year int64 | conference string | title string | authors string | venue_or_track string | url string | source_file string |
|---|---|---|---|---|---|---|
2,026 | ICML | Message Passing on the Edge: Towards Scalable and Expressive GNNs | Pablo Barcelo; Fabian Jogl; Alexander Kozachinskiy; Matthias Lanzinger; Stefan Neumann; Cristobal Rojas | ICML 2026 Poster | https://openreview.net/forum?id=DvvEByY0Xa | icml2026.csv |
2,026 | ICML | A Stronger Benchmark for Online Bilateral Trade: From Fixed Prices to Distributions | Anna Lunghi; Mattia Piccinato; Matteo Castiglioni; Alberto Marchesi | ICML 2026 Poster | https://openreview.net/forum?id=M52jcbntdB | icml2026.csv |
2,026 | ICML | Regret Minimization With a Crowd of Awakening Experts | Anna Lunghi; Gianmarco Genalti; Alberto Marchesi; Matteo Castiglioni | ICML 2026 Poster | https://openreview.net/forum?id=5FgZu0LMfq | icml2026.csv |
2,026 | ICML | Rethinking GNNs and Missing Features: Challenges, Evaluation and a Robust Solution | Francesco Ferrini; Veronica Lachi; Antonio Longa; Bruno Lepri; Akiyoshi Matono; Andrea Passerini; Xin Liu; Manfred Jaeger | ICML 2026 Poster | https://openreview.net/forum?id=E4gftzjqoh | icml2026.csv |
2,026 | ICML | GFMate: Empowering Graph Foundation Models with Pre-training-agnostic Test-time Prompt Tuning | Yan Jiang; Ruihong Qiu; Zi Huang | ICML 2026 Poster | https://openreview.net/forum?id=GdyuWMAH8P | icml2026.csv |
2,026 | ICML | Generalist Graph Anomaly Detection via Prototype-Based Distillation | Yiming Xu; Zihan Chen; Zhen Peng; Song Wang; Bin Shi; Bo Dong; Chao Shen | ICML 2026 Poster | https://openreview.net/forum?id=QZa5zaj2oP | icml2026.csv |
2,026 | ICML | Sheaf Neural Networks on SPD Manifolds: Second-Order Geometric Representation Learning | Yuhan Peng; Junwen Dong; Yuzhi Zeng; Hao Li; Ce Ju; Huitao Feng; Diaaeldin Taha; Anna Wienhard; Kelin Xia | ICML 2026 Poster | https://openreview.net/forum?id=Qbe2cfNfn1 | icml2026.csv |
2,026 | ICML | The Cylindrical Representation Hypothesis for Language Model Steering | Lang Gao; Jinghui Zhang; Wei Liu; Fengxian Ji; Chenxi Wang; Zirui Song; Akash Ghosh; Youssef Mohamed; Preslav Nakov; Xiuying Chen | ICML 2026 Poster | https://openreview.net/forum?id=SHEiCnm2xB | icml2026.csv |
2,026 | ICML | Revisiting Positive Samples in Graph Contrastive Learning: From the Perspective of Message Passing | Lianze Shan; Ningchong Wang; Jitao Zhao; Di Jin; Dongxiao He | ICML 2026 Poster | https://openreview.net/forum?id=YkUsqcPYkU | icml2026.csv |
2,026 | ICML | Do LLMs “Feel”? Emotion Circuits Discovery and Control | Chenxi Wang; Yixuan Zhang; Ruiji Yu; Yufei Zheng; Lang Gao; Zirui Song; Zixiang Xu; Gus xia; Huishuai Zhang; Dongyan Zhao; Xiuying Chen | ICML 2026 Poster | https://openreview.net/forum?id=a8N0nRG3jA | icml2026.csv |
2,026 | ICML | Normality Calibration in Semi-supervised Graph Anomaly Detection | Guolei Zeng; Hezhe Qiao; Guoguo Ai; Jinsong Guo; Guansong Pang | ICML 2026 Poster | https://openreview.net/forum?id=ifjUMvvY05 | icml2026.csv |
2,026 | ICML | Coordinated Disentanglement with Iterative Mode Discovery Under Hidden Correlations | Rong Hu; Ling Chen | ICML 2026 Poster | https://openreview.net/forum?id=Ocx8Ccodt9 | icml2026.csv |
