year
int64
conference
string
title
string
authors
string
venue_or_track
string
url
string
source_file
string
2,026
ICML
CoGeoAD: Hierarchical Color-Geometric Fusion with Multi-View Attention for Zero-Shot 3D Anomaly Detection
Ke Xu; Xinle Wang; Yanning Hou; Xueliang Ma; Juan Xie; Jianfeng Qiu
ICML 2026 Poster
https://openreview.net/forum?id=g95mt3KBRd
icml2026.csv
2,026
ICML
Zero-shot Active Mapping via Fused 360-BEV Representations and Vision–Language Models
Yuanze Wang; Dianxi Shi; Yuetian Wang; Shiming Song; Haikuo Peng; Chunping Qiu; Mengzhu Wang
ICML 2026 Poster
https://openreview.net/forum?id=kBZguFRp1B
icml2026.csv
2,026
ICML
Hyperbolic Hierarchical Alignment for Video-Based Visible-Infrared Person Re-Identification
Shuang Li; Changjiang Kuang; Jiaxu Leng; Mingpi Tan; Zhanjie Wu; Shuanglin Yan; Xinbo Gao
ICML 2026 Poster
https://openreview.net/forum?id=l17gjYai4X
icml2026.csv
2,026
ICML
VlogReward: Learning Multi-Dimensional Evaluation for Vlog Editing
Yexiang Liu; Wen Zhong; Sijie Zhu; Xin Gu; Fan Chen; Junxian Duan; Jie Cao; Longyin Wen; Zhenfang Chen
ICML 2026 Poster
https://openreview.net/forum?id=lhLgdoemEJ
icml2026.csv
2,026
ICML
Video-BCI: Bayesian Cognitive Integration of Self-Prior Hypotheses for Video Understanding
Xing Xi; Yu Qiu; Ronghua Luo; Peixian Chen; peilin tong; Jiahao Liang
ICML 2026 Poster
https://openreview.net/forum?id=r3UhjF8Riy
icml2026.csv
2,026
ICML
CAST: Modeling Visual State Transitions for Consistent Video Retrieval
Yanqing Liu; Yingcheng Liu; Fanghong Dong; Budianto Budianto; Cihang Xie; Yan jiao
ICML 2026 Poster
https://openreview.net/forum?id=svtbjHcMzs
icml2026.csv
2,026
ICML
Mitigating Perceptual Judgment Bias in Multimodal LLM-as-a-Judge via Perceptual Perturbation and Reward Modeling
Seojeong Park; Jiho Choi; Junyong Kang; Seonho Lee; Jaeyo Shin; Hyunjung Shim
ICML 2026 Poster
https://openreview.net/forum?id=tbqxbGMFUV
icml2026.csv
2,026
ICML
MM-Snowball: Evaluating and Mitigating Hallucination Snowballing in Multimodal Multi-turn Dialogue
Yue Jiang; Xue JIANG; Lihua Zhang; Zhiqiang Wang; Yuhang Lu; Peng Wang; Bo Han; Feng Zheng; Dingkang Yang
ICML 2026 Poster
https://openreview.net/forum?id=vL1xAHOUmd
icml2026.csv
2,026
ICML
Q-CLIP: Unleashing the Power of Vision-Language Models for Video Quality Assessment through Unified Cross-Modal Adaptation
Yachun Mi; Yu Li; Yanting Li; Chen Hui; Tong Zhang; Zhixuan Li; Chenyue Song; Wei Yang Bryan Lim; Shaohui Liu
ICML 2026 Poster
https://openreview.net/forum?id=zmAMq09bFs
icml2026.csv
2,026
ICML
A robust PPG foundation model using multimodal physiological supervision
Eloy Geenjaar; Vince Calhoun; scott daly; Gouthaman KV; Lie Lu; Trisha Mittal; Daniel P. Darcy
ICML 2026 Poster
https://openreview.net/forum?id=JF4045xnhl
icml2026.csv
2,026
ICML
MedREK: Retrieval-Based Editing for Medical LLMs with Key-Aware Prompts
Shujun Xia; Haokun Lin; Yichen WU; Yinan Zhou; Zixuan Li; Zhongwei Wan; Xingrun Xing; Yefeng Zheng; Xiang Li; Caifeng Shan; Zhenan Sun; Quanzheng Li
ICML 2026 Poster
https://openreview.net/forum?id=XFHjS8kw6X
icml2026.csv
2,026
ICML
Transitive Representation Learning Enhances Histopathology Annotation
