year
int64
conference
string
title
string
authors
string
venue_or_track
string
url
string
source_file
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2,026
ICML
$\tau^2$-Bench: Evaluating Conversational Agents in a Dual-Control Environment
Victor Barres; Honghua Dong; Soham Ray; Xujie Si; Karthik Narasimhan
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
When Simple Problems Wear Complex Costumes: Improving Efficiency in LRM’s Adaptive Reasoning
Junnan Ren; Yan Zhang; Qian Chen; Yunhang Shen; Ke Li; Shengchuan Zhang; Liujuan Cao; Rongrong Ji
ICML 2026 Poster
https://openreview.net/forum?id=df9S9BaN8T
icml2026.csv
2,026
ICML
The Cost of Information: Phase Transitions in Contextual Bandits with Paid Observations
Xueping Gong; Jiheng Zhang
ICML 2026 Poster
https://openreview.net/forum?id=Sa2QGNFxWy
icml2026.csv
2,026
ICML
Strategy Executability in Mathematical Reasoning: Leveraging Human–Model Differences for Effective Guidance
Weida Liang; Yiyou Sun; Shuyuan Nan; Chuang Li; Dawn Song; Kenji Kawaguchi
ICML 2026 Poster
https://openreview.net/forum?id=8obMsWKFRJ
icml2026.csv
2,026
ICML
Holi-Spatial: Evolving Video Streams into Holistic 3D Spatial Intelligence
Yuanyuan Gao; Hao Li; Yifei Liu; Xinhao Ji; Yuning Gong; Yuanjun Liao; Fangfu Liu; Manyuan Zhang; Yuchen Yang; Dan Xu; Xue Yang; Huaxi Huang; Hongjie Zhang; Ziwei Liu; Xiao Sun; Dingwen Zhang; Zhihang Zhong
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning
Jiaqi Liu; Kaiwen Xiong; Peng Xia; Yiyang Zhou; Haonian Ji; Lu Feng; Siwei Han; Mingyu Ding; Huaxiu Yao
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Olmix: A Framework for Data Mixing Throughout LM Development
Mayee Chen; Tyler Murray; David Heineman; Matt Jordan; Hannaneh Hajishirzi; Christopher Re; Luca Soldaini; Kyle Lo
ICML 2026 Poster
https://openreview.net/forum?id=8pOl3azhbL
icml2026.csv
2,026
ICML
Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories
Tianlong Wang; Yuhang Wang; Weibin Liao; Xin Gao; Xinyu Ma; Yang Lin; Yasha Wang; Liantao Ma
ICML 2026 Poster
https://openreview.net/forum?id=9WIqPb44br
icml2026.csv
2,026
ICML
PhenoBrain: Phenotype-Conditioned Long-Range Communication for Multi-Modal Brain Network Analysis
Lingyuan Meng; KE LIANG; Hao Li; Meng Liu; Weijia Shi; Miaomiao Li; Yang Gao; Xinwang Liu
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
ProcMEM: Learning Reusable Procedural Memory from Experience via Non-Parametric PPO for LLM Agents
QIRUI MI; Zhijian Ma; Mengyue Yang; Yisen Wang; Haoxuan Li; Haifeng Zhang; Jun Wang
ICML 2026 Poster
https://openreview.net/forum?id=9kJQjx2B80
icml2026.csv
2,026
ICML
MV-FGAD: Towards Efficient and Effective Federated Graph Anomaly Detection via Multi-view Learning
Junyi Yan; KE LIANG; Hao Yu; Meng Liu; Hao Tan; Tianrui Liu; Jun-Jie Huang; Xinwang Liu
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
UMEM: Unified Memory Extraction and Management Framework for Generalizable Memory
Yongshi Ye; Hui Jiang; Feihu Jiang; Tian Lan; Yichao Du; Biao Fu; Xiaodong Shi; Qianghuai Jia; Longyue Wang; Weihua Luo
ICML 2026 Poster
https://openreview.net/forum?id=BoiXvrwtdi
icml2026.csv
2,026
ICML
Learn to Think: Improving Multimodal Reasoning through Vision-Aware Self-Improvement Training
Qihuang Zhong; Liang Ding; Wenjie Xuan; Juhua Liu; Bo Du; Dacheng Tao
ICML 2026 Poster
https://openreview.net/forum?id=2UJrwCrqbw
icml2026.csv
2,026
ICML
