year int64 | conference string | title string | authors string | venue_or_track string | url string | source_file string |
|---|---|---|---|---|---|---|
2,026 | ICML | Foundations of Equivariant Deep Learning: Unifying Graph and Sheaf Neural Networks | Yoshihiro Maruyama | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | Unsupervised Partner Design Enables Robust Ad-hoc Teamwork | Constantin Ruhdorfer; Matteo Bortoletto; Victor Oei; Anna Penzkofer; Andreas Bulling | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | Anchor-Final Self-Supervision Drives Hallucination-Aware Optimization in Large Vision-Language Models | Jiaxi Liu; Yifeng Yang; Xinbing Wang; Qinying Gu; Nanyang Ye | ICML 2026 Poster | https://openreview.net/forum?id=Smm2KRLqx5 | icml2026.csv |
2,026 | ICML | D-ARL: A Distribution-Matched Asynchronous Reinforcement Learning Framework for Language Reasoning | 白 寅岐; Xialiang Tong; Jie Wang; Hongyu Liu; Longdi Pan; Jiashuo Li; Zehao Wang; Jianye Hao; Mingxuan Yuan; Feng Wu | ICML 2026 Poster | https://openreview.net/forum?id=yRbIv7Zd4q | icml2026.csv |
2,026 | ICML | Neural-HSS: Hierarchical Semi-Separable Neural PDE Solver | Pietro Sittoni; Emanuele Zangrando; Angelo Alberto Casulli; Nicola Guglielmi; Francesco Tudisco | ICML 2026 Poster | https://openreview.net/forum?id=ySwE6xymYR | icml2026.csv |
2,026 | ICML | RoboMME: Benchmarking and Understanding Memory for Robotic Generalist Policies | Yinpei Dai; Hongze Fu; Jayjun Lee; Yuejiang Liu; Haoran Zhang; Jianing Yang; Chelsea Finn; Nima Fazeli; Joyce Chai | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | Optimal and Scalable MAPF via Multi-Marginal Optimal Transport and Schrödinger Bridges | Usman A Khan; Joseph Durham | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | The Sign Estimator: Preference Modeling for LLM Alignment under Heterogeneity | Aymane El Gadarri; Ali Aouad; Vivek Farias | ICML 2026 Poster | https://openreview.net/forum?id=SyTeWTEex3 | icml2026.csv |
2,026 | ICML | Learning Human-Robot Collaboration via Heterogeneous-Agent Lyapunov Policy Optimization | Hao Zhang; Yaru Niu; Yikai Wang; Ding Zhao; Eric Tseng | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | Optimal Decision-Making Based on Prediction Sets | Tao Wang; Edgar Dobriban | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | Minimax Optimal Strategy for Delayed Observations in Online Reinforcement Learning | Harin Lee; Kevin Jamieson | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | Maximum Likelihood Reinforcement Learning | Fahim Tajwar; Guanning Zeng; Yueer Zhou; Yuda Song; Daman Arora; Yiding Jiang; Jeff Schneider; Russ Salakhutdinov; Haiwen Feng; Andrea Zanette | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | Chebyshev Policies and the Mountain Car Problem: Reinforcement Learning for Low-dimensional Control Tasks | Stefan Huber; Hannes Unger; Georg Schäfer; Jakob Rehrl | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | Statistical Early Stopping for Reasoning Models | Yangxinyu Xie; Tao Wang; Soham Mallick; Yan Sun; Georgy Noarov; Mengxin Yu; Tanwi Mallick; Edgar Dobriban | ICML 2026 Poster | https://openreview.net/forum?id=TJshRZDdyW | icml2026.csv |
2,026 | ICML | Mixture Prototype Flow Matching for Open-Set Supervised Anomaly Detection | Fuyun Wang; Yuanzhi Wang; Xu Guo; Sujia Huang; Tong Zhang; Dan Wang; Hui Yan; Xin Liu; Zhen Cui | ICML 2026 Poster | https://openreview.net/forum?id=91gJ3Zp2lT | icml2026.csv |
