year
int64
conference
string
title
string
authors
string
venue_or_track
string
url
string
source_file
string
2,026
ICML
Breaking the Self-Confirming Loop: Diagnosing and Mitigating Systemic Reward Bias in Self-Rewarding RL
Chuyi Tan; Peiwen Yuan; Xinglin Wang; Yiwei Li; Shaoxiong Feng; Yueqi Zhang; Jiayi Shi; Ji Zhang; Boyuan Pan; Yao Hu; Kan Li
ICML 2026 Poster
https://openreview.net/forum?id=oAagVd30Fn
icml2026.csv
2,026
ICML
Lavida-R1: Advancing Reasoning for Unified Multimodal Diffusion Language Models
Shufan Li; Yuchen Zhu; Jiuxiang Gu; Kangning Liu; Zhe Lin; Yongxin Chen; Molei Tao; Aditya Grover; Jason Kuen
ICML 2026 Poster
https://openreview.net/forum?id=pVcEcaHHD2
icml2026.csv
2,026
ICML
Stabilizing Recurrent Dynamics for Test-Time Scalable Latent Reasoning in Looped Language Models
Xiao-Wen Yang; Zi-Yu Han; Xi-Hua Zhang; Wen-Da Wei; Jie-Jing Shao; Lan-Zhe Guo; Yu-Feng Li
ICML 2026 Poster
https://openreview.net/forum?id=tbdSfBMlbq
icml2026.csv
2,026
ICML
Knapsack RL: Unlocking Exploration of LLMs via Optimizing Budget Allocation
Ziniu Li; Congliang Chen; Tianyun Yang; Tian Ding; Ruoyu Sun; Ge Zhang; Wenhao Huang; Zhiquan Luo
ICML 2026 Poster
https://openreview.net/forum?id=v70fTOqer2
icml2026.csv
2,026
ICML
The Perception–Physics Paradox: Probing Scientific Alignment with TC-Atlas
Dingling Yao; Andrea Polesello; Adeel Pervez; Caroline Muller; Francesco Locatello
ICML 2026 Poster
https://openreview.net/forum?id=wqs3uxBFRo
icml2026.csv
2,026
ICML
From Generalist to Specialist Representation
Yujia Zheng; Fan Feng; Yuke Li; Shaoan Xie; Kevin Murphy; Kun Zhang
ICML 2026 Poster
https://openreview.net/forum?id=zEg7sA2VBv
icml2026.csv
2,026
ICML
LangForce: Bayesian Decomposition of Vision Language Action Models via Latent Action Queries
Shijie Lian; Bin Yu; Xiaopeng LIN; Laurence Yang; Zhaolong Shen; Changti Wu; YuZhuo Miao; Cong Huang; Kai Chen
ICML 2026 Poster
https://openreview.net/forum?id=DUJL3a5Y57
icml2026.csv
2,026
ICML
Hermes: An Evidence-Driven Agentic Framework for Trustworthy and Explainable AI-Generated Video Detection
Shuaibo Li; Pengfei HAO; Hongtao Wu; Jianfeng Dong; Ping Li; Xiaohong Liu; Lei Zhu
ICML 2026 Poster
https://openreview.net/forum?id=mgtSv2NUik
icml2026.csv
2,026
ICML
Position: Unlabeled ≠ No Human Supervision in Visual Learning
Dong Lao
ICML 2026 Poster
https://openreview.net/forum?id=n7wYQNAyJH
icml2026.csv
2,026
ICML
Position: *Beyond Text* The Text-Centric Bias in Foundation Models Must Be Revisited for a Speech-First Future
Deepak Piskala
ICML 2026 Poster
https://openreview.net/forum?id=n1mAjfRDZ6
icml2026.csv
2,026
ICML
DC-Leap: Training-Free Acceleration of dLLMs via Draft-Guided Contiguous Leaping Decoding
Yanhua Jiao; Tianyi Wu; Xiaoxi Sun; Yulin Li; Huiling Zhen; Libo Qin; Baotian Hu; Zhuotao Tian; Min zhang
ICML 2026 Poster
https://openreview.net/forum?id=VtVNCB7VRW
icml2026.csv
