year
int64
conference
string
title
string
authors
string
venue_or_track
string
url
string
source_file
string
2,026
ICML
BioAgent Bench: An AI Agent Evaluation Suite for Bioinformatics
Dionizije Fa; Marko Culjak; Bruno Pandža; Mateo Cupic
ICML 2026 Poster
https://openreview.net/forum?id=2iFauBXg7Y
icml2026.csv
2,026
ICML
Fix the Mind, Not the Move: Interpretable AI Assistance via Knowledge-Gap Localization
Ayano Hiranaka; Ya-Chuan Hsu; Stefanos Nikolaidis; Erdem Biyik; Daniel Seita
ICML 2026 Poster
https://openreview.net/forum?id=6Yz4cXKkOy
icml2026.csv
2,026
ICML
Towards Solving the Gilbert-Pollak Conjecture via Large Language Models
Yisi Ke; Tianyu Huang; Yankai Shu; Di He; Jingchu Gai; Liwei Wang
ICML 2026 Poster
https://openreview.net/forum?id=Cqq3HGRIuM
icml2026.csv
2,026
ICML
CORE: Conflict-Oriented Reasoning for General Multimodal Manipulation Detection
Jinjie Shen; Yaxiong Wang; Yujiao Wu; Lechao Cheng; Tianrui Hui; Nan Pu; Zhihui Li; Zhun Zhong
ICML 2026 Poster
https://openreview.net/forum?id=51WmDaMOtd
icml2026.csv
2,026
ICML
Leveraging Lineage Barcodes as Natural Augmentations for Contrastive Learning of Cell Fate in scRNA-seq Data
Shizhao Yang; Yixin Wang; Kevin Lin
ICML 2026 Poster
https://openreview.net/forum?id=wqS6MURCFQ
icml2026.csv
2,026
ICML
MALICE: Memory-aware Loop Invariants Generation on Symbolic Execution Traces
Tong Chen; Siyu Liu; Hongyi Zhong; liao zhang; Lixiang Wang; Xiwei Wu; Junchi Yan; Qinxiang Cao
ICML 2026 Poster
https://openreview.net/forum?id=O7Vf0wNY2T
icml2026.csv
2,026
ICML
XDomainBench: Diagnosing Reasoning Collapse in High-Dimensional Scientific Knowledge Composition
Zhiren Gong; Tiantong Wu; Jiaming Zhang; Fuyao Zhang; CHE WANG; Yurong Hao; Yikun Hou; Foo Ping; Yilei Zhao; Fei Huang; Chau Yuen; Wei Yang Bryan Lim
ICML 2026 Poster
https://openreview.net/forum?id=U8x5SYtT5b
icml2026.csv
2,026
ICML
Strat-Reasoner: Reinforcing Strategic Reasoning of LLMs in Multi-Agent Games
Yidong He; Yutao Lai; Pengxu Yang; Jiarui Gan; Jiexin Wang; Yi Cai; Mengchen Zhao
ICML 2026 Poster
https://openreview.net/forum?id=V0eGsz18uZ
icml2026.csv
2,026
ICML
Towards Professional-Grade Financial Agents: Benchmarking, Tooling, and Structured Reasoning
Cheng Huang; Jinghua Piao; Wang Ranran; Yong Li
ICML 2026 Poster
https://openreview.net/forum?id=x6nNQBumUQ
icml2026.csv
2,026
ICML
QuArch: A Benchmark for Evaluating LLM Reasoning in Computer Architecture
Shvetank Prakash; Andrew Cheng; Arya Tschand; Mark Mazumder; Varun Gohil; Jeffrey Ma; Jason Yik; Zishen Wan; Jessica A. Quaye; Elisavet Alvanaki; Avinash Kumar; Chandrashis Mazumdar; Tuhin Khare; Alexander Ingare; Ikechukwu Uchendu; Radhika Ghosal; Abhishek Tyagi; Chenyu Wang; Andrea Mattia Garavagno; Sarah Gu; Alice G...
