year
int64
conference
string
title
string
authors
string
venue_or_track
string
url
string
source_file
string
2,026
ICML
Weaving in the Clouds: Achieving Synergistic Collaboration among LLM Agents via Federated Learning
Jiaxing Zhao; Hongbin Xie; Yuzhen Lei; Xuan Song; Zhuoran Shi; Lianxin Li; Shuangxue Liu; Haoran Zhang
ICML 2026 Poster
https://openreview.net/forum?id=2yUvKRGcaR
icml2026.csv
2,026
ICML
dnaHNet: A Scalable and Hierarchical Foundation Model for Genomic Sequence Learning
Arnav Shah; Junzhe Li; Parsa Idehpour; Adibvafa Fallahpour; Brandon Wang; Sukjun Hwang; BO WANG; Patrick Hsu; Hani Goodarzi; Albert Gu
ICML 2026 Poster
https://openreview.net/forum?id=6pN2KNCspk
icml2026.csv
2,026
ICML
Exploring Motif-based Heterogeneous Graph Learning for ReDoS Detection
Hong Huang; Chengyu Yao; Rongchen Li; Weihao Su; Chengyao Peng; Haiming Chen; Guiyi He
ICML 2026 Poster
https://openreview.net/forum?id=ELrwdpytFq
icml2026.csv
2,026
ICML
CAPTCHA Solving for Native GUI Agents: Automated Reasoning-Action Data Generation and Self-Corrective Training
Yuxi Chen; Haoyu Zhai; Chenkai Wang; Rui Yang; LINGMING ZHANG; Gang Wang; Huan Zhang
ICML 2026 Poster
https://openreview.net/forum?id=HWTRHS26ZF
icml2026.csv
2,026
ICML
Euclean: Automated Geometry Problem Formalization with Unified Verification in Lean
Linbin Tang; Jingyan You; Zilin Kang; Hanzhang Liu; Sophia Zhang; Zenan Li; Chenrui Cao; Liangcheng Song; Jiaao Wu; Xian Zhang; Fan Yang
ICML 2026 Poster
https://openreview.net/forum?id=OUtgFOscnh
icml2026.csv
2,026
ICML
EnterpriseOps-Gym: Environments and Evaluations for Stateful Agentic Planning and Tool Use in Enterprise Settings
Shiva Malay; Perampalli Shravan Nayak; Sagar Davasam; Srinivas Sunkara; Sai Rajeswar Mudumba
ICML 2026 Poster
https://openreview.net/forum?id=QKy6cKEiEB
icml2026.csv
2,026
ICML
CoME: Empowering Channel-of-Mobile-Experts with Informative Hybrid-Capabilities Reasoning
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
ICML 2026 Poster
https://openreview.net/forum?id=SYgaKYKDZl
icml2026.csv
2,026
ICML
Target-Driven Policy Optimization for Sequential Counterfactual Outcome Control
Xin Wang; Xiangyu Zhang; Shengfei Lyu; Huanhuan Chen
ICML 2026 Poster
https://openreview.net/forum?id=2OtY6CfcFs
icml2026.csv
2,026
ICML
A Systematic Study of Behavioral Cloning for Scientific Data Annotation
Ishaan Singh Chandok; Core Francisco Park
ICML 2026 Poster
https://openreview.net/forum?id=UcbCkTkUjD
icml2026.csv
2,026
ICML
Can Recommender Systems Teach Themselves? A Recursive Self-Improving Framework with Fidelity Control
Luankang Zhang; Hao Wang; Zhongzhou Liu; MINGJIA YIN; Yonghao Huang; Jiaqi Li; Wei Guo; Yong Liu; Huifeng Guo; Defu Lian; Enhong Chen
ICML 2026 Poster
https://openreview.net/forum?id=vAjsnuPRUP
icml2026.csv
2,026
ICML
LLM-Guided Loop Bound Generation for Program Termination Verification
Zan Gong; Biting Huang; Fei He
ICML 2026 Poster
https://openreview.net/forum?id=ym8FNvY5z4
icml2026.csv
2,026
ICML
Expert-level Leaf Cell Layout Generation via Preference-Optimized LLM