FlatLand: Personalized Graph Federated Learning via Tailored Lorentz Space
Jiahong Liu; Ram Samarth B B; Xinyu Fu; Menglin Yang; Weixi Zhang; ZHITAO YING; Irwin King
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
PRISM: Gauge-Invariant Tangent-Space Differentially Private LoRA
Shihao Wang; Xueru Zhang
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Sampling from Your Language Model One Byte at a Time
Jonathan Hayase; Alisa Liu; Noah Smith; Sewoong Oh
ICML 2026 Poster
https://openreview.net/forum?id=COQV7D1dAW
icml2026.csv
2,026
ICML
Non-Euclidean Gradient Descent Operates at the Edge of Stability
Rustem Islamov; Michael Crawshaw; Jeremy Cohen; Robert Gower
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
CausalGame: Benchmarking Causal Thinking of LLM Agents in Games
Zhenhao Chen; Yongqiang Chen; Chenxi Liu; Junchi Yu; Xiangchen Song; Zijian Li; Jialin Li; Phil Torr; Bo Han; Kun Zhang
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
WarmServe: Enabling One-for-Many GPU Prewarming for Multi-LLM Serving
Chiheng Lou; Sheng Qi; Rui Kang; Yong Zhang; Chen Sun; pengcheng wang; Xuanzhe Liu; Xin Jin
ICML 2026 Poster
https://openreview.net/forum?id=DVHpvumD60
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 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
$\phi$-Balancing for Mixture-of-Experts Training
Lizhang Chen; Jonathan Li; Qi Wang; Runlong Liao; Shuozhe Li; Chen Liang; Ni Lao; qiang liu
ICML 2026 Poster
https://openreview.net/forum?id=DZbzIOguz4
icml2026.csv
2,026
ICML
Second-Order Smooth Planning with Optimal-Transport Bellman Smoothing
Tuan Dam
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Probing How Scalable Table Data Enhances General Long-Context Reasoning
Huaibing Xie; Guoliang Zhao; Yang Liu; Shihan Dou; Siming Huang; Yanling Xiao; Shaolei Wang; Yiting Liu; Cheng Zhang; Shaofan Liu; PlutoZhou
ICML 2026 Poster
https://openreview.net/forum?id=Dx3Z5QGAZB
icml2026.csv
2,026
ICML
AutoQRA: Joint Optimization of Mixed-Precision Quantization and Low-rank Adapters for Efficient LLM Fine-Tuning
Changhai Zhou; Shiyang Zhang; Yuhua Zhou; Qian Qiao; Jun Gao; Cheng Jin; KAIZHOU QIN; Weizhong Zhang
ICML 2026 Poster
https://openreview.net/forum?id=EB8MHApOav
icml2026.csv
2,026
ICML
Degradation-Aware Metric Prompting for Hyperspectral Image Restoration
Binfeng Wang; Di Wang; Haonan Guo; Ying Fu; Jing Zhang
ICML 2026 Poster
https://openreview.net/forum?id=CswV8jTx2R
icml2026.csv
2,026
ICML
Transforming Weather Data from Pixel to Latent Space
Sijie Zhao; Feng Liu; Xueliang Zhang; Hao Chen; Tao Han; JUNCHAO GONG; Ran Tao; Pengfeng Xiao; Xinyu Gu; LEI BAI
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
On the Difficulty of Learning a Meta-network for Training Data Selection
Zilin Du; Junqi Zhao; Albert Boyang Li
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
LAVA: A Unified Framework for Finetuning Language and Vision Models
Daorui Ding; Fanhua Shang; Tiancan Feng; Junkang Liu; Hongying Liu
ICML 2026 Poster
https://openreview.net/forum?id=xBKbXgaPwr
icml2026.csv
2,026
ICML
Know More, Know Clearer: A Meta-Cognitive Framework for Knowledge Augmentation in Large Language Models
Hao Chen; Ye He; Yuchun Fan; Yukun Yan; Zhenghao Liu; Qingfu Zhu; Maosong Sun; Wanxiang Che
ICML 2026 Poster
https://openreview.net/forum?id=ENuMNYCiV6
icml2026.csv
2,026
ICML
Mind Your Margin and Boundary: Are Your Distilled Datasets Truly Robust?