ICML 2026 Poster
https://openreview.net/forum?id=yU6X1XZl8t
icml2026.csv
2,026
ICML
NAACA: Training-Free NeuroAuditory Attentive Cognitive Architecture with Oscillatory Working Memory for Salience-Driven Attention Gating
Zhongju Yuan; Geraint Wiggins; Dick Botteldooren
ICML 2026 Poster
https://openreview.net/forum?id=zOWrIO6oKT
icml2026.csv
2,026
ICML
Convergence Rate of the Last Iterate of Stochastic Proximal Algorithms
Kevin Kurian Thomas Vaidyan; Michael Friedlander; Ahmet Alacaoglu
ICML 2026 Poster
https://openreview.net/forum?id=lgELNxtUNn
icml2026.csv
2,026
ICML
DADP: Domain Adaptive Diffusion Policy
Pengcheng Wang; Qinghang Liu; Haotian Lin; Yiheng Li; Guojian Zhan; Masayoshi Tomizuka; Yixiao Wang
ICML 2026 Poster
https://openreview.net/forum?id=SM1KZV8lLP
icml2026.csv
2,026
ICML
On Group Relative Policy Optimization Collapse in Agent Search: The Lazy Likelihood-Displacement
wenlong deng; Yushu Li; Boying Gong; YI REN; Christos Thrampoulidis; Xiaoxiao Li
ICML 2026 Poster
https://openreview.net/forum?id=SJ13vBxetN
icml2026.csv
2,026
ICML
Beyond Normalization: Rethinking the Partition Function as a Difficulty Scheduler for RLVR
Dohyung Kim; Minbeom Kim; Jeonghye Kim; Lee Sangmook; Sojeong Rhee; Kyomin Jung
ICML 2026 Poster
https://openreview.net/forum?id=U93dBehANs
icml2026.csv
2,026
ICML
Reparameterization Flow Policy Optimization
Hai Zhong; Zhuoran Li; Xun Wang; Longbo Huang
ICML 2026 Poster
https://openreview.net/forum?id=Wx5XHJoeyn
icml2026.csv
2,026
ICML
EVOLVING ROLLOUTS: Harnessing Historical Experience for Web Agent Evolution in Reinforcement Learning
Sinuo Wang; WANG PIAOHONG; Tianrui Qin; Maojia Song; Qianben Chen; Qiexiang Wang; Gengze Zhou; Zeyu Zhang; He Zhu; Dingfeng Shi; Yutong Xie; Liam Liu; Jiaheng Liu; Ge Zhang; Jiawei Ma; Yuchen Jiang; Qi Wu; Wangchunshu Zhou
ICML 2026 Poster
https://openreview.net/forum?id=p5B4ABjuT2
icml2026.csv
2,026
ICML
Investigating Memory in RL with POPGym Arcade
Zekang Wang; Zhe He; Borong Zhang; Edan Toledo; Steven Morad
ICML 2026 Poster
https://openreview.net/forum?id=vBMdonzFEV
icml2026.csv
2,026
ICML
Beyond Trajectory-Level Attribution: Graph-Based Credit Assignment for Agentic Reinforcement Learning
Xin Cheng; Shuo He; Lang Feng; Haiyang Xu; Ming Yan; Lei Feng; Bo An
ICML 2026 Poster
https://openreview.net/forum?id=zAFrIOeTCp
icml2026.csv
2,026
ICML
Bridging Tokens and Geometry: Token-wise 3D Supervision for CAD Generation
Yijia Guan; Jianhua Sun
ICML 2026 Poster
https://openreview.net/forum?id=EwwyJYkVJV
icml2026.csv
2,026
ICML
Agent Primitives: Reuseable Latent Building Blocks for Multi-Agent Systems
Haibo Jin; Peng Kuang; Ye Yu; Xiaopeng Yuan; Haohan Wang
ICML 2026 Poster
https://openreview.net/forum?id=CzShhpY2qU
icml2026.csv
2,026
ICML
Non-Monotonic Autoregressive Sequence Model
Tianyi MA; Yiyue Qian; Yiyang Li; Zehong Wang; Yifan Ding; Zheyuan Zhang; Yan Liang; Chuxu Zhang; Yanfang Ye
ICML 2026 Poster
https://openreview.net/forum?id=r5PfcYvYEE
icml2026.csv
2,026
ICML
XRPO: Pushing the Limits of GRPO with Targeted Exploration and Exploitation
Udbhav Bamba; Minghao Fang; Yifan Yu; Haizhong Zheng; Fan Lai
ICML 2026 Poster
https://openreview.net/forum?id=AE6U9HvTHc