2,026 | ICML | APE-Bench: Evaluating Automated Proof Engineering for Formal Math Libraries | Huajian Xin; Zheng Yuan; Jacques Fleuriot; Wenda Li | ICML 2026 Poster | https://openreview.net/forum?id=OjeKfGXLOn | icml2026.csv |
2,026 | ICML | Generative Representation Learning on Hyper-relational Knowledge Graphs via Masked Discrete Diffusion | Jaejun Lee; Seheon Kim; Joyce Whang | ICML 2026 Poster | https://openreview.net/forum?id=lRZmoqiAPg | icml2026.csv |
2,026 | ICML | Modeling Spectral Energy Shifts in Spatio-Temporal Graph Anomaly Detection | Yilin Liu; Hongchao Zhang; Ahmad Taha; Taylor T Johnson; Meiyi Ma | ICML 2026 Poster | https://openreview.net/forum?id=sgNhWbqXfJ | icml2026.csv |
2,026 | ICML | Towards Generative Graph Matching for Graph Edit Distance Computation | Wei Huang; Hanchen Wang; Dong Wen; Wenjie Zhang; Ying Zhang; Xuemin Lin | ICML 2026 Poster | https://openreview.net/forum?id=thuyfHsRIu | icml2026.csv |
2,026 | ICML | Rotary Position Encodings for Graphs | Isaac Reid; Arijit Sehanobish; Cederik Höfs; Bruno Mlodozeniec; Leonhard Vulpius; Federico Barbero; Adrian Weller; Krzysztof Choromanski; Richard E Turner; Petar Veličković | ICML 2026 Poster | https://openreview.net/forum?id=trn64znfNx | icml2026.csv |
2,026 | ICML | AsyncSpade: Efficient Test-Time Scaling with Asynchronous Sparse Decoding | Shuqing Luo; Yilin Guan; Pingzhi Li; Hanrui Wang; Tianlong Chen | ICML 2026 Poster | https://openreview.net/forum?id=avVTEzRgba | icml2026.csv |
2,026 | ICML | What Information Matters? Graph Out-of-Distribution Detection via Tri-Component Information Decomposition | Danny Wang; Ruihong Qiu; Zi Huang | ICML 2026 Poster | https://openreview.net/forum?id=ySUfgY6twT | icml2026.csv |
2,026 | ICML | Procedural Generation Of Algorithm Discovery Tasks in Machine Learning | Alexander D. Goldie; Zilin Wang; Adrian Hayler; Deepak Nathani; Edan Toledo; Aleksandra Kalisz; Ken Thampiratwong; Michael Beukman; Alistair Letcher; Shashank Reddy Chirra; Clarisse Wibault; Theo Wolf; Charles O'Neill; Uljad Berdica; Nicholas Roberts; Saeed Rahmani; Roberta Raileanu; Shimon Whiteson; Jakob Foe... | ICML 2026 Poster | https://openreview.net/forum?id=0Mvm3lqLjF | icml2026.csv |
2,026 | ICML | ArenaRL: Scaling RL for Open-Ended Agents via Tournament-based Relative Ranking | Qiang Zhang; Boli Chen; Fanrui Zhang; Ruixue Ding; Shihang Wang; Qiuchen Wang; Yinfeng Huang; Haonan Zhang; Rongxiang Zhu; Xin Li; Houquan zhou; Pengjun Xie; Kaipeng Zhang; Jingren Zhou; Jiawei Liu | ICML 2026 Poster | https://openreview.net/forum?id=1XUCkpEknR | icml2026.csv |
2,026 | ICML | Draft-and-Audit Reinforcement Learning for Optimization Modeling | Zeping Min; Weihang Xu; Zhengzhong You; Wotao Yin; Xinshang Wang | ICML 2026 Poster | https://openreview.net/forum?id=3rzJANFrMp | icml2026.csv |
2,026 | ICML | ComplexMCP: Evaluation of LLM Agents in Dynamic, Interdependent, and Large-Scale Tool Sandbox | Yuanyang Li; Xue Yang; Longyue Wang; Weihua Luo; Hongyang Chen | ICML 2026 Poster | https://openreview.net/forum?id=3u1M9wokD7 | icml2026.csv |
2,026 | ICML | Anomaly-Preference Image Generation | Fuyun Wang; Yuanzhi Wang; Xu Guo; Sujia Huang; Tong Zhang; Dan Wang; Xin Liu; Hui Yan; Zhen Cui | ICML 2026 Poster | https://openreview.net/forum?id=26ELwHEbQL | icml2026.csv |
