic Reinforcement Learning
In Poster Session 2
Yansong Ning ⋅ Jun Fang ⋅ Naiqiang Tan ⋅ Hao Liu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Persona-Pruner: Sculpting Lightweight Models for Role-Playing
In Poster Session 2
Jinsu Kim ⋅ Jihoon Tack ⋅ Noah Lee ⋅ Jongheon Jeong
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Learning to Explore: Scaling Agentic Reasoning via Exploration-Aware Policy Optimization
In Poster Session 2
Xingyuan Hua ⋅ Sheng Yue ⋅ Ju Ren
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
LatentLens: Revealing Highly Interpretable Visual Tokens in LLMs
In Poster Session 2
Benno Krojer ⋅ Perampalli Shravan Nayak ⋅ Oscar Mañas ⋅ Vaibhav Adlakha ⋅ Desmond Elliott ⋅ Siva Reddy ⋅ Marius Mosbach
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
SINQ: Sinkhorn-Normalized Quantization for Calibration-Free Low-Precision LLM Weights
In Poster Session 2
Lorenz K. Muller ⋅ Philippe Bich ⋅ Jiawei Zhuang ⋅ Ahmet Çelik ⋅ Luca Benfenati ⋅ Lukas Cavigelli
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
EchoingPixels: Aliasing-Resistant Joint Token Reduction for Audio-Visual LLMs
In Poster Session 2
Chao Gong ⋅ Depeng Wang ⋅ Zhipeng Wei ⋅ Ya Guo ⋅ Huijia Zhu ⋅ Jingjing Chen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Learning More from Less: Unlocking Internal Representations for Benchmark Compression
In Poster Session 2
Yueqi Zhang ⋅ Jin Hu ⋅ Shaoxiong Feng ⋅ Peiwen Yuan ⋅ Xinglin Wang ⋅ Yiwei Li ⋅ Jiayi Shi ⋅ Chuyi Tan ⋅ Ji Zhang ⋅ Boyuan Pan ⋅ Yao Hu ⋅ Kan Li
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Differential syntactic and semantic encoding in LLMs
In Poster Session 2
Santiago Acevedo ⋅ Alessandro Laio ⋅ Marco Baroni
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
TriAttention: Efficient Long Reasoning with Trigonometric KV Compression
In Poster Session 2
Weian Mao ⋅ Xi Lin ⋅ Wei Huang ⋅ Yuxin Xie ⋅ Tianfu Fu ⋅ Bohan Zhuang ⋅ Song Han ⋅ Yukang Chen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Learning Self-Interpretation from Interpretability Artifacts: Training Lightweight Adapters on Vector-Label Pairs
In Poster Session 2
Keenan Pepper ⋅ Alex McKenzie ⋅ Florin Pop ⋅ Stijn Servaes ⋅ Martin Leitgab ⋅ Michael Vaiana ⋅ Judd Rosenblatt ⋅ Michael Graziano ⋅ Diogo de Lucena
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
AgentVocab: Structure-Aware Vocabulary Adaptation for Efficient LLM Agents
In Poster Session 2
Kai Bian ⋅ Haosi Mo ⋅ Xuebo Liu ⋅ Shuangyong Song ⋅ Jing Li ⋅ Yongxiang Li ⋅ Min zhang ⋅ Xuelong Li
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
From Parameters to Data: A Task-Parameter-Guided Fine-Tuning Pipeline for Efficient LLM Alignment
In Poster Session 2
Hao Chen ⋅ Qi Zhang ⋅ Liyao Li ⋅ Zhanming Shen ⋅ Wentao Ye ⋅ Lirong Gao ⋅ NINGTAO WANG ⋅ Xing Fu ⋅ Xiaoyu Shen ⋅ Junbo Zhao
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Navigating the Pareto Frontier of Alignment:Spectrum-Adaptive Fine-Tuning for LLMs
In Poster Session 2
Yaoyou Fan ⋅ Chao Zhang ⋅ Xiaoyu Tan ⋅ Chenxing Sun ⋅ Yu Yuan ⋅ Haoyu Feng ⋅ Lu Pan ⋅ Ke Zeng ⋅ Xunliang Cai
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs
In Poster Session 2
Zhongzhi Li ⋅ Xuansheng Wu ⋅ Yijiang Li ⋅ Lijie Hu ⋅ Ninghao Liu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Post-Hoc Merging is Not Enough: Many-Shot Model Merging with Loss-Gap Balancing
In Poster Session 2
Kyungjin Im ⋅ Chanin Eom ⋅ Miru Kim ⋅ Minhae Kwon
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Semantic Cache Distillation: Efficient State Transfer via Reuse and Selective Patching
In Poster Session 2
Qianli Ma ⋅ Zhiqing Tang ⋅ Hanshuai Cui ⋅ Zhi Yao ⋅ Weijia Jia
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
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
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Cram Less to Fit More: Training Data Pruning Improves Memorization of Facts
In Poster Session 2
Jiayuan Ye ⋅ Vitaly Feldman ⋅ Kunal Talwar
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
ProphetKV: User-Query-Driven Selective Recomputation for Efficient KV Cache Reuse in Retrieval-Augmented Generation
In Poster Session 2
Shihao Wang ⋅ Jiahao Chen ⋅ Yanqi Pan ⋅ Hao Huang ⋅ Yichen Hao ⋅ Xiangyu Zou ⋅ Wen Xia ⋅ Chongyang Qiu ⋅ Wentao Zhang ⋅ PengFei Wang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
How to Train Your Advisor: Steering Black-Box LLMs with Advisor Models
In Poster Session 2
Parth Asawa ⋅ Alan Zhu ⋅ Abigail O'Neill ⋅ Matei Zaharia ⋅ Alex Dimakis ⋅ Joseph E Gonzalez
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Rethinking KV Cache Eviction via a Unified Information-Theoretic Objective
In Poster Session 2
Jiaming Yang ⋅ Chenwei Tang ⋅ Liangli Zhen ⋅ Jiancheng Lv
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
PowerFlow: Unlocking the Dual Nature of LLMs via Principled Distribution Matching
In Poster Session 2
Ruishuo Chen ⋅ Yu Chen ⋅ Zhuoran Li ⋅ Longbo Huang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Affine-Scaled Attention: Towards Flexible and Stable Transformer Attention
In Poster Session 2
Jeongin Bae ⋅ baeseong park ⋅ Gunho Park ⋅ Minsub Kim ⋅ Joonhyung Lee ⋅ Junhee Yoo ⋅ Sunghyeon Woo ⋅ Jiwon Ryu ⋅ Se Jung Kwon ⋅ Dongsoo Lee
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Sharpness-Aware Pretraining Mitigates Catastrophic Forgetting
In Poster Session 2
Ishaan Watts ⋅ Catherine Li ⋅ Sachin Goyal ⋅ Jacob Mitchell Springer ⋅ Aditi Raghunathan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
NorMuon: Making Muon more efficient and scalable
In Poster Session 2
Zichong Li ⋅ Liming Liu ⋅ Chen Liang ⋅ Weizhu Chen ⋅ Tuo Zhao
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Don't Drop Dropout: Optimizing Layer Sparsity for Efficient LLM Training and Inference
In Poster Session 2
Mostafa Elhoushi ⋅ Nolan Dey ⋅ Alexander Pretko ⋅ Bin Zhang ⋅ Gavia Gray ⋅ Gurpreet Gosal ⋅ Abdulrahman Mahmoud ⋅ Shane Bergsma ⋅ Joel Hestness
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
IndexMem: Learned KV-Cache Eviction with Latent Memory for Long-Context LLM Inference
In Poster Session 2
Xintong Yang ⋅ Hao Gu ⋅ Binxing Xu ⋅ Lujun Li ⋅ Bei Liu ⋅ Jiacheng Liu ⋅ Qiyuan Zhu ⋅ Sirui Han ⋅ Yike Guo
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
R2-Router: A New Paradigm for LLM Routing with Reasoning
In Poster Session 2
Jiaqi Xue ⋅ Qian Lou ⋅ Jiarong Xing ⋅ Heng Huang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Memory-Efficient LLM Pretraining via Minimalist Optimizer Design
In Poster Session 2
Athanasios Glentis ⋅ Jiaxiang Li ⋅ Andi Han ⋅ Mingyi Hong
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Adversarial Latent Embedding Repair for LLM Continual Learning
In Poster Session 2
Xilin Xia ⋅ Xialiang Tong ⋅ Jie Wang ⋅ Chi Ma ⋅ Shengxue Li ⋅ 白 寅岐 ⋅ Yuhang Jiang ⋅ Xing Li ⋅ Jianye Hao ⋅ Mingxuan Yuan ⋅ Feng Wu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
When Does Sparsity Mitigate the Curse of Depth in LLMs
In Poster Session 2
Dilxat Muhtar ⋅ Xinyuan Song ⋅ Sebastian Pokutta ⋅ Max Zimmer ⋅ Nico Pelleriti ⋅ Thomas Hofmann ⋅ Shiwei Liu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
d3LLM: Ultra-Fast Diffusion LLM using Pseudo-Trajectory Distillation
In Poster Session 2
Yu-Yang Qian ⋅ Junda Su ⋅ Lanxiang Hu ⋅ Peiyuan Zhang ⋅ Zhijie Deng ⋅ Peng Zhao ⋅ Hao Zhang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
AdaRoPE: Not All Attention Heads Should Rotate and Scale Equally
In Poster Session 2
Shaowen Wang ⋅ Yuke Zheng ⋅ Tansheng Zhu ⋅ Shuang Chen ⋅ Shaofan Liu ⋅ Suncong Zheng ⋅ Li Jian
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Do We Need Adam? Surprisingly Strong and Sparse Reinforcement Learning with SGD in LLMs
In Poster Session 2
Sagnik Mukherjee ⋅ Lifan Yuan ⋅ Pavan Jayasinha ⋅ Dilek Hakkani-Tür ⋅ Hao Peng
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
EntroKV: Entropy-Guided Dynamic Budget Allocation for KV-Cache Compression
In Poster Session 2
Wenhao Gao ⋅ Haoran Cao ⋅ Yueyan Li ⋅ YongGao Xiao ⋅ Caixia Yuan ⋅ Xiaojie Wang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Deterministic Inference across Tensor Parallel Sizes That Eliminates Training-Inference Mismatch
In Poster Session 2
Ziyang Zhang ⋅ Xinheng Ding ⋅ Jiayi Yuan ⋅ Rixin Liu ⋅ Huizi Mao ⋅ Jiarong Xing ⋅ Zirui Liu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
CLAA: Cross-Layer Attention Aggregation for Accelerating LLM Prefill
In Poster Session 2
Bradley McDanel ⋅ Steven Li ⋅ Harshit Khaitan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
AGoQ: Activation and Gradient Quantization for Memory-Efficient Distributed Training of LLMs
In Poster Session 2
WenXiang Lin ⋅ HuangJunTao ⋅ ZhangLuHan ⋅ Lilaiyi ⋅ Xiang Bao ⋅ mengyang zhang ⋅ BingWang Wang ⋅ Shaohuai Shi
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Fast KV Compaction via Attention Matching
In Poster Session 2
Adam Zweiger ⋅ Xinghong Fu ⋅ Han Guo ⋅ Yoon Kim
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Stable-GFlowNet: Toward Diverse and Robust LLM Red-Teaming via Contrastive Trajectory Balance
In Poster Session 2
Minchan Kwon ⋅ Sung Hyun Baek ⋅ Minseo Kim ⋅ Jaemyung Yu ⋅ Dongyoon Han ⋅ Junmo Kim
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Rank-Aware Spectral Bounds on Attention Logits for Stable Low-Precision Training
In Poster Session 2
Seyed Morteza Emadi
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Universal One-third Time Scaling in Learning Peaked Distributions
In Poster Session 2
Yizhou Liu ⋅ Ziming Liu ⋅ Cengiz Pehlevan ⋅ Jeff Gore
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
ForesightKV: Optimizing KV Cache Eviction for Reasoning Models by Learning Long-Term Contribution
In Poster Session 2
Zican Dong ⋅ Peiyu Liu ⋅ Junyi Li ⋅ Zhipeng Chen ⋅ Han Peng ⋅ Shuo Wang ⋅ Xin Zhao