Moritz Schaefer; Zoe Piran; Nils Philipp Walter; Animesh Awasthi; Christoph Bock; Jure Leskovec; Zinaida Good
ICML 2026 Poster
https://openreview.net/forum?id=Ze7U293Zw4
icml2026.csv
2,026
ICML
Continual GUI Agents
Ziwei Liu; Borui Kang; Hangjie Yuan; Zixiang Zhao; Wei Li; Yifan Zhu; Tao Feng
ICML 2026 Poster
https://openreview.net/forum?id=7WeA5TAjHK
icml2026.csv
2,026
ICML
Fair-FedMOE: Group-Fair One-Shot Federated Learning via Prototype-Guided Experts for Medical Imaging Analysis
Lingzhao Meng; Shuai Guo; Weishan Zhang; Zengxiang Li; Han Yu; Nan Liu; Daniel Ting; Yuru Liu; Tao Chen; Shudong Wang
ICML 2026 Poster
https://openreview.net/forum?id=cPmaaJ3MY3
icml2026.csv
2,026
ICML
Enabling Faithful Camera Control in Video Diffusion through Geometry-Flow-Guided Noise Warping
Haoyu Zhao; Jiaxi Gu; Haoran Chen; Qingping Zheng; Yeying Jin; Hongyi Yang; JunqiCheng; Yuang Zhang; Zenghui Lu; Huan Yu; Jie Jiang; Peng Shu; Zuxuan Wu; Yu-Gang Jiang
ICML 2026 Poster
https://openreview.net/forum?id=YRq8IIgDMy
icml2026.csv
2,026
ICML
Rethinking Genomic Modeling Through Optical Character Recognition
Hongxin Xiang; Pengsen Ma; Yunkang Cao; Di Yu; Haowen Chen; Xinyu Yang; xiangxiang Zeng
ICML 2026 Poster
https://openreview.net/forum?id=nggzekChuU
icml2026.csv
2,026
ICML
$\tau$-Voice: Benchmarking Full-Duplex Voice Agents on Real-World Domains
Soham Ray; Keshav Dhandhania; Victor Barres; Karthik Narasimhan
ICML 2026 Poster
https://openreview.net/forum?id=2Oj6fg0m1j
icml2026.csv
2,026
ICML
PhoStream: Benchmarking Real-World Streaming for Omnimodal Assistants in Mobile Scenarios
Xudong LU; Guan Huankang; Yang Bo; Jinpeng Chen; Xintong Guo; Shuhan LI; Fang Liu; Peiwen Sun; Xueying Lee; Wei Zhang; Xue Yang; Rui Liu; Hongsheng Li
ICML 2026 Poster
https://openreview.net/forum?id=cCMbxJcDmH
icml2026.csv
2,026
ICML
CoMem: Context Management with A Decoupled Long-Context Model
Yuwei Zhang; Chengyu Dong; Shuowei Jin; Changlong Yu; Hejie Cui; Hongye Jin; Xinyang Zhang; Hamed Bonab; Colin Lockard; Jianshu Chen; Zhenyu Shi; Jingbo Shang; Xian Li; Bing Yin
ICML 2026 Poster
https://openreview.net/forum?id=wInE6qnt9n
icml2026.csv
2,026
ICML
Position: Embodied AI Requires a Privacy-Utility Tradeoff
Xiaoliang Fan; jiarui chen; Zhuodong Liu; Ziqi Yang; Peixuan Xu; Ruimin Shen; Junhui Liu; Jianzhong Qi; Cheng Wang
ICML 2026 Poster
https://openreview.net/forum?id=OXZCYQveoG
icml2026.csv
2,026
ICML
Position: Modular Safety Guardrails Are Necessary for Foundation-Model-Enabled Robots in the Real World
Joonkyung Kim; Wenxi Chen; Davood Soleymanzadeh; Yi Ding; Xiangbo Gao; Zhengzhong Tu; Ruqi Zhang; Fan Fei; Sushant Veer; Yiwei Lyu; Minghui Zheng; Yan Gu
ICML 2026 Poster
https://openreview.net/forum?id=a4imO33mN1
icml2026.csv
2,026
ICML
ManiSoft: Towards Vision-Language Manipulation for Soft Robotics
Ziyu Wei; Luting Wang; Chen GAO; Li Wen; Si Liu
ICML 2026 Poster
https://openreview.net/forum?id=XMO8lp4I2n
icml2026.csv
2,026
ICML
A Direct Approach for Handling Contextual Bandits with Latent State Dynamics
Zhen Li; Gilles Stoltz
ICML 2026 Poster
https://openreview.net/forum?id=7NA81PFi77
icml2026.csv