Yaohui Han; Rongliang Fu; Yanming Liu; Shuo Ren; Shuai Dong; Yunpeng Wang; Tinghuan Chen; Bei Yu; Tsung-Yi Ho
ICML 2026 Poster
https://openreview.net/forum?id=z834t47Lr4
icml2026.csv
2,026
ICML
Pareto-Guided Optimal Transport for Multi-Reward Alignment
Ying Ba; Tianyu Zhang; Mohan Zhou; Yalong Bai; Wenyi Mo; Guiwei Zhang; Bing Su; Ji-Rong Wen
ICML 2026 Poster
https://openreview.net/forum?id=5EIKSU0IOK
icml2026.csv
2,026
ICML
1-Bit Wonder: Improving QAT Performance in the Low-Bit Regime through K-Means Quantization
Sohir Maskey; Constantin Eichenberg; Johannes Messner; Douglas Orr
ICML 2026 Poster
https://openreview.net/forum?id=6EGpWhH2yx
icml2026.csv
2,026
ICML
Auto-regressive In-context Demonstration Selection
Yunzhe Qi; Sirui Chen; Jiaru Zou; Jingrui He
ICML 2026 Poster
https://openreview.net/forum?id=8uZlNyR5R3
icml2026.csv
2,026
ICML
Neural Feature Geometry Evolves as Discrete Ricci Flow
Moritz Hehl; Max von Renesse; Melanie Weber
ICML 2026 Poster
https://openreview.net/forum?id=YPH5yCKzYr
icml2026.csv
2,026
ICML
Autoregressive Direct Preference Optimization
Masanari Oi; Mahiro Ukai; Masahiro Kaneko; Naoaki Okazaki; Nakamasa Inoue
ICML 2026 Poster
https://openreview.net/forum?id=DmeFAFUO6f
icml2026.csv
2,026
ICML
Revisiting Distribution Correction Estimation for Offline Imitation Learning with Suboptimal Dataset
Quang Anh PHAM; Tien Mai; Akshat Kumar
ICML 2026 Poster
https://openreview.net/forum?id=F8QazeHrEc
icml2026.csv
2,026
ICML
LightningRL: Breaking the Accuracy–Parallelism Trade-off of Block-wise dLLMs via Reinforcement Learning
Yanzhe Hu; Yijie Jin; Pengfei Liu; Kai Yu; Zhijie Deng
ICML 2026 Poster
https://openreview.net/forum?id=Fgdyd2BLoR
icml2026.csv
2,026
ICML
Multi-timescale Reinforcement Learning by Value Reconstruction
Zhan Su; Peixi Peng; Xinyu Hu; Cong Li; Yisen Zhao; Zhuojian Li; Yonghong Tian; Fanqi Shen
ICML 2026 Poster
https://openreview.net/forum?id=FzTGIdsHFP
icml2026.csv
2,026
ICML
Mind Dreamer: Untethering Imagination via Active Counterfactual Reasoning on Latent Manifolds
Shaojun Xu; Xiaoling Zhou; Yihan Lin; Yapeng Meng; Xinglong Ji; Luping Shi; Rong Zhao
ICML 2026 Poster
https://openreview.net/forum?id=N05ha5nVEU
icml2026.csv
2,026
ICML
SRPO: Self-Reflective Policy Optimization for Long-Horizon Reasoning
Jialong Liu; Yuling Shi; Ning Yang; Xiaodong Gu; Zuchao Li
ICML 2026 Poster
https://openreview.net/forum?id=N8aP1JWy03
icml2026.csv
2,026
ICML
ASAP: Exploiting the Satisficing Generalization Edge in Neural Combinatorial Optimization
Han Fang; Paul Weng; Yutong Ban
ICML 2026 Poster
https://openreview.net/forum?id=QI139RyR6I
icml2026.csv
2,026
ICML
Debiased Model-based Representations for Sample-efficient Continuous Control
Jiafei Lyu; Zichuan Lin; Scott Fujimoto; Kai Yang; Yangkun Chen; Saiyong Yang; Zongqing Lu; Deheng Ye
ICML 2026 Poster
https://openreview.net/forum?id=ZP1p8k106p
icml2026.csv
2,026
ICML
Group Distributionally Robust Optimization-Driven RL for LLM Reasoning
Kishan Panaganti; Zhenwen Liang; Wenhao Yu; Haitao Mi; Dong Yu
ICML 2026 Poster
https://openreview.net/forum?id=rqbB3L91qV
icml2026.csv
2,026
ICML
What Does Flow-Matching Bring to TD-Learning?