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
HE-SNR: Uncovering Latent Logic via Entropy for Guiding Mid-Training on SWE-bench
In Poster Session 2
Yueyang Wang ⋅ Jiawei Fu ⋅ Baolong Bi ⋅ Xili Wang ⋅ Xiaoqing Liu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Tiny Brains, Giant Impact: Uncovering the Keystone Neurons of LLM with Just a Few Prompts
In Poster Session 2
Xiangtian Ji ⋅ Yuxin Chen ⋅ Zhengzhou Cai ⋅ Xiang Wang ⋅ An Zhang ⋅ Tat-Seng Chua
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
ArborKV: Structure-Aware KV Cache Management for Scaling Tree-based LLM Reasoning
In Poster Session 2
Yeqiu Chen ⋅ Ziyan Liu ⋅ Zhenxin Huang ⋅ Runquan Gui ⋅ Hong Wang ⋅ Lei Liu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Select to Think: Unlocking SLM Potential with Local Sufficiency
In Poster Session 2
Wenxuan Ye ⋅ Yangyang Zhang ⋅ Xueli An ⋅ Georg Carle ⋅ Yunpu Ma
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Skill Neologisms: Towards Skill-based Continual Learning
In Poster Session 2
Antonin Berthon ⋅ Nicolás Astorga ⋅ Mihaela van der Schaar
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Reasoning Cache: Learning to Extrapolate to Long Lengths via Short-Length RL
In Poster Session 2
Ian Wu ⋅ Yuxiao Qu ⋅ Amrith Setlur ⋅ Aviral Kumar
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
xLSTM Distillation: Achieving Teacher-Student Parity Through Efficient Hybrid Architectures
In Poster Session 2
Lukas Hauzenberger ⋅ Niklas Schmidinger ⋅ Thomas Schmied ⋅ Anamaria-Roberta Hartl ⋅ David Stap ⋅ Pieter-Jan Hoedt ⋅ Sebastian Böck ⋅ Günter Klambauer ⋅ Sepp Hochreiter
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
DSB: Dynamic Sliding Block Scheduling for Diffusion LLMs
In Poster Session 2
Lizhuo Luo ⋅ Shenggui Li ⋅ Yonggang Wen ⋅ Tianwei Zhang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Learning a Zeroth-Order Optimizer for Fine-Tuning LLMs
In Poster Session 2
Kairun Zhang ⋅ Haoyu Li ⋅ Yanjun Zhao ⋅ Yifan Sun ⋅ Huan Zhang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Milestone-Guided Policy Learning for Long-Horizon Language Agents
In Poster Session 2
Zixuan Wang ⋅ Yuchen Yan ⋅ Hongxing Li ⋅ Teng Pan ⋅ Dingming Li ⋅ Ruiqing Zhang ⋅ Weiming Lu ⋅ Jun Xiao ⋅ Yueting Zhuang ⋅ Yongliang Shen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
TGPO: Efficient Policy Optimization through Sequence Anchor and Information Gating
In Poster Session 2
Hang Ding ⋅ Dongqi Liu ⋅ Qiming Feng ⋅ Jian Li ⋅ Tong Lei ⋅ Jiafu Wu ⋅ Shuo Wang ⋅ Weijian Cao ⋅ Chengjie Wang ⋅ Yabiao Wang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Continuous Diffusion Models Can Obey Formal Syntax
In Poster Session 2
Jinwoo Kim ⋅ Taylor Berg-Kirkpatrick ⋅ Loris D'Antoni
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Rethinking 1-bit Optimization Leveraging Pre-trained Large Language Models
In Poster Session 2
Zhijun Tu ⋅ Hanting Chen ⋅ Jian Li ⋅ Yuanyuan Xi ⋅ Siqi Liu ⋅ Chuanjian Liu ⋅ Jie Hu ⋅ Yunhe Wang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Detecting Contextual Hallucinations in Large Language Models with Frequency-Aware Attention
In Poster Session 2
Siya Qi ⋅ Yudong Chen ⋅ Runcong Zhao ⋅ Qinglin Zhu ⋅ Zhanghao Hu ⋅ Wei Liu ⋅ Yulan He ⋅ Zheng Yuan ⋅ Lin Gui
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
AugServe: Adaptive Request Scheduling for Augmented Large Language Model Inference Serving
In Poster Session 2
Ying Wang ⋅ Zhen Jin ⋅ Zhenqian Chen ⋅ Jiexiong Xu ⋅ Wenhai Lin ⋅ Yiquan Chen ⋅ Wenzhi CHEN
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Dive into the Scene: Breaking the Perceptual Bottleneck in Vision-Language Decision Making via Focus Plan Generation
In Poster Session 2
Boyuan Xiao ⋅ Bohong Chen ⋅ Yumeng Li ⋅ Ji Feng ⋅ Yao-Xiang Ding ⋅ Kun Zhou
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Injecting Distributional Awareness into MLLMs via Reinforcement Learning for Deep Imbalanced Regression
In Poster Session 2
Yao DU ⋅ Shanshan Song ⋅ Xiaomeng Li
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Modality-Decoupled Online Recursive Editing
In Poster Session 2
Siyuan Li ⋅ Youyuan Zhang ⋅ Fangming Liu ⋅ Jing Li
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
PuzzleMoE: Efficient Compression of Large Mixture-of-Experts Models via Sparse Expert Merging and Bit-packed inference
In Poster Session 2
Yushu Zhao ⋅ Zheng Wang ⋅ Minjia Zhang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
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
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Language Models as Nodes: Constructing a High-Level Neural Network
In Poster Session 2
Shiguang Wu ⋅ Yaqing Wang ⋅ QUANMING YAO
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Criterion-Conditional In-Context Learning: Evaluating Criterion-Shift Adaptation in Vision-Language Models
In Poster Session 2
Kaiyun Yang ⋅ Ruilin Yang ⋅ Zhimin Yao ⋅ Jikai Wang ⋅ Wei Ge
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Jailbreaking Vision-Language Models Through the Visual Modality
In Poster Session 2
Aharon Azulay ⋅ Jan Dubiński ⋅ Zhuoyun Li ⋅ Atharv Mittal ⋅ Yossi Gandelsman
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
TEAM: Temporal–Spatial Consistency Guided Expert Activation for MoE Diffusion Language Model Acceleration
In Poster Session 2
LINYE WEI ⋅ Zixiang Luo ⋅ Pingzhi Tang ⋅ Meng Li
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
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
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
$L^3$: Large Lookup Layers
In Poster Session 2
Albert Tseng ⋅ Chris De Sa
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Transport and Merge: Cross-Architecture Merging for Large Language Models
In Poster Session 2
Chenhang Cui ⋅ Binyun Yang ⋅ Fei Shen ⋅ Yuxin Chen ⋅ Jingnan Zheng ⋅ Xiang Wang ⋅ An Zhang ⋅ Tat-Seng Chua
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration
In Poster Session 2
Shaobo Wang ⋅ Xuan Ouyang ⋅ Tianyi Xu ⋅ Yuzheng Hu ⋅ Jialin Liu ⋅ Guo Chen ⋅ Tianyu Zhang ⋅ Junhao Zheng ⋅ Kexin Yang ⋅ Xingzhang Ren ⋅ Dayiheng Liu ⋅ Linfeng Zhang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
MLUBench: A Benchmark for Lifelong Unlearning Evaluation in MLLMs
In Poster Session 2
He Li ⋅ Haoang Chi ⋅ Qizhou Wang ⋅ Yunxin Mao ⋅ Zhiheng Zhang ⋅ Jie Tan ⋅ Tongliang Liu ⋅ Wenjing Yang ⋅ Bo Han
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Autoregressive Language Models are Secretly Energy-Based Models: Insights into the Lookahead Capabilities of Next-Token Prediction
In Poster Session 2
Mathieu Blondel ⋅ Michael Sander ⋅ Germain Vivier-Ardisson ⋅ Tianlin Liu ⋅ Vincent Roulet
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
NanoQuant: Efficient Sub-1-bit Quantization of Large Language Models
In Poster Session 2
Hyochan Chong ⋅ Dongkyu Kim ⋅ Changdong Kim ⋅ Minseop choi
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Logit-Attention Divergence: Mitigating Position Bias in Multi-Image Retrieval via Attention-Guided Calibration
In Poster Session 2
Mingtao Xian ⋅ Yifeng Yang ⋅ Qinying Gu ⋅ Xinbing Wang ⋅ Nanyang Ye
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Rethinking Sparse Mixture of Experts from a Unified Perspective
In Poster Session 2
Giang Do ⋅ Hung Le ⋅ Truyen Tran
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Self Optimizing Language Models
In Poster Session 2
Yash Akhauri ⋅ Mohamed Abdelfattah
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Hista and Numca: Estimate State Value Effectively for Large Language Model Reinforcement Learning
In Poster Session 2
Zizhe Chen ⋅ Jiqian Dong ⋅ Yizhou Tian ⋅ Garry YANG ⋅ Yongqiang Chen ⋅ Zhitang Chen ⋅ James Cheng
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Self-Augmenting Retrieval for Diffusion Language Models
In Poster Session 2
Paul Jünger ⋅ Justin Lovelace ⋅ Linxi Zhao ⋅ Dongyoung Go ⋅ Kilian Weinberger
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Swordsman: Entropy-Driven Adaptive Block Partition for Efficient Diffusion Language Models
In Poster Session 2
Yu Zhang ⋅ Xinchen Li ⋅ Jialei Zhou ⋅ Hongnan Ma ⋅ Zhongwei Wan ⋅ Yiwei Shi ⋅ Duoqian Miao ⋅ Qi Zhang ⋅ Longbing Cao
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Bounded Hyperbolic Tangent: A Stable and Efficient Alternative to Pre-Layer Normalization in Large Language Models
In Poster Session 2
Hoyoon Byun ⋅ Youngjun Choi ⋅ Taero Kim ⋅ Sungrae Park ⋅ Kyungwoo Song
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
RaGEP: Rank-aware Geometric Expert Pruning for Mixture-of-Experts Language Models
In Poster Session 2
Wentao Hu ⋅ Zeyu Zhu ⋅ Mingkuan Zhao ⋅ Zhenhua An ⋅ Yanbo Zhai ⋅ Shanhong yu ⋅ Huilin Zhou ⋅ Xin Lai ⋅ Xiaoyan Zhu ⋅ Jiayin Wang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
DARC: Disagreement-Aware Alignment via Risk-Constrained Decoding
In Poster Session 2
mingxi Zou ⋅ Jiaxiang Chen ⋅ Junfan Li ⋅ Langzhang Liang ⋅ Qifan Wang ⋅ Xu Yinghui ⋅ Zenglin Xu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
SpecForge: A Flexible and Efficient Open-Source Training Framework for Speculative Decoding
In Poster Session 2
Shenggui Li ⋅ Chao Wang ⋅ YIKAI ZHU ⋅ Yubo Wang ⋅ Fan Yin ⋅ Shuai Shi ⋅ YefeiChen ⋅ Xiaomin Dong ⋅ Qiaoling Chen ⋅ Jin Pan ⋅ JiLi ⋅ Yineng Zhang ⋅ Lei Yu ⋅ Yonggang Wen ⋅ Ivor Tsang ⋅ Tianwei Zhang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Towards Fine-grained Robustness: Attention-guided Test-time Prompt Tuning for Vision-Language Models
In Poster Session 2
Jia-Wei Hai ⋅ Yijun Wang ⋅ Xiu-Shen Wei
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Bayesian Gated Non-Negative Contrastive Learning
In Poster Session 2
Peng Cui ⋅ Jiahao Zhang ⋅ Lijie Hu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Rethinking generative image pretraining: How far are we from scaling up next-pixel prediction?