2,026
ICML
Position: Benchmarks for Vision–Language Models in Urban Perception Should Be Reliability-Aware and Negotiated
Rashid Mushkani
ICML 2026 Poster
https://openreview.net/forum?id=n7fyvbSkaA
icml2026.csv
2,026
ICML
Benchmarking Physics-Informed Time-Series Models for Operational Global Station Weather Forecasting
Tao Han; Zhibin Wen; Zhenghao Chen; Dazhao Du; Song Guo; LEI BAI
ICML 2026 Poster
https://openreview.net/forum?id=HTlNhKxcrc
icml2026.csv
2,026
ICML
OPTION: Optimal Transport–Guided Flow Matching for Incomplete and Unaligned Multi-View Clustering
Siyuan Zhou; Zhibin Gu
ICML 2026 Poster
https://openreview.net/forum?id=1jBsENo5ii
icml2026.csv
2,026
ICML
InfraRL: A Benchmark for Constrained Resource Allocation in Large-Scale Infrastructure Asset Management
Yantian Wang; Wenhao Li; Bo Jin
ICML 2026 Poster
https://openreview.net/forum?id=0gi5YPCYnN
icml2026.csv
2,026
ICML
Improving LLM-Based Recommenders with Conservative Generative Flow Networks
Xuan Yu; Feng Niu; Rui Zhu; Yudong Zhang; Xu Wang; Yang Wang
ICML 2026 Poster
https://openreview.net/forum?id=FXIy6qfQIR
icml2026.csv
2,026
ICML
SMAC: Score-Matched Actor-Critics for Robust Offline-to-Online Transfer
Nathan S. de Lara; Florian Shkurti
ICML 2026 Poster
https://openreview.net/forum?id=OJSCaDIIJK
icml2026.csv
2,026
ICML
SPAR: Support-Preserving Action Rectification
Jiaxin Zhao; Weihang Pan; xun liang; Binbin Lin
ICML 2026 Poster
https://openreview.net/forum?id=XiaqvkSnWk
icml2026.csv
2,026
ICML
Seeking Commonality, Preserving Specificity: A Spectral-Aware Hierarchical Framework for Cross-City Road Representation Learning
Jingtian Ma; Jingyuan Wang; Leong Hou U
ICML 2026 Poster
https://openreview.net/forum?id=E0ZB8QdZYE
icml2026.csv
2,026
ICML
RAMAC: Multimodal Risk-Aware Offline Reinforcement Learning and the Role of Behavior Regularization
Kai Fukazawa; Kunal Mundada; Iman Soltani
ICML 2026 Poster
https://openreview.net/forum?id=gmAT5E9dCE
icml2026.csv
2,026
ICML
Noisy-Space Policy Gradient for Diffusion Policies in Offline Reinforcement Learning
Mahmoud Selim; Cristina Cipriani; Karl Johansson
ICML 2026 Poster
https://openreview.net/forum?id=hwfCLpDj8d
icml2026.csv
2,026
ICML
Bottleneck-Guided Spectral Subgoals For Offline Goal-Conditioned RL
Hebin Liang; Yi Ma; Chenjun Xiao; Zibin Dong; Zilin Cao; Fei Ni; Yifu Yuan; Jianye Hao
ICML 2026 Poster
https://openreview.net/forum?id=l4Q8dGGHVC
icml2026.csv
2,026
ICML
AdamO: A Collapse-Suppressed Optimizer for Offline RL
Nan Qiao; Sheng Yue; Shuning Wang; Ju Ren
ICML 2026 Poster
https://openreview.net/forum?id=mMlt3tQ7Ot
icml2026.csv
2,026
ICML
Q-SAM: Unlocking Sharpness-Aware Minimization for Generalization in Offline Reinforcement Learning
Da Wang; Yi Ma; Ting Guo; Lin Li; Wei Wei; Jiye Liang
ICML 2026 Poster
https://openreview.net/forum?id=milZYiwxSI
icml2026.csv
2,026
ICML
Q-Flow: Stable and Expressive Reinforcement Learning with Flow-based Policy
JaeHyeok Doo; Byeongguk Jeon; Seonghyeon Ye; Kimin Lee; Minjoon Seo
ICML 2026 Poster
https://openreview.net/forum?id=oZqOS1N6Ag
icml2026.csv
2,026
ICML
When does predictive inverse dynamics outperform behavior cloning?