2,026 | ICML | REAR: Test-time Preference Realignment through Reward Decomposition | Fuxiang Zhang; Pengcheng Wang; Chenran Li; Yi-Chen Li; Yuxin Chen; Lang Feng; Chenfeng Xu; Masayoshi Tomizuka; Bo An | ICML 2026 Poster | https://openreview.net/forum?id=4KqCBOoKk7 | icml2026.csv |
2,026 | ICML | FLARE-AI: Flaw Reporting for AI | Shayne Longpre; Elaine Zhu; Carson Ezell; Avijit Ghosh; Sean McGregor; Kevin Paeth; Kevin Klyman; Sayash Kapoor; Rishi Bommasani; Ruth Elisabeth Appel; Gregory Strom; Lauren McIlvenny; Mark Jaycox; Peter Slattery; Nathan Butters; Arvind Narayanan; Percy Liang; Alex Pentland | ICML 2026 Poster | https://openreview.net/forum?id=G7DQoPNOMZ | icml2026.csv |
2,026 | ICML | The Shadow Price of Reasoning: Economic Perspective on Optimal Budget Allocation for LLMs | Xu Wan; Speed Zhu; Jianwei Cai; Guang Chen; XiMing Huang; Wiggin Zhou; Mingyang Sun | ICML 2026 Poster | https://openreview.net/forum?id=4VKHyt93NW | icml2026.csv |
2,026 | ICML | Are Tools Always Beneficial? Learning to Invoke Tools Adaptively for Dual-Mode Multimodal LLM Reasoning | Qinghe Ma; Zhen Zhao; Yiming Wu; Jian Zhang; LEI BAI; Yinghuan Shi | ICML 2026 Poster | https://openreview.net/forum?id=66H4jMUzft | icml2026.csv |
2,026 | ICML | A Queueing-Theoretic Framework for Stability Analysis of LLM Inference with KV Cache Memory Constraints | Chengyi Nie; Nian Si; Zijie Zhou | ICML 2026 Poster | https://openreview.net/forum?id=7X91AAKL5B | icml2026.csv |
2,026 | ICML | PADA-Coder: Improving Plan-Following Code Generation via Perturbation-Verified Attention Distillation and Dynamic Alignment | Yihong Huang; KE QIN; Rongzheng Wang; Muquan Li; Jiakai Li; Xiurui Xie; Shuang Liang | ICML 2026 Poster | https://openreview.net/forum?id=7ZicVirxBC | icml2026.csv |
2,026 | ICML | Decentralized Instruction Tuning: Conflict-Aware Splitting and Weight Merging | Minsik Choi; Geewook Kim | ICML 2026 Poster | https://openreview.net/forum?id=827XA57r8F | icml2026.csv |
2,026 | ICML | Executable Agentic Memory for GUI Agent | Zerui Qin; Sheng Yue; Xingyuan Hua; Yongjian Fu; Ju Ren | ICML 2026 Poster | https://openreview.net/forum?id=8metOwZHjD | icml2026.csv |
2,026 | ICML | How RL Unlocks the Aha Moment in Geometric Interleaved Reasoning | Xiangxiang Zhang; Caijun jia; Siyuan Li; he dingyu; Xiya Xiong; Zheng Sun; Honghao He; Yuchen Wu; Bihui Yu; Linzhuang Sun; Cheng Tan; Jingxuan Wei | ICML 2026 Poster | https://openreview.net/forum?id=JT4zAf3zDs | icml2026.csv |
2,026 | ICML | Predictable Compression Failures: Order Sensitivity and Information Budgeting for Evidence-Grounded Binary Adjudication | Leon Chlon; Ahmed Karim; MarcAntonio Awada | ICML 2026 Poster | https://openreview.net/forum?id=9HpQXq9e9W | icml2026.csv |
2,026 | ICML | Maximizing the Spectral Energy Gain in Sub-1-Bit LLMs via Latent Geometry Alignment | Banseok Lee; Youngmin Kim | ICML 2026 Poster | https://openreview.net/forum?id=9TMdlXCn79 | icml2026.csv |
2,026 | ICML | Enhancing Neural Theorem Proving via High-Quality Proof Selection and Verifier Feedback | Xiaoxue Zhu; Jilin Hu; Fuyuan Zhang; Jianyu Zhang; Yongwang Zhao | ICML 2026 Poster | https://openreview.net/forum?id=B61SpkriNe | icml2026.csv |
2,026 | ICML | WhisperSplat: Lossless Steganography in 3D Gaussian Splatting | Nicole Meng; Ronak Sahu; Miao Yin; Faysal Hossain Shezan; Yingjie Lao | ICML 2026 Poster | https://openreview.net/forum?id=QSHADvAEW3 | icml2026.csv |