Muquan Li; Yingyi Ma; Yihong Huang; Hang Gou; KE QIN; Ming Li; Yuan-Fang Li; Tao He
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Trajectory-Level Speculative Decoding for Diffusion Language Models
Tianxiang Pan; Baitao Gong; Mo Guang; Hongwei Yong; Tianpeng Jiang; Yaqian Li; Zheng Cao; Kaiwen Long
ICML 2026 Poster
https://openreview.net/forum?id=pMY15tVUTT
icml2026.csv
2,026
ICML
HugRAG: Hierarchical Causal Knowledge Graph Design for RAG
Nengbo Wang; Tuo Liang; Vikash Singh; Chaoda Song; Van Yang; Yu Yin; Jing Ma; JAGDIP SINGH; Vipin Chaudhary
ICML 2026 Poster
https://openreview.net/forum?id=F2zHYjBAEv
icml2026.csv
2,026
ICML
ThreadWeaver: Adaptive Threading for Efficient Parallel Reasoning in Language Models
Long (Tony) Lian; Sida Wang; Felix Juefei-Xu; Tsu-Jui Fu; Xiuyu Li; Adam Yala; Trevor Darrell; Alane Suhr; Yuandong Tian; Xi Victoria Lin
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Midtraining Bridges Pretraining and Posttraining Distributions
Emmy Liu; Graham Neubig; Chenyan Xiong
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Path-dependent Discrete Amortized Inference
Tiago Silva; Esmeralda S. Whitammer; Salem Lahlou
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Distinguishable Deletion: Unifying Knowledge Erasure and Refusal for Large Language Model Unlearning
Puning Yang; Junchi Yu; Qizhou Wang; Phil Torr; Bo Han; Xiuying Chen
ICML 2026 Poster
https://openreview.net/forum?id=FFEKmtsT4S
icml2026.csv
2,026
ICML
Pseudo-Mallows for Efficient Probabilistic Preference Learning
Sylvia Liu; Valeria Vitelli; Carlo Mannino; Arnoldo Frigessi; Ida Scheel
ICML 2026 Poster
https://openreview.net/forum?id=fotqwXEglz
icml2026.csv
2,026
ICML
ConFlux: Multivariate Time Series in Flux, One Unified Forecast in Confluence
Shiyu Wang; Yuchen Fang; Juntong Ni; Ziyi Zhang; Baichuan Mo; Xinyue Zhong; Chengxin Wang; Zhou Ye; Yang Xiang
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
To Grok Grokking: Provable Grokking in Ridge Regression
Mingyue Xu; Gal Vardi; Itay Safran
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Adaptively Grouped Contextual Bandits for Heterogeneous Human-AI Decision Making with Conformal Prediction Sets
Yanchen Wu; Bo Li
ICML 2026 Poster
https://openreview.net/forum?id=S7mxhzgv5p
icml2026.csv
2,026
ICML
Rational Transductors
Mehryar Mohri
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
High-accuracy sampling for diffusion models and log-concave distributions
Fan Chen; Sinho Chewi; Constantinos Daskalakis; Alexander Rakhlin
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
DPO Unchained: Your Training Algorithm is Secretly Disentangled in Human Choice Theory (and Its Loss' Convexity is Dispensable)
Wenxuan Zhou; Shujian Zhang; brice magdalou; John Lambert; Ehsan Amid; Richard Nock; Andrew Hard
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Training-Free Bayesian Filtering with Generative Emulators
Thomas Savary; François Rozet; Gilles Louppe
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Solving Time-Dependent Differential Equations with Physical Dynamical Systems