Lukas Schäfer; Pallavi Choudhury; Abdelhak Lemkhenter; Chris Lovett; Somjit Nath; Luis França; Matheus Mendonca; Alex Lamb; Riashat Islam; Siddhartha Sen; John Langford; Katja Hofmann; Sergio Valcarcel Macua
ICML 2026 Poster
https://openreview.net/forum?id=ocLKXXgvp3
icml2026.csv
2,026
ICML
Towards Efficient and Expressive Offline RL via Flow-Anchored Noise-conditioned Q-Learning
Sungyoung Lee; Dohyeong Kim; Eshan Balachandar; Zelal Mustafaoglu; Keshav Pingali
ICML 2026 Poster
https://openreview.net/forum?id=pBBygHUKOu
icml2026.csv
2,026
ICML
Cross-Chirality Generalization by Axial Vectors for Hetero-Chiral Protein-Peptide Interaction Design
Ziyi Yang; Zitong Tian; Yinjun Jia; Tianyi Zhang; Jiqing Zheng; Hao Wang; Yubu Su; Juncai He; Lei Liu; Yanyan Lan
ICML 2026 Poster
https://openreview.net/forum?id=mAusAlRZ0a
icml2026.csv
2,026
ICML
Reward Shaping Control Variates for Off-Policy Evaluation Under Sparse Rewards
Ritam Majumdar; Finale Doshi-Velez; Sonali Parbhoo
ICML 2026 Poster
https://openreview.net/forum?id=potpaozpjv
icml2026.csv
2,026
ICML
SVL: Goal-Conditioned Reinforcement Learning as Survival Learning
Franki Nguimatsia-Tiofack; Fabian Schramm; Théotime Le Hellard; Justin Carpentier
ICML 2026 Poster
https://openreview.net/forum?id=qIOcJSCGn2
icml2026.csv
2,026
ICML
Frictional Q-Learning
Hyunwoo Kim; Hyo Kyung Lee
ICML 2026 Poster
https://openreview.net/forum?id=rSEdPcvrme
icml2026.csv
2,026
ICML
Discriminative Visual Process Rewards for Scaling Thinking at Test-Time with Images
Bo-Wen Yin; Qize Yang; Boyuan Sun; Xihan Wei; Qibin Hou
ICML 2026 Poster
https://openreview.net/forum?id=7BSBQr6dJd
icml2026.csv
2,026
ICML
Off-Policy Learning in Large Action Spaces: Optimization Matters More Than Estimation
Imad AOUALI; Otmane Sakhi
ICML 2026 Poster
https://openreview.net/forum?id=srIStBTJiu
icml2026.csv
2,026
ICML
Improving Diffusion Planners by Self-Supervised Action Gating with Energies
Yuan Lu; Dongqi Han; Yansen Wang; Dongsheng Li
ICML 2026 Poster
https://openreview.net/forum?id=tLW4Tc7Zn9
icml2026.csv
2,026
ICML
Regularized Offline Policy Optimization with Posterior Hybrid Bayesian Belief
Hongqiang Lin; Pengfei Wang; Nenggan Zheng
ICML 2026 Poster
https://openreview.net/forum?id=v8BF1g3u8r
icml2026.csv
2,026
ICML
Geometric Control of Out-of-Distribution Shift in Safe Offline RL
Zhiqi Zhuang; di wu; Benoit Boulet
ICML 2026 Poster
https://openreview.net/forum?id=xLcOW4q39R
icml2026.csv
2,026
ICML
Boosting CVaR Policy Optimization with Quantile Gradients
Yudong Luo; Erick Delage
ICML 2026 Poster
https://openreview.net/forum?id=4De8M6HSF5
icml2026.csv
2,026
ICML
A Diagnostic Study of Multi-Agent LLMs for Real-World Debates
Priya Pitre; Gaurav Srivastava; Lu Zhang; Le Wang; Naren Ramakrishnan; Xuan Wang
ICML 2026 Poster
https://openreview.net/forum?id=78Q4xkcJHc
icml2026.csv
2,026
ICML
