year
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conference
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title
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2,026
ICML
The Role of Target Update Frequencies in Q-Learning
Simon Weissmann; Tilman Aach; Benedikt Wille; Sebastian Kassing; Leif Döring
ICML 2026 Poster
https://openreview.net/forum?id=X6i0PB7aJQ
icml2026.csv
2,026
ICML
Diffract: Spectral View of LLM Domain Adaptation
Nikita Borodin; Maria Krylova; Artem Zabolotnyi; Dmitry Aspisov; Egor Shikov; Nikita Tyuplyaev; Oleg Travkin; Roman Alferov; Dmitry Vinichenko
ICML 2026 Poster
https://openreview.net/forum?id=XBUHoiAGDE
icml2026.csv
2,026
ICML
Procedural Pretraining: Warming Up Language Models with Abstract Data
Liangze Jiang; Zachary Shinnick; Anton Hengel; Hemanth Saratchandran; Damien Teney
ICML 2026 Poster
https://openreview.net/forum?id=XFTTezxLdU
icml2026.csv
2,026
ICML
Contrastive Geometric Learning Unlocks Unified Structure- and Ligand-Based Drug Design
Lisa Schneckenreiter; Sohvi Luukkonen; Lukas Friedrich; Daniel Kuhn; Günter Klambauer
ICML 2026 Poster
https://openreview.net/forum?id=XJaXdi5R21
icml2026.csv
2,026
ICML
FlowMAP: Flow Matching for Generalizable Agent Planning
Jiarun Fu; Lizhong Ding; Qiuning Wei; Zhaohuan Linghu; Yurong Cheng; Changsheng Li; Tianlong Gu; Liang Chang; Ye Yuan; Guoren Wang
ICML 2026 Poster
https://openreview.net/forum?id=XPWjLxC0X1
icml2026.csv
2,026
ICML
SINQ: Sinkhorn-Normalized Quantization for Calibration-Free Low-Precision LLM Weights
Lorenz K. Muller; Philippe Bich; Jiawei Zhuang; Ahmet Çelik; Luca Benfenati; Lukas Cavigelli
ICML 2026 Poster
https://openreview.net/forum?id=XQjgmQ8P1n
icml2026.csv
2,026
ICML
Trust Region Inverse Reinforcement Learning
Anish Abhijit Diwan; Davide Tateo; Christopher Mower; Haitham Bou Ammar; Jan Peters; Oleg Arenz
ICML 2026 Poster
https://openreview.net/forum?id=XSYX75R6RC
icml2026.csv
2,026
ICML
A Perturbation Approach to Unconstrained Linear Bandits
Andrew Jacobsen; Dorian Baudry; Shinji Ito; Nicolò Cesa-Bianchi
ICML 2026 Poster
https://openreview.net/forum?id=XSpBSHzJAg
icml2026.csv
2,026
ICML
Domain Adaptation with Adaptive $f$-Divergence: Tighter Variational Representation and Generalization Bounds
Zhe Cheng; Fode Zhang; Lingrui Wang; Yifan Zhu; Jiaolong Wang
ICML 2026 Poster
https://openreview.net/forum?id=XX4oQ3pjZR
icml2026.csv
2,026
ICML
Functional Adjoint Sampler: Scalable Sampling on Infinite Dimensional Spaces
Byoungwoo Park; Juho Lee; Guan-Horng Liu
ICML 2026 Poster
https://openreview.net/forum?id=XcJk9un0Tb
icml2026.csv
2,026
ICML
Fair Decisions from Calibrated Scores: Achieving Optimal Classification While Satisfying Sufficiency