In Poster Session 2
Xinchen Yan ⋅ Chen Liang ⋅ Lijun Yu ⋅ Adams Wei Yu ⋅ Yifeng Lu ⋅ Quoc Le
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Rethinking Temporal Consistency in Video Object-Centric Learning: From Prediction to Correspondence
In Poster Session 2
Zhiyuan Li ⋅ Rongzhen Zhao ⋅ Wenyan Yang ⋅ Wenshuai Zhao ⋅ Pekka Marttinen ⋅ Joni Pajarinen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Prompt Tuning for CLIP on the Pretrained Manifold
In Poster Session 2
Xi Yang ⋅ Yuanrong Xu ⋅ Weigang Zhang ⋅ Guangming Lu ⋅ David Zhang ⋅ Jie Wen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Joint-Embedding Predictive Learning of Latent Market States in U.S. Equities
In Poster Session 2
Simon Mahns ⋅ Randall Balestriero ⋅ Mahmoud Assran
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Factored Latent Action World Models
In Poster Session 2
Zizhao Wang ⋅ Chang Shi ⋅ Jiaheng Hu ⋅ Kevin Rohling ⋅ Roberto Martín-Martín ⋅ Amy Zhang ⋅ Peter Stone
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Rectified LpJEPA: Joint-Embedding Predictive Architectures with Sparse and Maximum-Entropy Representations
In Poster Session 2
Yilun Kuang ⋅ Yash Dagade ⋅ Tim G. J. Rudner ⋅ Randall Balestriero ⋅ Yann LeCun
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Topology-Aware Contrastive Learning: Regulating Representation Connectivity via Persistent Homology
In Poster Session 2
Jiaxin Sun ⋅ Yuhua Qian ⋅ Yang Wang
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
AudioMosaic: Contrastive Masked Audio Representation Learning
In Poster Session 2
Hanxun Huang ⋅ Qizhou Wang ⋅ Xingjun Ma ⋅ Cihang Xie ⋅ Christopher Leckie ⋅ Sarah Erfani
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Interpretable Self-Supervised Learning via Representer Landmarks and Nyström Approximation
In Poster Session 2
Maedeh Zarvandi ⋅ Michael Timothy ⋅ Theresa Wasserer ⋅ Debarghya Ghoshdastidar
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
When Softmax Fails at the Top: Extreme‑Value Corrections for InfoNCE
In Poster Session 2
Hasan Sabri Melihcan Erol ⋅ Suat Evren ⋅ Oktay Ozel ⋅ Alexander Morgan ⋅ Jongha (Jon) Ryu ⋅ Lizhong Zheng
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Var-JEPA: Variational Joint-Embedding Predictive Architecture – Bridging Predictive and Generative Self-Supervised Learning
In Poster Session 2
Moritz Gögl ⋅ Christopher Yau
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
3D-DLP: Self-supervised 3D Object-centric Scene Representation Learning
In Poster Session 2
Ellina Zhang ⋅ Madhavan Iyengar ⋅ Amir Zadeh ⋅ Chuan Li ⋅ David Held ⋅ Deepak Pathak ⋅ Tal Daniel
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Reliable Thinking with Images
In Poster Session 2
Haobin Li ⋅ Yutong Yang ⋅ Yijie Lin ⋅ daixiang ⋅ Mouxing Yang ⋅ Xi Peng
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
IdEst: Assessing Self-Supervised Learning Representations via Intrinsic Dimension
In Poster Session 2
Julie Mordacq ⋅ Vicky Kalogeiton ⋅ Steve Oudot
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training
In Poster Session 2
Haixu Wu ⋅ Minghao Guo ⋅ Zongyi Li ⋅ Zhiyang Dou ⋅ Mingsheng Long ⋅ Kaiming He ⋅ Wojciech Matusik
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Segment-driven Structural Induction and Semantic Alignment for Heterogeneous Tabular Representation
In Poster Session 2
Woojun Jung ⋅ Susik Yoon
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Beyond Tokens: Enhancing RTL Quality Estimation via Structural Graph Learning
In Poster Session 2
Yi Liu ⋅ Hongji Zhang ⋅ Yiwen Wang ⋅ Dimitrios Tsaras ⋅ Lei Chen ⋅ Mingxuan Yuan ⋅ Qiang Xu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Supervised Graph Contrastive Learning for Gene Regulatory Networks
In Poster Session 2
Sho Oshima ⋅ Yuji Okamoto ⋅ Taisei Tosaki ⋅ Ryosuke Kojima
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
SOLAR: Self-supervised Joint Learning for Symmetric Multimodal Retrieval
In Poster Session 2
Wenjie Yang ⋅ Hang Yu ⋅ Yuyu Guo ⋅ Peng Di
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
From Denoising to De-Channeling: Integrating Physical Channel Priors into Diffusion Models for Radio Signal Understanding
In Poster Session 2
Yaoqi Liu ⋅ Jin Wang ⋅ Chunchen Wang ⋅ Hui Wang ⋅ Chuan Shi
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Global Geometry Is Not Enough for Vision Representations
In Poster Session 2
Jiwan Chung ⋅ Seon Joo Kim
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
SAOT: Self-Supervised Continual Graph Learning with Structure-Aware Optimal Transport
In Poster Session 2
Yuting Zhang ⋅ Zhitao Xiao ⋅ Zhitao Xiao ⋅ Lei Geng ⋅ Yanwei Pang ⋅ Xiao Wang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Bio-Inspired Self-Supervised Learning for Wrist-worn IMU Signals
In Poster Session 2
Prithviraj Tarale ⋅ Kiet Chu ⋅ Abhishek Varghese ⋅ Kai-Chun Liu ⋅ Maxwell Xu ⋅ Mohit Iyyer ⋅ Sunghoon Lee
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Directional Neural Collapse for Self-Supervised Visual Representation Learning
In Poster Session 2
Achleshwar Luthra ⋅ Yash Salunkhe ⋅ Tomer Galanti
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Brep2Shape: Boundary and Shape Representation Alignment via Self-supervised Transformers
In Poster Session 2
Yuanxu Sun ⋅ Yuezhou Ma ⋅ Haixu Wu ⋅ Guanyang Zeng ⋅ Muye Chen ⋅ Jianmin Wang ⋅ Mingsheng Long
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Causal-JEPA: Learning World Models through Object-Level Latent Interventions
In Poster Session 2
Heejeong Nam ⋅ Quentin Le Lidec ⋅ Lucas Maes ⋅ Yann LeCun ⋅ Randall Balestriero
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
3DPoV: Improving 3D understanding via Patch Ordering on Videos
In Poster Session 2
Ioana Simion ⋅ Mohammadreza Salehi ⋅ Shashanka Venkataramanan ⋅ Cees Snoek ⋅ Yuki Asano
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Smoothing Slot Attention Iterations and Recurrences
In Poster Session 2
Rongzhen Zhao ⋅ Wenyan Yang ⋅ Kannala Juho ⋅ Joni Pajarinen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Self-Supervised Weight Templates for Scalable Vision Model Initialization
In Poster Session 2
Yucheng Xie ⋅ Fu Feng ⋅ Ruixiao Shi ⋅ Jing Wang ⋅ Yong Rui ⋅ Xin Geng
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Separating representation from reconstruction enables scalable text encoders
In Poster Session 2
Megi Dervishi ⋅ Mathurin VIDEAU ⋅ Yann LeCun
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Understanding Self-Supervised Learning via Latent Distribution Matching
In Poster Session 2
Fabian A Mikulasch ⋅ Friedemann Zenke
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Learning Sparse Visual Representations via Spatial-Semantic Factorization
In Poster Session 2
Theodore Z. Zhao ⋅ Sid Kiblawi ⋅ Jianwei Yang ⋅ Naoto Usuyama ⋅ Reuben Tan ⋅ Noel Codella ⋅ Tristan Naumann ⋅ Hoifung Poon ⋅ Mu Wei
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Self-Supervised Learning as Discrete Communication
In Poster Session 2
Kawtar Zaher ⋅ Ilyass Moummad ⋅ Olivier Buisson ⋅ Alexis Joly
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
VJEPA: Variational Joint Embedding Predictive Architectures as Probabilistic World Models
In Poster Session 2
Yongchao Huang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Self-Supervised Dynamical System Representations for Physiological Time-Series
In Poster Session 2
Yenho Chen ⋅ Maxwell Xu ⋅ James Rehg ⋅ Christopher Rozell
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Riemannian Metric Matching for Scalable Geometric Modeling of Distributions
In Poster Session 2
Jacob Bamberger ⋅ Adam Gosztolai ⋅ Pierre Vandergheynst ⋅ Michael Bronstein ⋅ Iolo Jones
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Bridging Time and Frequency: A Joint Modeling Framework for Irregular Multivariate Time Series Forecasting
In Poster Session 2
Xiangfei Qiu ⋅ Kangjia Yan ⋅ Xvyuan Liu ⋅ Xingjian Wu ⋅ Jilin Hu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Hardware-Aware Dynamic Sparse Training for Large Output Spaces
In Poster Session 2
Nasib Ullah ⋅ Jinbin Zhang ⋅ Jean Lucien Randrianantenaina ⋅ Erik Schultheis ⋅ Rohit Babbar
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Transport Clustering: Solving Low-Rank Optimal Transport via Clustering
In Poster Session 2
Henri Schmidt ⋅ Peter Halmos ⋅ Benjamin Raphael
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Conditional KRR: Injecting Unpenalized Features into Kernel Methods with Applications to Kernel Thresholding
In Poster Session 2
Rustem Takhanov ⋅ Zhenisbek Assylbekov
[ Slides]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Rh-3DGS: Robust Open-Vocabulary Scene Understanding via Riemannian Huber Distillation and Manifold-Aware Sampling
In Poster Session 2
Xinpeng Zhao ⋅ Jiang Jie ⋅ Fengyuan Zhang ⋅ Lixin Zhan ⋅ Dong Wang ⋅ Qinyuan Bu ⋅ Jiahangtu ⋅ Guangzhen Yao
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Sequential Kernel-based Conditional Independence Testing via Adaptive Betting
In Poster Session 2
Zheng He ⋅ Danica J Sutherland
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Zero-Flow Encoders
In Poster Session 2
Yakun Wang ⋅ Leyang Wang ⋅ Song Liu ⋅ Taiji Suzuki
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Kernel-based Maximum-of-difference Test for Two-sample Comparison
In Poster Session 2
Dan Pu ⋅ Tianyi Zhu ⋅ Yao Yan ⋅ Wei Lan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
On Uniform Error Bounds for Kernel Regression under Non-Gaussian Noise
In Poster Session 2
Johannes Teutsch ⋅ Oleksii Molodchyk ⋅ Marion Leibold ⋅ Timm Faulwasser ⋅ Armin Lederer
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
TimeLAVA: Learning-Agnostic Valuation for Time Series Data
In Poster Session 2
Wenqin Liu ⋅ Weizhi Quan ⋅ Aoqi Zuo ⋅ Erdun Gao ⋅ Vu Nguyen ⋅ Dino Sejdinovic ⋅ Howard Bondell ⋅ Mingming Gong
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Rethinking Parameter Sharing as Graph Coloring for Structured Compression
In Poster Session 2
Boyang Zhang ⋅ Daning Cheng ⋅ Yunquan Zhang ⋅ Fangming Liu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
DiScoFormer: Plug-In Density and Score Estimation with Transformers
In Poster Session 2
Vasily Ilin ⋅ Peter Sushko ⋅ Ranjay Krishna
[ Slides]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Class-Prior Perturbation-Robust Regularization for Imbalanced Unreliable Partial Label Learning
In Poster Session 2
Congyu Qiao ⋅ Haohao Dong ⋅ Xin Geng ⋅ Ning Xu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
CARE: Adaptive Calibration for Reliable Recommendations
In Poster Session 2
Nitin Bisht ⋅ Xiuwen Gong ⋅ Huan Huo ⋅ Guandong Xu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Prototype-guided Bilateral Alignment Multimodal Federated Learning
In Poster Session 2
Tianchi Liao ⋅ Lele Fu ⋅ Sheng Huang ⋅ Qing Hu ⋅ Hong-Ning Dai ⋅ Chuan Chen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
One-Shot Weighted Ensemble Estimation for Federated Quantile Regression: Optimal Statistical Guarantees under Heterogeneous Structured Data
In Poster Session 2
Guang Yang ⋅ Bo Pan ⋅ Chengdi Lian ⋅ Xingcai Zhou ⋅ Linglong Kong ⋅ Yafei Wang ⋅ Bei Jiang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Tempora: Characterising the Time-Contingent Utility of Online Test-Time Adaptation
In Poster Session 2
Sudarshan Sreeram ⋅ Young D. Kwon ⋅ Cecilia Mascolo
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Memoria-Bench: A Comprehensive Benchmark for Evaluating Memory in Long-Horizon Autonomous Agents
In Poster Session 2