2,026
ICML
NorMuon: Making Muon more efficient and scalable
Zichong Li; Liming Liu; Chen Liang; Weizhu Chen; Tuo Zhao
ICML 2026 Poster
https://openreview.net/forum?id=m1IRWFAMsa
icml2026.csv
2,026
ICML
KFStego: Key-Free Secure Image Distribution via Bipartite Structural Invariants
Ren Lijing; denghui zhang
ICML 2026 Poster
https://openreview.net/forum?id=w06a64z20d
icml2026.csv
2,026
ICML
When Random Saliency Looks Trained: Architectural Center Bias in CNN Interpretability
Keying Kuang; Iain Carmichael; Elizabeth Purdom
ICML 2026 Poster
https://openreview.net/forum?id=TDun7KtjCo
icml2026.csv
2,026
ICML
Position: Assistive AI requires Personalized Specialists, not Generalists
Homanga Bharadhwaj
ICML 2026 Poster
https://openreview.net/forum?id=jQG5LUPXlD
icml2026.csv
2,026
ICML
One Bug, Hundreds Behind: LLMs for Large-Scale Bug Discovery
Qiushi Wu; Yue Xiao; Dhilung Kirat; Kevin Eykholt; Jiyong Jang; Douglas Schales
ICML 2026 Poster
https://openreview.net/forum?id=oiiXZJaODI
icml2026.csv
2,026
ICML
Addressing Semantic Blind Spots in Text-to-SQL via Component Pre-generation and AST Matching Rewards
Xingyu Ma; Xin Tian; Lingxiang Wu; Xuepeng Wang; Zhilin Zhang; Xueming Tang; Jinqiao Wang
ICML 2026 Poster
https://openreview.net/forum?id=WoxvGO1Vcv
icml2026.csv
2,026
ICML
Diffusing to Coordinate: Efficient Online Multi-Agent Diffusion Policies
Zhuoran Li; Hai Zhong; Xun Wang; Qingxin Xia; Lihua Zhang; Longbo Huang
ICML 2026 Poster
https://openreview.net/forum?id=tHY0G4PhCR
icml2026.csv
2,026
ICML
Rank-Aware Spectral Bounds on Attention Logits for Stable Low-Precision Training
Seyed Morteza Emadi
ICML 2026 Poster
https://openreview.net/forum?id=JUM3VsJ4GO
icml2026.csv
2,026
ICML
Optimizing Inference-Time Compute for Medical Reasoning via Uncertainty Quantification
Shaohao Rui; Kaitao Chen; Weijie Ma; Xiaosong Wang
ICML 2026 Poster
https://openreview.net/forum?id=zlJehQJATy
icml2026.csv
2,026
ICML
Position: Prioritize Identifying Structure, Not Complex Models, for Scientific Discovery
Tyler McCormick
ICML 2026 Poster
https://openreview.net/forum?id=eoDw08Nenz
icml2026.csv
2,026
ICML
Synthesizing world models for bilevel planning
Zergham Ahmed; Josh Tenenbaum; Chris Bates; Samuel Gershman
ICML 2026 Poster
TMLR-2026
icml2026.csv
2,026
ICML
NeurIPS: Neuro-anatomical Inductive Priors for Sphere-based Brain Decoding
Sijin Yu; Zijiao Chen; Zhenyu Yang; Zihao Tan; Jiakun Xu; Zhongliang Liu; shengxian chen; WENXUAN WU; Xiangmin Xu; Xin Zhang
ICML 2026 Poster
https://openreview.net/forum?id=gXTtBRI1yj
icml2026.csv
2,026
ICML
Letting Trajectories Spread: Quality-Preserving Control for Diverse Flow Matching
Jingxuan Wu; Zhenglin Wan; Xingrui Yu; Yuzhe YANG; Bo An; Ivor Tsang; Yang You
ICML 2026 Poster
https://openreview.net/forum?id=LtHNTRg73G
icml2026.csv
2,026
ICML
Position: Ideas Should be the Center of Machine Learning Research