2,026 | ICML | Predicting Future KV Utility: Global Combinatorial Optimization for Task-Agnostic KV Cache Eviction | Ziyao Tang; Pengkun Jiao; Xinhang Chen; LiuWei Liu; Shiyong Li; Jingjing Chen | ICML 2026 Poster | https://openreview.net/forum?id=FQLxcBsKIb | icml2026.csv |
2,026 | ICML | Which LLM Multi-Agent Protocol to Choose? | Hongyi Du; Jiaqi Su; Jisen Li; Lijie Ding; Yingxuan Yang; Peixuan Han; Robert Tang; Kunlun Zhu; Jiaxuan You | ICML 2026 Poster | https://openreview.net/forum?id=GZRiXE2zBe | icml2026.csv |
2,026 | ICML | RADAR: Redundancy-Aware Diffusion for Multi-Agent Communication Structure Generation | Zhen Zhang; Wanjing Zhou; Juncheng Li; Hao Fei; Jun Wen; Wei Ji | ICML 2026 Poster | https://openreview.net/forum?id=GtpiqFaJtZ | icml2026.csv |
2,026 | ICML | Geometry-Aware Decoding with Wasserstein-Regularized Truncation and Mass Penalties for Large Language Models | Arash Gholamidavoodi; Navid Rezazadeh; Seyed Davoudi; Pouya Pezeshkpour | ICML 2026 Poster | https://openreview.net/forum?id=HSuU4xBmAv | icml2026.csv |
2,026 | ICML | Position: The Age of AI Agents Demands A New Scientific Paradigm To Sustain Trustworthy Science | Belinda Mo | ICML 2026 Poster | https://openreview.net/forum?id=Pwt0TeGUE6 | icml2026.csv |
2,026 | ICML | Bridging the Knowledge-Prediction Gap in LLMs on Multiple-Choice Questions | Yoonah Park; Haesung Pyun; Yohan Jo | ICML 2026 Poster | https://openreview.net/forum?id=I0RgZXTO53 | icml2026.csv |
2,026 | ICML | Data Difficulty and the Generalization–Extrapolation Tradeoff in LLM Fine-Tuning | Siyuan Liu; Tinghong Chen; Xinghan Li; Yifei Wang; Jingzhao Zhang | ICML 2026 Poster | https://openreview.net/forum?id=LCosvYhXvi | icml2026.csv |
2,026 | ICML | Random Scaling of Emergence Capabilities | Rosie Zhao; Tian Qin; David Alvarez-Melis; Sham Kakade; Naomi Saphra | ICML 2026 Poster | https://openreview.net/forum?id=Lp8gwhhUfU | icml2026.csv |
2,026 | ICML | Agent Learning via Early Experience | Kai Zhang; Xiangchao Chen; Bo Liu; Tianci Xue; Zeyi Liao; Zhihan Liu; xiyao wang; Yuting Ning; Zhaorun Chen; Xiaohan Fu; Jian Xie; Yuxuan Sun; Boyu Gou; Qi Qi; Zihang Meng; Jianwei Yang; Ning Zhang; Xian Li; Ashish Shah; Dat Huynh; Hengduo Li; Zi Yang; Xuefei Cao; Lawrence Jang; Shuyan Zhou; Jiacheng Zhu; Huan Sun; JAS... | ICML 2026 Poster | https://openreview.net/forum?id=N3dXUHY5dD | icml2026.csv |
2,026 | ICML | SafeSearch: Automated Red-Teaming of LLM-Based Search Agents | Jianshuo Dong; Sheng Guo; Hao Wang; Xun Chen; Zhuotao Liu; Tianwei Zhang; Ke Xu; Minlie Huang; Han Qiu | ICML 2026 Poster | https://openreview.net/forum?id=95VVL0TJNH | icml2026.csv |
2,026 | ICML | ALSO: Adversarial Online Strategy Optimization for Social Agents | Xiang Li; Liping Yi; Mingze Kong; Min Zhang; Zhongxiang Dai; Qinghua Hu | ICML 2026 Poster | https://openreview.net/forum?id=OAvNOSbhwL | icml2026.csv |
2,026 | ICML | Knowing When to Quit: A Principled Framework for Dynamic Abstention in LLM Reasoning | Hen Davidov; Nachshon Cohen; Oren Kalinsky; Yaron Fairstein; Guy Kushilevitz; Ram Yazdi; Patrick Rebeschini | ICML 2026 Poster | https://openreview.net/forum?id=R4fBnrKf3h | icml2026.csv |
2,026 | ICML | AdaMEM: Test-Time Adaptive Memory for Language Agents | Yunxiang Zhang; Yiheng Li; Ali Payani; Lu Wang | ICML 2026 Poster | https://openreview.net/forum?id=RzlmkviaNy | icml2026.csv |