2,026 | ICML | The Geometry of Narrow Fine-Tuning Degradation: Trajectory Lock-in and Spectral Bifurcation | Jia Liu; Jiaxin Luo; Xinhao Qiu; Yixue Hao; Min Chen | ICML 2026 Poster | https://openreview.net/forum?id=U7HBymjLQl | icml2026.csv |
2,026 | ICML | FLAG: Foundation model representation with Latent diffusion Alignment via Graph for spatial gene expression prediction | Qi Si; Penglei Wang; Yushuai Wu; Yifeng Jiao; Xuyang Liu; Xin Guo; Yuan Qi; Yuan Cheng | ICML 2026 Poster | https://openreview.net/forum?id=yY7rywRtlI | icml2026.csv |
2,026 | ICML | A Linearly Convergent Proximal Subgradient Algorithm for Sparse Portfolio Optimization with Transaction Cost | Xiaoting Yao; Na Zhang | ICML 2026 Poster | https://openreview.net/forum?id=yZAo4TPqhE | icml2026.csv |
2,026 | ICML | Towards Sub-second Biological Foundation Model Infrastructure: A Quantized Consistency Diffusion Framework for Molecular Docking | Kexin Zhang; Weichen Qin; Yue Teng; Jiale Yu; Yuanyuan Ma; jinyu lin; Liping Sun; Jie Zheng; Jingyi Yu | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | Rex: A Family of Reversible Exponential (Stochastic) Runge-Kutta Solvers | Zander Blasingame; Chen Liu | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | From Feasible to Practical: Pareto-Optimal Synthesis Planning | Friedrich Hastedt; Dongda Zhang; Antonio Del rio chanona | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | VALUEFLOW: Toward Pluralistic and Steerable Value-based Alignment in Large Language Models | Woojin Kim; Sieun Hyeon; Jusang Oh; Jaeyoung Do | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | The Obfuscation Atlas: Mapping Where Honesty Emerges in RLVR with Deception Probes | Mohammad Taufeeque; Stefan Heimersheim; Adam Gleave; Chris Cundy | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | Context Tuning for In-Context Optimization | Jack Lu; Ryan Teehan; Zhenbang Yang; Mengye Ren | ICML 2026 Poster | https://openreview.net/forum?id=UAJehyOPTS | icml2026.csv |
2,026 | ICML | Understanding Reasoning Collapse in LLM Agent Reinforcement Learning | Zihan (Zenus) Wang; Chi Gui; Xing Jin; Qineng Wang; Licheng Liu; Kangrui Wang; Shiqi Chen; Linjie Li; Zhengyuan Yang; Pingyue Zhang; Yiping Lu; Jiajun Wu; Li Fei-Fei; Lijuan Wang; Yejin Choi; Manling Li | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | MAS-ProVe: Understanding the Process Verification of Multi-Agent Systems | Vishal Venkataramani; Haizhou Shi; Zixuan Ke; Austin Xu; Xiaoxiao He; Yingbo Zhou; Semih Yavuz; Hao Wang; Shafiq Joty | ICML 2026 Poster | https://openreview.net/forum?id=UoM3G7nKr0 | icml2026.csv |
2,026 | ICML | TG-RAG: A Retrieval-Augmented Framework for Reasoning Guidance in Specialized Domains | Liang Su; Mingyang Zhang; Yun Xiong; Tengfei LIU; Siwei Zhang; Xi Chen; Li Sun | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | SuCo: Sufficiency-guided Continuous Adaptive Reasoning | Jiahao Wang; Bingyu Liang; Chenhao Hu; Longhui Zhang; Xuebo Liu; Min zhang; Jing Li; Xuelong Li | ICML 2026 Poster | https://openreview.net/forum?id=VHYljDMosS | icml2026.csv |
2,026 | ICML | Evaluating Robustness of Reasoning Models on Parameterized Logical Problems | Naïm Es-sebbani; Esteban Marquer; Yakoub Salhi; Zied Bouraoui | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | LEAP: Zone-Aware MCTS for LLM Self-Speculative Decoding | LeiQuan Zheng; Yuan Liu | ICML 2026 Poster | https://openreview.net/forum?id=VrI9sWkJB1 | icml2026.csv |