Jairo Diaz-Rodriguez
ICML 2026 Poster
https://openreview.net/forum?id=UrXyElUVUu
icml2026.csv
2,026
ICML
EigenCache: Rethinking Diffusion Acceleration as Covariance-Optimal Forecasting and Submodular Information Allocation
Chenyang Xu; Dezhen Wang; Lin Chen; Kepeng Lin; Hao Wang
ICML 2026 Poster
https://openreview.net/forum?id=BjMsVqss9N
icml2026.csv
2,026
ICML
Position: Age Estimation Models Do Not Process Biometric Data
Nikita Marshalkin
ICML 2026 Poster
https://openreview.net/forum?id=U7TTBjOC8o
icml2026.csv
2,026
ICML
Rethink the Role of Neural Decoders in Quantum Error Correction
Ge Yan; SHANCHUAN LI; Yuxuan Du
ICML 2026 Poster
https://openreview.net/forum?id=EnZFaqg7hx
icml2026.csv
2,026
ICML
Biased Generalization in Diffusion Models
Luca Saglietti; Luca Biggio; Jerome Garnier-Brun; Davide Beltrame; Marc Mezard
ICML 2026 Poster
https://openreview.net/forum?id=IqTvyp40O6
icml2026.csv
2,026
ICML
Position: Model identity in machine learning is a convention, not a property
Vacslav Glukhov
ICML 2026 Poster
https://openreview.net/forum?id=PqGwTTkwzu
icml2026.csv
2,026
ICML
PDAgent: An LLM-Driven Autonomous Agent Framework Towards *In Silico* Protein Design via Directed Mutation
Song Ouyang; Zhijie Dong; Yong Luo; Kehua Su; Huangxuan Zhao; Miaojing Shi; Bo Du
ICML 2026 Poster
https://openreview.net/forum?id=TwTvDVj6cH
icml2026.csv
2,026
ICML
Position: Sycophancy is an Educational Safety Risk: Why LLM Tutors Need Sycophancy Benchmarks
Enkelejda Kasneci; Gjergji Kasneci
ICML 2026 Poster
https://openreview.net/forum?id=Oxp2oWV0H3
icml2026.csv
2,026
ICML
AdvEvo-MARL: Shaping Internalized Safety through Adversarial Co-Evolution in Multi-Agent Reinforcement Learning
Zhenyu Pan; Yiting Zhang; Zhuo Liu; Yolo Tang; Zeliang Zhang; Haozheng Luo; Chenwei Xu; Yuwei Han; Jianshu Zhang; Dennis Wu; Hong-Yu Chen; Haoran Lu; Haoyang Fang; Manling Li; Chenliang Xu; Philip Yu; Han Liu
ICML 2026 Poster
https://openreview.net/forum?id=5D3ZblXmW2
icml2026.csv
2,026
ICML
Mitigating Per-Sample Harm in Stochastic Optimization
Apostolos Avranas
ICML 2026 Poster
https://openreview.net/forum?id=cPuBsl2L6Z
icml2026.csv
2,026
ICML
STD-Former: Image-Conditioned Texture Dictionary Encoding with Sparse Topological Supervision for Texture Recognition
Bo Peng; Ke Xu; Yurui Pan
ICML 2026 Poster
https://openreview.net/forum?id=wgOItdKqUS
icml2026.csv
2,026
ICML
Does Reasoning Improve Seeing? Understanding When Vision-Language Models Benefit from Thinking
Jing Bi; Luchuan Song; Dingxin Zhang; Pinxin Liu; Guangyu Sun; Lianggong Wen; Weidong Cai; Chen Chen; Chenliang Xu
ICML 2026 Poster
https://openreview.net/forum?id=ieUs1hK3HG
icml2026.csv
2,026
ICML
End-to-End Compression for Tabular Foundation Models
Guri Zabërgja; Rafiq Kamel; Arlind Kadra; Christian Frey; Josif Grabocka
ICML 2026 Poster
https://openreview.net/forum?id=84mfkGDxYh
icml2026.csv
2,026
ICML