From Imagined Futures to Executable Actions: Mixture of Latent Actions for Robot Manipulation
Yajie Li; Bozhou Zhang; Chun Gu; Zipei Ma; Jiahui Zhang; Jiankang Deng; Xiatian Zhu; Li Zhang
ICML 2026 Poster
https://openreview.net/forum?id=786uULN9ZG
icml2026.csv
2,026
ICML
Position: AI Evaluations Should be Grounded on a Theory of Capability
Nathan Jo; Ashia Wilson
ICML 2026 Poster
https://openreview.net/forum?id=9n4xlpq3w3
icml2026.csv
2,026
ICML
Informed Asymmetric Actor-Critic: Leveraging Privileged Signals Beyond Full-State Access
Daniel Ebi; Gaspard Lambrechts; Damien Ernst; Klemens Böhm
ICML 2026 Poster
https://openreview.net/forum?id=7G43VVT4SI
icml2026.csv
2,026
ICML
On Computation and Reinforcement Learning
Raj Ghugare; Michał Bortkiewicz; Alicja Ziarko; Benjamin Eysenbach
ICML 2026 Poster
https://openreview.net/forum?id=HKzMnBX5B2
icml2026.csv
2,026
ICML
Stabilizing the Q-Gradient Field for Policy Smoothness in Actor-Critic Methods
Jeong Woon Lee; Kyoleen Kwak; Daeho Kim; Hyoseok Hwang
ICML 2026 Poster
https://openreview.net/forum?id=UpA00uD6Ek
icml2026.csv
2,026
ICML
Sample Efficient Full-Finetuning of Generative Control Policies
Sarvesh Patil; Mitsuhiko Nakamoto; Shashwat Saxena; Manan Agarwal; Giri Anantharaman; Cleah Winston; Jesse Zhang; Chaoyi Pan; Douglas Chen; Nai-Chieh Huang; Zeynep Temel; Oliver Kroemer; Hongkai Dai; Sergey Levine; Abhishek Gupta; Paarth Shah; Max Simchowitz
ICML 2026 Poster
https://openreview.net/forum?id=l1WWnr0ObL
icml2026.csv
2,026
ICML
Mind the budget: Accelerating Deep Reinforcement Learning using Early Exit Neural Networks
Julien Brosseit; Jasper Hoffmann; Joschka Boedecker
ICML 2026 Poster
https://openreview.net/forum?id=lFaF1Hq2kP
icml2026.csv
2,026
ICML
Safe In-Context Reinforcement Learning
Amir Moeini; Minjae Kwon; Alper Bozkurt; Yuichi Motai; Rohan Chandra; Lu Feng; Shangtong Zhang
ICML 2026 Poster
https://openreview.net/forum?id=lm4PZa4kjZ
icml2026.csv
2,026
ICML
HyPOLE: Hyperproperty-Guided Multi-Agent Reinforcement Learning under Partial Observation
Arshia Rafieioskouei; Tzu-Han Hsu; Matthew Lucas; Borzoo Bonakdarpour
ICML 2026 Poster
https://openreview.net/forum?id=EVoPYB6ss3
icml2026.csv
2,026
ICML
Cardinality-Invariant Neural Operator Policies for Scalable PDE Control
Pietro Zanotta; Dibakar Sarkar; Honghui Zheng; Somdatta Goswami; Jan Drgona
ICML 2026 Poster
https://openreview.net/forum?id=XWYU5FTRxM
icml2026.csv
2,026
ICML
DR-MMSearchAgent: Deepening Reasoning in Multimodal Search Agents
Shengqin Wang; Wentao Yan; Huichi Zhou; Yihang Chen; Kun Shao; Zhizhong Zhang; Yuan Xie
ICML 2026 Poster
https://openreview.net/forum?id=2j3QyhUw5N
icml2026.csv
2,026
ICML
EAPO: Enhancing Policy Optimization with On-Demand Expert Assistance
Siyao Song; Cong Ma; Zhihao Cheng; Shiye Lei; Minghao Li; Ying Zeng; Huaixiao Tou; Kai Jia
ICML 2026 Poster
https://openreview.net/forum?id=luykjYIvEs