2,026 | ICML | VLM-RobustBench: A Comprehensive Benchmark for Robustness of Vision-Language Models | Rohit Saxena; Alessandro Suglia; Pasquale Minervini | ICML 2026 Poster | https://openreview.net/forum?id=HwXyyvK7ZJ | icml2026.csv |
2,026 | ICML | MuonSSM: Orthogonalizing State Space Models for Sequence Modeling | Thai Khanh Nguyen; Ngoc Bich Uyen Vo; Thieu Vo; Tan Nguyen; Cuong Pham | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | ECHO: Elastic Speculative Decoding with Sparse Gating for High-Concurrency Scenarios | Xinyi Hu; Yuhao Shen; Zhang Baolin; Hengxin Zhang; Jun Dai; Shuang Ge; Chen Lei; Yue Li; Mingcheng Wan | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | Propose, Solve, Verify: Self-Play Through Formal Verification | Alex Wilf; Pranjal Aggarwal; Bryan Parno; Daniel Fried; Louis-Philippe Morency; Paul Pu Liang; Sean Welleck | ICML 2026 Poster | https://openreview.net/forum?id=Vuaq1qXCki | icml2026.csv |
2,026 | ICML | Detecting the Semantic Fixed Point: A Geometric Framework for Efficient Inference | Jiawei Gu; Ziyue Qiao; Xiao Luo | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | Revenue Efficiency of Correlated Equilibria in First Price Auctions | Anders Bo Ipsen; Stratis Skoulakis | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | xKV: Cross-Layer KV-Cache Compression via Aligned Singular Vector Extraction | Chi-Chih Chang; Wei-Cheng Lin; Chien-Yu Lin; Hung-Yueh Chiang; Yash Akhauri; Xilai Dai; Huiqiang Jiang; Yucheng Li; Kai-Chiang Wu; Luis Ceze; Mohamed Abdelfattah | ICML 2026 Poster | https://openreview.net/forum?id=XDb69lykA8 | icml2026.csv |
2,026 | ICML | On the Convergence Rate of LoRA Gradient Descent | Siqiao Mu; Diego Klabjan | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | Differentiable Conformal Training for LLM Reasoning Factuality | Nathan Hittesdorf; Marco Salzetta; Lu Cheng | ICML 2026 Poster | https://openreview.net/forum?id=XfndtVLIub | icml2026.csv |
2,026 | ICML | Mixtures Closest To A Given Measure: A Semidefinite Programming Approach | Srećko Ðurašinović; Jean B Lasserre; Victor Magron | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | Asymmetric Perturbation in Solving Bilinear Saddle-Point Optimization | Kenshi Abe; Mitsuki Sakamoto; Kaito Ariu; Atsushi Iwasaki | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | PhotoAgent: Exploratory Visual Aesthetic Planning with Large Vision Models | Mingde Yao; Zhiyuan You; King-Man Tam; Menglu Wang; Tianfan Xue | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | Motion Attribution for Video Generation | Xindi Wu; Despoina Paschalidou; Jun Gao; Antonio Torralba; Laura Leal-Taixé; Olga Russakovsky; Sanja Fidler; Jonathan Lorraine | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | Automated Formal Proofs of Combinatorial Identities via Wilf–Zeilberger Guidance and LLMs | Beibei Xiong; Hangyu Lv; Junqi Liu; Yisen Wang; Shaoshi Chen; Jianlin Wang; Zhengfeng Yang; Lihong Zhi | ICML 2026 Poster | https://openreview.net/forum?id=Xxq7fcQUNR | icml2026.csv |