Qiufeng Wang ⋅ Jiaxuan Zhu ⋅ Ziteng Feng ⋅ Zhenyu Cui ⋅ Jialong Wu ⋅ Shuxia Lin ⋅ Caorui Li ⋅ Renzhao Liang ⋅ Yifei Yu ⋅ Kun Wang ⋅ Qiankun Li ⋅ Guibin Zhang ⋅ Siming Huang ⋅ Xianzhen Luo ⋅ Jie Wang ⋅ Junnan Dong ⋅ Siyu An ⋅ Biao Liu ⋅ Yidong Wang ⋅ Cunxiang Wang ⋅ Yu Chen ⋅ Zhenhong Zhou ⋅ Liang Lin ⋅ Zhongxiang Sun ⋅ Deng-Bao Wang ⋅ Xu Yang ⋅ Yang Liu ⋅ Min-Ling Zhang ⋅ di yin ⋅ Xing Sun ⋅ Jiaheng Liu ⋅ Qian-Wen Zhang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
When AI Benchmarks Plateau: A Systematic Study of Benchmark Saturation
In Poster Session 2
Mubashara Akhtar ⋅ Anka Reuel ⋅ Prajna Soni ⋅ Sanchit Ahuja ⋅ Pawan Sasanka Ammanamanchi ⋅ Ruchit Rawal ⋅ Vilém Zouhar ⋅ Srishti Yadav ⋅ Chenxi Whitehouse ⋅ Dayeon Ki ⋅ Jennifer Mickel ⋅ Leshem Choshen ⋅ Marek Šuppa ⋅ Jan Batzner ⋅ Jenny Chim ⋅ Jeba Sania ⋅ Yanan Long ⋅ Hossein A. Rahmani ⋅ Christina Knight ⋅ Yiyang Nan ⋅ Jyoutir Raj ⋅ Yu Fan ⋅ Shubham Singh ⋅ Subramanyam Sahoo ⋅ Eliya Habba ⋅ Usman Gohar ⋅ Siddhesh Pawar ⋅ Robert Scholz ⋅ Arjun Subramonian ⋅ Jingwei Ni ⋅ Mrinmaya Sachan ⋅ Mykel Kochenderfer ⋅ Sanmi Koyejo ⋅ Stella Biderman ⋅ Zeerak Talat ⋅ Avijit Ghosh ⋅ Irene Solaiman
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
VisionWebDev: A Hierarchical Benchmark for Visual Website Development with Agent Verification
In Poster Session 2
Zehai He ⋅ Wenyi Hong ⋅ ZHEN YANG ⋅ Ziyang Pan ⋅ Mingdao Liu ⋅ Xiaotao Gu ⋅ Jie Tang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
VLA-Arena: An Open-Source Framework for Benchmarking Vision-Language-Action Models
In Poster Session 2
Borong Zhang ⋅ Jiahao Li ⋅ Jiachen Shen ⋅ Yishuai Cai ⋅ Yuhao Zhang ⋅ Yuanpei Chen ⋅ Juntao Dai ⋅ Jiaming Ji ⋅ Yaodong Yang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
DRPBench: Evaluating LLMs in Concurrent Code Comprehension via Fine-grained Data Race Prediction
In Poster Session 2
Yuqi Guo ⋅ Siwei Wei ⋅ Yan Cai
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Reasoning Models Are Test Exploiters: Rethinking Multiple Choice
In Poster Session 2
Narun Raman ⋅ Taylor Lundy ⋅ Kevin Leyton-Brown
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Benchmarking Agent Memory in Interdependent Multi-Session Agentic Tasks
In Poster Session 2
Zexue He ⋅ Yu Wang ⋅ Churan Zhi ⋅ Yuanzhe Hu ⋅ Tzu-Ping Chen ⋅ Lang Yin ⋅ Ze Chen ⋅ Tong Wu ⋅ Siru Ouyang ⋅ Zihan Wang ⋅ Jiaxin Pei ⋅ Julian McAuley ⋅ Yejin Choi ⋅ Alex Pentland
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
MECAT: A Multi-Experts Constructed Benchmark for Fine-Grained Audio Understanding Tasks
In Poster Session 2
Yadong Niu ⋅ TIANZI WANG ⋅ Heinrich Dinkel ⋅ Xingwei Sun ⋅ Jiahao Zhou ⋅ Gang Li ⋅ Jizhong Liu ⋅ Xunying Liu ⋅ Jian Luan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
LOCA-bench: Benchmarking Language Agents Under Controllable and Extreme Context Growth
In Poster Session 2
Weihao Zeng ⋅ Yuzhen Huang ⋅ Junxian He
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters
In Poster Session 2
Hanjun Luo ⋅ Zhimu Huang ⋅ Sylvia Chung Yan Shan ⋅ Yiran Wang ⋅ Yingbin Jin ⋅ Jialin Li ⋅ Jiang Li ⋅ Xinfeng Li ⋅ Hanan Salam
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
CodeClash: Benchmarking Goal-Oriented Software Engineering
In Poster Session 2
John Yang ⋅ Kilian Lieret ⋅ Joyce Yang ⋅ Carlos Jimenez ⋅ Muhtasham Oblokulov ⋅ Aryan Siddiqui ⋅ Ofir Press ⋅ Ludwig Schmidt ⋅ Diyi Yang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
L-CUBE: Isolating Long-Context Capacity from Knowledge with Controllable Mutual Information Scaling
In Poster Session 2
Zhuo Chen ⋅ Oriol Mayné i Comas ⋅ Zhuotao Jin ⋅ Di Luo ⋅ Marin Soljačić
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Fix Before Search: Benchmarking Agentic Visual Query Pre-processing in Multimodal Retrieval-augmented Generation
In Poster Session 2
Jiankun Zhang ⋅ Shenglai Zeng ⋅ Kai Guo ⋅ Xinnan Dai ⋅ Hui Liu ⋅ Jiliang Tang ⋅ Yi Chang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
How can we assess human-agent interactions? Case studies in software agent design
In Poster Session 2
Valerie Chen ⋅ Rohit Malhotra ⋅ Xingyao Wang ⋅ Juan Michelini ⋅ Xuhui Zhou ⋅ Aditya Bharat Soni ⋅ Hoang Tran ⋅ Calvin Smith ⋅ Ameet Talwalkar ⋅ Graham Neubig
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
CyberCycle: Scalable Real-World Benchmark for AI Agents' End-to-End Cybersecurity Capabilities
In Poster Session 2
Tianneng Shi ⋅ Robin Rheem ⋅ Dongwei Jiang ⋅ Francisco De La Riega ⋅ Mona Wang ⋅ Zhun Wang ⋅ Jingzhi Jiang ⋅ Alexander Cheung ⋅ Sean Tai ⋅ Jonah Cha ⋅ Jianhong Tu ⋅ Gabriel Han ⋅ Chenguang Wang ⋅ Wenbo Guo ⋅ Jingxuan He ⋅ Dawn Song
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
MiniAppBench: Evaluating the Shift from Text to Interactive HTML Responses in LLM-Powered Assistants
In Poster Session 2
Zuhao zhang ⋅ Chengyue Yu ⋅ Yuante Li ⋅ Chenyi Zhuang ⋅ Linjian Mo ⋅ Shuai Li
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
GameDevBench: Evaluating Agentic Capabilities Through Game Development
In Poster Session 2
Wayne Chi ⋅ Yixiong Fang ⋅ Arnav Yayavaram ⋅ Siddharth Yayavaram ⋅ Seth Karten ⋅ Qiuhong Anna Wei ⋅ Runkun Chen ⋅ Alexander Wang ⋅ Valerie Chen ⋅ Ameet Talwalkar ⋅ Chris Donahue
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
KernelCraft: Benchmarking for Agentic Close-to-Metal Kernel Generation on Emerging Hardware
In Poster Session 2
Jiayi Nie ⋅ Haoran Wu ⋅ Yao Lai ⋅ Zeyu Cao ⋅ Cheng Zhang ⋅ Binglei Lou ⋅ Erwei Wang ⋅ Jianyi Cheng ⋅ Timothy Jones ⋅ Robert Mullins ⋅ Rika Antonova ⋅ Aaron Zhao
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Position: VLM Causal Reasoning Benchmarks Should Probe Temporal Understanding, Not Presume It
In Poster Session 2
Chinh Hoang ⋅ Mohammad Hasan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
SciAgentGym: Benchmarking Multi-Step Scientific Tool-Use in LLM Agents
In Poster Session 2
Yujiong Shen ⋅ Yajie Yang ⋅ Zhiheng Xi ⋅ Binze Hu ⋅ Huayu Sha ⋅ Qiyuan Peng ⋅ Jiazheng Zhang ⋅ Junlin Shang ⋅ Jixuan Huang ⋅ Yutao Fan ⋅ Jingqi Tong ⋅ Shihan Dou ⋅ Ming Zhang ⋅ LEI BAI ⋅ Zhenfei Yin ⋅ Tao Gui ⋅ Xingjun Ma ⋅ Qi Zhang ⋅ Xuanjing Huang ⋅ Yu-Gang Jiang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Toward More Reliable Agent Evaluation: A Component-Based Benchmark Auditing Pipeline
In Poster Session 2
Hyewon Suh ⋅ Seojune Lee ⋅ Binfei Ji ⋅ Rishi Khare ⋅ Basit Khan ⋅ Hyunjun Kim ⋅ Tianyi Zhang ⋅ Venkat Krishna Srinivasan ⋅ Peter Belcak ⋅ Shizhe Diao ⋅ Pavlo Molchanov ⋅ Yingyan (Celine) Lin ⋅ Zhen Dong
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Benchmarking at the Edge of Comprehension
In Poster Session 2
Samuele Marro ⋅ Jialin Yu ⋅ Emanuele La Malfa ⋅ Oishi Deb ⋅ Jiawei Li ⋅ Yibo Yang ⋅ Ebey Abraham ⋅ Sunando Sengupta ⋅ Eric Sommerlade ⋅ Michael Wooldridge ⋅ Phil Torr
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
TritonGym: A Benchmark for Agentic LLM Workflows in Triton GPU Code Generation
In Poster Session 2
Yue Guan ⋅ Yichen Lin ⋅ Xu Zhao ⋅ Jianzhu Yao ⋅ Xinwei Qiang ⋅ zhongkai yu ⋅ Pramod Viswanath ⋅ Yufei Ding ⋅ Adnan Aziz
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
EVMbench: Evaluating AI Agents on Smart Contract Security
In Poster Session 2
Justin Wang ⋅ Andreas Bigger ⋅ Xiaohai Xu ⋅ Justin W. Lin ⋅ Andy Applebaum ⋅ Tejal Patwardhan ⋅ Alpin Yukseloglu ⋅ Olivia Watkins
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Item Response Scaling Laws: A Measurement Theory Approach for Efficient and Generalizable Neural Scaling Estimation
In Poster Session 2
Sang Truong ⋅ Yuheng Tu ⋅ Rylan Schaeffer ⋅ Sanmi Koyejo
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
FT-Dojo: Towards Autonomous LLM Fine-Tuning with Language Agents
In Poster Session 2
Qizheng Li ⋅ Yifei Zhang ⋅ Xiao Yang ⋅ Xu Yang ⋅ Zhuo Wang ⋅ Bowen Xian ⋅ Weiqing Liu ⋅ Jiang Bian
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
InteractBench: Benchmarking LLMs on Competitive Programming under Unrevealed Information
In Poster Session 2
Jiaze Li ⋅ Aocheng Shen ⋅ Bing Liu ⋅ Boyu Zhang ⋅ Xiaoxuan Fan ⋅ Qiankun Zhang ⋅ Xianjun Deng
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
VenusBench-Mobile: A Challenging and User-Centric Benchmark for Mobile GUI Agents with Capability Diagnostics
In Poster Session 2
Yichen Gong ⋅ Zhuohan Cai ⋅ Sunhao Dai ⋅ Yuqi Zhou ⋅ Zhangxuan Gu ⋅ Changhua Meng ⋅ Shuheng Shen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Strategic Navigation or Stochastic Search? How Agents and Humans Reason Over Document Collections
In Poster Session 2
Lukasz Borchmann ⋅ Jordy Van Landeghem ⋅ Michał Turski ⋅ Shreyansh Padarha ⋅ Ryan Kearns ⋅ Adam Mahdi ⋅ Niels Rogge ⋅ Clémentine Fourrier ⋅ Siwei Han ⋅ Huaxiu Yao ⋅ Artemis Llabrés ⋅ Yiming Xu ⋅ Dimosthenis Karatzas ⋅ Hao Zhang ⋅ Anupam Datta
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
DRIFT-BENCH: Diagnosing CoopeRative Breakdowns in LLM Agents under Input Faults via Multi-Turn Interaction
In Poster Session 2
Han Bao ⋅ Zheyuan Zhang ⋅ PENGCHENG JING ⋅ Zhengqing Yuan ⋅ Kaiwen Shi ⋅ Yanfang Ye
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
VeRO: An Evaluation Harness for Agents to Optimize Agents
In Poster Session 2
Varun Ursekar ⋅ Apaar Shanker ⋅ Veronica Chatrath ⋅ Yuan Xue ⋅ Samuel Denton
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
FiRE: Fine-grained Ranking Evaluation for Machine Translation
In Poster Session 2
Wenyang Gao ⋅ Yinghao Yang ⋅ Xi Jin ⋅ Jing Li ⋅ Yue Zhang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Expanding the AI Evaluation Toolbox with Statistical Models
In Poster Session 2
Drew Keller ⋅ Kweku Kwegyir-Aggrey ⋅ Ryan Steed ⋅ Anita Rao ⋅ Julia Sharp ⋅ A. Bergman
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Evaluating Object-Centric Models beyond Object Discovery
In Poster Session 2
Krishnakant Singh ⋅ Simone Schaub-Meyer ⋅ Stefan Roth
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
GICDM: Mitigating Hubness for Reliable Distance-Based Generative Model Evaluation
In Poster Session 2
Nicolas Salvy ⋅ Hugues Talbot ⋅ Thirion Bertrand
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Do LLMs Signal When They’re Right? Evidence from Neuron Agreement
In Poster Session 2
Kang Chen ⋅ Yaoning Wang ⋅ Kai Xiong ⋅ Zhuoka Feng ⋅ Yu Minshen ⋅ Wenhe Sun ⋅ Haotian Chen ⋅ Yixin Cao
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Cutting LLM Evaluation Costs with SySRs: A Bandit Algorithm that Provably Exploits Model Similarity
In Poster Session 2
Florian Dorner ⋅ Zifan Lyu ⋅ Chahine Nejma ⋅ Tobias Wegel ⋅ Fanny Yang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Thinking in Structures: Evaluating Spatial Intelligence through Reasoning on Constrained Manifolds
In Poster Session 2
Chen Yang ⋅ Guanxin Lin ⋅ Youquan He ⋅ Peiyao Chen ⋅ Guanghe Liu ⋅ Yufan Mo ⋅ Zhouyuan Xu ⋅ Linhao Wang ⋅ Guohui Zhang ⋅ Zihang Zhang ⋅ Shenxiang Zeng ⋅ Chen Wang ⋅ Jiansheng Fan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
The Abstraction Gap in Vision-Language Causal Reasoning
In Poster Session 2
Chinh Hoang ⋅ Mohammad Hasan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
UniCode: Augmenting Evaluation for Code Reasoning
In Poster Session 2
Xinyue Zheng ⋅ Haowei Lin ⋅ Shaofei Cai ⋅ Zilong Zheng ⋅ Yaodong Yang ⋅ Yitao Liang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
DocHop: Benchmarking Out-of-domain Multi-hop Reasoning in Information-Dense Documents
In Poster Session 2
Zhuoran Yu ⋅ Le Thien Phuc Nguyen ⋅ Jaden Park ⋅ Xinyi Gu ⋅ Zexue He ⋅ Soochahn Lee ⋅ Rogerio Feris ⋅ Yong Jae Lee
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
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
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
BEST: Benchmarking Efficiency in Space and Time for LLM-Generated Code
In Poster Session 2