Etam Benger; Katrina Ligett
ICML 2026 Poster
https://openreview.net/forum?id=XiD5RhcEDK
icml2026.csv
2,026
ICML
CoRe: Collaborative Reasoning via Cross Teaching
Kshitij Mishra; Mirat Aubakirov; Martin Takac; Nils Lukas; Salem Lahlou
ICML 2026 Poster
https://openreview.net/forum?id=XjkpSHzysD
icml2026.csv
2,026
ICML
$f$-Divergence Regularized RLHF: Two Tales of Sampling and Unified Analyses
Di Wu; Chengshuai Shi; Jing Yang; Cong Shen
ICML 2026 Poster
https://openreview.net/forum?id=XrtiZYwcU4
icml2026.csv
2,026
ICML
Needles in the Haystack: Addressing Signal Dilution Improves scRNA-seq Perturbation Response Modeling and Evaluation
Gabriel Mejia; Henry Miller; Francis Leblanc; BO WANG; Brendan Swain; Lucas Paulo de Lima Camillo
ICML 2026 Poster
https://openreview.net/forum?id=XsrXLPxBJw
icml2026.csv
2,026
ICML
Exploring More to Solve More: Boosting Diversity in Text Diffusion Models via Entropy-Based Guidance
Jingwei Zhang; Haoyu LEI; Zijin Feng; Jiacheng Sun; Farzan Farnia
ICML 2026 Poster
https://openreview.net/forum?id=XtODOFDNwa
icml2026.csv
2,026
ICML
Normalization-equivariant Diffusion Models: Learning Posterior Samplers From Noisy And Partial Measurements
Brett Levac; Jon Tamir; Marcelo Pereyra; Julián Tachella
ICML 2026 Poster
https://openreview.net/forum?id=Xwxz41eYE6
icml2026.csv
2,026
ICML
Reflex: Real-Time Vision-Language-Action Control through Streaming Inference
Yuanchun Guo; Bingyan Liu
ICML 2026 Poster
https://openreview.net/forum?id=XzsZK1hvpv
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 Poster
https://openreview.net/forum?id=Y3K0pPyVcs
icml2026.csv
2,026
ICML
IVQ: Structured and Lightweight Vector Quantization via Binary Hierarchical Composition Inspired by $\textit{IChing}$
Heda Zuo; Junxian Wu; Fengjie Lu; Pei Chen; Lingyun Sun; Weitao You
ICML 2026 Poster
https://openreview.net/forum?id=Y3cUZ8fNnu
icml2026.csv
2,026
ICML
InteractBench: Benchmarking LLMs on Competitive Programming under Unrevealed Information
Jiaze Li; Aocheng Shen; Bing Liu; Boyu Zhang; Xiaoxuan Fan; Qiankun Zhang; Xianjun Deng
ICML 2026 Poster
https://openreview.net/forum?id=Y4T4w0Tj0l
icml2026.csv
2,026
ICML
Reranker Helps, but Not Enough: Towards Strong Poisoning Attacks Against Retrieval-Augmented Generation
Xiaokun Yang; Yesheng Liu; Xin Xiong; Jian Liang; Ran He; Tieniu Tan
ICML 2026 Poster
https://openreview.net/forum?id=Y54eyjHFqJ
icml2026.csv
2,026
ICML
Unifying Deep Stochastic Processes for Image Enhancement
Wojciech Kozłowski; Radosław Kuczbański; Kamil Adamczewski; Karol Szczypkowski; Maciej Zieba
ICML 2026 Poster
https://openreview.net/forum?id=Y7szlTydrp
icml2026.csv
2,026
ICML
When Can We Trust Survival Model Evaluation ?