2,026 | ICML | CLEAR: Context-Aware Learning with End-to-End Mask-Free Inference for Adaptive Subtitle Removal | Qingdong He; Chaoyi Wang; Peng TANG; Yifan Yang; Xiaobin Hu | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | See First, Reason Later: Mutual Information-Guided Reinforcement Learning for Vision-Language Models | Junfeng Fang; Zonghan Wu; Yin Zhang; Jiaxuan Zhao; Zengxiang Li; Kun Wang; Qingsong Wen; Yilei Shao | ICML 2026 Poster | https://openreview.net/forum?id=Y1PXB8HBV7 | icml2026.csv |
2,026 | ICML | Large-scale Uncertainty Quantification for Latent Variable Models Using Subsampling Markov Chain Monte Carlo | Xiaoyu Wang; Jonathan Huggins | ICML 2026 Poster | https://openreview.net/forum?id=REezhltCeh | icml2026.csv |
2,026 | ICML | Are VLMs Seeing or Just Saying? Uncovering the Illusion of Visual Re-examination | Chufan Shi; Cheng Yang; Yaokang Wu; Linghao Jin; Bo Shui; Taylor Berg-Kirkpatrick; Xuezhe Ma | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | Guaranteed Optimal Compositional Explanations for Neurons | Biagio La Rosa; Leilani Gilpin | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | Curriculum-Guided Layer Scaling for Language Model Pretraining | Karanpartap Singh; Neil Band; Ehsan Adeli | ICML 2026 Poster | https://openreview.net/forum?id=YIOVZ7Xmoo | icml2026.csv |
2,026 | ICML | AI Engram: In Search of Memory Traces in Artificial Intelligence | Jea Kwon; Dong-Kyum Kim; Jiwon Kim; Yonghyun Kim; Woong Kook; MEEYOUNG CHA | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | A Systematic Study of Behavioral Cloning for Scientific Data Annotation | Ishaan Singh Chandok; Core Francisco Park | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | DocVAL: Validated Chain-of-Thought Distillation for Grounded Document VQA | Pinaki Prasad Guha Neogi; Ahmad Mohammadshirazi; Ser-Nam Lim; Rajiv Ramnath | ICML 2026 Poster | https://openreview.net/forum?id=Ygg3KJPeT6 | icml2026.csv |
2,026 | ICML | Riemannian Metric Matching for Scalable Geometric Modeling of Distributions | Jacob Bamberger; Adam Gosztolai; Pierre Vandergheynst; Michael Bronstein; Iolo Jones | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | The Quality-Utility Paradox: Why High-Reward Data Impairs Small Model Reasoning | Haolong Qian; Xianliang Yang; Ma yinuo; Lirong Che; Feng Lu; Ye Guo; Lei Song; Jiang Bian; Chun Yuan | ICML 2026 Poster | https://openreview.net/forum?id=ZL2XH58JTi | icml2026.csv |
2,026 | ICML | TRIP-Bench: A Benchmark for Long-Horizon Interactive Agents in Real-World Scenarios | Yuanzhe Shen; Zisu Huang; Zhengyuan Wang; Muzhao Tian; Zhengkang Guo; Chenyang Zhang; Shuaiyu Zhou; Zengjie Hu; Dailin Li; Kaimin Wang; Wenhao Liu; Tianlong Li; feng hong; Cao Liu; Ke Zeng | ICML 2026 Poster | https://openreview.net/forum?id=bF1V9A56d3 | icml2026.csv |
2,026 | ICML | LASER: Learning Active Sensing for Continuum Field Reconstruction | Huayu Deng; Jinghui Zhong; Xiangming Zhu; Yunbo Wang; Xiaokang Yang | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | DiScoFormer: Plug-In Density and Score Estimation with Transformers | Vasily Ilin; Peter Sushko; Ranjay Krishna | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | TwinQuant: Learnable Subspace Decomposition for 4-Bit LLM Quantization | Haodong WANG; Junjie Liu; Zicong Hong; Qianli Liu; Jian Lin; Song Guo; Xu Chen | ICML 2026 Poster | https://openreview.net/forum?id=ahYRAjx7UG | icml2026.csv |