Chuan Liu; Yijie Chen; Ruibing Song; Wenhao Huang; Chunshu Wu; Deqian Kong; Ying Nian Wu; Kaiyuan Yang; Ang Li; Tony Geng
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Regret Pre-training: Bridging Prior and Posterior Views for Enhanced Knowledge Grounding
Mingkuan Zhao; Xiayu Sun; Wentao Hu; Suquan Chen; Jiaxuan Li; Xiaoyan Zhu; Xin Lai; Jiayin Wang
ICML 2026 Poster
https://openreview.net/forum?id=FNZs7SLEEI
icml2026.csv
2,026
ICML
Mining Tensor/Neuron-Level Sparsity to Maximize Mixture-of-Experts Potential in Post-Training and Inference
Weilin Cai; Le Qin; Shwai He; Junwei Cui; Ang Li; Jiayi Huang
ICML 2026 Poster
https://openreview.net/forum?id=FPUFIOpZW9
icml2026.csv
2,026
ICML
Geometric Flow Grounding: A Unified Manifold Decoupling Framework for Dynamics Discovery and Verification
Chang Yu; Yuxuan Luo; Yixuan Du; Yuqing Zhou; Siyuan Li; Jingbo Zhou; jiawei jiang; Zhen Lei; Stan Z Li
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Perceptual Flow Network for Visually Grounded Reasoning
Yangfu Li; Yuning Gong; Hongjian Zhan; Teng Li; Yuanhuiyi Lyu; Tianyi Chen; Qi Liu; Ziyuan Huang; Zhihang Zhong; DanDan Zheng; Yue Lu
ICML 2026 Poster
https://openreview.net/forum?id=H1ZEo8l2sH
icml2026.csv
2,026
ICML
QTALE: Quantization-Robust Token-Adaptive Layer Execution for LLMs
Kanghyun Noh; Jinheon Choi; Yulhwa Kim
ICML 2026 Poster
https://openreview.net/forum?id=HvBHq4Ycvn
icml2026.csv
2,026
ICML
DISCO: Mitigating Bias in Deep Learning with Conditional Distance Correlation
Emre Kavak; Tom Nuno Wolf; Christian Wachinger
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Critique-Guided Distillation for Robust Reasoning via Refinement
Berkcan Kapusuzoglu; Supriyo Chakraborty; Zain Sarwar; Michael Lee; Sambit Sahu
ICML 2026 Poster
https://openreview.net/forum?id=HxyRSeT8z2
icml2026.csv
2,026
ICML
Reward-free Alignment for Conflicting Objectives
Peter Chen; Xiaopeng Li; Xi Chen; Tianyi Lin
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Modeling Hierarchical Thinking in Large Reasoning Models
G M Shahariar; Erfan Shayegani; Ali Nazari; Nael Abu-Ghazaleh
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Information Flow Reveals When to Trust Language Models
Rui Xu; Yi Chen; Jiujiu Chen; Sihong Xie
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Didactic to Constructive: Turning Expert Solutions into Learnable Reasoning
Ethan Mendes; Jungsoo Park; Alan Ritter
ICML 2026 Poster
https://openreview.net/forum?id=JG6f02X29a
icml2026.csv
2,026
ICML
Modeling Hierarchical Thinking in Large Reasoning Models
G M Shahariar; Erfan Shayegani; Ali Nazari; Nael Abu-Ghazaleh
ICML 2026 Poster
https://openreview.net/forum?id=N44P3zrrgO
icml2026.csv
2,026
ICML
XR-1: Towards Versatile Vision-Language-Action Models via Learning Unified Vision-Motion Representations
Shichao Fan; Kun Wu; Zhengping Che; Xinhua Wang; Di Wu; Fei Liao; Ning Liu; Yixue Zhang; Zhen Zhao; Zhiyuan Xu; Meng Li; Qingjie Liu; Shanghang Zhang; Min Wan; Jian Tang
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