2,026 | ICML | LS$^{2}$MC-GDA: A Smoothed Algorithm for Federated Stochastic Compositional Minimax Optimization | Xinwen Zhang; Richard Souvenir; Hongchang Gao | ICML 2026 Poster | https://openreview.net/forum?id=QIMOluC1AE | icml2026.csv |
2,026 | ICML | Synergistic Intra- and Cross-Layer Regularization Losses for MoE Expert Specialization | Rizhen Hu; Yuan Cao; Boao Kong; Mou Sun; Kun Yuan | ICML 2026 Poster | https://openreview.net/forum?id=S8XPQrBX5y | icml2026.csv |
2,026 | ICML | Training with Honeypots: Reshaping How LLMs Fail | Samuel Simko; Punya Pandey; Zhijing Jin; Bernhard Schölkopf | ICML 2026 Poster | https://openreview.net/forum?id=SaSbv33Mem | icml2026.csv |
2,026 | ICML | Mitigating Conversational Inertia in Multi-Turn Agents | Yang Wan; Zheng Cao; Zhenhao Zhang; Zhengwen Zeng; Shuheng Shen; Changhua Meng; Linchao Zhu | ICML 2026 Poster | https://openreview.net/forum?id=TCWXiFT7gj | icml2026.csv |
2,026 | ICML | Aligning Tree-Search Policies with Fixed Token Budgets in Test-Time Scaling of LLMs | Sora Miyamoto; Daisuke Oba; Naoaki Okazaki | ICML 2026 Poster | https://openreview.net/forum?id=TgaVuBX8dx | icml2026.csv |
2,026 | ICML | Power-Calibrated LLM Watermarking: A Statistical Framework | Xiaopu Wang; Zelin He; Chengyuan Liu; Runze Li | ICML 2026 Poster | https://openreview.net/forum?id=UGbAjDMxnk | icml2026.csv |
2,026 | ICML | Low Kruskal-Rank Adaptation | Yixing Xu; Guanchen Li; Chao Li; Xuanwu Yin; Dong Li; Spandan Tiwari; Ashish Sirasao; Emad Barsoum | ICML 2026 Poster | https://openreview.net/forum?id=UcnpfSsXtu | icml2026.csv |
2,026 | ICML | Large Language Models as Topological Thinkers: A Benchmark on Graph Persistent Homology | Hao Li; Hao Wan; Yixue Huang; Yuzhou Chen; Yulia Gel; Hao Jiang | ICML 2026 Poster | https://openreview.net/forum?id=V7gjpaYyI1 | icml2026.csv |
2,026 | ICML | Optimizing Rank for High-Fidelity Implicit Neural Representations | Julian McGinnis; Florian A. Hölzl; Suprosanna Shit; Florentin Bieder; Paul Friedrich; Mark Mühlau; bjoern menze; Daniel Rueckert; Benedikt Wiestler | ICML 2026 Poster | https://openreview.net/forum?id=2azIa9tfl3 | icml2026.csv |
2,026 | ICML | Recognize Your Orchestrator: An Entropy Dynamics Perspective for LLM Multi-Agent Systems | Junze Zhu; Weihao Chen; Xuanwang Zhang; Zhen Wu; Xinyu Dai | ICML 2026 Poster | https://openreview.net/forum?id=VMMQj6M94x | icml2026.csv |
2,026 | ICML | URS: A Unified Neural Routing Solver for Cross-Problem Zero-Shot Generalization | Changliang Zhou; Canhong Yu; Shunyu Yao; Xi Lin; Zhenkun Wang; Yu Zhou; Qingfu Zhang | ICML 2026 Poster | https://openreview.net/forum?id=pG4jfjf2g7 | icml2026.csv |
2,026 | ICML | Hierarchical Representations for Cross-task Automated Heuristic Design using LLMs | Fei Liu; Rui Zhang; Shunyu Yao; Qinglong Hu; kefeng zheng; Zhichao Lu; Qingfu Zhang | ICML 2026 Poster | https://openreview.net/forum?id=yLytuQFgeK | icml2026.csv |
2,026 | ICML | Operationalizing the Superficial Alignment Hypothesis via Task Complexity | Tomás Vergara Browne; Darshan Patil; Ivan Titov; Siva Reddy; Tiago Pimentel; Marius Mosbach | ICML 2026 Poster | https://openreview.net/forum?id=W1P3l4rI60 | icml2026.csv |