Bhavya Agrawalla; Michal Nauman; Aviral Kumar
ICML 2026 Poster
https://openreview.net/forum?id=e7EKA7Y9Im
icml2026.csv
2,026
ICML
Knothe-Rosenblatt Quantile Regression for Risk-sensitive Multi-objective Reinforcement Learning
Gwangpyo Yoo; Woo Kyung Kim; Honguk Woo
ICML 2026 Poster
https://openreview.net/forum?id=gGx6DyI6Xv
icml2026.csv
2,026
ICML
A Tale of Two Graphs: Separating Knowledge Exploration from Outline Structure for Open-Ended Deep Research
Zhuofan Shi; Ming Ma; ZekunYao; Fangkai Yang; Jue Zhang; Dongge Han; Victor Ruehle; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang
ICML 2026 Poster
https://openreview.net/forum?id=SDJWCc0Cml
icml2026.csv
2,026
ICML
The Surprising Difficulty of Search in Model-Based Reinforcement Learning
Wei-Di Chang; Mikael Henaff; Brandon Amos; Gregory Dudek; Scott Fujimoto
ICML 2026 Poster
https://openreview.net/forum?id=gTbSqYqumM
icml2026.csv
2,026
ICML
Stabilizing PPO via Latent-Space Regularization and KDE-Driven Exploration
Meiyu Du; Yuqing Gao; Wei Wang
ICML 2026 Poster
https://openreview.net/forum?id=jojs3GoyHq
icml2026.csv
2,026
ICML
Safety Generalization Under Distribution Shift in Safe Reinforcement Learning: A Diabetes Testbed
Minjae Kwon; Josephine Lamp; Lu Feng
ICML 2026 Poster
https://openreview.net/forum?id=kSUGLBHd0T
icml2026.csv
2,026
ICML
Langevin Rollout Optimization for Modelic Reinforcement Learning
Tianyi Zhang; Likun Wang; Guojian Zhan; Feihong Zhang; Yang Guan; Yao Lyu; Shengbo Li
ICML 2026 Poster
https://openreview.net/forum?id=nxDpyvFLrh
icml2026.csv
2,026
ICML
Randomized Advantage Transformation (RAT): Computing Natural Policy Gradients via Direct Backpropagation
Mingfei Sun
ICML 2026 Poster
https://openreview.net/forum?id=oVtiySvpXz
icml2026.csv
2,026
ICML
AC-ODM: Actor–Critic Online Data Mixing for Sample-Efficient LLM Pretraining
Jing Ma; Chenhao Dang; Mingjie Liao
ICML 2026 Poster
https://openreview.net/forum?id=2bKKamEtto
icml2026.csv
2,026
ICML
Goal-Conditioned Agents that Learn Everything All at Once
Michael Matthews; Matthew Jackson; Michael Beukman; Thomas Foster; Alistair Letcher; Scott Fujimoto; Cédric Colas; Jakob Foerster
ICML 2026 Poster
https://openreview.net/forum?id=rQxW0hnXYh
icml2026.csv
2,026
ICML
VenusBench-Mobile: A Challenging and User-Centric Benchmark for Mobile GUI Agents with Capability Diagnostics
Yichen Gong; Zhuohan Cai; Sunhao Dai; Yuqi Zhou; Zhangxuan Gu; Changhua Meng; Shuheng Shen
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Plan, Decouple, Assimilate: Physics-Aware Object Insertion in Remote Sensing Imagery
Yingyan Hou; Xianchi Dong; Chao Ren; Wanxuan Lu; Zihan Wei; Hongfeng Yu; Yixiao Wang; Yaning Zhou
ICML 2026 Poster
https://openreview.net/forum?id=ojx0CyGXHJ
icml2026.csv
2,026
ICML
PAWS: Preference Learning with Advantage-Weighted Segments
Aleksandar Taranovic; Onur Celik; Niklas Freymuth; Ge Li; Serge Thilges; Huy Le; Tai Hoang; Rania Rayyes; Gerhard Neumann
ICML 2026 Poster
https://openreview.net/forum?id=IPeIlnJzYa
icml2026.csv
2,026
ICML
MobileFusion: Mobile-Friendly Infrared and Visible Image Fusion via Structural Re-parameterization