icml2026.csv
2,026
ICML
Advancing LLM Reasoning with Natural Language and Numerical Feedback
Xiaoying Zhang; Yipeng Zhang; Hao Sun; Kaituo Feng; Chaochao Lu; Chao Yang; Helen M Meng
ICML 2026 Poster
https://openreview.net/forum?id=gz7hVnrRWq
icml2026.csv
2,026
ICML
SetPO: Set-Level Policy Optimization for Diversity-Preserving LLM Reasoning
Chenyi Li; Yuan Zhang; Bo Wang; Guoqing Ma; Wei Tang; Haoyang Huang; Nan Duan
ICML 2026 Poster
https://openreview.net/forum?id=tYKGzVE1g7
icml2026.csv
2,026
ICML
Parallel Stochastic Gradient-Based Planning for World Models
Michael Psenka; Michael Rabbat; Aditi Krishnapriyan; Yann LeCun; Amir Bar
ICML 2026 Poster
https://openreview.net/forum?id=J8lkAoQeYK
icml2026.csv
2,026
ICML
HiPER: Hierarchical Plan–Execute RL for Multi-Turn LLM Agents
Jiangweizhi Peng; Yuanxin Liu; Ruida Zhou; Charles Fleming; Zhaoran Wang; Alfredo Garcia; Mingyi Hong
ICML 2026 Poster
https://openreview.net/forum?id=RJWQcgd3hX
icml2026.csv
2,026
ICML
Budget-Feasible Mechanisms for Submodular Welfare Maximization in Procurement Auctions
Shuang Cui; He Huang; Yu-e Sun; Chen Xue
ICML 2026 Poster
https://openreview.net/forum?id=hqFugMmCqJ
icml2026.csv
2,026
ICML
UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models
Jiaqi Wang; Haoge Deng; Ting Pan; Yang Liu; Chengyuan Wang; Fan Zhang; Yonggang Qi; Xinlong Wang
ICML 2026 Poster
https://openreview.net/forum?id=WJcFtJriqv
icml2026.csv
2,026
ICML
Concept Concentration for Faithful Representation Intervention
Hongzheng Yang; Yongqiang Chen; Zeyu Qin; Tongliang Liu; Chaowei Xiao; Kun Zhang; Bo Han
ICML 2026 Poster
https://openreview.net/forum?id=g6fTNu8z0f
icml2026.csv
2,026
ICML
OpenHA: A Series of Open-Source Hierarchical Agentic Models in Minecraft
Zihao Wang; Muyao Li; Kaichen He; Xiangyu Wang; Zhancun Mu; Minghao Liu; Anji Liu; Yitao Liang
ICML 2026 Poster
https://openreview.net/forum?id=1RQIaGQV8v
icml2026.csv
2,026
ICML
DeepHA: Scaling Action Chains Elicits Deep Hierarchical Agents
Zihao Wang; Muyao Li; Kaichen He; Haowei Lin; Xiaojian Ma; Anji Liu; Yitao Liang
ICML 2026 Poster
https://openreview.net/forum?id=5W0ezwAurK
icml2026.csv
2,026
ICML
Equilibrium Pricing in Oligopolistic Data Markets
Bhaskar Ray Chaudhury; Jugal Garg; Eklavya Sharma; Jiaxin Song
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Population-Free Pareto Tracking for Sample-Efficient Multi-Policy MORL
Zeyu Zhao; Yueling Che; Kaichen Liu; Jian Li; Junmei Yao
ICML 2026 Poster
https://openreview.net/forum?id=qtzu9pGH7S
icml2026.csv
2,026
ICML
Tvcache: A Tool-Value Cache for Post-Training LLM Agents
Abhishek Vijaya Kumar; Bhaskar Kataria; Byungsoo Oh; Emaad Manzoor; Rachee Singh
ICML 2026 Poster
https://openreview.net/forum?id=tDft0AHhzH
icml2026.csv
2,026
ICML
Meta-Learning with Generalized Ridge Regression: High-dimensional Asymptotics, Optimality and Hyper-covariance Estimation
Yanhao Jin; Krishna Balasubramanian; Debashis Paul
ICML 2026 Poster
ANN-STATS-2026
icml2026.csv
2,026
ICML
On the Identifiability of Poisson Branching Structural Causal Model Under Latent Confounding
Jie Qiao; Zihuai Zeng; Ruichu Cai; Zhengming Chen; Zhifeng Hao