TRACER: Persistent Regularization for Robust Multimodal Finetuning
Hesam Asadollahzadeh; Feng Liu; Christopher Leckie; Sarah Erfani
ICML 2026 Poster
https://openreview.net/forum?id=XOYXLQRlj8
icml2026.csv
2,026
ICML
Position: AI Must Become Planet-Centered, Not Human-Centered
Maria Perez-Ortiz
ICML 2026 Poster
https://openreview.net/forum?id=KqQqh2EuSG
icml2026.csv
2,026
ICML
Watermarking Graph Neural Networks via Explanations for Ownership Protection
Jane Downer; Yingdan Shi; Ziyan Liu; Ren Wang; Binghui Wang
ICML 2026 Poster
https://openreview.net/forum?id=IStByBJdjR
icml2026.csv
2,026
ICML
Position: LLM Benchmark Datasets should be Contamination-Resistant
Ali Al-Lawati; Jason Lucas; Dongwon Lee; Suhang Wang
ICML 2026 Poster
https://openreview.net/forum?id=Hdfts6GdWJ
icml2026.csv
2,026
ICML
Tackling Fake Forgetting through Uncertainty Quantification
Yingdan Shi; Sijia Liu; Kaize Ding; Ren Wang
ICML 2026 Poster
https://openreview.net/forum?id=rjmVJaBpkm
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 Poster
https://openreview.net/forum?id=NlSWKeQPoZ
icml2026.csv
2,026
ICML
Exploring Nonlinear Pathway in Parameter Space for Machine Unlearning
Yingdan Shi; Ren Wang
ICML 2026 Poster
https://openreview.net/forum?id=SaUgHTz5Yo
icml2026.csv
2,026
ICML
Unlocking Cross-Modal Biosignal Synthesis: A Temporally-Aware VAE-Diffusion Model
Chenyang Xu; Dezhen Wang; Hao Wang
ICML 2026 Poster
https://openreview.net/forum?id=aComqAqP6j
icml2026.csv
2,026
ICML
Position: We Need AI Efficiency Incentives for Accessibility and Sustainability
Marco Bornstein; Amrit Singh Bedi
ICML 2026 Poster
https://openreview.net/forum?id=FgfOPpP23R
icml2026.csv
2,026
ICML
Mem-T: Densifying Rewards for Long-Horizon Memory Agents
Yanwei Yue; Guibin Zhang; Boci Peng; Xuanbo Fan; Jiaxin Guo; Qiankun Li; Yan Zhang
ICML 2026 Poster
https://openreview.net/forum?id=8ppVmLtA2V
icml2026.csv
2,026
ICML
Position: AI Capabilities Are Not Increasing Exponentially
Haosen Ge; Hamsa Bastani; Osbert Bastani
ICML 2026 Poster
https://openreview.net/forum?id=DYLn1o3rD1
icml2026.csv
2,026
ICML
Adaptive Policy Backbone via Shared Network
Bumgeun Park; Donghwan Lee
ICML 2026 Poster
https://openreview.net/forum?id=KhAUoBv0dJ
icml2026.csv
2,026
ICML
SFCLTA: Spectral Fusion Contrastive Learning with Topology-Adaptive Graph Augmentation
Zhuo Xu; Lu Bai; Jincheng Li; Lixin Cui; Ming Li; Hangyuan Du; Yue Wang
ICML 2026 Poster
https://openreview.net/forum?id=Za8auYAM39
icml2026.csv
2,026
ICML
Causal discovery for time series with endogenous context variables
Oana-Iuliana Popescu; Wiebke Günther; Martin Rabel; Jakob Runge
ICML 2026 Poster
https://openreview.net/forum?id=2Nw6JjbwfG
icml2026.csv
2,026
ICML
Variational Routing: A Scalable Bayesian Framework for Calibrated Mixture-of-Experts Transformers
Albus Li; Matthew Wicker
ICML 2026 Poster
https://openreview.net/forum?id=ZZZkLWphuO