Yufa Duan; Jialing Huang; Yingying Wang; Weimin Cai; Xinghao Ding; Xiaotong Tu
ICML 2026 Poster
https://openreview.net/forum?id=Mv6r6u3Yf9
icml2026.csv
2,026
ICML
EduMirror: Modeling Educational Social Dynamics with Value-driven Multi-agent Simulation
Jingzhe Lin; Hengbin Yu; Yongdan Zeng; Fangwei Zhong
ICML 2026 Poster
https://openreview.net/forum?id=9CPlmQzUtF
icml2026.csv
2,026
ICML
Global Policy-Space Response Oracles for Two-Player Zero-Sum Games
Junyu Zhang; Feihong Yang; Jian Wang; Chao Wang; Xudong Zhang
ICML 2026 Poster
https://openreview.net/forum?id=DIytYt7tdI
icml2026.csv
2,026
ICML
Agentic Monte Carlo: Reinforcement Learning for Black-Box LLM Agents
Daeyon Hwang; Raunaq Suri; Valentin Villecroze; Anthony Caterini; Jesse Cresswell; Noël Vouitsis; Brendan Ross
ICML 2026 Poster
https://openreview.net/forum?id=do3oOYxWHO
icml2026.csv
2,026
ICML
DLM: Unified Decision Language Models for Offline Multi-Agent Sequential Decision Making
Zhuohui Zhang; Bin Cheng; Bin He
ICML 2026 Poster
https://openreview.net/forum?id=qxG09uid4p
icml2026.csv
2,026
ICML
Sample-Efficient Diffusion-based Reinforcement Learning with Critic Guidance
Shutong Ding; Zejia Zhong; Zhongyi Wang; Ke Hu; Bikang Pan; Jingya Wang; Ye Shi
ICML 2026 Poster
https://openreview.net/forum?id=4qLPtABOIR
icml2026.csv
2,026
ICML
Constrained Multi-Objective Reinforcement Learning with Max-Min Criterion
Giseung Park; Hyunyoung Nam; woohyeon Byeon; Amir Leshem; Youngchul Sung
ICML 2026 Poster
https://openreview.net/forum?id=fNzLTEBdGA
icml2026.csv
2,026
ICML
Single-Rollout Hidden-State Dynamics for Training-Free RLVR Data Selection
Jianghao Wu; Daniel F Schmidt; Weiqiang Wang; Jin Ye; Jianfei Cai; Yasmeen George
ICML 2026 Poster
https://openreview.net/forum?id=pvq2AhjOy1
icml2026.csv
2,026
ICML
Rare Event Analysis of Large Language Models
Jake McAllister Dorman; Edward Gillman; Dominic C Rose; Jamie Mair; Juan Garrahan
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Scalable Event Cloud Network for Event-based Classification
Hongwei Ren; Fei Ma; Xiaopeng LIN; Yuetong Fang; Hongxiang Huang; Yue Zhou; Yulong Huang; Haotian FU; Ziyi Yang; Youxin Jiang; Xiangqian Wu; Bojun Cheng
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
CGRiC: Compositional Risk Certification for Structured LLM Outputs
Ibne Farabi Shihab; SANJEDA AKTER; Anuj Sharma
ICML 2026 Poster
https://openreview.net/forum?id=MPwD9hhJoa
icml2026.csv
2,026
ICML
Reverse Flow Matching: A Unified Framework for Online Reinforcement Learning with Diffusion and Flow Policies
Zeyang Li; Sunbochen Tang; Navid Azizan
ICML 2026 Poster
https://openreview.net/forum?id=vUpEe4yd1T
icml2026.csv
2,026
ICML
CoPE: A Framework for Optimizing Coordination between Planning and Execution in LLM-based Agents
Huanxi Liu; Kun Hu; Qiang Wang; Yuanzhao Zhai; Feng Dawei; Bo Ding; Huaimin Wang
ICML 2026 Poster
https://openreview.net/forum?id=9aU4vrHPKD
icml2026.csv
2,026
ICML
From Distribution to Geometry: Stable Graph Generalization via Invariant Barycenters
Hangyuan Du; Rong Wang; Weihong Zhang; Lu Bai; Liang Bai; Yu Xie; Wenjian Wang