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Reward Shaping for Inference-Time Alignment: A Stackelberg Game Perspective
Haichuan Wang; Tao Lin; Lingkai Kong; Ce Li; Hezi Jiang; Milind Tambe
ICML 2026 Poster
https://openreview.net/forum?id=0FzaPyOEB7
icml2026.csv
2,026
ICML
PISCES: Annotation-free Text-to-Video Post-Training via Optimal Transport-Aligned Rewards
Minh-Quan Le; Gaurav Mittal; Cheng Zhao; Xianfeng GU; Samaras Dimitris; Mei Chen
ICML 2026 Poster
https://openreview.net/forum?id=wSfc8mDEjM
icml2026.csv
2,026
ICML
Adaptive Code Watermarking Through Reinforcement Learning
Zhimeng Guo; Huaisheng Zhu; Siyuan Xu; Hangfan Zhang; Teng Xiao; Minhao Cheng
ICML 2026 Poster
https://openreview.net/forum?id=4xjq3iR4aK
icml2026.csv
2,026
ICML
CCLRec: Consensus-driven Contrastive Learning for LLM-enhanced Graph Recommendation
Ting Guo; Dongyu Pei; Litiao Qiu; Xiaoying Liao; KE LIANG; Peng Song; Pinle Qin
ICML 2026 Poster
https://openreview.net/forum?id=C2i7ciwxKQ
icml2026.csv
2,026
ICML
Global Directional Priors with Local Statistical Validation for Scalable Causal Discovery
Wei Yuan; Zixuan Shao; Shuhui Wang
ICML 2026 Poster
https://openreview.net/forum?id=CLgT3XaA2z
icml2026.csv
2,026
ICML
Lifting Traces to Logic: Programmatic Skill Induction with Neuro-Symbolic Learning for Long-Horizon Agentic Tasks
Jie-Jing Shao; Haiyan Yin; Yueming LYU; Xingrui Yu; Lan-Zhe Guo; Ivor Tsang; James Kwok; Yu-Feng Li
ICML 2026 Poster
https://openreview.net/forum?id=D0Dg8ISjq0
icml2026.csv
2,026
ICML
AMA-Bench: Evaluating Long-Horizon Memory for Agentic Applications
Yujie Zhao; Boqin Yuan; Junbo Huang; Haocheng Yuan; Zhongming Yu; Haozhou Xu; Lanxiang Hu; Abhilash Shankarampeta; Zimeng Huang; Wentao Ni; Yuandong Tian; Jishen Zhao
ICML 2026 Poster
https://openreview.net/forum?id=GfQI92bpC1
icml2026.csv
2,026
ICML
Variational Entropic Optimal Transport
Roman Dyachenko; Nikita Gushchin; Kirill Sokolov; Petr Mokrov; Evgeny Burnaev; Aleksandr Korotin
ICML 2026 Poster
https://openreview.net/forum?id=DgRd1uu8dj
icml2026.csv
2,026
ICML
Multimodal Scaling Laws for Task & Data-Optimized Models of Visual Cortex
Abdülkadir Gökce; Yingtian Tang; Martin Schrimpf
ICML 2026 Poster
https://openreview.net/forum?id=OQ6jQHJPTT
icml2026.csv
2,026
ICML
PRISM: Sequence Modeling as Parallel Residual Iteration
Jie Jiang; Ke Cheng; Xin Xu; Mengyang Pang; Tianhao Lu; Jiaheng Li; Yue Liu; Yuan Wang; Jun Zhang; Huan Yu; Zhouchen Lin
ICML 2026 Poster
https://openreview.net/forum?id=Eyz8oboVDt
icml2026.csv
2,026
ICML
Reasoning-Driven Synthetic Data Generation and Evaluation
Tim Davidson; Benoit Seguin; Enrico Bacis; Cesar Ilharco; Hamza Harkous
ICML 2026 Poster
TMLR-2026
icml2026.csv
2,026
ICML
Learning with Admissibility: Robust Fuzzy Hashing for Cross-Modal Retrieval with Noisy Labels
Xincheng Sun; Ruitao Pu; Guangsi Shi; Zhenwen Ren; Peng Hu; Yuan Sun
ICML 2026 Poster
https://openreview.net/forum?id=reYe33OKVp
icml2026.csv
2,026
ICML
Decoupling The "What" and "Where" With Polar Coordinate Positional Embedding
Anand Gopalakrishnan; Róbert Csordás; Jürgen Schmidhuber; Michael Mozer
ICML 2026 Poster
https://openreview.net/forum?id=I3Z9za1EkO
icml2026.csv
2,026