icml2026.csv
2,026
ICML
From Interaction Trajectories to Prompt Rules: Credit Assignment for Multi-Agent Prompt Optimization
Bin Wu; Haoran Xu; Xiang Zhuang; Zonghao Chen; Zhu Li; Emine Yilmaz; Qiang Zhang
ICML 2026 Poster
https://openreview.net/forum?id=pXF0puBofz
icml2026.csv
2,026
ICML
Posterior Behavioral Cloning: Pretraining BC Policies for Efficient RL Finetuning
Andrew Wagenmaker; Perry Dong; Raymond Tsao; Chelsea Finn; Sergey Levine
ICML 2026 Poster
https://openreview.net/forum?id=HJ5F3R9Tmd
icml2026.csv
2,026
ICML
Intentional Updates for Streaming Reinforcement Learning
Arsalan Sharifnassab; Mohamed Elsayed; Kris De Asis; Rupam Mahmood; Rich Sutton
ICML 2026 Poster
https://openreview.net/forum?id=K9lUSMMI0h
icml2026.csv
2,026
ICML
PETS: A Principled Framework Towards Optimal Trajectory Allocation for Efficient Test-Time Self-Consistency
Zhangyi Liu; Huaizhi Qu; Xiaowei Yin; He Sun; Yanjun Han; Tianlong Chen; Xinyu Yang
ICML 2026 Poster
https://openreview.net/forum?id=L9jcGvJP2N
icml2026.csv
2,026
ICML
Bridging Scaling Laws to On-Policy Reinforcement Learning via Adaptive Batch Scaling
Jongchan Park
ICML 2026 Poster
https://openreview.net/forum?id=YI9wSqfz7W
icml2026.csv
2,026
ICML
Doubly Regularized Markov Decision Processes for Robust Reinforcement Learning
Yiting He; Zhishuai Liu; Pan Xu
ICML 2026 Poster
https://openreview.net/forum?id=eeoU8iz7w1
icml2026.csv
2,026
ICML
Softmax as Linear Attention in the Large-Prompt Regime: a Measure-based Perspective
Etienne Boursier; Claire Boyer
ICML 2026 Poster
https://openreview.net/forum?id=MvuCgK0Qns
icml2026.csv
2,026
ICML
Online Robust Reinforcement Learning with General Function Approximation
Debamita Ghosh; George Atia; Yue Wang
ICML 2026 Poster
https://openreview.net/forum?id=fcVsVQkjIc
icml2026.csv
2,026
ICML
Learning Generalizable Skill Policy with Data-Efficient Unsupervised RL
Jongchan Park; Seungjun Oh; Seungho Baek; Yusung Kim
ICML 2026 Poster
https://openreview.net/forum?id=qgAKuqzYBC
icml2026.csv
2,026
ICML
Fast Non-Episodic Finite-Horizon RL with K-Step Lookahead Thresholding
Jiamin Xu; Kyra Gan
ICML 2026 Poster
https://openreview.net/forum?id=qz0ChfFkiZ
icml2026.csv
2,026
ICML
IPMark: A Sentence-Level Watermark for LLMs with Hierarchical Personalization and Efficient Detection
Wenbo An; Lianwei Wu; Zehao Wang
ICML 2026 Poster
https://openreview.net/forum?id=JjILY9i6Wi
icml2026.csv
2,026
ICML
Improved Bounds for Private and Robust Alignment
Wenqian Weng; Yi He; Xingyu Zhou
ICML 2026 Poster
https://openreview.net/forum?id=r3PKGNlKET
icml2026.csv
2,026
ICML
Recursive Monte-Carlo Tree Search
Benjamin Howard; Keith Frankston
ICML 2026 Poster
https://openreview.net/forum?id=oo9523XUWI
icml2026.csv
2,026
ICML
HodgeFlow Policy Search by Topologically Dissecting Temporal-Difference Signals in Non-Markovian Environments
Zuyuan Zhang; Sizhe Tang; Tian Lan