ICML 2026 Poster
https://openreview.net/forum?id=YI3IpasVw5
icml2026.csv
2,026
ICML
Model-Free Robust Average-Reward Reinforcement Learning with Sample Complexity Analysis
Zachary Roch; George Atia; Yue Wang
ICML 2026 Poster
https://openreview.net/forum?id=GMIHHrJ6Wp
icml2026.csv
2,026
ICML
Seg-ReSearch: Segmentation with Interleaved Reasoning and External Search
Tianming Liang; Qirui Du; Jian-Fang Hu; Haichao Jiang; Zicheng Lin; Wei-Shi Zheng
ICML 2026 Poster
https://openreview.net/forum?id=H0tGv2kBi8
icml2026.csv
2,026
ICML
Quantum Robust Inner Minimization for Reinforcement Learning with Quadratic Speed-Up in Query Complexity
Hyun Kyu Lee; Joongheon Kim; Sung Whan Yoon
ICML 2026 Poster
https://openreview.net/forum?id=6rTth6ujE2
icml2026.csv
2,026
ICML
ARLArena: Demystifying Policy Gradient Stability in Agentic Reinforcement Learning
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
ICML 2026 Poster
https://openreview.net/forum?id=90kxFi9VGP
icml2026.csv
2,026
ICML
HyMTRL: A Hybrid Multi-Task Reinforcement Learning Framework via Phased Policy Evolution
Jinmin He; Kai Li; Xiaoyi Dong; Yifan Zang; Yuheng Jing; Yifan Zhang; Junliang Xing; Jian Cheng
ICML 2026 Poster
https://openreview.net/forum?id=Jo7Mt1XbuQ
icml2026.csv
2,026
ICML
Reparameterization Proximal Policy Optimization
Hai Zhong; Xun Wang; Zhuoran Li; Longbo Huang
ICML 2026 Poster
https://openreview.net/forum?id=TknqRTyQ0a
icml2026.csv
2,026
ICML
Quantifying the noise sensitivity of the Wasserstein metric for images
Erik Lager; Gilles Mordant; Amit Moscovich
ICML 2026 Poster
https://openreview.net/forum?id=mh2eIxPKMm
icml2026.csv
2,026
ICML
Improved Bounds for Reward-Agnostic and Reward-Free Exploration
Oran Ridel; Alon Peled-Cohen
ICML 2026 Poster
https://openreview.net/forum?id=dmTyOwKAmZ
icml2026.csv
2,026
ICML
Probabilistic Performance Guarantees for Multi-Task Reinforcement Learning
Yannik Schnitzer; Mathias Jackermeier; Alessandro Abate; David Parker
ICML 2026 Poster
https://openreview.net/forum?id=iTy1M4N2FU
icml2026.csv
2,026
ICML
Not All Invariants Are Equal: Curating Training Data to Accelerate Program Verification with SLMs
Ido Pinto; Yizhak Elboher; Haoze Wu; Nina Narodytska; Guy Katz
ICML 2026 Poster
https://openreview.net/forum?id=fS28SOioQd
icml2026.csv
2,026
ICML
Position: Bridge Human Interpretation and Machine Representation With Explicit Specification For Qualitative Data Analysis In LLM Era
Xinyu Pi; Qisen Yang; Chuong Nguyen; Hua Shen
ICML 2026 Poster
https://openreview.net/forum?id=e4mzH5Amuj
icml2026.csv
2,026
ICML
From Knowledge to Inference: Formalizing Specialized Public Health Reasoning on GlobalHealthAtlas
Zhaokun Yan; Shan Xu; Wuzheng Dong; Zhaohan Liu; Lijie Feng; Chengxiao Dai; Chen Tianqi; Yingting Li; Yi Zhang; Yunpu Ma; Binfan Liu; Wenting Wei; Tongning Wu
ICML 2026 Poster
https://openreview.net/forum?id=02Nq73lCe6
icml2026.csv
2,026
ICML
ACTIVE-o3 : Empowering MLLMs with Active Perception via Pure Reinforcement Learning
Muzhi Zhu; Hao Zhong; Canyu Zhao; Zongze Du; Mingyu Liu; Zheng Huang; Anzhou Li; Hao Chen; Cheng Zou; Jingdong Chen; Ming Yang; Chunhua Shen