Aocheng Shen ⋅ Boyu Zhang ⋅ Jiaze Li ⋅ Ruixuan Ma ⋅ Qiankun Zhang ⋅ Wang ⋅ Bin Yuan ⋅ Shenghao Liu ⋅ Xianjun Deng
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Evaluating Language Models in Realistic Conversational Contexts
In Poster Session 2
Ilija Subasic ⋅ Andrew Rabinovich ⋅ Zhao Chen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
FLIPS: Instance-Fingerprinting for LLMs via Pseudo-random Sequences
In Poster Session 2
Richardeau Gurvan ⋅ Gohar Dashyan ⋅ Erwan Le Merrer ⋅ Gilles Tredan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Instance-Level Costs for Nuanced Classifier Evaluation
In Poster Session 2
Kabir Kang ⋅ Steve Mussmann
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Are VLMs Seeing or Just Saying? Uncovering the Illusion of Visual Re-examination
In Poster Session 2
Chufan Shi ⋅ Cheng Yang ⋅ Yaokang Wu ⋅ Linghao Jin ⋅ Bo Shui ⋅ Taylor Berg-Kirkpatrick ⋅ Xuezhe Ma
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Linguistic Nepotism: Trading-off Quality for Language Preference in Multilingual RAG
In Poster Session 2
Dayeon Ki ⋅ Marine Carpuat ⋅ Paul McNamee ⋅ Daniel Khashabi ⋅ Eugene Yang ⋅ Dawn Lawrie ⋅ Kevin Duh
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
CHB: A Diagnostic Toolkit for Hardness-Aware Clustering Evaluation
In Poster Session 2
Walid Durani ⋅ Philipp Jahn ⋅ Collin Leiber ⋅ David B. Hoffmann ⋅ Thomas Seidl ⋅ Claudia Plant ⋅ Christian Böhm
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Conditional Coverage Diagnostics for Conformal Prediction
In Poster Session 2
Sacha Braun ⋅ David Holzmüller ⋅ Michael Jordan ⋅ Francis Bach
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Quantized Maximum Likelihood Estimation under Normal Mean-Variance Mixture Model
In Poster Session 2
Chenyu Gao ⋅ Zhexian Yang ⋅ Ziping Zhao
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Coverage, Not Averages: Semantic Stratification for Trustworthy Retrieval Evaluation
In Poster Session 2
Andrew Klearman ⋅ Radu Revutchi ⋅ Rohin Garg ⋅ Rishav Chakravarti ⋅ Samuel Denton ⋅ Yuan Xue
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Query-efficient model evaluation using cached responses
In Poster Session 2
Hayden Helm ⋅ Ben Johnson ⋅ Carey Priebe
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
MMBench-Live: A Continuously Evolving Benchmark for Multimodal Models
In Poster Session 2
Yuanzhi Liu ⋅ Shousheng Zhao ⋅ Bo Zhou ⋅ Kongming Liang ⋅ Zhanyu Ma
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Measuring Intent Comprehension in LLMs
In Poster Session 2
Nadav Kunievsky ⋅ James Evans
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Identifying Learnwares via Reduced Neural Conditional Mean Embedding
In Poster Session 2
Zi-Yu Mao ⋅ Ming Li
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Position: Peer Review Should Be Calibrated via LLM Scoring
In Poster Session 2
Zijin Chen ⋅ lesui Yu ⋅ Xiaofei Liao ⋅ Hai Jin ⋅ Qinbin Li
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
The Consistency Trap in LLMs: Generator-Evaluator Agreement and Vulnerability to Mistakes
In Poster Session 2
Marina Mancoridis ⋅ Zoe Hitzig
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
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
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Explainable Federated Learning via Global–Local Attribution Alignment
In Poster Session 2
Dawood Wasif ⋅ Terrence Moore ⋅ Chang-Tien Lu ⋅ Jin-Hee Cho
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
SCOPE: Selective Conformal Optimized Pairwise LLM Judging
In Poster Session 2
Sher Badshah ⋅ Ali Emami ⋅ Hassan Sajjad
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Position: Bridge Human Interpretation and Machine Representation With Explicit Specification For Qualitative Data Analysis In LLM Era
In Poster Session 2
Xinyu Pi ⋅ Qisen Yang ⋅ Chuong Nguyen ⋅ Hua Shen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
GenExam: A Multidisciplinary Text-to-Image Exam
In Poster Session 2
Zhaokai Wang ⋅ Penghao Yin ⋅ Xiangyu Zhao ⋅ Changyao Tian ⋅ Yu Qiao ⋅ Wenhai Wang ⋅ Jifeng Dai ⋅ Gen Luo
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Benchmarking the Limits of In-Context Reinforcement Learning for Ad-Hoc Teamwork
In Poster Session 2
Yuheng Jing ⋅ Kai Li ⋅ Jiajun Zhang ⋅ Zeyao Ma ⋅ Jiaxi Yang ⋅ Lei Zhang ⋅ zhe wu ⋅ Jinmin He ⋅ Junliang Xing ⋅ Jian Cheng
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Weight Updates as Activation Shifts: A Principled Framework for Steering
In Poster Session 2
Dyah Adila ⋅ John Cooper ⋅ Alexander Yun ⋅ Avi Trost ⋅ Frederic Sala
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Identifying dependent components from multi-domain linear mixtures
In Poster Session 2
Danru Xu ⋅ Lauri Parkkonen ⋅ Sara Magliacane ⋅ Aapo Hyvarinen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Step-Level Sparse Autoencoder for Reasoning Process Interpretation
In Poster Session 2
Xuan Yang ⋅ Jiayu Liu ⋅ Yuhang Lai ⋅ Hao Xu ⋅ Zhenya Huang ⋅ Ning Miao
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
T-GINEE: A Tensor-Based Multi-Graph Representation Learning
In Poster Session 2
Maolin Wang ⋅ Xuhui Chen ⋅ ZiTing Mai ⋅ Zhiqi Li ⋅ Tianshuo Wei ⋅ Yutian Xiao ⋅ Wenlin Zhang ⋅ Wanyu Wang ⋅ Ruocheng Guo ⋅ Haoxuan Li ⋅ Zenglin Xu ⋅ Xiangyu Zhao
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
CorrSteer: Generation-Time LLM Steering via Correlated Sparse Autoencoder Features
In Poster Session 2
Seonglae Cho ⋅ Zekun Wu ⋅ Adriano Koshiyama
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Batch Normalization for Neural Networks on Complex Domains
In Poster Session 2
Xuan Son Nguyen ⋅ Nistor Grozavu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Multi-label learning with contrastive cluster self-supervision for 3D hierarchical semantic segmentation
In Poster Session 2
Shuyu Cao ⋅ Chongshou Li ⋅ Jie Xu ⋅ Tianrui Li ⋅ Na Zhao
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
CAMP: Coherent Alignment of Multimodal Prototypes for Explainable Complementary Learning
In Poster Session 2
Alvaro Lopez Pellicer ⋅ Eoin M Kenny ⋅ Simran Lamba ⋅ Shubham Sharma ⋅ Plamen Angelov ⋅ Saumitra Mishra
[ Slides]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Learning multi-modal generative models with permutation-invariant encoders and tighter variational objectives
In Poster Session 2
Marcel Hirt ⋅ Domenico Campolo ⋅ Victoria Leong ⋅ Juan-Pablo Ortega
[ URL]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Riemannian Generative Decoder
In Poster Session 2
Andreas Bjerregaard ⋅ Søren Hauberg ⋅ Anders Krogh
[ URL]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
MM-Spectrum: Multimodal Multi-spectral Molecular Structural Elucidation with a Stable MoE Framework
In Poster Session 2
Haitao YU ⋅ Min Nan ⋅ Zheng Fang ⋅ Hongyu Zhan ⋅ Yusen Tan ⋅ Yuhan Wang ⋅ Jun Xia
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Hermite-NGP: Gradient-Augmented Hash Encoding for Learning PDEs
In Poster Session 2
Jinjin He ⋅ Zhiqi Li ⋅ Sinan Wang ⋅ Bo Zhu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Contrastive Symbolic Regression: Aligned Representations, Adaptive Prediction, and Diverse Ensembles
In Poster Session 2
Hengzhe Zhang ⋅ Qi Chen ⋅ Bing Xue ⋅ Wolfgang Banzhaf ⋅ Mengjie Zhang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
FiGuRO - Intrinsic Dimension Estimation for Multi-Modal Data
In Poster Session 2
Viktoria Schuster ⋅ Sana Tonekaboni ⋅ Caroline Uhler
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Neural Collapse by Design: Learning Class Prototypes on the Hypersphere
In Poster Session 2
Panagiotis Koromilas ⋅ Theodoros Giannakopoulos ⋅ Mihalis Nicolaou ⋅ Yannis Panagakis
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
UniFast-HGR: Scalable and Efficient Maximal Correlation for Multimodal Models
In Poster Session 2
Hongkang Zhang ⋅ Shao-Lun Huang ⋅ Yanlong Wang ⋅ Ercan KURUOGLU
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Are Object-Centric Representations Better At Compositional Generalization?
In Poster Session 2
Ferdinand Kapl ⋅ Amir Mohammad Karimi Mamaghan ⋅ Maximilian Seitzer ⋅ Karl Johansson ⋅ Carsten Marr ⋅ Stefan Bauer ⋅ Andrea Dittadi
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Towards Uniformity and Alignment for Multimodal Representation Learning
In Poster Session 2
Wenzhe Yin ⋅ Pan Zhou ⋅ Zehao Xiao ⋅ Jie Liu ⋅ Shujian Yu ⋅ Jan-jakob Sonke ⋅ Efstratios Gavves
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
The Geometry of Representational Failures in Vision Language Models
In Poster Session 2
Daniele Savietto ⋅ Declan Campbell ⋅ André Panisson ⋅ Marco Nurisso ⋅ Giovanni Petri ⋅ Jonathan Cohen ⋅ Alan Perotti
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Riemannian stochastic optimization for sufficient dimension reduction
In Poster Session 2
Thibault Pautrel ⋅ François Portier
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
A Single Layer to Explain Them All: Understanding Massive Values in Large Language Models
In Poster Session 2
Zeru Shi ⋅ Zhenting Wang ⋅ Fan Yang ⋅ Qifan Wang ⋅ Ruixiang Tang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Mixing Configurations for Downstream Prediction
In Poster Session 2
Juntang Wang ⋅ Hao Wu ⋅ Yihan Wang ⋅ Dongmian Zou ⋅ Shixin Xu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
CL-GCL: Comprehensive and Lightweight Graph Contrastive Learning
In Poster Session 2
Jianqing Liang ⋅ Xinkai Wei ⋅ Zhiqiang Li
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Expand Neurons, Not Parameters
In Poster Session 2
Linghao Kong ⋅ Inimai Subramanian ⋅ Yonadav Shavit ⋅ Micah Adler ⋅ Dan Alistarh ⋅ Nir Shavit
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Generalizable and Composable Multi-Model Embedding Translation
In Poster Session 2
Beining Yang ⋅ Yang Cao
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
ElicitR: Unlocking Latent Reasoning in Dense Retrievers via Generative Regularization
In Poster Session 2
Fengyu Cai ⋅ Iryna Gurevych ⋅ Heinz Koeppl
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Aitchison Embeddings for Learning Compositional Graph Representations
In Poster Session 2
Nikolaos Nakis ⋅ Chrysoula Kosma ⋅ Panagiotis Promponas ⋅ Michail Chatzianastasis ⋅ Giannis Nikolentzos
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Embedding Hybrid Systems into Continuous Latent Vector Fields
In Poster Session 2
Sangli Teng ⋅ Hang Liu ⋅ Koushil Sreenath
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Toward Structural Multimodal Representations: Specialization, Selection, and Sparsification via Mixture-of-Experts
In Poster Session 2
Hahyeon Choi ⋅ NOJUN KWAK
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
TextME: Bridging Unseen Modalities Through Text Descriptions
In Poster Session 2
Soyeon Hong ⋅ Jinchan Kim ⋅ Jaegook You ⋅ Seungtaek Choi ⋅ Suha Kwak ⋅ Hyunsouk Cho
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Learning Graph Foundation Models on Riemannian Graph-of-Graphs
In Poster Session 2
Haokun Liu ⋅ Zezhong Ding ⋅ Xike Xie
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
ArcDAE: Asymmetric Rectified Contrastive Diffusion Autoencoder for Unified Representation Learning
In Poster Session 2
GE GAO ⋅ Shuo Chen ⋅ Di Xiong ⋅ Zeke Xie ⋅ Jian Yang
[ Slides]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Multi-Adapter Representation Interventions via Energy Calibration
In Poster Session 2
Manjiang Yu ⋅ Hongji Li ⋅ Junwei Chen ⋅ Xue Li ⋅ Priyanka Singh ⋅ YANG CAO ⋅ Lijie Hu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Coordinated Disentanglement with Iterative Mode Discovery Under Hidden Correlations