2,026 | ICML | DOT-MoE: Differentiable Optimal Transport for MoEfication | Udbhav Bamba; Arnav Chavan; Aryamaan Thakur; Deepak Gupta; Steven Teig | ICML 2026 Poster | https://openreview.net/forum?id=WrXyXq11Yc | icml2026.csv |
2,026 | ICML | Multi-Agent Teams Hold Experts Back | Aneesh Pappu; Batu El; Hancheng Cao; Carmelo di Nolfo; Yanchao Sun; Meng Cao; James Zou | ICML 2026 Poster | https://openreview.net/forum?id=Xn8kmKvO9g | icml2026.csv |
2,026 | ICML | T-POP: Test-Time Personalization with Online Preference Feedback | Zikun Qu; Min Zhang; Mingze Kong; Xiang Li; Zhiwei Shang; Zhiyong Wang; Yikun Ban; Shuang Qiu; Yao Shu; Zhongxiang Dai | ICML 2026 Poster | https://openreview.net/forum?id=Y3tTG28OO9 | icml2026.csv |
2,026 | ICML | Partial Ring Scan: Revisiting Scan Order in Vision State Space Models | Yi-Kuan Hsieh; Jun-Wei Hsieh; Xin Li; Ming-Ching Chang; Yu-Chee Tseng; Kuan-Chuan Peng | ICML 2026 Poster | https://openreview.net/forum?id=3DiK7Z4ZM8 | icml2026.csv |
2,026 | ICML | Stability-Aware Feature Design for Robust Watermark Detection in Machine-Generated Text | Sina Mansouri; Mohit Marvania; Abolfazl Safikhani | ICML 2026 Poster | https://openreview.net/forum?id=u1OeOCErbj | icml2026.csv |
2,026 | ICML | Universality, Function Composition, and Algorithm Emulation All In-Context | Hong-Yu Chen; Po-Chiao Lin; Maojiang Su; Jerry Yao-Chieh Hu; Han Liu | ICML 2026 Poster | https://openreview.net/forum?id=ZK0U30zmDY | icml2026.csv |
2,026 | ICML | Online Linear Programming for Multi-Objective Routing in LLM Serving | Zixi Chen; Yinyu Ye; Zijie Zhou | ICML 2026 Poster | https://openreview.net/forum?id=a51bLzOy1u | icml2026.csv |
2,026 | ICML | Rule2DRC: Benchmarking LLM Agents for DRC Script Synthesis with Execution-Guided Test Generation | Jinuk Kim; Junsoo Byun; Donghwi Hwang; Seong-Jin Park; Hyun Oh Song | ICML 2026 Poster | https://openreview.net/forum?id=alXhEw7Ogt | icml2026.csv |
2,026 | ICML | DECOR: Learning to Decompose and Collaborate in Deep Search via Multi-Agent Reinforcement Learning | Ruiqing Chen; Zekun Zhang; Gong-Duo Zhang; Lihong Gu; Lin Zhou | ICML 2026 Poster | https://openreview.net/forum?id=dkRAVqr347 | icml2026.csv |
2,026 | ICML | Confidence and Difficulty-Adaptive Policy Optimization for LLM Reasoning | (Andrew) Zhanke Zhou; Xiangyu Lu; Chentao Cao; Brando Miranda; Tongliang Liu; Bo Han; Sanmi Koyejo | ICML 2026 Poster | https://openreview.net/forum?id=dnpLavxTXv | icml2026.csv |
2,026 | ICML | REAL: Regression-Aware Reinforcement Learning for LLM-as-a-Judge | Yasi Zhang; Tianyu Chen; Mingyuan Zhou; Oscar Leong; Ying Nian Wu; Michal Lukasik | ICML 2026 Poster | https://openreview.net/forum?id=dy8ppwIj4o | icml2026.csv |
2,026 | ICML | Native Active Perception as Reasoning for Omni-Modal Understanding | Zhenghao Xing; Ruiyang Xu; Yuxuan Wang; Jinzheng He; Ziyang Ma; Qize Yang; Yunfei Chu; Jin Xu; Junyang Lin; Chi Wing Fu; Pheng Ann Heng | ICML 2026 Poster | https://openreview.net/forum?id=3dLPVNhFZh | icml2026.csv |
2,026 | ICML | Differential Smoothing Mitigates Sharpening and Improves LLM Reasoning | Jingchu Gai; Guanning Zeng; Huaqing ZHANG; Aditi Raghunathan | ICML 2026 Poster | https://openreview.net/forum?id=vsErYkgeeU | icml2026.csv |