ICML 2026 Poster
https://openreview.net/forum?id=1uU7X9zzJB
icml2026.csv
2,026
ICML
Rethinking Human Intent to CAD: Parametric CAD Model Generation via Cooperative Multi-Task Alignment and Spatial-Aware Reinforcement Learning
Qingwang Zhang; Jiahao Li; Xiangdong Zhou
ICML 2026 Poster
https://openreview.net/forum?id=2Ai08VgFp0
icml2026.csv
2,026
ICML
Trojan-Speak: Bypassing Constitutional Classifiers with No Jailbreak Tax via Adversarial Finetuning
Bilgehan Sel; Xuanli He; Alwin Peng; Ming Jin; Jerry Wei
ICML 2026 Poster
https://openreview.net/forum?id=5Aydbj0wYI
icml2026.csv
2,026
ICML
Position: Don't Just "Fix it in Post'': A Science of AI Must Study Learning Dynamics
Stella Biderman; Mohammad Aflah Khan; Niloofar Mireshghallah; Catherine Arnett; Fazl Barez; Naomi Saphra
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Position_Paper_Track
icml2026.csv
2,026
ICML
OpenSage: Self-programming Agent Generation Engine
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
ICML 2026 Poster
https://openreview.net/forum?id=6ml27Kec2C
icml2026.csv
2,026
ICML
T2AV-Compass: Towards Unified Evaluation for Text-to-Audio-Video Generation
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
ICML 2026 Poster
https://openreview.net/forum?id=8V2Qf6mNx3
icml2026.csv
2,026
ICML
Position: Don't Just "Fix it in Post'': A Science of AI Must Study Learning Dynamics
Stella Biderman; Mohammad Aflah Khan; Niloofar Mireshghallah; Catherine Arnett; Fazl Barez; Naomi Saphra
ICML 2026 Poster
https://openreview.net/forum?id=VbHh05xQ7y
icml2026.csv
2,026
ICML
AOrchestra: Automating Sub-Agent Creation for Agentic Orchestration
Jianhao Ruan; Zhihao Xu; Yiran Peng; Fashen Ren; Zhaoyang Yu; Xinbing Liang; Jinyu Xiang; Yongru Chen; Bang Liu; Chenglin Wu; Yuyu Luo; Jiayi Zhang
ICML 2026 Poster
https://openreview.net/forum?id=8nGX6WUKE7
icml2026.csv
2,026
ICML
Masked Multi-path Contrast with Confidence-Gated Semantic Imputation for Incomplete Multi-view Clustering
Fan Yang; Haikun Xu
ICML 2026 Poster
https://openreview.net/forum?id=0OrsJVzOqp
icml2026.csv
2,026
ICML
SpecForge: A Flexible and Efficient Open-Source Training Framework for Speculative Decoding
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
ICML 2026 Poster
https://openreview.net/forum?id=CQOEbxy0tE
icml2026.csv
2,026
ICML
Judging What We Cannot Solve: A Consequence-Based Approach for Oracle-Free Evaluation of Research-Level Math
Guijin Son; Donghun Yang; Hitesh Patel; Hyunwoo Ko; Amit Agarwal; Sunghee Ahn; Kyong-Ha Lee; Youngjae Yu
ICML 2026 Poster
https://openreview.net/forum?id=Dkwqzk5sAD
icml2026.csv
2,026
ICML
IDRBench: Understanding the Capability of Large Language Models on Interdisciplinary Research
Yuanhao Shen; Daniel de Sousa; Ricardo de Andrade Nascimento; Hongyu Guo; Xiaodan Zhu
ICML 2026 Poster
https://openreview.net/forum?id=ItPwwWxu2L
icml2026.csv
2,026
ICML
CONTEXTOR: Contextualized High-order Contrastive Learning
Ze Cai; Hanzhe Liang; Sihang Zeng; Binbin Zhou; Jun Wen
ICML 2026 Poster
https://openreview.net/forum?id=Eq8LZNsbUb
icml2026.csv