2,026 | ICML | Protein Fold Classification at Scale: Benchmarking and Pretraining | Dexiong Chen; Andrei Manolache; Mathias Niepert; Karsten Borgwardt | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | Protein Autoregressive Modeling via Multiscale Structure Generation | Yanru Qu; Cheng-Yen Hsieh; Zaixiang Zheng; Ge Liu; Quanquan Gu | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | EvoMAS: Heuristics in the Loop—Evolving Smarter Agentic Workflows | Yangbo Wei; Zhen Huang; Ronghao Xu; Hong Wang; WEI XING | ICML 2026 Poster | https://openreview.net/forum?id=cdWnpXkcQo | 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 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | Block Rotation is All You Need for MXFP4 Quantization | Yuantian Shao; Peisong Wang; Yuanteng Chen; Chang Xu; Zhihui Wei; Jian Cheng | ICML 2026 Poster | https://openreview.net/forum?id=cyR2FtZzY1 | icml2026.csv |
2,026 | ICML | Swift-SVD: Theoretical Optimality Meets Practical Efficiency in Low-Rank LLM Compression | Ruoling Qi; Yirui Liu; Xuaner Wu; Xiangyu Wang; Ming Li; Chen Chen; Jian Chen; Yin Chen; Qizhen Weng | ICML 2026 Poster | https://openreview.net/forum?id=nAQ4h8FpdM | icml2026.csv |
2,026 | ICML | When Labelers Stay Silent: The Power of Ties in Cost-Effective Preference Learning | JIAQI LYU; Zihan Zhang; CJ Y; Shiyu Xia; Ning Xu; Xin Geng | ICML 2026 Poster | https://openreview.net/forum?id=dXY80mjA7D | icml2026.csv |
2,026 | ICML | Optimal Statistical Guarantees for Diffusion Models on Low-Dimensional, Multi-Modal Data | Jingda Wu; Changxiao Cai | ICML 2026 Poster | https://openreview.net/forum?id=L5JTAPUdbQ | icml2026.csv |
2,026 | ICML | daVinci-Dev: Agent-native Mid-training for Software Engineering | 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 | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | Benchmarking at the Edge of Comprehension | Samuele Marro; Jialin Yu; Emanuele La Malfa; Oishi Deb; Jiawei Li; Yibo Yang; Ebey Abraham; Sunando Sengupta; Eric Sommerlade; Michael Wooldridge; Phil Torr | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | HGMem: Hypergraph-based Working Memory to Improve Multi-step RAG for Long-Context Complex Relational Modeling | Chulun Zhou; Chunkang Zhang; Guoxin Yu; Fandong Meng; Jie Zhou; Wai Lam; Mo Yu | ICML 2026 Poster | https://openreview.net/forum?id=dvrq3GX7qL | icml2026.csv |
2,026 | ICML | OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration | Shaobo Wang; Xuan Ouyang; Tianyi Xu; Yuzheng Hu; Jialin Liu; Guo Chen; Tianyu Zhang; Junhao Zheng; Kexin Yang; Xingzhang Ren; Dayiheng Liu; Linfeng Zhang | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | Textual Stochastic Gradient Descent: Discrete Optimization of External Memory for Reasoning Language Agents | Jian Li; Hua Huang | ICML 2026 Poster | https://openreview.net/forum?id=zVv11MhFLD | icml2026.csv |
2,026 | ICML | Learning Unmasking Policies for Diffusion Language Models | Metod Jazbec; Theo X. Olausson; Louis Béthune; Pierre Ablin; Michael Kirchhof; Joao Monteiro; Victor Guilherme Turrisi da Costa; Jason Ramapuram; Marco Cuturi | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | Unbiased Alignment for Large Language Models with Noisy Preferences | Jialiang Wang; Xianming Liu; Xiong Zhou; Hui Liu; Haoliang Li | ICML 2026 Poster | https://openreview.net/forum?id=eMQsdioK8z | icml2026.csv |