Ghanem BAHRINI; Morgane Barbet-Massin; Sebastien Razakarivony; Valerie Gares; Jean-François Dupuy
ICML 2026 Poster
https://openreview.net/forum?id=Y9gsOEdaNE
icml2026.csv
2,026
ICML
Per-example Gradients: a New Frontier for Understanding and Improving Optimizers
Vincent Roulet; Atish Agarwala
ICML 2026 Poster
https://openreview.net/forum?id=YB6U1yWcGy
icml2026.csv
2,026
ICML
Privacy Amplification in Differentially Private Zeroth-Order Optimization with Hidden States
Eli Chien; Wei-Ning Chen; Pan Li
ICML 2026 Poster
https://openreview.net/forum?id=YBIGgUet07
icml2026.csv
2,026
ICML
Von Mises-Fisher Mixture Model with Dynamic Shrinkage for Realistic Test-Time Transduction
Jiazhen Huang; Zhiming Liu; Changhu Wang; Wei Ju; Ziyue Qiao; Xiao Luo
ICML 2026 Poster
https://openreview.net/forum?id=YHLkqytT2p
icml2026.csv
2,026
ICML
LLM4Branch: Large Language Model for Discovering Efficient Branching Policies of Integer Programs
Zhinan Hou; Xingchen Li; Yankai Zhang; Tianxun Li; Keyou You
ICML 2026 Poster
https://openreview.net/forum?id=YIzUTHEvG7
icml2026.csv
2,026
ICML
Learning to Execute Graph Algorithms Exactly with Graph Neural Networks
Muhammad Fetrat Qharabagh; Artur Back de Luca; George Giapitzakis; Kimon Fountoulakis
ICML 2026 Poster
https://openreview.net/forum?id=YKEmoqwkE9
icml2026.csv
2,026
ICML
Robust Inter-Series Dependency Modeling for Time Series Forecasting via Information-Theoretic Alignment
Wuqing Yu; Weichen Guo; Jian Zhou; Shuyu Luo; Jiacai Zhang
ICML 2026 Poster
https://openreview.net/forum?id=YQPQuHVLLQ
icml2026.csv
2,026
ICML
SENDAI: A Hierarchical Sparse-measurement, EfficieNt Data AssImilation Framework
Xingyue Zhang; Yuxuan Bao; Mars Liyao Gao; J. Nathan Kutz
ICML 2026 Poster
https://openreview.net/forum?id=YblLI3n0dn
icml2026.csv
2,026
ICML
Unsat Core Prediction through Polarity-Aware Representation Learning over Clause-Literal Hypergraphs
Zhenchao Sun; Shuai Ma; Ping Lu; Chongyang Tao
ICML 2026 Poster
https://openreview.net/forum?id=YdQq7DvUfI
icml2026.csv
2,026
ICML
DANCE: Dynamic, Available, Neighbor-gated Condensation for Federated Text-Attributed Graphs
Zekai Chen; Haodong Lu; Xunkai Li; Henan Sun; Jia Li; Hongchao Qin; Rong-Hua Li; Guoren Wang
ICML 2026 Poster
https://openreview.net/forum?id=YhEWC2HiJl
icml2026.csv
2,026
ICML
Long-term Fairness with Selective Labels
Giovani Valdrighi; Isabel Valera; Marcos M. Raimundo
ICML 2026 Poster
https://openreview.net/forum?id=Ykdbje3SDK
icml2026.csv
2,026
ICML
Learning Treatment Representations for Downstream Instrumental Variable Regression
Shiangyi Lin; Hui Lan; Vasilis Syrgkanis
ICML 2026 Poster
https://openreview.net/forum?id=Yy37YQCvCt
icml2026.csv
2,026
ICML
Dustin: Draft-Augmented Sparse Verification for Efficient Long-Context Generation with Speculative Decoding
Wen-Hung Lee; Jian-Jia Chen; Xiaolin Lin; Pei-Shuo Wang; Chi-Chih Chang; Chun-Che Yang; Wei-Chen Wang; Hanrui Wang; Ning-Chi Huang; Li Zhang; Kai-Chiang Wu
ICML 2026 Poster
https://openreview.net/forum?id=Z1Ju4QIZmg
icml2026.csv
2,026
ICML
The Double-Edged Nature of the Rashomon Set for Trustworthy Machine Learning
Ethan Hsu; Harry Chen; Chudi Zhong; Lesia Semenova
ICML 2026 Poster
https://openreview.net/forum?id=Z6OZh3CgkU
icml2026.csv
2,026
ICML
PDFBench: A Benchmark for De Novo Protein Design from Function
Jiahao Kuang; Nuowei Liu; Changzhi Sun; Jie Wang; Tao Ji; Yuanbin Wu
ICML 2026 Poster
https://openreview.net/forum?id=Z6dCaMpiqV
icml2026.csv
2,026
ICML
Context-Driven Incremental Compression for Multi-Turn Dialogue Generation
Yeongseo Jung; Jaehyeok Kim; Eunseo Jung; Jiachuan Wang; Yongqi Zhang; Ka Chun Cheung; Simon See; Lei Chen
ICML 2026 Poster
https://openreview.net/forum?id=ZGeVMaiIlb
icml2026.csv
2,026
ICML
Diffusion Models Preferentially Memorize Prototypical Examples or: Why Does My Diffusion Model Love Slop?