2,026
ICML
TMD-Bench: A Multi-Level Evaluation Paradigm for Music–Dance Co-Generation
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
ICML 2026 Poster
https://openreview.net/forum?id=FcklDFAnzF
icml2026.csv
2,026
ICML
MindFlow: Mind Supernet Powered Thinking Flows for Research Idea Innovation
Mengdi Liu; Wenjue Chen; Wenyue Chen; Cheng Yang; Fanqi Kong; Zhangyang Gao; Xiaoxue Cheng; Yiheng Li; Yujian Yuan; Keliang Li; Hong Chang; Shiguang Shan; Chenglin Wu
ICML 2026 Poster
https://openreview.net/forum?id=GgINST3Qgc
icml2026.csv
2,026
ICML
Neuro-evolutionary Continual Reinforcement Learning
Pengyi Li; Hongyao Tang; Yifu Yuan; Yan Zheng; Xin Xu; Jianye Hao
ICML 2026 Poster
https://openreview.net/forum?id=Hv0jK8xYcT
icml2026.csv
2,026
ICML
Deterministic Component Mining for Multi-framework UI2Code Generation
Zixiong Yang; Linxiao Li; Jiaye Lin; Binrui Wu; Xiaoyu Kang; Jiechao Gao
ICML 2026 Poster
https://openreview.net/forum?id=IuGOrMmYCK
icml2026.csv
2,026
ICML
Query-efficient model evaluation using cached responses
Hayden Helm; Ben Johnson; Carey Priebe
ICML 2026 Poster
https://openreview.net/forum?id=LPkaP2roeE
icml2026.csv
2,026
ICML
Language Model Circuits Are Sparse in the Neuron Basis
Aryaman Arora; Zhengxuan Wu; Jacob Steinhardt; Sarah Schwettmann
ICML 2026 Poster
https://openreview.net/forum?id=OrviwFWcN4
icml2026.csv
2,026
ICML
Optimizing Few-Step Generation with Adaptive Matching Distillation
Lichen Bai; zikai ZHOU; Shitong Shao; Wenliang Zhong; Shuo Yang; Shuo Chen; Bojun Cheng; Zeke Xie
ICML 2026 Poster
https://openreview.net/forum?id=QGA9cWGb12
icml2026.csv
2,026
ICML
IndexMem: Learned KV-Cache Eviction with Latent Memory for Long-Context LLM Inference
Xintong Yang; Hao Gu; Binxing Xu; Lujun Li; Bei Liu; Jiacheng Liu; Qiyuan Zhu; Sirui Han; Yike Guo
ICML 2026 Poster
https://openreview.net/forum?id=SKXkGLbXdB
icml2026.csv
2,026
ICML
The Signal is in the Steps: Local Scoring for Reasoning Data Selection
Hoang Anh Just; Myeongseob Ko; Ruoxi Jia
ICML 2026 Poster
https://openreview.net/forum?id=GcB3a6IonG
icml2026.csv
2,026
ICML
The Signal is in the Steps: Local Scoring for Reasoning Data Selection
Hoang Anh Just; Myeongseob Ko; Ruoxi Jia
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
CodeClash: Benchmarking Goal-Oriented Software Engineering
John Yang; Kilian Lieret; Joyce Yang; Carlos Jimenez; Muhtasham Oblokulov; Aryan Siddiqui; Ofir Press; Ludwig Schmidt; Diyi Yang
ICML 2026 Poster
https://openreview.net/forum?id=SW2D390ePP
icml2026.csv
2,026
ICML
MA$^3$S: Model-Agnostic Active Annotation Strategy for Crowdsourcing
Liangxiao Jiang; Liangxiao Jiang; Chaoqun Li; Shanshan Si
ICML 2026 Poster
https://openreview.net/forum?id=Z3WwECYvgL
icml2026.csv
2,026
ICML
FLIP2: Expanding Protein Fitness Landscape Benchmarks for Real-World Machine Learning Applications
Kieran Didi; Sarah Alamdari; Alex Lu; Bruce Wittmann; Kadina Johnston; Ava Amini; Ali Madani; Maya Czeneszew; Christian Dallago; Kevin Yang
ICML 2026 Poster
https://openreview.net/forum?id=Ue8aOgz9T9
icml2026.csv
2,026
ICML
When Is Symbolic Regression Tractable?