2,026 | ICML | Beyond Sunk Costs: Boosting LLM Pre-training Efficiency via Orthogonal Growth of Mixture-of-Experts | Ruizhe Wang; Yucheng Ding; Xiao Liu; Yaoxiang Wang; Peng CHENG; Baining Guo; Zheng-Jun Zha; Yeyun Gong | ICML 2026 Poster | https://openreview.net/forum?id=fDZZXgdx2F | icml2026.csv |
2,026 | ICML | One LR Doesn’t Fit All: Heavy-Tail Guided Layerwise Learning Rates for LLMs | Di He; Songjun Tu; Keyu Wang; Lu Yin; Shiwei Liu | ICML 2026 Poster | https://openreview.net/forum?id=fs9KaJyhRO | icml2026.csv |
2,026 | ICML | PRISM: Demystifying Retention and Interaction in Mid-Training | Bharat Runwal; Ashish Agrawal; Anurag Roy; Rameswar Panda | ICML 2026 Poster | https://openreview.net/forum?id=giNBsVVFGt | icml2026.csv |
2,026 | ICML | BPDQ: Bit-Plane Decomposition Quantization on a Variable Grid for Large Language Models | Junyu Chen; Jungang Li; Jing Xiong; Wenjie Wang; Qingyao Yang; He Xiao; Zhen Li; Taiqiang Wu; Mengzhao Chen; Zhen Peng; Chaofan Tao; Long Shi; Hongxia Yang; Ngai Wong | ICML 2026 Poster | https://openreview.net/forum?id=hIFa2QxEiC | icml2026.csv |
2,026 | ICML | Reasoning LLM Improves Speaker Recognition in Long-form TV Dramas | Yuxuan Li; Lingxi Xie; Xinyue Huo; Jihao Qiu; Jiacheng Shao; Pengfei Chen; Jiannan Ge; Kaiwen Duan; Qi Tian | ICML 2026 Poster | https://openreview.net/forum?id=h3TLVeukMA | icml2026.csv |
2,026 | ICML | The Optimal Token Baseline: Variance Reduction for Long-Horizon LLM-RL | Yingru Li; Jiawei Xu; Ziniu Li; Jiacai Liu; Wei Liu; Yuxuan Tong; Longtao Zheng; Zhenghai Xue; Yaxiang Zhang; Tianle Cai; Ge Zhang; Qian Liu; Baoxiang Wang | ICML 2026 Poster | https://openreview.net/forum?id=hpxI4Mndt4 | icml2026.csv |
2,026 | ICML | Diffusion Language Model Parallel Decoding via Product-of-Experts Bridge | Juntong Shi; Brian Trippe; Jure Leskovec; Stefano Ermon; Minkai Xu | ICML 2026 Poster | https://openreview.net/forum?id=iA7hUqvsvz | icml2026.csv |
2,026 | ICML | From Outcomes to Actions: Leveraging Hindsight for Long-Horizon Language Agent Training | Zishang Jiang; tingyun li; Jinyi Han; Xinyi Wang; Mengyun Qiao; Yizhou Ying; Xiaojun Meng; Jiansheng Wei; Jiaqing Liang; Yanghua Xiao | ICML 2026 Poster | https://openreview.net/forum?id=iK3yDEvQ4y | icml2026.csv |
2,026 | ICML | A Narrowing Geometry in Contaminated Reasoning | Jiakuan Xie; Pengfei Cao; Kang Liu; Jun Zhao | ICML 2026 Poster | https://openreview.net/forum?id=jXhXr53hdG | icml2026.csv |
2,026 | ICML | WinQ: Accelerating Quantization-Aware Training of Large Language Models around Saddle Points | Dongyue Li; Zechun Liu; Kai Yi; Changsheng Zhao; Zhenshuo Zhang; Raghuraman Krishnamoorthi; Harshit Khaitan; Hongyang Zhang; Steven Li | ICML 2026 Poster | https://openreview.net/forum?id=lIQnUtwWVb | icml2026.csv |
2,026 | ICML | PLANTAIN: Plan-Answer Interleaved Reasoning | Anthony Liang; Jonathan Berant; Adam Fisch; Abhimanyu Goyal; Kalpesh Krishna; Jacob Eisenstein | ICML 2026 Poster | https://openreview.net/forum?id=lK2o9OjoXf | icml2026.csv |
2,026 | ICML | Navigating the Energy Landscape of Collaboration: Multi-Agent Communication Graph Generation via Score-Based Diffusion | GuanHao Zhao; Wenbo Lu; Cheng Cheng; Zhenya Huang; Wei Song; Zhiding Liu; Runze Wu; Enhong Chen | ICML 2026 Poster | https://openreview.net/forum?id=lhSg9cJUKY | icml2026.csv |
2,026 | ICML | Bridging On-Device and Cloud LLMs for Collaborative Reasoning: A Unified Methodology for Local Routing and Post-Training | Wenzhi Fang; Dong-Jun Han; Liangqi Yuan; Evan Chen; Christopher G. Brinton | ICML 2026 Poster | https://openreview.net/forum?id=m0HB67qATB | icml2026.csv |