TRACE: Toulmin-based Reasoning Assessment through Constructive Elements for LLM CoT Evaluation
Yundong Kim; Heyoung Yang
ICML 2026 Poster
https://openreview.net/forum?id=NJ9MZkCLAG
icml2026.csv
2,026
ICML
From Pixels to Tokens: A Systematic Study of Latent Action Supervision for Vision-Language-Action Models
Yihan Lin; Haoyang Li; Yang Li; Haitao Shen; Yihan Zhao; Chao Shao; Jing Zhang
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Training Data Efficiency in Multimodal Process Reward Models
Jinyuan Li; Chengsong Huang; Langlin Huang; Shaoyang Xu; Haolin Liu; Wenxuan Zhang; Jiaxin Huang
ICML 2026 Poster
https://openreview.net/forum?id=NWRoNoJ9QX
icml2026.csv
2,026
ICML
From Abstraction to Instantiation: Learning Behavioral Representation for Vision-Language-Action Model
Bing Hu; Zaijing Li; Rui Shao; Junda Chen; April Hua Liu; Wei-Shi Zheng; Liqiang Nie
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
InfoPO: Information-Driven Policy Optimization for User-Centric Agents
Fanqi Kong; Jiayi Zhang; Mingyi Deng; Chenglin Wu; Yuyu Luo; Bang Liu
ICML 2026 Poster
https://openreview.net/forum?id=O7UHBoLrx4
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 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Credit Assignment via Neural Manifold Noise Correlation
Byungwoo Kang; Maceo Richards; Bernardo Sabatini
ICML 2026 Poster
https://openreview.net/forum?id=RyxUQr2l4k
icml2026.csv
2,026
ICML
Context Distillation Retains Post-Training Capabilities in Continually Trained LMs
Shankar Padmanabhan; Mustafa Omer Gul; Tanya Goyal
ICML 2026 Poster
https://openreview.net/forum?id=OJsGhlTayF
icml2026.csv
2,026
ICML
Scaling Prompt Synthesis for Large Language Model Reasoning
Xueliang Zhao; Wei Wu; Jian Guan; Zhuocheng Gong; Lingpeng Kong
ICML 2026 Poster
https://openreview.net/forum?id=QKFzXp5OLv
icml2026.csv
2,026
ICML
SparseInfer: Accelerating Large Language Model Inference with Semantics-Inspired Adaptive Sparse Activation
Qinsi Wang; Saeed Vahidian; Hancheng Ye; Jianyang Gu; Jianyi Zhang; Yiran Chen
ICML 2026 Poster
https://openreview.net/forum?id=1sKFoIvmYg
icml2026.csv
2,026
ICML
CAT-Q: Cost-efficient and Accurate Ternary Quantization for LLMs
Shigeng Wang; Chao Li; Yangyuxuan Kang; Jiawei Fan; Anbang Yao
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Optimal Top-$k$ Identification from Pairwise Comparisons
Motti Goldberger; Nils Rudi
ICML 2026 Poster
https://openreview.net/forum?id=xnrxwwAKz5
icml2026.csv
2,026
ICML
Towards Fair Sequential Decision-Making: A Causal Decomposition Approach
Jiajun Chen; Jin Tian; Chris Quinn
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Joint Learning in the Gaussian Single Index Model
Loucas Pillaud-Vivien; Adrien Schertzer
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Persistent Backdoor Attacks in Class-Incremental Learning via Structural Invariant Anchoring
Junhuang Huang; Linshan Hou; Jianting Ning; Yanjun Zhang; Zhongyun Hua; Leo Yu Zhang
ICML 2026 Poster
https://openreview.net/forum?id=GCm1xe3Clh
icml2026.csv
2,026
ICML