Adil Soubki; Miles Cranmer
ICML 2026 Poster
https://openreview.net/forum?id=VnQJliq17X
icml2026.csv
2,026
ICML
Privacy Risks of Agentic Inferential Capabilities in Data Linkage Attacks
Myeongseob Ko; Jihyun Jeong; Sumiran Thakur; Gyuhak Kim; Ruoxi Jia
ICML 2026 Poster
https://openreview.net/forum?id=Kux5q1mL1x
icml2026.csv
2,026
ICML
MetaMoE: Diversity-Aware Proxy Selection for Privacy-Preserving Mixture-of-Experts Unification
Weisen Jiang; Shuhao Chen; Sinno Jialin Pan
ICML 2026 Poster
https://openreview.net/forum?id=WM9haplntn
icml2026.csv
2,026
ICML
DLM-Scope: Mechanistic Interpretability of Diffusion Language Models via Sparse Autoencoders
Xu Wang; Bingqing Jiang; Yu Wan; Baosong Yang; Lingpeng Kong; Difan Zou
ICML 2026 Poster
https://openreview.net/forum?id=Z9cuAhhIbU
icml2026.csv
2,026
ICML
CL-GCL: Comprehensive and Lightweight Graph Contrastive Learning
Jianqing Liang; Xinkai Wei; Zhiqiang Li
ICML 2026 Poster
https://openreview.net/forum?id=bl2EkyUDEn
icml2026.csv
2,026
ICML
$\texttt{FlashSchNet}$: Fast and Accurate Coarse-Grained Neural Network Molecular Dynamics
Pingzhi Li; Hongxuan Li; Zirui Liu; Xingcheng Lin; Tianlong Chen
ICML 2026 Poster
https://openreview.net/forum?id=bu6M0Bo6PO
icml2026.csv
2,026
ICML
T-GINEE: A Tensor-Based Multi-Graph Representation Learning
Maolin Wang; Xuhui Chen; ZiTing Mai; Zhiqi Li; Tianshuo Wei; Yutian Xiao; Wenlin Zhang; Wanyu Wang; Ruocheng Guo; Haoxuan Li; Zenglin Xu; Xiangyu Zhao
ICML 2026 Poster
https://openreview.net/forum?id=hllyaNwbOz
icml2026.csv
2,026
ICML
CyberCycle: Scalable Real-World Benchmark for AI Agents' End-to-End Cybersecurity Capabilities
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
ICML 2026 Poster
https://openreview.net/forum?id=jXaBRLQrcM
icml2026.csv
2,026
ICML
TaRO: Temporal-Aware Reasoning Optimization for Video Temporal Grounding
Minghang Zheng; Zihao Yin; YI YANG; Yuxin Peng; Yang Liu
ICML 2026 Poster
https://openreview.net/forum?id=l3PTeygTS0
icml2026.csv
2,026
ICML
TQL: Scaling Q-Functions with Transformers by Preventing Attention Collapse
Perry Dong; Kuo-Han Hung; Alexander Swerdlow; Dorsa Sadigh; Chelsea Finn
ICML 2026 Poster
https://openreview.net/forum?id=lwHSE1xYHH
icml2026.csv