icml2026.csv
2,026
ICML
Position: Metaphysical Concepts in AI Should Be Judged by Their Consequences
Paras Chopra
ICML 2026 Poster
https://openreview.net/forum?id=5sMS9iMgnB
icml2026.csv
2,026
ICML
Identifying Latent Concepts and Structures for Generalized Category Discovery
Boyang Dai; Chaoqi Chen; Yizhou Yu
ICML 2026 Poster
https://openreview.net/forum?id=dyubtJ2dtZ
icml2026.csv
2,026
ICML
When Generalized Zero-Shot Learning Meets PU Learning: A Plug-and-Play Framework for Seen-Class Bias Mitigation
Long Tang; Keyang Pu; Yingjie Tian
ICML 2026 Poster
https://openreview.net/forum?id=B8jqw2ChAL
icml2026.csv
2,026
ICML
Beyond Literal Translation: Evaluating Cultural Effectiveness in Social Media UGC
Linjuan Wu; Ruiqi Zhang; Xinze Lyu; Ye Guo; Daoxin Zhang; Zhe Xu; Yao Hu; Yixin Cao; Yongliang Shen; Weiming Lu
ICML 2026 Poster
https://openreview.net/forum?id=7xppFNbcXM
icml2026.csv
2,026
ICML
AlgoVeri: An Aligned Benchmark for Verified Code Generation on Classical Algorithms
Haoyu Zhao; Ziran Yang; Jiawei Li; Deyuan Mike He; Zenan Li; Chi Jin; Venugopal Veeravalli; Aarti Gupta; Sanjeev Arora
ICML 2026 Poster
https://openreview.net/forum?id=mnUgulPmNU
icml2026.csv
2,026
ICML
Reliable Neighborhood-Aware Multi-View Outlier Detection
Huijie Ma; Haoyuan Xin; Lei Meng; Guanzhou Ke; Yongyong Chen; Guoqing Chao
ICML 2026 Poster
https://openreview.net/forum?id=mL4B6DdgPU
icml2026.csv
2,026
ICML
Position: Good Embodied Reward Models Need Bad Behavior Data
Thomas Tian; Yilin Wu; Andrea Bajcsy
ICML 2026 Poster
https://openreview.net/forum?id=0zeOMzrV2N
icml2026.csv
2,026
ICML
MN-Diff: Diffusion Parameterized MoE-NCDE for Continuous Time Series Generation with Irregular Observations
Xu Zhang; Junwei Deng; Chang Xu; Hao Li; Jiang Bian
ICML 2026 Poster
https://openreview.net/forum?id=mx8nvMUfxL
icml2026.csv
2,026
ICML
Position: Generative Distributional Integrity against Backdoor Attacks
Shuaibiao Han; Ruiyang Ni; Zhiguo Yang; Changlong Li; Perley Xu; Wenjie Ruan
ICML 2026 Poster
https://openreview.net/forum?id=0ZihPYTN2h
icml2026.csv
2,026
ICML
3ViewSense: Spatial and Mental Perspective Reasoning from Orthographic Views in Vision-Language Models
Shaoxiong Zhan; Yanlin Lai; Zheng Liu; Zijian Lin; Lin Hai; Xiaodong Cai; Shen Li; Wen Huang; Hai-Tao Zheng
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
3ViewSense: Spatial and Mental Perspective Reasoning from Orthographic Views in Vision-Language Models
Shaoxiong Zhan; Yanlin Lai; Zheng Liu; Zijian Lin; Lin Hai; Xiaodong Cai; Shen Li; Wen Huang; Hai-Tao Zheng
ICML 2026 Poster
https://openreview.net/forum?id=Hm8OEDKpiO
icml2026.csv
2,026
ICML
Gradient-Free Approaches is a Key to an Efficient Interaction with Markovian Stochasticity
Boris Prokhorov; Semyon Chebykin; Alexander Gasnikov; Aleksandr Beznosikov
ICML 2026 Poster
https://openreview.net/forum?id=S1TwW9szYm
icml2026.csv
2,026