In Poster Session 2
Rong Hu ⋅ Ling Chen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Multimodal Nested Learning for Decoupled and Coordinated Optimization
In Poster Session 2
Yanglin Feng ⋅ Yang Qin ⋅ Dezhong Peng ⋅ Rui Wang ⋅ Xiaomin Song ⋅ Peng Hu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Generation is Required for Data-Efficient Perception
In Poster Session 2
Jack Brady ⋅ Bernhard Schölkopf ⋅ Thomas Kipf ⋅ Simon Buchholz ⋅ Wieland Brendel
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Emergent Visual Representations through Unsupervised Spiking Networks with Synaptic Pruning
In Poster Session 2
Di Hong ⋅ Dazhong Rong ⋅ Yueming Wang
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Uncovering the Latent Potential of Deep Intermediate Representations
In Poster Session 2
Arnesh Batra ⋅ Arush Gumber ⋅ Aniket Khandelwal ⋅ Jashn Khemani ⋅ Anubha Gupta
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
NNiT: Width-Agnostic Neural Network Generation with Structurally Aligned Weight Spaces
In Poster Session 2
Jiwoo Kim ⋅ Swarajh Mehta ⋅ Hao-Lun Hsu ⋅ Hyunwoo Ryu ⋅ Yudong Liu ⋅ Miroslav Pajic
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
DAG: A Dual Correlation Network for Time Series Forecasting with Exogenous Variables
In Poster Session 2
Xiangfei Qiu ⋅ Yuhan Zhu ⋅ Zhengyu Li ⋅ Xingjian Wu ⋅ Bin Yang ⋅ Jilin Hu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Game-Theoretic Co-Evolution for LLM-Based Heuristic Discovery
In Poster Session 2
Xinyi Ke ⋅ Kai Li ⋅ Junliang Xing ⋅ Yifan Zhang ⋅ Jian Cheng
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Optimal Transport–Guided Stochastic Control for Graph Combinatorial Optimization
In Poster Session 2
Yang Huang ⋅ Yifan Zhang ⋅ Jian Cheng
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Singular Bayesian Neural Networks
In Poster Session 2
Mame Diarra Toure ⋅ David A Stephens
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Position: The Time for Sampling Is Now! Charting a New Course for Bayesian Deep Learning
In Poster Session 2
Emanuel Sommer ⋅ David Rügamer
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Model-Free Robust Average-Reward Reinforcement Learning with Sample Complexity Analysis
In Poster Session 2
Zachary Roch ⋅ George Atia ⋅ Yue Wang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Reparameterization Proximal Policy Optimization
In Poster Session 2
Hai Zhong ⋅ Xun Wang ⋅ Zhuoran Li ⋅ Longbo Huang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Probabilistic Performance Guarantees for Multi-Task Reinforcement Learning
In Poster Session 2
Yannik Schnitzer ⋅ Mathias Jackermeier ⋅ Alessandro Abate ⋅ David Parker
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Sample-Efficient Diffusion-based Reinforcement Learning with Critic Guidance
In Poster Session 2
Shutong Ding ⋅ Zejia Zhong ⋅ Zhongyi Wang ⋅ Ke Hu ⋅ Bikang Pan ⋅ Jingya Wang ⋅ Ye Shi
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
SVL: Goal-Conditioned Reinforcement Learning as Survival Learning
In Poster Session 2
Franki Nguimatsia-Tiofack ⋅ Fabian Schramm ⋅ Théotime Le Hellard ⋅ Justin Carpentier
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
ARLArena: Demystifying Policy Gradient Stability in Agentic Reinforcement Learning
In Poster Session 2
Xiaoxuan Wang ⋅ Han Zhang ⋅ Haixin Wang ⋅ Yidan Shi ⋅ Ruoyan Li ⋅ Kaiqiao Han ⋅ Chenyi Tong ⋅ Haoran Deng ⋅ Alexander Taylor ⋅ Renliang Sun ⋅ Yanqiao Zhu ⋅ Jason Cong ⋅ Yizhou Sun ⋅ Wei Wang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Goal-Conditioned Agents that Learn Everything All at Once
In Poster Session 2
Michael Matthews ⋅ Matthew Jackson ⋅ Michael Beukman ⋅ Thomas Foster ⋅ Alistair Letcher ⋅ Scott Fujimoto ⋅ Cédric Colas ⋅ Jakob Foerster
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Learning from Pairwise Preferences in Long-Term Decision Problems
In Poster Session 2
Jonathan Colaco Carr ⋅ Prakash Panangaden ⋅ Doina Precup ⋅ Benjamin Van Roy
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Performative Policy Gradient: Optimality in Performative Reinforcement Learning
In Poster Session 2
Debabrota Basu ⋅ Udvas Das ⋅ Brahim Driss ⋅ Uddalak Mukherjee
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Non-Adversarial Imitation Learning Provably Free of Compounding Errors: The Role of Bellman Constraints
In Poster Session 2
Tian Xu ⋅ Chenyang Wang ⋅ Xiaochen Zhai ⋅ Ziniu Li ⋅ Yi-Chen Li ⋅ Yang Yu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Safe Reinforcement Learning with Preference-based Constraint Inference
In Poster Session 2
Chenglin Li ⋅ Grant Ruan ⋅ Hua Geng
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Success-Conditioning as Policy Improvement: The Optimization Problem Solved by Imitating Success
In Poster Session 2
Daniel Russo
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
PAWS: Preference Learning with Advantage-Weighted Segments
In Poster Session 2
Aleksandar Taranovic ⋅ Onur Celik ⋅ Niklas Freymuth ⋅ Ge Li ⋅ Serge Thilges ⋅ Huy Le ⋅ Tai Hoang ⋅ Rania Rayyes ⋅ Gerhard Neumann
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Safety Generalization Under Distribution Shift in Safe Reinforcement Learning: A Diabetes Testbed
In Poster Session 2
Minjae Kwon ⋅ Josephine Lamp ⋅ Lu Feng
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Variance Driven Exploration: A Provable and Efficient Methodology for Pure Exploration in Highly Stochastic Environments
In Poster Session 2
Khang Luong ⋅ Nam Nguyen ⋅ Hoang Ta ⋅ Hung Tran-The ⋅ Tuan Dam
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Reverse Flow Matching: A Unified Framework for Online Reinforcement Learning with Diffusion and Flow Policies
In Poster Session 2
Zeyang Li ⋅ Sunbochen Tang ⋅ Navid Azizan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Stochastic Minimum-Cost Reach-Avoid Reinforcement Learning
In Poster Session 2
Jingduo Pan ⋅ Taoran Wu ⋅ Yiling Xue ⋅ Bai Xue
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
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
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
RAD: Retrieval High-quality Demonstrations to Enhance Decision-making
In Poster Session 2
Lu Guo ⋅ Yixiang Shan ⋅ Zhengbang Zhu ⋅ Qifan Liang ⋅ Lichang Song ⋅ Ting Long ⋅ Weinan Zhang ⋅ Yi Chang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Reflect-then-Correct: Rebalancing Task Optimization for Generalizable Meta-Reinforcement Learning via Distributional Value Error Reduction
In Poster Session 2
Min Wang ⋅ Xin Li ⋅ Ye He ⋅ Mingzhong Wang ⋅ Yonggang Zhang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Learning Anisotropic Value Geometry with Finsler Reinforcement Learning
In Poster Session 2
Jumman Hossain ⋅ Nirmalya Roy
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Mean Flow Policy Optimization
In Poster Session 2
Xiaoyi Dong ⋅ Xi Zhang ⋅ Jian Cheng
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Beyond Rewards in RL for Cyber Defence
In Poster Session 2
Elizabeth Bates ⋅ Chris Hicks ⋅ Vasilios Mavroudis
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Mind Your Entropy: From Maximum Entropy to Trajectory Entropy-Constrained RL
In Poster Session 2
Guojian Zhan ⋅ Likun Wang ⋅ Pengcheng Wang ⋅ Feihong Zhang ⋅ Jingliang Duan ⋅ Kaicheng Yu ⋅ Masayoshi Tomizuka ⋅ Shengbo Li
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Multi-timescale Reinforcement Learning by Value Reconstruction
In Poster Session 2
Zhan Su ⋅ Peixi Peng ⋅ Xinyu Hu ⋅ Cong Li ⋅ Yisen Zhao ⋅ Zhuojian Li ⋅ Yonghong Tian ⋅ Fanqi Shen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
BOOSTAPR: Boosting Automated Program Repair via Execution-Grounded Reinforcement Learning with Dual Reward Models
In Poster Session 2
Yuanhao Li ⋅ Hongbo Wang ⋅ Xiaotang Shang ⋅ Xunzhu Tang ⋅ Yiming Cao ⋅ Xuhong Chen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Synthesizable Molecular Generation via Soft-constrained GFlowNets with Rich Chemical Priors
In Poster Session 2
Hyeonah Kim ⋅ Minsu Kim ⋅ Celine Roget ⋅ Dionessa Biton ⋅ Louis Vaillancourt ⋅ Yves Brun ⋅ Yoshua Bengio ⋅ Alex Hernandez-Garcia
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
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
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Learning Reward–Cost Balance in Safe RL via Score-Based World Models
In Poster Session 2
Yuetian Wang ⋅ Dianxi Shi ⋅ Yuanze Wang ⋅ Huanhuan Yang ⋅ Shiming Song ⋅ Chunping Qiu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Mind Dreamer: Untethering Imagination via Active Counterfactual Reasoning on Latent Manifolds
In Poster Session 2
Shaojun Xu ⋅ Xiaoling Zhou ⋅ Yihan Lin ⋅ Yapeng Meng ⋅ Xinglong Ji ⋅ Luping Shi ⋅ Rong Zhao
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
SRPO: Self-Reflective Policy Optimization for Long-Horizon Reasoning
In Poster Session 2
Jialong Liu ⋅ Yuling Shi ⋅ Ning Yang ⋅ Xiaodong Gu ⋅ Zuchao Li
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Knowledge Diversion for Efficient Morphology Control and Policy Transfer
In Poster Session 2
Fu Feng ⋅ Ruixiao Shi ⋅ Yucheng Xie ⋅ Jianlu Shen ⋅ Jing Wang ⋅ Xin Geng
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
What You Think is What You See: Driving Exploration in VLM Agents via Visual-Linguistic Curiosity
In Poster Session 2
Haoxi Li ⋅ Qinglin Hou ⋅ Jianfei Ma ⋅ Jinxiang Lai ⋅ Tao Han ⋅ Sikai Bai ⋅ Jingcai Guo ⋅ Jie ZHANG ⋅ Song Guo
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
ASAP: Exploiting the Satisficing Generalization Edge in Neural Combinatorial Optimization
In Poster Session 2
Han Fang ⋅ Paul Weng ⋅ Yutong Ban
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Balancing plasticity and stability with Fast and Slow Successor Features
In Poster Session 2
Raymond Chua ⋅ Doina Precup ⋅ Blake Richards
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Randomized Advantage Transformation (RAT): Computing Natural Policy Gradients via Direct Backpropagation
In Poster Session 2
Mingfei Sun
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Behavior-Invariant Task Representation Learning with Transformer-based World Models for Offline Meta-Reinforcement Learning
In Poster Session 2
Fuyuan Qian ⋅ Menglong Zhang ⋅ Song Wang ⋅ Quanying Liu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
TQL: Scaling Q-Functions with Transformers by Preventing Attention Collapse
In Poster Session 2
Perry Dong ⋅ Kuo-Han Hung ⋅ Alexander Swerdlow ⋅ Dorsa Sadigh ⋅ Chelsea Finn
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Stabilizing PPO via Latent-Space Regularization and KDE-Driven Exploration
In Poster Session 2
Meiyu Du ⋅ Yuqing Gao ⋅ Wei Wang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Unbiased Principles, Robust Rewards
In Poster Session 2
Qingnan Ren ⋅ Zhen Fang ⋅ Shiting Huang ⋅ Yu Zeng ⋅ Lin Chen ⋅ Zehui Chen ⋅ Feng Zhao
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
A Regret Minimization Framework on Preference Learning in Large Language Models
In Poster Session 2
Suhwan Kim ⋅ Taehyun Cho ⋅ Youngsoo Jang ⋅ Geon-Hyeong Kim ⋅ Yu Jin Kim ⋅ Moontae Lee ⋅ Jungwoo Lee
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
The Surprising Difficulty of Search in Model-Based Reinforcement Learning
In Poster Session 2
Wei-Di Chang ⋅ Mikael Henaff ⋅ Brandon Amos ⋅ Gregory Dudek ⋅ Scott Fujimoto
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
CompleteP for RL: Maintaining Feature Learning When Scaling Deep Reinforcement Learning
In Poster Session 2
M Ganesh Kumar ⋅ Adam Lee ⋅ Blake Bordelon ⋅ Cengiz Pehlevan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
What Does Flow-Matching Bring to TD-Learning?