Marta Aparicio Rodriguez; Anastasia Borovykh; Grigorios A Pavliotis; Daniel Korchinski
ICML 2026 Poster
https://openreview.net/forum?id=ZIFQJumCbK
icml2026.csv
2,026
ICML
Active Timepoint Selection for Learning Measure-Valued Trajectories
Nicolas Huynh; Mihaela van der Schaar
ICML 2026 Poster
https://openreview.net/forum?id=ZLraoxBly2
icml2026.csv
2,026
ICML
Learning-to-Optimize via Deep Unfolded Flows
Augustinos Saravanos; Oswin So; H M Sabbir Ahmad; Chuchu Fan
ICML 2026 Poster
https://openreview.net/forum?id=ZOtOq7hxJP
icml2026.csv
2,026
ICML
CORRECT: COndensed eRror RECognition via knowledge Transfer in multi-agent systems
Yifan Yu; Moyan Li; Shaoyuan Xu; Jinmiao Fu; Xinhai Hou; Fan Lai; Bryan Wang
ICML 2026 Poster
https://openreview.net/forum?id=ZUDdYZSwr4
icml2026.csv
2,026
ICML
Clipping Bottleneck: Stabilizing RLVR via Stochastic Recovery of Near-Boundary Signals
Shuo Yang; Jinda Lu; Chiyu Ma; Kexin Huang; Haoming Meng; Qihui Zhang; Yuyang Liu; Bolin Ding; Guoyin Wang; Li Yuan; Jingren Zhou
ICML 2026 Poster
https://openreview.net/forum?id=ZXFTvoBZ1B
icml2026.csv
2,026
ICML
Beyond Magnitude: Scale-Invariant Evidential Fusion for Multi-View Classification
Wei Liu; Yufei Chen; Jie Shi; Xiaodong Yue
ICML 2026 Poster
https://openreview.net/forum?id=ZZNKx9eZMB
icml2026.csv
2,026
ICML
Clustering as Reasoning: A $k$-Means Interpretation of Chain-of-Thought Graph Learning
Xuanting Xie; Zhaochen Guo; Bingheng Li; Xingtong Yu; Zhifei Liao; zhao kang; Yuan Fang
ICML 2026 Poster
https://openreview.net/forum?id=Zg9rjewo83
icml2026.csv
2,026
ICML
Efficient RL Training for LLMs with Experience Replay
Charles Arnal; Vivien Cabannnes; Taco Cohen; Julia Kempe; REMI MUNOS
ICML 2026 Poster
https://openreview.net/forum?id=ZlnD9QlfZh
icml2026.csv
2,026
ICML
SI-IGCL: Subject Invariance-aware Inverse Graph Contrastive Learning for Psychiatric Disorder Identification
Jiayu Lu; Yujin Wang; Xiaofeng Liu; Dandan Li; Bin Wang
ICML 2026 Poster
https://openreview.net/forum?id=ZoYQxFtDVM
icml2026.csv
2,026
ICML
Task-Awareness Improves LLM Generations and Uncertainty
Tim Tomov; Dominik Fuchsgruber; Stephan Günnemann
ICML 2026 Poster
https://openreview.net/forum?id=Zuews4ULW6
icml2026.csv
2,026
ICML
Learning-To-Measure: In-Context Active Feature Acquisition
Yuta Kobayashi; Zilin Jing; Jiayu Yao; Hongseok Namkoong; Shalmali Joshi
ICML 2026 Poster
https://openreview.net/forum?id=ZumBSRsRbE
icml2026.csv
2,026
ICML
Selecting Samples on Graphs: A Unified Dataset Pruning Framework for Lossless Training Acceleration
Dongyue Wu; Zilin Guo; Xiaoyu Li; Jiajia Liu; Jingdong Chen; Nong Sang; Changxin Gao
ICML 2026 Poster
https://openreview.net/forum?id=a3GdvuPItd
icml2026.csv
2,026
ICML
Reuse your FLOPs: Scaling RL on Hard Problems by Conditioning on Very Off-Policy Prefixes
Amrith Setlur; Zijian Wang; Andrew Cohen; Paria Rashidinejad; Sang Michael Xie