ICML
Unsupervised Hierarchical Skill Discovery
Damion Harvey; Steven James; Benjamin Rosman; Branden Ingram; Geraud Nangue Tasse
ICML 2026 Poster
https://openreview.net/forum?id=Wrywrky3Fk
icml2026.csv
2,026
ICML
MIMOMamba: From Scalar Duality to Matrix-Valued Attention
Yanbo Li; Richard Cornelius Suwandi; Feng Yin; Yiyong SUN; Wei Huang; Wenqiang Pu
ICML 2026 Poster
https://openreview.net/forum?id=UmQ07sj13y
icml2026.csv
2,026
ICML
Interpretable Functional Koopman Learning with Non-Markovian Closure for Spatiotemporal Systems
Wanfeng Lu; He Ma; Wei Lin; Qunxi Zhu
ICML 2026 Poster
https://openreview.net/forum?id=lquDiBCgNJ
icml2026.csv
2,026
ICML
Optimization Dynamics of Equivariant and Augmented Neural Networks
Oskar Nordenfors; Fredrik Ohlsson; Axel Flinth
ICML 2026 Poster
TMLR-2026
icml2026.csv
2,026
ICML
ReQAT: Achieving Full-Precision Reasoning Accuracy with 4-bit Floating-Point Quantization-Aware Training
Janghwan Lee; Sihwa Lee; Jinseok Kim; Yongjik Kim; Jieun Lim; Jinwook Oh; Jungwook Choi
ICML 2026 Poster
https://openreview.net/forum?id=aKY52fnzgc
icml2026.csv
2,026
ICML
“very likely” Means “uncertain”? How LLMs Diverge from Humans in Linguistic Uncertainty Quantification
Jinhao Duan; Zicheng Liu; Zijie Liu; Kaidi Xu; Tianlong Chen
ICML 2026 Poster
https://openreview.net/forum?id=kXT4PyHm4t
icml2026.csv
2,026
ICML
Don't Overthink with Pixels: Efficient Reasoning for Segmentation
Song Wang; Gongfan Fang; Lingdong Kong; Xiangtai Li; Jianyun Xu; Sheng Yang; Qiang Li; Jianke Zhu; Xinchao Wang
ICML 2026 Poster
https://openreview.net/forum?id=sXRZoMhNFo
icml2026.csv
2,026
ICML
(Be Cautious!) Bio-Foundation Models Are Not Yet Robust to Biologically Plausible Perturbations and ML Transformations
Jinhao Duan; Ruichen Zhang; Gengwei Zhang; Huaizhi Qu; Jie Peng; Sijia Liu; Tianlong Chen
ICML 2026 Poster
https://openreview.net/forum?id=kHPIJ7KVCw
icml2026.csv
2,026
ICML
AdaMeZO: Adam-style Zeroth-Order Optimizer for LLM Fine-tuning Without Maintaining the Moments
Zhijie Cai; Haolong Chen; Guangxu Zhu
ICML 2026 Poster
https://openreview.net/forum?id=XLc102wbnT
icml2026.csv
2,026
ICML
Think in Cloud, Look at Edges: Semantic-Driven Query Decomposition for Efficient Video Reasoning
Wenhao Zou; Zhijie Cai; Minchen Yu; Zongshuai Zhang; Guangxu Zhu
ICML 2026 Poster
https://openreview.net/forum?id=9HyDFcKhLV
icml2026.csv
2,026
ICML
SlerpFlow: Spherical Trajectory Correction for Rectified Flow Inversion
Wenbin Duan; Yan Shu; Zhuoyuan Fu; Fangmin Zhao; Yan Li; Yaru Zhao; Binyang Li
ICML 2026 Poster
https://openreview.net/forum?id=8kBvoukwPs
icml2026.csv
2,026
ICML
LUCID: Attention with Preconditioned Representations
Sai Surya Duvvuri; Nirmal Patel; Nilesh Gupta; Inderjit Dhillon
ICML 2026 Poster
https://openreview.net/forum?id=10ePjaPxvc
icml2026.csv
2,026
ICML
Best of Both Worlds: Multimodal Reasoning and Generation via Unified Discrete Flow Matching