2,026 | ICML | Seeing to Generalize: How Visual Data Corrects Binding Shortcuts | Nicolas Buzeta; Felipe del Rio; Cristian Hinostroza; Denis Parra; Hans Lobel; Rodrigo Toro Icarte | ICML 2026 Poster | https://openreview.net/forum?id=g6wvLLdH1l | icml2026.csv |
2,026 | ICML | SPR-RAFT: Parameter-Efficient Regression-Aware Fine-Tuning for Biomedical LLM Regression | Yuanlin Yang; Chenhui Li; Xuhao Guo; ANQI ZHANG; Hoi Leong Lee; Haodong Liu | ICML 2026 Poster | https://openreview.net/forum?id=U4z7qklYvw | icml2026.csv |
2,026 | ICML | Generalized Correctness Models: Learning Calibrated and Cross-Model Correctness Predictors from Historical Patterns | Hanqi Xiao; Vaidehi Patil; Hyunji Lee; Elias Stengel-Eskin; Mohit Bansal | ICML 2026 Poster | https://openreview.net/forum?id=g9G7qyAzki | icml2026.csv |
2,026 | ICML | Revisiting Efficiency–Accuracy Scaling in Mixture-of-Experts Architectures | Venmugil Elango; Nidhi Bhatia; Roger Waleffe; Rasoul Shafipour; Tomer Asida; Abhinav Khattar; Nave Assaf; Maximilian Golub; Joseph Guman; Tiyasa Mitra; Ritchie Zhao; Ritika Borkar; Ran Zilberstein; Mostofa Patwary; Mohammad Shoeybi; Bita Darvish Rouhani | ICML 2026 Poster | https://openreview.net/forum?id=iQRy0io4sb | icml2026.csv |
2,026 | ICML | ScalingAR: Scaling Confidence for Autoregressive Image Generation | Harold Haodong Chen; Xianfeng Wu; Wenjie Shu; Rongjin Guo; Disen Lan; Harry Yang; YINGCONG CHEN | ICML 2026 Poster | https://openreview.net/forum?id=JBEt767Naf | icml2026.csv |
2,026 | ICML | Evolutionary Generation of Multi-Agent Systems | Yuntong Hu; Matthew Trager; Yuting Zhang; Yi Zhang; Shuo Yang; Wei Xia; Stefano Soatto | ICML 2026 Poster | https://openreview.net/forum?id=ic0AGRIkmY | icml2026.csv |
2,026 | ICML | Show, Don't Tell: Morphing Latent Reasoning into Image Generation | Harold Haodong Chen; Xinxiang Yin; Wenjie Shu; Hongfei (Faye) Zhang; Zixin Zhang; Chenfei Liao; Litao Guo; Qifeng Chen; YINGCONG CHEN | ICML 2026 Poster | https://openreview.net/forum?id=pwz7P09W83 | icml2026.csv |
2,026 | ICML | TextAtlas5M: A Large-Scale Dataset for Long Text Image Generation | Dongxing Mao; Alex Jinpeng Wang; weiming Han; Jiawei Zhang; Zhuobai Dong; Linjie Li; Lin Yiqi; Zhengyuan Yang; Libo Qin; Fuwei Zhang; Lijuan Wang; Min Li | ICML 2026 Poster | https://openreview.net/forum?id=5vufrrbi4N | icml2026.csv |
2,026 | ICML | Proact-VL: A Proactive VideoLLM for Real-Time AI Companions | Weicai Yan; Yuhong Dai; Qi Ran; Haodong Li; Wang Lin; Hao Liao; Xing Xie; Tao Jin; Jianxun Lian | ICML 2026 Poster | https://openreview.net/forum?id=k9PKgV0L4C | icml2026.csv |
2,026 | ICML | Stable Asynchrony: Variance-Controlled Off-Policy RL for LLMs | Luke Huang; Zhuoyang Zhang; Qinghao Hu; Shang Yang; Song Han | ICML 2026 Poster | https://openreview.net/forum?id=kiC03dyH9P | icml2026.csv |
2,026 | ICML | Profiling the Irrational Agent: Cognitive Modeling of LLM Behaviors in Sequential Jailbreaks | Xikang Yang; Biyu Zhou; Xuehai Tang; Jizhong Han; Songlin Hu | ICML 2026 Poster | https://openreview.net/forum?id=MC5rKHKnzX | icml2026.csv |
2,026 | ICML | Chasing Moving Targets with Online Self-Play Reinforcement Learning for Safer Language Models | Mickel Liu; Liwei Jiang; Yancheng Liang; Simon Du; Yejin Choi; Tim Althoff; Natasha Jaques | ICML 2026 Poster | https://openreview.net/forum?id=l8PbMSZs2G | icml2026.csv |