ICML 2026 Poster
https://openreview.net/forum?id=a5itZI3DeQ
icml2026.csv
2,026
ICML
Think Fast and Slow: Step-Level Cognitive Depth Adaptation for LLM Agents
Ruihan Yang; Fanghua Ye; Xiang Wei; Ruoqing Zhao; Kang Luo; Xinbo Xu; Bo Zhao; Ruotian Ma; Shanyi Wang; Zhaopeng Tu; Xiaolong Li; Deqing Yang; Liefeng Bo
ICML 2026 Poster
https://openreview.net/forum?id=a6KDxLeU7y
icml2026.csv
2,026
ICML
Provably Valid Uncertainty Quantification for Deep Computed Tomography
Matteo Gätzner; Johannes Kirschner
ICML 2026 Poster
https://openreview.net/forum?id=a6vCNSBBeq
icml2026.csv
2,026
ICML
Theoretical Characterization of Generalization in Knowledge Distillation
Xiangchao Li; Xiao Han; Qing Yang; Xin Tong
ICML 2026 Poster
https://openreview.net/forum?id=a8kD1LcwZf
icml2026.csv
2,026
ICML
Geodesic Flow Matching for Denoising High-Dimensional Structured Representations
Karim Habashy; Chris Eliasmith
ICML 2026 Poster
https://openreview.net/forum?id=a9CuW1f0CT
icml2026.csv
2,026
ICML
Causal-aware Anomaly Detection for Tabular Data
Dang Nguyen; Tu Anh Hoang Nguyen; Thuc Le; Svetha Venkatesh; Trung Le; Sunil Gupta
ICML 2026 Poster
https://openreview.net/forum?id=aB9PaI3Rw2
icml2026.csv
2,026
ICML
T$^2$PO: Uncertainty-Guided Exploration Control for Stable Multi-Turn Agentic Reinforcement Learning
Haixin Wang; Hejie Cui; Chenwei Zhang; Xin Liu; Shuowei Jin; Shijie Geng; Xinyang Zhang; Nasser Zalmout; Zhenyu Shi; Yizhou Sun
ICML 2026 Poster
https://openreview.net/forum?id=aD1zjvdJN4
icml2026.csv
2,026
ICML
On the Power of Statistics in Class-Incremental Learning with Pretrained Models
Zhiwen Cao; Yanfeng Li; Shudong Huang; Yalan Ye; Shuyin Xia; Yi Wang; Jiancheng Lv
ICML 2026 Poster
https://openreview.net/forum?id=aFV5K8vPAI
icml2026.csv
2,026
ICML
The Geometry of Representational Failures in Vision Language Models
Daniele Savietto; Declan Campbell; André Panisson; Marco Nurisso; Giovanni Petri; Jonathan Cohen; Alan Perotti
ICML 2026 Poster
https://openreview.net/forum?id=aH4SdgRaW7
icml2026.csv
2,026
ICML
Foundations of Equivariant Deep Learning: Unifying Graph and Sheaf Neural Networks
Yoshihiro Maruyama
ICML 2026 Poster
https://openreview.net/forum?id=aIH1jyU37z
icml2026.csv
2,026
ICML
Riemannian stochastic optimization for sufficient dimension reduction
Thibault Pautrel; François Portier
ICML 2026 Poster
https://openreview.net/forum?id=aLnPza1dyT
icml2026.csv
2,026
ICML
DistFlow: A Fully Distributed RL Framework for Scalable and Efficient LLM Post-Training
zhixin wang; Jiaming Xu; Tianyi Zhou; Mingjun Zhang; Liming Liu; JiaruiHu; Dian Yang; TongYu Wang; Ping Zhang; Jinlong Hou; Siyuan Feng; Yuan Cheng; Yuan Qi
ICML 2026 Poster
https://openreview.net/forum?id=aPPEyZpKkp
icml2026.csv
2,026
ICML
AlignedNorm: Prompting Vision–Language Models via Coupled Prompt Field
Qi Ma; Chen-Yang Wang; Dehong Gao; Deng-Ping Fan