ICML 2026 Poster
https://openreview.net/forum?id=3qq7rvJzoj
icml2026.csv
2,026
ICML
Emergence of Exploration in Policy Gradient Reinforcement Learning via Retrying
Soichiro Nishimori; Paavo Parmas; Sotetsu Koyamada; Tadashi Kozuno; Toshinori Kitamura; Shin Ishii; Yutaka Matsuo
ICML 2026 Poster
https://openreview.net/forum?id=NpvBAOc87E
icml2026.csv
2,026
ICML
Reward Redistribution for CVaR MDPs using a Bellman Operator on L-infinity
Aneri Muni; Vincent Taboga; Esther Derman; Pierre-Luc Bacon; Erick Delage
ICML 2026 Poster
https://openreview.net/forum?id=8LVv9hyMII
icml2026.csv
2,026
ICML
Non-Uniform Noise-to-Signal Ratio in the REINFORCE Policy-Gradient Estimator
Haoyu Han; Heng Yang
ICML 2026 Poster
https://openreview.net/forum?id=Ol99zoW31J
icml2026.csv
2,026
ICML
Time-Consistent Robust Multi-Objective Reinforcement Learning via a Bellman–Isaacs Weight-Adversary Recursion
Mingxi Hu; Meiling Yu
ICML 2026 Poster
https://openreview.net/forum?id=bRxufOJLbj
icml2026.csv
2,026
ICML
Optimization with Access to Auxiliary Information
El Mahdi Chayti; Sai Praneeth Reddy Karimireddy
ICML 2026 Poster
TMLR-2026
icml2026.csv
2,026
ICML
Position: Human-Centric Vision Requires Topological Generalization Beyond Fixed Skeletal Topologies
Heming Du; Jiaying Ying; Kaihao Zhang; Tianqing Zhu; Xin Yu
ICML 2026 Poster
https://openreview.net/forum?id=2N3dVx1soP
icml2026.csv
2,026
ICML
Position: There are futures that benchmark-driven AI cannot see
Sobhan Lotfi; Ava Iranmanesh; Lachin Naghashyar; Ali Shirali; Fateme Haredasht; Sanmi Koyejo; Phil Torr; Yong Suk Lee; Fazl Barez; Joel Lehman; Peter Norvig; Arvind Narayanan
ICML 2026 Poster
https://openreview.net/forum?id=RzWlUbmRJi
icml2026.csv
2,026
ICML
Position: AI Evaluation Should Work With Humans
Jan Kulveit; Gavin Leech; Tomáš Gavenčiak; Raymond Douglas
ICML 2026 Poster
https://openreview.net/forum?id=f15MLGSjEs
icml2026.csv
2,026
ICML
Infinite-World: Scaling Interactive World Models to 1000-Frame Horizons via Pose-Free Hierarchical Memory
Ruiqi Wu; Xuanhua He; Meng Cheng; Tianyu Yang; Yong Zhang; Zhuoliang Kang; Xunliang Cai; Xiaoming Wei; Chunle Guo; Chongyi Li; Ming-Ming Cheng
ICML 2026 Poster
https://openreview.net/forum?id=27m3BuajLs
icml2026.csv
2,026
ICML
DSGym: A Standardized and Holistic Framework for Advancing Data Science Agents
Fan Nie; Junlin Wang; Harper Hua; Federico Bianchi; Yongchan Kwon; Zhenting Qi; Owen Queen; Shang Zhu; James Zou
ICML 2026 Poster
https://openreview.net/forum?id=2WrNPRW9Km
icml2026.csv
2,026
ICML
CARE: Confounder-Aware Aggregation for Reliable LLM Evaluation
Jitian Zhao; Changho Shin; Tzu-Heng Huang; Satya Sai Srinath Namburi GNVV; Frederic Sala
ICML 2026 Poster
https://openreview.net/forum?id=3WPDFjZ1UT
icml2026.csv
2,026
ICML
MAS-Orchestra: Understanding and Improving Multi-Agent Reasoning Through Holistic Orchestration and Controlled Benchmarks