Onkar Susladkar; Tushar Prakash; Gayatri Deshmukh; Kiet Nguyen; Jiaxun Zhang; Adheesh Juvekar; Tianshu Bao; Lin Chai; Sparsh Mittal; Inderjit Dhillon; Ismini Lourentzou
ICML 2026 Poster
https://openreview.net/forum?id=hZhJTTjmUM
icml2026.csv
2,026
ICML
Klein Hyperbolic Metric Learning
Yulin Zhang; Boxuan Hu; Huimin Li; Junlin Hu
ICML 2026 Poster
https://openreview.net/forum?id=eTcQP26TD0
icml2026.csv
2,026
ICML
Interpretable Embeddings with Sparse Autoencoders: A Data Analysis Toolkit
Nick Jiang; Xiaoqing Sun; Lisa Dunlap; Lewis Smith; Neel Nanda
ICML 2026 Poster
https://openreview.net/forum?id=E98OvY1Syv
icml2026.csv
2,026
ICML
Improving Few-Shot Design Optimization By Exploiting Auxiliary Information
Arjun Mani; Carl Vondrick; Richard Zemel
ICML 2026 Poster
https://openreview.net/forum?id=oQKiPx8jlI
icml2026.csv
2,026
ICML
Uni-DocRobust: Universal Plug-and-Play Robustness Enhancement for Multi-modal LLMs via Feature Restoration
Yuxuan Zhou; Baole Wei; Xingjian Hu; Haowei Chen; Yu Li; Xingyue Lin; Liangcai Gao; Zhi Tang
ICML 2026 Poster
https://openreview.net/forum?id=ErZRlWv8kZ
icml2026.csv
2,026
ICML
Balancing plasticity and stability with Fast and Slow Successor Features
Raymond Chua; Doina Precup; Blake Richards
ICML 2026 Poster
https://openreview.net/forum?id=SbOzVVh3kr
icml2026.csv
2,026
ICML
Restoring Exploration after Post-Training: Latent Exploration Decoding for Large Reasoning Models
Wenhui Tan; Fiorenzo Parascandolo; Enver Sangineto; Jianzhong Ju; Zhenbo Luo; Qian Cao; Rita Cucchiara; Ruihua Song; Jian Luan
ICML 2026 Poster
https://openreview.net/forum?id=2jXDMGaNZk
icml2026.csv
2,026
ICML
Causal Matrix Completion under Multiple Treatments via Mixed Synthetic Nearest Neighbors
Minrui Luo; Zhiheng Zhang
ICML 2026 Poster
https://openreview.net/forum?id=Ir6N7U5Kea
icml2026.csv
2,026
ICML
PanoWorld-X: Generating Explorable Panoramic Worlds via Sphere-Aware Video Diffusion
Yuyang Yin; Hao-Xiang Guo; Fangfu Liu; Mengyu Wang; Hanwen Liang; Eric Li; Yikai Wang; Xiaojie Jin; Yao Zhao; Yunchao Wei
ICML 2026 Poster
https://openreview.net/forum?id=xEgoeNrp8B
icml2026.csv
2,026
ICML
From Text to Forecasts: Bridging Modality Gap with Temporal Evolution Semantic Space
Lehui Li; Yuyao Wang; Jisheng Yan; Wei Zhang; Jinliang Deng; Haoliang Sun; Zhongyi Han; Yongshun Gong
ICML 2026 Poster
https://openreview.net/forum?id=S2Fd1GEyv6
icml2026.csv
2,026
ICML
GameDevBench: Evaluating Agentic Capabilities Through Game Development
Wayne Chi; Yixiong Fang; Arnav Yayavaram; Siddharth Yayavaram; Seth Karten; Qiuhong Anna Wei; Runkun Chen; Alexander Wang; Valerie Chen; Ameet Talwalkar; Chris Donahue
ICML 2026 Poster
https://openreview.net/forum?id=Iexhb5lL3t
icml2026.csv
2,026
ICML
LagLLM: LLM-empowered lead–lag dependency learning for spatial-temporal time series forecasting
Binqing Wu; Jian Zhou; Zongjiang Shang; Ling Chen