ICML 2026 Poster
https://openreview.net/forum?id=aQAWAtrxxe
icml2026.csv
2,026
ICML
SMM Transformer: Leveraging Spiking Neural Networks for Multimodal Tasks
Xiubo Liang; Jinxing Han; Yuke Li; Haoqi Zhu; Yu Zhao; Hongzhi Wang
ICML 2026 Poster
https://openreview.net/forum?id=aQmrtnFhqw
icml2026.csv
2,026
ICML
LeakGFN: Robust Molecular Generation in Generative Flow Networks via Flow Decomposition
Hwanhee Kim; Seungyeon Choi; Sanghyun Park
ICML 2026 Poster
https://openreview.net/forum?id=aS5zkIyzpG
icml2026.csv
2,026
ICML
Evolutionary Multi-View Classification with Label Noise via Gradient and Feature Dual-Perception
Shuai Li; Xinyan Liang; Yuhua Qian; Li Lv
ICML 2026 Poster
https://openreview.net/forum?id=aWUlNpaZs1
icml2026.csv
2,026
ICML
Rethinking Forgery Attacks on Semantic Watermarks in Black-Box Settings: A Geometric Distortion Perspective
Cheng-Yi Lee; Yichi Zhang; Yuchen Yang; Chun-Shien Lu; Jun-Cheng Chen
ICML 2026 Poster
https://openreview.net/forum?id=abAtCFbDqc
icml2026.csv
2,026
ICML
DELTA4: Sparse Matrix-Vector Multiplication for Low Sparsity
Vladimír Macko; Vladimír Boža
ICML 2026 Poster
https://openreview.net/forum?id=ah9xkFXCV6
icml2026.csv
2,026
ICML
HTAC: Hierarchical Task-Aware Composition for Continual Offline Reinforcement Learning
Qiyang Zhou; Xu Ruihang; Peng Wang; Wenjie Lu; Xiaochun Cao; Naiqiang Tan; Li Shen
ICML 2026 Poster
https://openreview.net/forum?id=akfJfpUEBj
icml2026.csv
2,026
ICML
ML-Embed: Inclusive and Efficient Embeddings for a Multilingual World
Ziyin Zhang; Zihan Liao; Hang Yu; Peng Di; Rui Wang
ICML 2026 Poster
https://openreview.net/forum?id=amwGknX1Bx
icml2026.csv
2,026
ICML
EMBGUARD: Constructing Hazard-Aware Guardrails for Safe Planning in Embodied Agents
Dongwook Choi; Taeyoon Kwon; Bogyung Jeong; Minju Kim; Yeonjun Hwang; Hyojun Kim; Byungchul Kim; Young Kyun Jang; Jinyoung Yeo
ICML 2026 Poster
https://openreview.net/forum?id=aoUVQ5d8vf
icml2026.csv
2,026
ICML
Learning High-Frequency Continuous Action Chunks in Latent Space
Kunyun Wang; Yuhang Zheng; Jieru Zhao; Yupeng Zheng; Wenchao Ding
ICML 2026 Poster
https://openreview.net/forum?id=aphjc9yoLf
icml2026.csv
2,026
ICML
Rethinking Multimodal Time-Series Forecasting Evaluation
Haoxin Liu; Yichen Zhou; Rajat Sen; B. Aditya Prakash; Abhimanyu Das
ICML 2026 Poster
https://openreview.net/forum?id=auG2Cr76ed
icml2026.csv
2,026
ICML
Language Model Augmented Semi-Supervised Statistical Inference
Xinrui Ruan; Yingfei Wang; Waverly Wei; Jingshen Wang
ICML 2026 Poster
https://openreview.net/forum?id=bFy2cGMR2S
icml2026.csv
2,026
ICML
Smooth Multi-Policy Causal Effect Estimation in Longitudinal Settings
Wenxin Chen; Weishen Pan; Kyra Gan; Fei Wang
ICML 2026 Poster
https://openreview.net/forum?id=bIcz7bIZSo
icml2026.csv
2,026
ICML
EvoEGF-Mol: Evolving Exponential Geodesic Flow for Structure-based Drug Design