ICML
FOCUS: Forcing In-Context Object Localization through Visual Support Constraints and Policy Optimization
Mohammed Asad Karim; Vinay Kumar Verma
ICML 2026 Poster
https://openreview.net/forum?id=KjKT2vzkyb
icml2026.csv
2,026
ICML
Correspondence Cognitive Learning for Multi-Modal Object Re-Identification
Chao Su; Shuying Li; Ruitao Pu; Dezhong Peng; Zhenwen Ren; Yuan Sun
ICML 2026 Poster
https://openreview.net/forum?id=9RI8vsWsqv
icml2026.csv
2,026
ICML
Seeing is Solving: Unlocking Efficient Multimodal RL via View Alignment
Qinsi Wang; Jing Shi; Kun Wan; Handong Zhao; Hancheng Ye; Zishan Shao; Jinghan Ke; Yudong Liu; Daniel Miranda; Purvak Lapsiya; Yiran Chen; Wentian Zhao
ICML 2026 Poster
https://openreview.net/forum?id=LYBcBH3Y76
icml2026.csv
2,026
ICML
Learning Task-Sufficient World Models by Synergizing Agentic Exploration and Structured Modeling
Fan Feng; Yujia Zheng; Minghao Fu; Yongqiang Chen; Guangyi Chen; Kevin Murphy; Biwei Huang; Kun Zhang
ICML 2026 Poster
https://openreview.net/forum?id=PxpGOLlo02
icml2026.csv
2,026
ICML
LiME: Lightweight Mixture of Experts for Efficient Multimodal Multi-task Learning
Md Kowsher; Haris Mansoor; Nusrat Prottasha; Ozlem Garibay; Victor Zhu; Zhengping Ji; Chen Chen
ICML 2026 Poster
https://openreview.net/forum?id=KRSZj8z5Lr
icml2026.csv
2,026
ICML
How Does the Pretraining Distribution Shape In-Context Learning? A Fundamental Trade-Off
Waïss Azizian; Ali Hasan
ICML 2026 Poster
https://openreview.net/forum?id=QiTBmWiH8G
icml2026.csv
2,026
ICML
Pruning at Initialisation through the lens of Graphon Limit: Convergence, Expressivity, and Generalisation
Hoang Pham; The-Anh Ta; Long Tran-Thanh
ICML 2026 Poster
https://openreview.net/forum?id=UOpsG95XqH
icml2026.csv
2,026
ICML
Causal Direct Preference Optimization for Distributionally Robust Generative Recommendation
Chu Zhao; Enneng Yang; Jianzhe Zhao; Guibing Guo
ICML 2026 Poster
https://openreview.net/forum?id=VDaJ5RCOh4
icml2026.csv
2,026
ICML
When Iteration Helps and Hurts in Self-Training: Denoising vs. Signal Forgetting
Mingqi Wu; Archer Yang; Qiang Sun
ICML 2026 Poster
https://openreview.net/forum?id=VnA5q5jXVz
icml2026.csv
2,026
ICML
Lookahead Path Likelihood Optimization for Diffusion LLMs
Xuejie Liu; Vit Chun Yap; Yitao Liang; Anji Liu
ICML 2026 Poster
https://openreview.net/forum?id=X8jXqDDaOT
icml2026.csv
2,026
ICML
LithoDreamer: A Physics-Informed World Model for Multi-Stage Computational Lithography
Yuqi Jiang; Yumeng Liu; Zimu Li; Jinyuan Deng; Qian Jin; Yucheng Cui; YU LI; Xunzhao Yin; Qi Sun; Cheng Zhuo
ICML 2026 Poster
https://openreview.net/forum?id=YQmrP0zjmh
icml2026.csv
2,026
ICML
Sparser, Faster, Lighter Transformer Language Models
Edoardo Cetin; Stefano Peluchetti; Emilio Castillo; Akira Naruse; Mana Murakami; Llion Jones
ICML 2026 Poster
https://openreview.net/forum?id=YXEXsGHwpq
icml2026.csv
2,026
ICML
MiniX: Mitigating Low-Rank Collapse and Attention Bottlenecks in Tabular Foundation Models
Yuanrui Wang; Xingxuan Zhang; Han Yu; Mingchao Hao; Gang Ren; hao yuan; Li Mao; Yunjia Zhang; Chun Yuan; Peng Cui
ICML 2026 Poster
https://openreview.net/forum?id=YjYPYg112A
icml2026.csv
2,026
ICML