ICML 2026 Poster
https://openreview.net/forum?id=64LGgWZ47X
icml2026.csv
2,026
ICML
Second-Order Smooth Planning with Optimal-Transport Bellman Smoothing
Tuan Dam
ICML 2026 Poster
https://openreview.net/forum?id=LrNH0O3s45
icml2026.csv
2,026
ICML
Asymptotic Optimality of the High-Dimensional Gaussian Mechanism and Improved Low-Dimensional Mechanisms for Differential Privacy
Alexander Bienstock; Antigoni Polychroniadou; Yu Wei
ICML 2026 Poster
https://openreview.net/forum?id=82Wosp2Iu1
icml2026.csv
2,026
ICML
DV-World: Benchmarking Data Visualization Agents in Real-World Scenarios
Jinxiang Meng; Shaoping Huang; Fangyu Lei; Jingyu Guo; Haoxiang Liu; Jiahao Su; Sihan Wang; Yao Wang; Enrui Wang; Ye Yang; Hongze Chai; Jinming Lyu; Anbang Yu; Huangjing Zhang; Yitong Zhang; Yiming Huang; Zeyao Ma; Shizhu He; Jun Zhao; Kang Liu
ICML 2026 Poster
https://openreview.net/forum?id=q2kihJvzqC
icml2026.csv
2,026
ICML
INDUCTION: Finite-Structure Concept Synthesis in First-Order Logic
Serafim Batzoglou
ICML 2026 Poster
https://openreview.net/forum?id=kny606LUdl
icml2026.csv
2,026
ICML
Sharpness-Aware Pretraining Mitigates Catastrophic Forgetting
Ishaan Watts; Catherine Li; Sachin Goyal; Jacob Mitchell Springer; Aditi Raghunathan
ICML 2026 Poster
https://openreview.net/forum?id=CHvRfubYke
icml2026.csv
2,026
ICML
Building Social World Model with Large Language Models
Haofei Yu; Yining Zhao; Guanyu Lin; Jiaxuan You
ICML 2026 Poster
https://openreview.net/forum?id=Wxqr2fkZmX
icml2026.csv
2,026
ICML
Understanding Deep Representation Learning via Layerwise Feature Compression and Discrimination
Peng Wang; Xiao Li; Can Yaras; Zhihui Zhu; Laura Balzano; Wei Hu; Qing Qu
ICML 2026 Poster
https://api.github.com/repos/JmlrOrg/v26
icml2026.csv
2,026
ICML
Why Deep Jacobian Spectra Separate: Depth-Induced Scaling and Singular-Vector Alignment
Nathanaël Haas; François Gatine; Augustin Cosse; Zied Bouraoui
ICML 2026 Poster
https://openreview.net/forum?id=2kSBDoP1rE
icml2026.csv
2,026
ICML
Efficient and Minimax-optimal In-context Nonparametric Regression with Transformers
Michelle Ching; Ioana Popescu; Nico Smith; Tianyi Ma; William Underwood; Richard Samworth
ICML 2026 Poster
https://openreview.net/forum?id=3hD1gzThtY
icml2026.csv
2,026
ICML
Adaptive Contracts for Cost-Effective AI Delegation
Tamar Garbuz; Ariel Procaccia; Eden Saig; Inbal Talgam-Cohen; Jamie Tucker-Foltz
ICML 2026 Poster
https://openreview.net/forum?id=TZeGBqnvRT
icml2026.csv
2,026
ICML
Alignment-Sensitive Minimax Rates for Spectral Algorithms with Learned Kernels
Dongming Huang; Zhifan Li; Yicheng Li; Qian Lin
ICML 2026 Poster
https://openreview.net/forum?id=4HrWo5x7YF
icml2026.csv
2,026
ICML
Provably Label-Efficient Conformal Prediction
Andrew Ilyas; Joonhyuk Ko; Jingwu Tang; Steven Wu; Jiahao Zhang
ICML 2026 Poster
https://openreview.net/forum?id=A3HTrOhVnD
icml2026.csv