Yaowei Jin; Junjie Wang; Cheng Cao; Penglei Wang; Duo An; Qian Shi
ICML 2026 Poster
https://openreview.net/forum?id=bOlF0eLPXa
icml2026.csv
2,026
ICML
UniMapping: Unified SLAM Framework for Map-Centric Embodied Perception
Xiaze Zhang; Ziheng Ding; Yuejie Zhang; lifeng chen; Rui Feng
ICML 2026 Poster
https://openreview.net/forum?id=bQkKVGuHZA
icml2026.csv
2,026
ICML
Zooming without Zooming: Region-to-Image Distillation for Fine-Grained Multimodal Perception
Lai Wei; Liangbo He; jun lan; Lingzhong Dong; Yutong Cai; Siyuan Li; Huijia Zhu; Weiqiang Wang; Linghe Kong; Yue Wang; Zhuosheng Zhang; Weiran Huang
ICML 2026 Poster
https://openreview.net/forum?id=bVXx0K0j4c
icml2026.csv
2,026
ICML
FloorplanQA: A Benchmark for Spatial Reasoning in LLMs using Structured Representations
Fedor Rodionov; Abdelrahman Eldesokey; Michael Birsak; John Femiani; Bernard Ghanem; Peter Wonka
ICML 2026 Poster
https://openreview.net/forum?id=bcN12UkftY
icml2026.csv
2,026
ICML
From Noise to Control: Parameterized Diffusion Policies
Renhao Zhang; Haotian Fu; Mingxi Jia; George Konidaris; Yilun Du; Bruno C. da Silva
ICML 2026 Poster
https://openreview.net/forum?id=bjoDtIUSvx
icml2026.csv
2,026
ICML
From Guessing to Placeholding: A Cost-Theoretic Framework for Uncertainty-Aware Code Completion
Liang Zhu; Haolin Chen; Lidong Zhao; Xian Wu
ICML 2026 Poster
https://openreview.net/forum?id=bkCPa5RDbm
icml2026.csv
2,026
ICML
Dissecting Causal Mechanism Shifts via FANS: Function And Noise Separation
Gyeongdeok Seo; Jaeyoon Shim; Mingyu Kim; Hoyoon Byun; Yonghan Jung; Kyungwoo Song
ICML 2026 Poster
https://openreview.net/forum?id=blowNYT1qn
icml2026.csv
2,026
ICML
RTPrune: Reading-Twice Inspired Token Pruning for Efficient DeepSeek-OCR Inference
Ben Wan; Yan Feng; Zihan Tang; Weizhe Huang; Yuting Zeng; Jia Wang; Tongxuan Liu
ICML 2026 Poster
https://openreview.net/forum?id=bniyv9QWYc
icml2026.csv
2,026
ICML
Interpreting Genomic Language Models using Sparse Autoencoders
Akira Nair; Jaehyun Joo; Jonghyun Lee; Lina Takemaru; Yidi Huang; Manu Shivakumar; Matthew Lee; Jaesik Kim; Sokratis Apostolidis; Dokyoon Kim
ICML 2026 Poster
https://openreview.net/forum?id=boBP35BB2U
icml2026.csv
2,026
ICML
MonoScale: Scaling Multi-Agent System with Monotonic Improvement
Shuai Shao; Yixiang Liu; Bingwei Lu; Weinan Zhang
ICML 2026 Poster
https://openreview.net/forum?id=bwqwuJM68F
icml2026.csv
2,026
ICML
Learning to Reason for Factuality
Xilun Chen; Ilia Kulikov; Vincent-Pierre Berges; Barlas Oğuz; Rulin Shao; Gargi Ghosh; Scott Yih
ICML 2026 Poster
https://openreview.net/forum?id=byZ7DoyDNd
icml2026.csv
2,026
ICML
Learn to Merge: Meta-Learning for Adaptive Multi-Task Model Merging
Jun Chen; Qin Zhang; Weizhi Zhang; Xiao Luo; Philip Yu; Ziyue Qiao
ICML 2026 Poster
https://openreview.net/forum?id=c11G7lmfhm
icml2026.csv
2,026