Bridging the Stability-Expressivity Gap: Synthetic Data Scaling and Preference Alignment for Low-Resource Spoken Language Models
Yizhong Geng; Yanliang Li; Jinghan Yang; Tianhan Jiang; Boxun An; Ya Li; Xiaoyu Shen
ICML 2026 Poster
https://openreview.net/forum?id=a57NvkgjT2
icml2026.csv
2,026
ICML
Functional Equivalence in Attention: A Comprehensive Study with Applications to Linear Mode Connectivity
Viet Hoang Tran; VINH KHANH BUI; Van-Hoan Trinh; Ngoc Tan Lai; Tan Nguyen
ICML 2026 Poster
https://openreview.net/forum?id=bG4ZzflPCt
icml2026.csv
2,026
ICML
Error Propagation Mechanisms and Compensation Strategies for Quantized Diffusion Models
Songwei Liu; Chao Zeng; Chenqian Yan; Xurui Peng; WANG; Fangmin Chen; Xing Mei
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Rethinking the Trust Region in LLM Reinforcement Learning
Penghui Qi; Xiangxin Zhou; Zichen Liu; Tianyu Pang; Chao Du; Min Lin; Wee Sun Lee
ICML 2026 Poster
https://openreview.net/forum?id=f4g8zblbwp
icml2026.csv
2,026
ICML
Neural Modular Physics for Elastic Simulation
Yifei Li; Haixu Wu; Zeyi Xu; Tuur Stuyck; Wojciech Matusik
ICML 2026 Poster
https://openreview.net/forum?id=f7PUjzI60h
icml2026.csv
2,026
ICML
Transformers Efficiently Perform In-Context Logistic Regression via Normalized Gradient Descent
Chenyang Zhang; Yuan Cao
ICML 2026 Poster
https://openreview.net/forum?id=fR1FjJwrnN
icml2026.csv
2,026
ICML
LieWarper: Geometry-Aware Motion Transfer via Lie Algebra
Linsong Shan; Laurence Yang; Zecan Yang; Fukai Guo; Honglu Zhao; Yixuan Geng
ICML 2026 Poster
https://openreview.net/forum?id=hYQQgQWPgJ
icml2026.csv
2,026
ICML
Beyond Theorem Proving: Formulation, Framework and Benchmark for Formal Problem-Solving
Qi Liu; Xinhao Zheng; Renqiu Xia; Xingzhi Qi; Qinxiang Cao; Junchi Yan
ICML 2026 Poster
https://openreview.net/forum?id=hgMZraPlSv
icml2026.csv
2,026
ICML
AutoWebWorld: Synthesizing Infinite Verifiable Web Environments via Finite State Machines
Yifan WU; Yiran Peng; Yiyu Chen; Jianhao Ruan; Zijie Zhuang; Cheng Yang; Jiayi Zhang; Man CHEN; Yenchi Tseng; Zhaoyang Yu; Liang Chen; Yuyao Zhai; Bang Liu; Chenglin Wu; Yuyu Luo
ICML 2026 Poster
https://openreview.net/forum?id=jBPFdqmOck
icml2026.csv
2,026
ICML
Mode Seeking meets Mean Seeking for Long Video Generation
Shengqu Cai; Weili Nie; Chao Liu; Julius Berner; Lvmin Zhang; Nanye Ma; Hansheng Chen; Maneesh Agrawala; Leonidas Guibas; Gordon Wetzstein; Arash Vahdat
ICML 2026 Poster
https://openreview.net/forum?id=kVBNDXHVeo
icml2026.csv
2,026
ICML
ADEPT: RL-Aligned Agentic Decoding of Emotion via Evidence Probing Tools — From Consensus Learning to Ambiguity-Driven Emotion Reasoning
Esther Sun; Bo-Hao Su; Abinay Reddy Naini; Shinji Watanabe; Carlos Busso
ICML 2026 Poster
https://openreview.net/forum?id=maA1s1S0db
icml2026.csv
2,026
ICML
Contrastive Weak-to-Strong Generalization
Houcheng Jiang; Junfeng Fang; Jiaxin Wu; Tianyu Zhang; Chen Gao; Xiang Wang; Xiangnan He; Yang Deng
ICML 2026 Poster
https://openreview.net/forum?id=maOM1OWNZ6
icml2026.csv
2,026
ICML
Weak-to-Strong Generalization via Bregman Bias–Variance Decomposition
Gengze Xu; Wei Yao; Ziqiao Wang; Yong Liu
ICML 2026 Poster