In Poster Session 2
Bhavya Agrawalla ⋅ Michal Nauman ⋅ Aviral Kumar
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
KAGE-Bench: Fast Known-Axis Visual Generalization Evaluation for Reinforcement Learning
In Poster Session 2
Egor Cherepanov ⋅ Daniil Zelezetsky ⋅ Aleksandr Panov ⋅ Aleksey Kovalev
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Segment-Aligned Policy Optimization for Multi-Modal Reasoning
In Poster Session 2
Lei Gao ⋅ Zhuoming Li ⋅ Mengxi Jia ⋅ Jiakang Yuan ⋅ Hongbo Sun ⋅ Hao Sun ⋅ Xuelong Li
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
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
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Autoregressive Direct Preference Optimization
In Poster Session 2
Masanari Oi ⋅ Mahiro Ukai ⋅ Masahiro Kaneko ⋅ Naoaki Okazaki ⋅ Nakamasa Inoue
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Global Policy-Space Response Oracles for Two-Player Zero-Sum Games
In Poster Session 2
Junyu Zhang ⋅ Feihong Yang ⋅ Jian Wang ⋅ Chao Wang ⋅ Xudong Zhang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Langevin Rollout Optimization for Modelic Reinforcement Learning
In Poster Session 2
Tianyi Zhang ⋅ Likun Wang ⋅ Guojian Zhan ⋅ Feihong Zhang ⋅ Yang Guan ⋅ Yao Lyu ⋅ Shengbo Li
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
ScaleMoE: Mixture-of-Experts for Scalable Continuous Control in Actor-Critic Reinforcement Learning
In Poster Session 2
Yi Ma ⋅ Chenjun Xiao ⋅ Hongyao Tang ⋅ Yaodong Yang ⋅ Jinyi Liu ⋅ Jing Liang ⋅ Jiye Liang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Knothe-Rosenblatt Quantile Regression for Risk-sensitive Multi-objective Reinforcement Learning
In Poster Session 2
Gwangpyo Yoo ⋅ Woo Kyung Kim ⋅ Honguk Woo
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Auto-regressive In-context Demonstration Selection
In Poster Session 2
Yunzhe Qi ⋅ Sirui Chen ⋅ Jiaru Zou ⋅ Jingrui He
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Quantum Robust Inner Minimization for Reinforcement Learning with Quadratic Speed-Up in Query Complexity
In Poster Session 2
Hyun Kyu Lee ⋅ Joongheon Kim ⋅ Sung Whan Yoon
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
TDM-R1: Reinforcing Few-Step Diffusion Models with Non-Differentiable Reward
In Poster Session 2
Yihong Luo ⋅ Tianyang Hu ⋅ Weijian Luo ⋅ Jing Tang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
$\textit{S}$-SPPO: Semantic-Calibrated Self-Play Preference Optimization
In Poster Session 2
Xiwen Chen ⋅ Wenhui Zhu ⋅ Jingjing Wang ⋅ Peijie Qiu ⋅ Zhipeng Wang ⋅ Huayu Li ⋅ ZhengXiao He ⋅ XUANZHAO DONG ⋅ Prayag Tiwari ⋅ Mingkun Xu ⋅ Yujian Xiong ⋅ Feng Luo ⋅ Abolfazl Razi ⋅ Brendan Rappazzo ⋅ Anderson Schneider ⋅ Yuriy Nevmyvaka
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Natural Language Actor–Critic Is Bilevel: Learning to Reason with Textual Feedback
In Poster Session 2
Utsav Singh ⋅ Sidhaarth Murali ⋅ Souradip Chakraborty ⋅ Amrit Singh Bedi
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
VideoSEG-O3: A Multi-turn Reinforcement Learning Framework for Reasoning Video Object Segmentation
In Poster Session 2
Ming Dai ⋅ Sen Yang ⋅ Boqiang Duan ⋅ Boyuan Tong ⋅ Jiedong Zhuang ⋅ Wankou Yang ⋅ Jingdong Wang
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Position: Deployed Reinforcement Learning should be Continual
In Poster Session 2
Parnian Behdin ⋅ Kevin Roice ⋅ Golnaz Mesbahi
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Identifiable Token Correspondence for World Models
In Poster Session 2
Youngin Kim ⋅ Ray Sun ⋅ Inho Kim ⋅ Bumsoo Park ⋅ Hyun Oh Song
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
DAVE: Distribution-aware Attribution via ViT Gradient Decomposition
In Poster Session 2
Adam Wróbel ⋅ Siddhartha Gairola ⋅ Jacek Tabor ⋅ Bernt Schiele ⋅ Bartosz Zieliński ⋅ Dawid Rymarczyk
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
What is Missing? Explaining Neurons Activated by Absent Concepts
In Poster Session 2
Robin Hesse ⋅ Simone Schaub-Meyer ⋅ Janina Hesse ⋅ Bernt Schiele ⋅ Stefan Roth
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
SAEs-BrainMap: Unveiling the Emergence of Specialized Concepts in Deep Models via Brain Alignment
In Poster Session 2
Ziming Mao ⋅ Jia Xu ⋅ Wenxuan Pan ⋅ Mufan Xue ⋅ Yaochu Jin ⋅ Guoyuan Yang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Towards the Explainability of Temporal Graph Networks via Memory Backtracking and Topological Attribution
In Poster Session 2
Yazheng Liu ⋅ Xi Zhang ⋅ Sihong Xie ⋅ Hui Xiong
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
The Shape of Addition: Geometric Structures of Arithmetic in Large Language Models
In Poster Session 2
Liuyuan Wen ⋅ Xun Zhu ⋅ Lihao Huang ⋅ Wenbin Li ⋅ Yang Gao
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
ExPLAIND: Unifying Model, Data, and Training Attribution to Study Model Behavior
In Poster Session 2
Florian Eichin ⋅ Yupei Du ⋅ Philipp Mondorf ⋅ Maria Matveev ⋅ Barbara Plank ⋅ Michael Hedderich
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
A Positive Case for Faithfulness: Explanations Help Predict Model Behavior
In Poster Session 2
Harry Mayne ⋅ Justin S. Kang ⋅ Dewi Gould ⋅ Kannan Ramchandran ⋅ Adam Mahdi ⋅ Noah Siegel
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Position: Current XAI Methods Cannot Satisfy Financial AI Explainability Requirements
In Poster Session 2
Dongxin Guo ⋅ Jikun Wu ⋅ Siu Ming Yiu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Chain-of-Thought Reasoning In The Wild Is Not Always Faithful
In Poster Session 2
Iván Arcuschin ⋅ Jett Janiak ⋅ Robert Krzyzanowski ⋅ Senthooran Rajamanoharan ⋅ Neel Nanda ⋅ Arthur Conmy
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
How Good is Post-Hoc Watermarking With Language Model Rephrasing?
In Poster Session 2
Pierre Fernandez ⋅ Tom Sander ⋅ Hady Elsahar ⋅ Hongyan Chang ⋅ Tomáš Souček ⋅ Valeriu Lacatusu ⋅ Tuan Tran ⋅ Sylvestre-Alvise Rebuffi ⋅ Alexandre Mourachko
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Position: Interpretability Can Be Actionable
In Poster Session 2
Hadas Orgad ⋅ Fazl Barez ⋅ Tal Haklay ⋅ Isabelle Lee ⋅ Marius Mosbach ⋅ Anja Reusch ⋅ Naomi Saphra ⋅ Byron Wallace ⋅ Sarah Wiegreffe ⋅ Eric Wong ⋅ Ian Tenney ⋅ Mor Geva
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
WMVLM: Evaluating Diffusion Model Image Watermarking via Vision-Language Models
In Poster Session 2
Zijin Yang ⋅ Yu Sun ⋅ Kejiang Chen ⋅ jiawei zhao ⋅ Jun Jiang ⋅ Weiming Zhang ⋅ Nenghai Yu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
GaussTrace: Provenance Analysis of 3D Gaussian Splatting Models with Evidence-based LLM Reasoning
In Poster Session 2
Haoliang Han ⋅ Ziyuan Luo ⋅ Renjie Wan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Improving Adversarial Robustness of Attribution via Implicit Regularization
In Poster Session 2
Amir Mehrpanah ⋅ Matteo Gamba ⋅ Hossein Azizpour
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Unified Time Series Explanations via Semi-Amortized Optimization and Instance-level Multi-Expert Knowledge Distillation
In Poster Session 2
Viet-Hung Tran ⋅ Zichi Zhang ⋅ Ngoc Doan ⋅ Xuan Hoang Nguyen ⋅ Phi Nguyen ⋅ Yimeng An ⋅ Peixin Li ⋅ Hans Vandierendonck ⋅ Ira Assent ⋅ Thai Son Mai
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Position: Every Ground Truth is a Human Construction, not an Objective Truth
In Poster Session 2
Charlotte Högberg ⋅ Ericka Johnson ⋅ Kiri Wagstaff
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Guaranteed Optimal Compositional Explanations for Neurons
In Poster Session 2
Biagio La Rosa ⋅ Leilani Gilpin
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Questioning the Coverage-Length Metric in Conformal Prediction: When Shorter Intervals Are Not Better
In Poster Session 2
Yizhou Min ⋅ Yizhou Lu ⋅ Lanqi Li ⋅ Zhen Zhang ⋅ Jiaye Teng
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
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
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
AliMark: Enhancing Robustness of Sentence-Level Watermarks Against Text Paraphrasing
In Poster Session 2
Yuexin Li ⋅ Wenjie Qu ⋅ Linyu Wu ⋅ Yulin Chen ⋅ Yufei He ⋅ Tri Cao ⋅ Bryan Hooi ⋅ Jiaheng Zhang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
CLARITree: Cholesky and Lookahead Accelerations for Regression with Interpretable Piecewise Linear Trees
In Poster Session 2
Yixiao Wang ⋅ Hayden McTavish ⋅ Varun Babbar ⋅ Margo Seltzer ⋅ Cynthia Rudin
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Position: Reframing Hallucination: Latent Space Geodesics as a Pathway for Generative Discovery
In Poster Session 2
Zhihao Hao ⋅ Bob Zhang ⋅ LI Haisheng
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods
In Poster Session 2
Michal Moshkovitz ⋅ Suraj Srinivas ⋅ Lesia Semenova ⋅ Nave Frost ⋅ Cyrus Rashtchian ⋅ Valentyn Boreiko ⋅ Shichang Zhang ⋅ Himabindu Lakkaraju ⋅ Cynthia Rudin ⋅ Jennifer Wortman Vaughan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
FLARE-AI: Flaw Reporting for AI
In Poster Session 2
Shayne Longpre ⋅ Elaine Zhu ⋅ Carson Ezell ⋅ Avijit Ghosh ⋅ Sean McGregor ⋅ Kevin Paeth ⋅ Kevin Klyman ⋅ Sayash Kapoor ⋅ Rishi Bommasani ⋅ Ruth Elisabeth Appel ⋅ Gregory Strom ⋅ Lauren McIlvenny ⋅ Mark Jaycox ⋅ Peter Slattery ⋅ Nathan Butters ⋅ Arvind Narayanan ⋅ Percy Liang ⋅ Alex Pentland
[ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Position: The Data Provenance–Parametric Divide in Large Language Models
In Poster Session 2
Kabilan Elangovan ⋅ Jasmine Ong ⋅ Daniel Ting
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
The Double-Edged Nature of the Rashomon Set for Trustworthy Machine Learning
In Poster Session 2
Ethan Hsu ⋅ Harry Chen ⋅ Chudi Zhong ⋅ Lesia Semenova
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Disentangling a Large Language Model’s Computation from its Chain-of-Thought
In Poster Session 2
Siddharth Boppana ⋅ Annabel Ma ⋅ Max Loeffler ⋅ Raphaël Sarfati ⋅ Eric Bigelow ⋅ Atticus Geiger ⋅ Jack Merullo ⋅ Owen Lewis
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Position: Express Your Doubts — Probabilistic World Modeling Should not be Based on Token *logprobs*
In Poster Session 2
Eitan Wagner ⋅ Omri Abend
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Language Model Circuits Are Sparse in the Neuron Basis
In Poster Session 2
Aryaman Arora ⋅ Zhengxuan Wu ⋅ Jacob Steinhardt ⋅ Sarah Schwettmann
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Efficient Rashomon Set Approximation for Decision Trees
In Poster Session 2
Zakk Heile ⋅ Hayden McTavish ⋅ Varun Babbar ⋅ Margo Seltzer ⋅ Cynthia Rudin
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Position: Use Sparse Autoencoders to Discover Unknowns
In Poster Session 2
Kenny Peng ⋅ Rajiv Movva ⋅ Jon Kleinberg ⋅ Emma Pierson ⋅ Nikhil Garg
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Hidden in Plain Sight -- Class Competition Focuses Attribution Maps
In Poster Session 2
Nils Philipp Walter ⋅ Jilles Vreeken ⋅ Jonas Fischer
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Beyond Additive Decompositions: Interpretability Through Separability
In Poster Session 2
Jinyang Liu ⋅ Munir Hiabu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Auditing Sybil: Explaining Deep Lung Cancer Risk Prediction Through Generative Interventional Attributions
In Poster Session 2
Bartlomiej Sobieski ⋅ Jakub Grzywaczewski ⋅ Karol Dobiczek ⋅ Mateusz Wójcik ⋅ Tomasz Bartczak ⋅ Szatkowski Patryk ⋅ Przemysław Bombiński ⋅ Matthew Tivnan ⋅ Przemysław Biecek
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Multi-Round Human–AI Collaboration with User-Specified Requirements
In Poster Session 2
Sima Noorani ⋅ Shayan Kiyani ⋅ Hamed Hassani ⋅ George Pappas
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Rationality Measurement and Theory for Reinforcement Learning Agents
In Poster Session 2
Kejiang Qian ⋅ Amos Storkey ⋅ Fengxiang He
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Adversarially Robust Control of Conditional Value-at-Risk via Kelly Conformal Inference
In Poster Session 2
Catherine Chen ⋅ Jingyan Shen ⋅ Xinyu Yang ⋅ Lihua Lei
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Persuasive Privacy
In Poster Session 2
Joshua J Bon ⋅ James Bailie ⋅ Judith Rousseau ⋅ Christian P Robert
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Distortion of AI Alignment Revisited: RLHF is a Decent Utilitarian Aligner
In Poster Session 2
Kazusato Oko ⋅ Annie Ulichney ⋅ Nika Haghtalab ⋅ Han Bao
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
On the Power of (Approximate) Reward Models for Inference-Time Scaling
In Poster Session 2
Youheng Zhu ⋅ Yiping Lu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Learning to Rank from Incomplete Rankings
In Poster Session 2
Cristiano Migali ⋅ Gianmarco Genalti ⋅ Alberto Maria Metelli ⋅ Marco Mussi
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Adversarially Robust Approximate Furthest Neighbor
In Poster Session 2
Kiarash Banihashem ⋅ Jeff Michael Giliberti ⋅ Prashant Gokhale ⋅ Samira Goudarzi ⋅ MohammadTaghi Hajiaghayi ⋅ Yuhao Liu ⋅ Morteza Monemizadeh ⋅ Sandeep Silwal
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Optimal conversion from Rényi Differential Privacy to $f$-Differential Privacy
In Poster Session 2
Anneliese Riess ⋅ Felipe Gomez ⋅ Flavio Calmon ⋅ Julia Schnabel ⋅ Georgios Kaissis
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
On the Intrinsic Limits of Transformer Image Embeddings in Non-Solvable Spatial Reasoning
In Poster Session 2
Siyi Lyu ⋅ Quan Liu ⋅ Feng Yan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Single-Rollout Hidden-State Dynamics for Training-Free RLVR Data Selection
In Poster Session 2
Jianghao Wu ⋅ Daniel F Schmidt ⋅ Weiqiang Wang ⋅ Jin Ye ⋅ Jianfei Cai ⋅ Yasmeen George
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
On the Ability of Transformers to Verify Plans
In Poster Session 2
Yash Sarrof ⋅ Yupei Du ⋅ Katharina Stein ⋅ Alexander Koller ⋅ Sylvie Thiébaux ⋅ Michael Hahn
[ Slides]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Human-AI Collaborative Uncertainty Quantification
In Poster Session 2
Sima Noorani ⋅ Shayan Kiyani ⋅ George Pappas ⋅ Hamed Hassani
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Hallucination is a Consequence of Space-Optimality: A Rate-Distortion Theorem for Membership Testing
In Poster Session 2
Anxin Guo ⋅ Jingwei Li
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Envy-Free Allocation of Indivisible Goods via Noisy Queries
In Poster Session 2
Zihan Li ⋅ Yan Hao Ling ⋅ Jonathan Scarlett ⋅ Warut Suksompong
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Probabilistic Bisection Algorithm Provably Achieves Exponential Convergence
In Poster Session 2
Ganghua Wang ⋅ Yuwei Cheng ⋅ Haifeng Xu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Trees to Flows and Back: Unifying Decision Trees and Diffusion Models
In Poster Session 2
Sai Niranjan Ramachandran ⋅ Suvrit Sra
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
When Is Symbolic Regression Tractable?