Zixuan Ke; Yifei Ming; Austin Xu; Ryan Chin; Xuan-Phi Nguyen; Prathyusha Jwalapuram; Jiayu Wang; Semih Yavuz; Caiming Xiong; Shafiq Joty
ICML 2026 Poster
https://openreview.net/forum?id=3fGXBm4c3S
icml2026.csv
2,026
ICML
Subgroup Discovery with the Cox Model
Zachary Izzo; Iain Melvin
ICML 2026 Poster
https://openreview.net/forum?id=3tlaoBZrSg
icml2026.csv
2,026
ICML
Diversity-aware Weight Perturbation Promotes Robust Adaptation
Zibo Chen; Ruxin Li; Zilu Wang
ICML 2026 Poster
https://openreview.net/forum?id=5VoK9nUVSD
icml2026.csv
2,026
ICML
AREA: Attribute Extraction and Aggregation for CLIP-Based Class-Incremental Learning
Zhen-Hao Xie Xie; Yu-Cheng Shi; Da-Wei Zhou
ICML 2026 Poster
https://openreview.net/forum?id=5th8Uu1HjJ
icml2026.csv
2,026
ICML
NExT-Guard: Training-Free Streaming Safeguard without Token-Level Labels
Junfeng Fang; Nachuan Chen; Houcheng Jiang; Dan Zhang; Xiangnan He; Tat-Seng Chua; Xiang Wang
ICML 2026 Poster
https://openreview.net/forum?id=5ysobWbWzp
icml2026.csv
2,026
ICML
Theoretical Analysis of Sparse Optimization with Reparameterization, Weight Decay, and Adaptive Learning Rate
Huangyu Xu; Jingqin Yang; Qianqian Xu; Jiaye Teng
ICML 2026 Poster
https://openreview.net/forum?id=74PNBqBKPA
icml2026.csv
2,026
ICML
Re-FORC: Adaptive Reward Prediction for Efficient Chain-of-Thought Reasoning
Renos Zabounidis; Aditya Golatkar; Michael Kleinman; Alessandro Achille; Wei Xia; Stefano Soatto
ICML 2026 Poster
https://openreview.net/forum?id=8NNPSNAvTX
icml2026.csv
2,026
ICML
Necessary Conditions for Compositional Generalization of Embedding Models
Arnas Uselis; Andrea Dittadi; Seong Joon Oh
ICML 2026 Poster
https://openreview.net/forum?id=AQZZWVp6XA
icml2026.csv
2,026
ICML
BAS: Bridging Adam and SignSGD for Memory-Efficient LLM Training
Yijie Zhou; Mingliang Zhang; Jiaqi Zhang; Xunliang Cai; Shi Pu
ICML 2026 Poster
https://openreview.net/forum?id=Agiagru6BM
icml2026.csv
2,026
ICML
Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model
Xinyin Ma; Julius Berner; Chao Liu; Arash Vahdat; Weili Nie; Xinchao Wang
ICML 2026 Poster
https://openreview.net/forum?id=COGc3MSR7n
icml2026.csv
2,026
ICML
Find, Fix, Reason: Context Repair for Video Reasoning
Haojian Huang; Chuanyu Qin; Yinchuan Li; YINGCONG CHEN
ICML 2026 Poster
https://openreview.net/forum?id=D7MzX6ts55
icml2026.csv
2,026
ICML
A Time-Reparameterized Cumulative Intensity Extrapolation Sampler for Discrete Flow Matching
Feiyang Fu; Hehe Fan
ICML 2026 Poster
https://openreview.net/forum?id=Qmlf1LwnBM
icml2026.csv
2,026
ICML
SkelHCC: A Hyperbolic CLIP-Driven Cache Adaptation Framework for Skeleton-based One-Shot Action Recognition
Yanan Liu; Anqi Zhu; Jingmin Zhu; Jun Liu; Hossein Rahmani; Mohammed Bennamoun; Farid Boussaid; Dan Xu; Qiuhong Ke
ICML 2026 Poster
https://openreview.net/forum?id=Ee3Wh716Wm
icml2026.csv