2,026 | ICML | DiffuReason: Enhancing Reasoning Ability for Diffusion Language Models via Monte Carlo Tree Search | YIPING SONG; Jinyu You; Zhiliang Tian; Jinsong Su; Minlie Huang; Chenping Hou | ICML 2026 Poster | https://openreview.net/forum?id=NONQFNL1dE | icml2026.csv |
2,026 | ICML | TextMesh4D: Zero-shot Text-to-4D Mesh Generation | Sisi Dai; Xinxin Su; Kai Xu | ICML 2026 Poster | https://openreview.net/forum?id=IoZL3DVSHT | icml2026.csv |
2,026 | ICML | ConServe: Fine-Grained GPU Harvesting for LLM Online and Offline Co-Serving | Yifan Qiao; Shan Yu; Shu Anzai; Haoran Ma; Shuo Yang; Yang Wang; Miryung Kim; Yongji Wu; Yang Zhou; Jiarong Xing; Joseph E Gonzalez; Ion Stoica; Harry Xu | ICML 2026 Poster | https://openreview.net/forum?id=eKfWG67mZB | icml2026.csv |
2,026 | ICML | On the Generalization Gap in Self-Evolving Language Model Reasoning | Zhenting Qi; Susanna Maria Baby; Stefanie Baby; Kan Yuan; Da-Cheng Juan; Tu Vu; Andrew Tomkins; Cyrus Rashtchian | ICML 2026 Poster | https://openreview.net/forum?id=mnUidYi5qO | icml2026.csv |
2,026 | ICML | OTora: A Unified Red Teaming Framework for Reasoning-Level Denial-of-Service in LLM Agents | Xinyu Li; ronghui mu; Lin Li; Tianjin Huang; Gaojie Jin | ICML 2026 Poster | https://openreview.net/forum?id=n6smFKXQWg | icml2026.csv |
2,026 | ICML | ANCHOR: Abductive Network Construction with Hierarchical Orchestration for Reliable Probability Inference in Large Language Models | Wentao Qiu; Guanran Luo; Zhongquan Jian; Jingqi Gao; Meihong Wang; Qingqiang Wu | ICML 2026 Poster | https://openreview.net/forum?id=no1Tgzkw0x | icml2026.csv |
2,026 | ICML | Long-Context Modeling with Dynamic Hierarchical Sparse Attention for Memory-Constrained LLM Inference | Siheng Xiong; Joe Zou; Faramarz Fekri; Yae Jee Cho | ICML 2026 Poster | https://openreview.net/forum?id=o3gN27ITWV | icml2026.csv |
2,026 | ICML | Attribution-Guided and Coverage-Maximized Pruning for Structural MoE Compression | Yifu Ding; jiacheng wang; Ge Yang; Yongcheng Jing; Jinyang Guo; Xianglong Liu; Dacheng Tao | ICML 2026 Poster | https://openreview.net/forum?id=oreET6Wz52 | icml2026.csv |
2,026 | ICML | Learning syntax without semantics: Disentangled tiny language models | Ezra Winston; Zico Kolter | ICML 2026 Poster | https://openreview.net/forum?id=p7HVrmZwWB | icml2026.csv |
2,026 | ICML | ConPress: Learning Efficient Reasoning from Multi-Question Contextual Pressure | Jie Deng; Shining Liang; Jun Li; Hongzhi Li; Yutao Xie | ICML 2026 Poster | https://openreview.net/forum?id=piXLPucLRA | icml2026.csv |
2,026 | ICML | Skip a Layer or Loop It? Learning Program-of-Layers in LLMs | Ziyue Li; Yang Li; Tianyi Zhou | ICML 2026 Poster | https://openreview.net/forum?id=pl10b6EQAN | icml2026.csv |
2,026 | ICML | Scaling-Aware Adapter for Structure-Grounded LLM Reasoning | Zihao Jing; QIUHAO Zeng; Ruiyi Fang; Yan Li; Yan Sun; Boyu Wang; Pingzhao Hu | ICML 2026 Poster | https://openreview.net/forum?id=ql7SeCTnvu | icml2026.csv |
2,026 | ICML | GEM: Geometric Entropy Mixing for Optimal LLM Data Curation | Yue Min; Ziyun Qiao; Ruining Chen; Yujun Li | ICML 2026 Poster | https://openreview.net/forum?id=qubIJ4i1XQ | icml2026.csv |
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