ICML
Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Zhixuan Liang; Yizhuo Li; Tianshuo Yang; CHENGYUE WU; Sitong Mao; Liuao Pei; Tian Nian; Shunbo Zhou; Xiaokang Yang; Jiangmiao Pang; Yao Mu; Ping Luo
ICML 2026 Poster
https://openreview.net/forum?id=c3BVcHcSiR
icml2026.csv
2,026
ICML
InfoDLM: an Information-Adaptive Framework for Discrete Diffusion Language Model Pretraining
Shirou Jing; Chunshu Wu; Chuan Liu; Arghavan Bahadorinejad; Feitong Qiao; Dongfang Liu; Tony Geng
ICML 2026 Poster
https://openreview.net/forum?id=c5fRyYtMos
icml2026.csv
2,026
ICML
DisjunctiveNet: Neural Symbolic Learning via Differentiable Convexified Optimization Layers
Shraman Pal; Can Li
ICML 2026 Poster
https://openreview.net/forum?id=c88GPpURN8
icml2026.csv
2,026
ICML
Consistent Zero-Shot Imitation with Contrastive Goal Inference
Kathryn Wantlin; Chongyi Zheng; Benjamin Eysenbach
ICML 2026 Poster
https://openreview.net/forum?id=cBfpI4aLCZ
icml2026.csv
2,026
ICML
BESplit: Bias-Compensated Split Federated Learning with Evidential Aggregation
Yuhan Xie; Chen Lyu; Jingrong Huang
ICML 2026 Poster
https://openreview.net/forum?id=cFEyszuOPF
icml2026.csv
2,026
ICML
BLISS: A Lightweight Bilevel Influence Scoring Method for Data Selection in Language Model Pretraining
Jie Hao; Rui Yu; Wei Zhang; Huixia Judy Wang; Jie Xu; Mingrui Liu
ICML 2026 Poster
https://openreview.net/forum?id=cFWgTYm1hW
icml2026.csv
2,026
ICML
Certifying Capabilities from Finite Tests: When Is It Possible?
Changlong Wu; Jin Sima; Wojciech Szpankowski
ICML 2026 Poster
https://openreview.net/forum?id=cNCWYrSV5R
icml2026.csv
2,026
ICML
Hom-PGD+: Fast Reparameterized Optimization over Non-convex Ball-Homeomorphic Set
Chenghao Liu; Enming Liang; Minghua Chen
ICML 2026 Poster
https://openreview.net/forum?id=cOKyRhR8uZ
icml2026.csv
2,026
ICML
Offline Two-Player Zero-Sum Markov Games with KL Regularization
Claire Chen; Yuheng Zhang; Xinyu Liu; Zixuan Xie; Shuze Liu; Nan Jiang
ICML 2026 Poster
https://openreview.net/forum?id=cQD2wxFhFG
icml2026.csv
2,026
ICML
Fast Mixing Steady-State Control in Markov Decision Processes
Federico Corso; Marco Mussi; Alberto Maria Metelli
ICML 2026 Poster
https://openreview.net/forum?id=cTBdiaLjlT
icml2026.csv
2,026
ICML
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training
Haixu Wu; Minghao Guo; Zongyi Li; Zhiyang Dou; Mingsheng Long; Kaiming He; Wojciech Matusik
ICML 2026 Poster
https://openreview.net/forum?id=cVO0eX8vLQ
icml2026.csv
2,026
ICML
MEG-XL: Data-Efficient Brain-to-Text via Long-Context Pre-Training
Dulhan Jayalath; ʻŌiwi Parker Jones
ICML 2026 Poster
https://openreview.net/forum?id=cefix4VmhS
icml2026.csv
2,026
ICML
Hide&Seek: Learning to explain in an end-to-end differentiable network
Tal Ellinson; Hadi Mohasel Afshar; Sally Cripps
ICML 2026 Poster
https://openreview.net/forum?id=clEOesfIql
icml2026.csv