https://openreview.net/forum?id=nWxUhxv4d8
icml2026.csv
2,026
ICML
Efficient Learning of Compositional Targets with Hierarchical Spectral Methods
Hugo Tabanelli; Yatin Dandi; Luca Pesce; FLORENT KRZAKALA
ICML 2026 Poster
https://openreview.net/forum?id=o4w4LRrIMT
icml2026.csv
2,026
ICML
SwiftPFN: Revisiting Row-Wise Attention–Only Tabular Foundation Models with Adaptive Early Exit
Si-Yang Liu; Han-Jia Ye
ICML 2026 Poster
https://openreview.net/forum?id=ottLtChHp2
icml2026.csv
2,026
ICML
Energy-Structured Low-Rank Adaptation for Continual Learning
Longhua Li; Lei Qi; Qi Tian; Xin Geng
ICML 2026 Poster
https://openreview.net/forum?id=4OP391X7Qm
icml2026.csv
2,026
ICML
SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories?
Xinyi He; Qian Liu; Mingzhe Du; Lin Yan; ZhiJie Fan; Yiming Huang; Yin Zheng; Zejian Yuan; Zejun MA
ICML 2026 Poster
https://openreview.net/forum?id=pNxw4i5Dp2
icml2026.csv
2,026
ICML
Causal Representation Learning with Optimal Compression and Complex Treatments
Wanting Liang; Haoang Chi; Zhiheng Zhang
ICML 2026 Poster
https://openreview.net/forum?id=puNfWfBFNT
icml2026.csv
2,026
ICML
Seeing Symbols, Missing Structure: A Real-World Handwritten Mathematical Expression Recognition Benchmark for Large Models
Sheng Jiang; Lin Zhu; Runrui Li; Mei Wang; Qiannan Zhu; Yaoyao Zhong; Hua Huang
ICML 2026 Poster
https://openreview.net/forum?id=OKVCjNqsjK
icml2026.csv
2,026
ICML
effGen: Enabling Small Language Models as Capable Autonomous Agents
Gaurav Srivastava; Aafiya Hussain; Chi Wang; Yingyan (Celine) Lin; Xuan Wang
ICML 2026 Poster
https://openreview.net/forum?id=WUBn9uJuvj
icml2026.csv
2,026
ICML
PGS: Effective LLM Code Refinement via Property-Oriented and Structurally Minimal Feedback
Lehan He; Zeren Chen; Zhe Zhang; Xiang Gao; Lu Sheng
ICML 2026 Poster
https://openreview.net/forum?id=6xeSRifGeL
icml2026.csv
2,026
ICML
Identifying and Correcting Label Noise for Robust GNNs via Influence Contradiction
Wei Ju; Wei Zhang; Siyu Yi; Zhengyang Mao; Yifan Wang; Jingyang Yuan; Zhiping Xiao; Ziyue Qiao; Ming Zhang
ICML 2026 Poster
https://openreview.net/forum?id=rR97qOfb7W
icml2026.csv
2,026
ICML
Expert-guided Clinical Text Augmentation via Query-Based Model Collaboration
Dongkyu Cho; Miao Zhang; Gregory Lyng; Rumi Chunara
ICML 2026 Poster
https://openreview.net/forum?id=AuPb9MEDdq
icml2026.csv
2,026
ICML
The Realignment Problem: When Right becomes Wrong in LLMs
Aakash Sen Sharma; Debdeep Sanyal; Manodeep Ray; Vivek Srivastava; Shirish Karande; Murari Mandal
ICML 2026 Poster
https://openreview.net/forum?id=yt6vQ8gbGm
icml2026.csv
2,026
ICML
MemOCR: Layout-Aware Visual Memory for Efficient Long-Horizon Reasoning
Yaorui Shi; Shugui Liu; Yu Yang; Wenyu Mao; Yuxin Chen; Qi GU; Hui Su; Xunliang Cai; Xiang Wang; An Zhang
ICML 2026 Poster
https://openreview.net/forum?id=vv4TMkyfWA
icml2026.csv
2,026
ICML
Towards Spectroscopy: Susceptibility Clusters in Language Models
Andrew Gordon; Daniel Murfet; William Snell; Garrett Baker; George Wang; Stan van Wingerden
ICML 2026 Poster
https://openreview.net/forum?id=zYSl5Qj6Cw
icml2026.csv
2,026
ICML
How Can Mamba Learn In Context with Outliers and Generalize Provably?