Exact Functional ANOVA Decomposition for Categorical Inputs
Baptiste Ferrere; Nicolas Bousquet; Gamboa Fabrice; Jean-Michel Loubes; Joseph Muré
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
When the Prompt Becomes Visual: Vision-Centric Jailbreak Attacks for Large Image Editing Models
Jiacheng Hou; Yining Sun; Ruochong Jin; Haochen Han; Fangming Liu; Victor Chan; Alex Jinpeng Wang
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Robust Harmful Features Under Jailbreak Attacks: Mechanistic Evidence from Attention Head Specialization in Large Language Models
Yanchen Yin; Dongqi Han; Linghui Li
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
ZipMoE: Efficient On-Device MoE Serving via Lossless Compression and Cache-Affinity Scheduling
Yuchen Yang; Yaru Zhao; Pu Yang; Shaowei Wang; Zhi-Hua Zhou
ICML 2026 Poster
https://openreview.net/forum?id=QUL7jp4QDQ
icml2026.csv
2,026
ICML
Quantifying Frontier LLM Capabilities for Container Sandbox Escape
Rahul Marchand; Art Cathain; Jerome Wynne; Philippos Giavridis; Sam Deverett; John Wilkinson; Jason Gwartz; Harry Coppock
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Jailbreak Foundry: From Papers to Runnable Attacks for Reproducible Benchmarking
Zhicheng Fang; Jingjie Zheng; Chenxu Fu; Wei Xu
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Incentivizing Truthfulness and Collaborative Fairness in Bayesian Learning
Rachael Hwee Ling Sim; Jue Fan; Xiao Tian; Xinyi Xu; Patrick Jaillet; Bryan Kian Hsiang Low
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
New Algorithms for Fully-Dynamic k-center with Outliers
Junyu Huang; Zhize Li; Zhen Zhang; Xujia Li; Jianxin Wang; Qilong Feng
ICML 2026 Poster
https://openreview.net/forum?id=RpjGh2J4Cw
icml2026.csv
2,026
ICML
Enhancing Numerical Prediction in LLMs via Smooth MMD Alignment
Zhuo Zuo; Li Yue; Wenhao Zheng; Chenpeng Wang; Xianggen Liu
ICML 2026 Poster
https://openreview.net/forum?id=QWkdixm455
icml2026.csv
2,026
ICML
Position: Stop Automating Peer Review Without Rigorous Evaluation
Joachim Baumann; Jiaxin Pei; Sanmi Koyejo; Dirk Hovy
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Position_Paper_Track
icml2026.csv
2,026
ICML
BubbleSpec: Turning Long-Tail Bubbles into Speculative Rollout Drafts for Synchronous Reinforcement Learning
yuhang xu; Kaibin Tian; Yang Tian; Zhice Yang; Yifeng Yu; Yan Li; Shengzhong Liu; Fan Wu; Guihai Chen
ICML 2026 Poster
https://openreview.net/forum?id=QoJrOgCmC4
icml2026.csv
2,026
ICML
An Interactive Paradigm for Deep Research
Lin Ai; Victor Bursztyn; Xiang Chen; Julia Hirschberg; Saayan Mitra
ICML 2026 Poster
https://openreview.net/forum?id=1dfBRJVswL
icml2026.csv
2,026
ICML
DroneDINO: Towards Heterogeneous Routed Mixture of Experts for Drone-based Unified Object Detection
Rui Chen; Dongdong Li; Yan Fan; Yan Liu; Yangliu Kuai; Pengfei Zhu
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
HypoSpace: A Diagnostic Benchmark for Set-Valued Hypothesis Generation under Underdetermination and Sublinear Coverage Bounds
Tingting Chen; Beibei Lin; Zifeng Yuan; Qiran Zou; Hongyu He; Anirudh Goyal; Yew Soon ONG; Dianbo Liu