In Poster Session 2
Adil Soubki ⋅ Miles Cranmer
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
When to Trust the Cheap Check: Weak and Strong Verification for Reasoning
In Poster Session 2
Shayan Kiyani ⋅ Sima Noorani ⋅ George Pappas ⋅ Hamed Hassani
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Improved Bounds for Reward-Agnostic and Reward-Free Exploration
In Poster Session 2
Oran Ridel ⋅ Alon Peled-Cohen
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Ski Rental with Distributional Predictions of Unknown Quality
In Poster Session 2
Qiming Cui ⋅ Michael Dinitz
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Selling Data as a Digital Good with Scaling Valuations
In Poster Session 2
Xiaotie Deng ⋅ Yanru Guan ⋅ Ningyuan Li ⋅ Zihe Wang ⋅ Jie Zhang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Online Packet Scheduling with Deadlines and Learning
In Poster Session 2
Gianmarco Genalti ⋅ Achraf Azize ⋅ Vianney Perchet
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Parameter-free Dynamic Regret: Time-varying Movement Costs, Delayed Feedback, and Memory
In Poster Session 2
Emmanuel Esposito ⋅ Andrew Jacobsen ⋅ Hao Qiu ⋅ Mengxiao Zhang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Online Social Welfare Function-based Resource Allocation
In Poster Session 2
Kanad Pardeshi ⋅ Samsara Foubert ⋅ Aarti Singh
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Minimax-Optimal Policy Regret in Partially Observable Markov Games
In Poster Session 2
Raman Arora
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Stronger Benchmarks for Prediction as a Service with Constraints
In Poster Session 2
Yahav Bechavod ⋅ Jiuyao Lu ⋅ Aaron Roth
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Beyond First-order Asymptotics in Sequential Mean Testing
In Poster Session 2
VIKAS DEEP ⋅ Shubhada Agrawal
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Asymptotically Optimal Sequential Testing with Markovian Data
In Poster Session 2
Alhad Sethi ⋅ SOFIA SAGAR KAVALI ⋅ Shubhada Agrawal ⋅ Debabrota Basu ⋅ P. N. Karthik
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Prediction-Powered Adaptive Inference with Pretrained AI Models for Contextual Bandits
In Poster Session 2
Gabriel Sargent ⋅ Wei Sun ⋅ Zhengwu Zhang ⋅ Yufeng Liu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Logarithmic Switching Regret for Online Convex Optimization
In Poster Session 2
Wenhao Yang ⋅ Yibo Wang ⋅ Yuanyu Wan ⋅ Lijun Zhang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Robust and Consistent Ski Rental with Distributional Advice
In Poster Session 2
Jihwan Kim ⋅ Chenglin Fan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
The Cost of Learning under Multiple Change Points
In Poster Session 2
Tomer Gafni ⋅ Garud Iyengar ⋅ Assaf Zeevi
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Data- and Variance-dependent Regret Bounds for Online Tabular MDPs
In Poster Session 2
Mingyi Li ⋅ Taira Tsuchiya ⋅ Kenji Yamanishi
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
On Regret Bounds of Thompson Sampling for Bayesian Optimization
In Poster Session 2
Shion Takeno ⋅ Shogo Iwazaki
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Online Conformal Prediction via Universal Portfolio Algorithms
In Poster Session 2
Tuo Liu ⋅ Edgar Dobriban ⋅ Francesco Orabona
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Non-Stationary Online Structured Prediction with Surrogate Losses
In Poster Session 2
Shinsaku Sakaue ⋅ Han Bao ⋅ Yuzhou Cao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Efficient Online Influence Maximization under the Independent Cascade Model with Node-Level Feedback
In Poster Session 2
Arpit Agarwal ⋅ Varad Deolankar ⋅ Rohan Ghuge
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Respecting Modality Gap in Post-hoc Out-of-distribution Detection with Pre-trained Vision-Language Models
In Poster Session 2
Yuanwei Hu ⋅ Bo Peng ⋅ Yadan Luo ⋅ Jie Lu ⋅ Ling Chen ⋅ zhen fang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Revenue Efficiency of Correlated Equilibria in First Price Auctions
In Poster Session 2
Anders Bo Ipsen ⋅ Stratis Skoulakis
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Keep Everyone Happy: Online Fair Division of Numerous Items with Few Copies
In Poster Session 2
Arun Verma ⋅ Indrajit Saha ⋅ Makoto Yokoo ⋅ Bryan Kian Hsiang Low
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Online Tensor Learning: Computational and Statistical Trade-offs, Adaptivity and Optimal Regret
In Poster Session 2
Jingyang Li ⋅ Jian-Feng Cai ⋅ Yang Chen ⋅ Dong Xia
[ URL] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Local Minima in Quadratic-Penalty Relaxations of Binary Linear Programs
In Poster Session 2
Cheng-Han Huang ⋅ Yongliang Sun ⋅ Chaoyan Huang ⋅ Ismail Alkhouri ⋅ Rongrong Wang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Transformers Learn the Optimal DDPM Denoiser for Multi-Token GMMs
In Poster Session 2
Hongkang Li ⋅ Hancheng Min ⋅ Rene Vidal
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
How Can Mamba Learn In Context with Outliers and Generalize Provably?
In Poster Session 2
Hongkang Li ⋅ Songtao Lu ⋅ Xiaodong Cui ⋅ Pin-Yu Chen ⋅ Meng Wang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Optimal Transport with Symmetry Groups
In Poster Session 2
Jiechao Zhang ⋅ Huichun Zhang ⋅ Jian Sun ⋅ Wei Zeng
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Learning-Augmented Online Minimization with Dual Predictions
In Poster Session 2
Christian Coester ⋅ Alexa Tudose ⋅ Alexander Turoczy
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Mixtures Closest To A Given Measure: A Semidefinite Programming Approach
In Poster Session 2
Srećko Ðurašinović ⋅ Jean B Lasserre ⋅ Victor Magron
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Momentum Further Constrains Sharpness at the Edge of Stochastic Stability
In Poster Session 2
Arseniy Andreyev ⋅ Advikar Ananthkumar ⋅ Marc Walden ⋅ Tomaso A Poggio ⋅ Pierfrancesco Beneventano
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Collaborative and Efficient Fine-tuning: Leveraging Task Similarity
In Poster Session 2
Gagik Magakyan ⋅ Amirhossein Reisizadeh ⋅ Chanwoo Park ⋅ Pablo A. Parrilo ⋅ Asuman Ozdaglar
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Robust Learning via Nested Distributionally Robust Optimization
In Poster Session 2
Jinyi Huang ⋅ Jinlong Lei ⋅ Guodong Shi
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
On the Computational Complexity of Performative Prediction
In Poster Session 2
Ioannis Anagnostides ⋅ Rohan Chauhan ⋅ Ioannis Panageas ⋅ Tuomas Sandholm ⋅ Jingming Yan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Convergence Analysis of the Lion Optimizer in Centralized and Distributed Settings
In Poster Session 2
Wei Jiang ⋅ Mao Xu ⋅ Wenhao Yang ⋅ Yibo Wang ⋅ Zechao Li ⋅ Lijun Zhang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Taming Stochastic Gradient Descent: Almost Sure Convergence and Saddle-Point Avoidance under $(L_{0},L_{1})$-Smoothness
In Poster Session 2
Vassilis Apidopoulos ⋅ Iosif Lytras ⋅ Panayotis Mertikopoulos
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
A General Framework for Dynamic Consistent Submodular Maximization
In Poster Session 2
PAUL DUETTING ⋅ Federico Fusco ⋅ Silvio Lattanzi ⋅ Ashkan Norouzi-Fard ⋅ Ola Svensson ⋅ Morteza Zadimoghaddam
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
DREAM: A Unified Framework for Drift-Corrected Federated Multi-Objective Learning
In Poster Session 2
Yuan Zhou ⋅ Yidan Ou ⋅ Xinli Shi
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Asymmetric Perturbation in Solving Bilinear Saddle-Point Optimization
In Poster Session 2
Kenshi Abe ⋅ Mitsuki Sakamoto ⋅ Kaito Ariu ⋅ Atsushi Iwasaki
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
TSP with predictions
In Poster Session 2
Marek Elias ⋅ Fabrizio Grandoni ⋅ Adam Polak ⋅ Eleonora Vercesi
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Can Adaptive Gradient Methods Converge under Heavy-Tailed Noise? A Case Study of AdaGrad
In Poster Session 2
Zijian Liu
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Federated Bilevel Performative Prediction
In Poster Session 2
Liangxin Qian ⋅ Chang Liu ⋅ Xuanyu Cao ⋅ Jun Zhao ⋅ Kwok Yan Lam
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Steady-State Behavior of Constant-Stepsize Stochastic Approximation: Gaussian Approximation and Tail Bounds
In Poster Session 2
Yuyang Wang ⋅ Felix Wang ⋅ Zedong Wang ⋅ Ijay Narang ⋅ Yuzhou Wang ⋅ Siva Maguluri
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
On the Convergence Rate of LoRA Gradient Descent
In Poster Session 2
Siqiao Mu ⋅ Diego Klabjan
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Towards Understanding Adam Convergence on Highly Degenerate Polynomials
In Poster Session 2
Zhiwei Bai ⋅ Jiajie Zhao ⋅ Zhangchen Zhou ⋅ Zhi-Qin John Xu ⋅ Yaoyu Zhang
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
Global Convergence of Adaptive Sensing for Principal Eigenvector Estimation
In Poster Session 2
Alex Saad-Falcon ⋅ Brighton Ancelin ⋅ Justin Romberg
[ OpenReview] 
Poster
Tue Jul 07 02:00 PM -- 03:45 PM (KST) @ Coex: HALL A None
QuantumBoost: A lazy, yet fast, quantum algorithm for learning with weak hypotheses
In Poster Session 2
Amira Abbas ⋅ Yanlin Chen ⋅ Tuyen Nguyen ⋅ Ronald de Wolf
[ Slides]  [ Poster]  [ OpenReview]