2,026 | ICML | Star Elastic: Many-in-One Reasoning LLMs with Efficient Budget Control | Ali Taghibakhshi; Ruisi Cai; Saurav Muralidharan; Sharath Turuvekere Sreenivas; Ameya Mahabaleshwarkar; Marcin Chochowski; Akhiad Bercovich; Ran Zilberstein; Ran El-Yaniv; Yonatan Geifman; Daniel Korzekwa; Yoshi Suhara; Oluwatobi Olabiyi; Ashwath Aithal; Nima Tajbakhsh; Pavlo Molchanov | ICML 2026 Poster | https://openreview.net/forum?id=n1fQYnj30I | icml2026.csv |
2,026 | ICML | Unlocking the Potential of Continual Model Merging: An ODE Perspective | Lihong Lin; Haidong Kang | ICML 2026 Poster | https://openreview.net/forum?id=YLL4QeBbDD | icml2026.csv |
2,026 | ICML | The Value of Variance: Mitigating Debate Collapse in Multi-Agent Systems via Uncertainty-Driven Policy Optimization | Luoxi Tang; Yuqiao Meng; Joseph Costa; Yingxue Zhang; Muchao Ye; Zhaohan Xi | ICML 2026 Poster | https://openreview.net/forum?id=Bc6c2OVWRh | icml2026.csv |
2,026 | ICML | Benchmarking LLM-Assisted Blue Teaming via Standardized Threat Hunting | Yuqiao Meng; Luoxi Tang; Feiyang Yu; Xi Li; Guanhua Yan; Ping Yang; Zhaohan Xi | ICML 2026 Poster | https://openreview.net/forum?id=TcaAbpw9OI | icml2026.csv |
2,026 | ICML | Is Code Better Than Language for Algorithmic Reasoning? | Terry Tong; Yu Feng; Surbhi Goel; Dan Roth | ICML 2026 Poster | https://openreview.net/forum?id=hUjo1XbeXc | icml2026.csv |
2,026 | ICML | OPIC: Enhancing Language Model Merging via Optimizing In-Context Capability | Jie He; Chao Chen; Weidong Bao; Zhengyi Zhong; Shuai Zhang; Ji Wang | ICML 2026 Poster | https://openreview.net/forum?id=o4OEtKVpGE | icml2026.csv |
2,026 | ICML | Delayed Momentum Aggregation: Communication-efficient Byzantine-robust Federated Learning with Partial Participation | Kaoru Otsuka; Yuki Takezawa; Makoto Yamada | ICML 2026 Poster | https://openreview.net/forum?id=KG4CjK6j8Y | icml2026.csv |
2,026 | ICML | Demystifying Entropy Control in LLM RL Training: Theoretical Analysis and Dynamic Scheduling | Jingchu Gai; Guanning Zeng; Huaqing ZHANG; Han Zhong; Yige Hong; Andrej Risteski; Aditi Raghunathan | ICML 2026 Poster | https://openreview.net/forum?id=hq2MPYXAko | icml2026.csv |
2,026 | ICML | LRAgent: Efficient KV Cache Sharing for Multi-LoRA LLM Agents | Hyesung Jeon; Hyeongju Ha; jae-joon kim | ICML 2026 Poster | https://openreview.net/forum?id=ooRukY3zjQ | icml2026.csv |
2,026 | ICML | Circle-RoPE: Cone-like Decoupled Rotary Positional Embedding for Vision-Language Models | Chengcheng Wang; Jianyuan Guo; Hongguang Li; Yuchuan Tian; Ying Nie; Chang Xu; Kai Han | ICML 2026 Poster | https://openreview.net/forum?id=pH7NRZx89n | icml2026.csv |
2,026 | ICML | Dispersion Loss Counteracts Embedding Condensation and Improves Generalization in Small Language Models | Chen Liu; Xingzhi Sun; Xi Xiao; Alexandre Van Tassel; Ke Xu; Kristof Reimann; Danqi Liao; Mark Gerstein; Tianyang Wang; Xiao Wang; Smita Krishnaswamy | ICML 2026 Poster | https://openreview.net/forum?id=pd6A7jB5D6 | icml2026.csv |
2,026 | ICML | Federated Sketching LoRA: A Flexible Framework for Heterogeneous Collaborative Fine-Tuning of LLMs | Wenzhi Fang; Dong-Jun Han; Liangqi Yuan; Seyyedali Hosseinalipour; Christopher G. Brinton | ICML 2026 Poster | https://openreview.net/forum?id=qFKFSVvff5 | icml2026.csv |
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