Hongkang Li; Songtao Lu; Xiaodong Cui; Pin-Yu Chen; Meng Wang
ICML 2026 Poster
https://openreview.net/forum?id=C41aLahRXZ
icml2026.csv
2,026
ICML
ManifoldKV: Training-Free KV Cache Compression via Euclidean Outlier Detection
Debajyoti Datta; Trishala Neeraj; Bibek Paudel; Vyom Sharma; subhabrata mukherjee
ICML 2026 Poster
https://openreview.net/forum?id=fo77TzkulW
icml2026.csv
2,026
ICML
Which Heads Matter for Reasoning? RL-Guided KV Cache Compression
Wenjie Du; Li Jiang; Keda TAO; Xue Liu; Huan Wang
ICML 2026 Poster
https://openreview.net/forum?id=fBRIgbTvId
icml2026.csv
2,026
ICML
Learning in Bayesian Stackelberg Games With Unknown Follower's Types
Matteo Bollini; Francesco Bacchiocchi; Samuel Coutts; Matteo Castiglioni; Alberto Marchesi
ICML 2026 Poster
https://openreview.net/forum?id=JidATZ8SuW
icml2026.csv
2,026
ICML
Welfare-Optimal Classification with Accuracy Auctions
Bana Sadi; Eden Saig; Nir Rosenfeld
ICML 2026 Poster
https://openreview.net/forum?id=MA1LUDNA3s
icml2026.csv
2,026
ICML
Envy-Free Allocation of Indivisible Goods via Noisy Queries
Zihan Li; Yan Hao Ling; Jonathan Scarlett; Warut Suksompong
ICML 2026 Poster
https://openreview.net/forum?id=MbmhB3KqKU
icml2026.csv
2,026
ICML
Asymmetric Perturbation in Solving Bilinear Saddle-Point Optimization
Kenshi Abe; Mitsuki Sakamoto; Kaito Ariu; Atsushi Iwasaki
ICML 2026 Poster
https://openreview.net/forum?id=fyae4jQ9Lw
icml2026.csv
2,026
ICML
Newton-coupled Dual-Teacher Semi-supervised Learning Framework
Hongyang He; Yan Zhong; Xinyuan Song; Daizong Liu; Xuanyu Liu; Victor Sanchez
ICML 2026 Poster
https://openreview.net/forum?id=oaYX7VEBcq
icml2026.csv
2,026
ICML
Selling Data as a Digital Good with Scaling Valuations
Xiaotie Deng; Yanru Guan; Ningyuan Li; Zihe Wang; Jie Zhang
ICML 2026 Poster
https://openreview.net/forum?id=ym3hUwhc2D
icml2026.csv
2,026
ICML
Rationality Measurement and Theory for Reinforcement Learning Agents
Kejiang Qian; Amos Storkey; Fengxiang He
ICML 2026 Poster
https://openreview.net/forum?id=RlEPV6ec7P
icml2026.csv
2,026
ICML
Why Agentic Theorem Prover Works: A Statistical Provability Theory of Mathematical Reasoning Models
Sho Sonoda; Shunta Akiyama; Yuya Uezato
ICML 2026 Poster
https://openreview.net/forum?id=hAQZl57Nvx
icml2026.csv