ICML 2026 Poster
https://openreview.net/forum?id=QpjtK65JHO
icml2026.csv
2,026
ICML
Reasoning Compartmentalization: Bridging the Concretization Gap via Abstraction-based Routing
Ling-I Wu; Jian Tong; Yu Sun; Xuan Gao; Xu Guo; Guoqiang Li; Qipeng Guo; Kai Chen
ICML 2026 Poster
https://openreview.net/forum?id=ROjScDyMtq
icml2026.csv
2,026
ICML
Simultaneous Speech-to-Speech Translation Without Aligned Data
Tom Labiausse; Romain Fabre; Yannick Estève; Alexandre Défossez; Neil Zeghidour
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
PGC: Peak-Guided Calibration for Generalizable AI-Generated Image Detection
Xiaoyu Zhou; Jianwei Fei; Peipeng Yu; Jingchang Xie; Chong Cheng; Zhihua Xia
ICML 2026 Poster
https://openreview.net/forum?id=yEjix8H6Dw
icml2026.csv
2,026
ICML
DataGuard: A Non-intrusive Dataset Auditing Framework via Differential Information Forensics
Jiadong Lou; Wenxin Rong; Li Chen; Xing Gao; Rui Zhang; Xu Yuan
ICML 2026 Poster
https://openreview.net/forum?id=yFCh6uzibg
icml2026.csv
2,026
ICML
Discounted Beta-Bernoulli Reward Estimation for Sample-Efficient Reinforcement Learning with Verifiable Rewards
Haechan Kim; Soohyun Ryu; Gyouk Chu; Doohyuk Jang; Eunho Yang
ICML 2026 Poster
https://openreview.net/forum?id=RUheyL9bb9
icml2026.csv
2,026
ICML
High-accuracy and dimension-free sampling with diffusions
Khashayar Gatmiry; Sitan Chen; Adil Salim
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Mitigating Error Propagation in Low-Rank Approximation of Large Models via Distribution-Aware Whitening
Yao Zhu; Yunjian Zhang; Yang Li; Wang Lu; Xiu Yan; Rui Sun
ICML 2026 Poster
https://openreview.net/forum?id=yJGGL39ZmI
icml2026.csv
2,026
ICML
LARFT: Closing the Cognition-Action Gap for Length Instruction Following in Large Language Models
Wei Zhang; Lintong Du; yuanhe zhang; Zhenhong Zhou; Kun Wang; Li Sun; Sen Su
ICML 2026 Poster
https://openreview.net/forum?id=SUwOncwAVl
icml2026.csv
2,026
ICML
Mind the Gap: Mixtures of Gaussians in Approximate Differential Privacy
Huikang Liu; Aras Selvi; Wolfram Wiesemann
ICML 2026 Poster
https://openreview.net/forum?id=RdBsmhb9U7
icml2026.csv
2,026
ICML
Any-Order GPT as Masked Diffusion Model: Decoupling Formulation and Architecture
Shuchen Xue; Tianyu Xie; Tianyang Hu; Zijin Feng; Jiacheng Sun; Kenji Kawaguchi; Zhenguo Li; Zhi-Ming Ma
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
On Minimum Depth and Width of Floating-Point Neural Networks for Representing Floating-Point Functions
Sejun Park; Yeachan Park; Geonho Hwang
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Reasoning Structure of Large Language Models
Frédéric Berdoz; Luca Lanzendörfer; Fabian Farestam; Roger Wattenhofer
ICML 2026 Poster
https://openreview.net/forum?id=SX7LSFG4IH
icml2026.csv
2,026
ICML
On the Entropy Dynamics in Reinforcement Fine-Tuning of Large Language Models
Shumin Wang; Yuexiang Xie; Wenhao Zhang; Yuchang Sun; Yanxi Chen; Yaliang Li; Yanyong Zhang
ICML 2026 Poster
https://openreview.net/forum?id=Sj8NBI6aV0
icml2026.csv