year
int64
conference
string
title
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authors
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url
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source_file
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2,026
ICML
Lower Complexity Bounds for Nonconvex-Strongly-Convex Bilevel Optimization with First-Order Oracles
Kaiyi Ji
ICML 2026 Poster
https://openreview.net/forum?id=2m0o0Fdqu6
icml2026.csv
2,026
ICML
KUMA: A Novel Framework with Koopman Separation and Efficient Multilevel Extraction in Time Series Forecasting
Sijie Xiong; Cheng Tang; Atsushi Shimada
ICML 2026 Poster
https://openreview.net/forum?id=KIJq2riCoy
icml2026.csv
2,026
ICML
Overcoming the Modality Gap in Context-Aided Forecasting
Vincent Zheng; Étienne Marcotte; Arjun Ashok; Andrew Williams; Lijun Sun; Alexandre Drouin; Valentina Zantedeschi
ICML 2026 Poster
https://openreview.net/forum?id=NOHlqCnYot
icml2026.csv
2,026
ICML
Words Towards Explainability: Caption Label-Free Learning via Dual Loop Agentic Time Series Captioning
Difei Hou; Jiaqi Yue; Chunhui Zhao
ICML 2026 Poster
https://openreview.net/forum?id=NezhkAYLK8
icml2026.csv
2,026
ICML
Time Series Reasoning via Process-Verifiable Thinking Data Synthesis and Scheduling for Tailored LLM Reasoning
Jiahui Zhou; Dan Li; Boxin Li; Xiao Zhang; Erli Meng; Lin Li; Zhuomin Chen; Jian Lou; See-Kiong Ng
ICML 2026 Poster
https://openreview.net/forum?id=O3tDdAGKkj
icml2026.csv
2,026
ICML
Channel Adapter for Time Series Foundation Models in Zero-Shot Multivariate Forecasting
Dongyuan Li; Renhe Jiang; Shun Zheng; Zheng Dong; Haotian Gao; Ying Zhang; Jiang Bian
ICML 2026 Poster
https://openreview.net/forum?id=OJriSoFuDq
icml2026.csv
2,026
ICML
Beyond Extrapolation: Knowledge Utilization Paradigm with Bidirectional Inspiration for Time Series Forecasting
Liu Chong; Yingjie Zhou; Hao Li; Pengyang Wang; Qingsong Wen; Ce Zhu
ICML 2026 Poster
https://openreview.net/forum?id=XAyI76nJRt
icml2026.csv
2,026
ICML
TF-FACE: Time-Frequency Fusion Learning via Frequency-Domain Adaptive and Controllable Enhancement for Trajectory Prediction
Dongjian Song; Yunhao Meng; Songjun Huang; Jiayi Han
ICML 2026 Poster
https://openreview.net/forum?id=XCqnmajjW5
icml2026.csv
2,026
ICML
Dynamic Relational Priming Improves Transformer in Multivariate Time Series
Hunjae Lee; Corey Clark
ICML 2026 Poster
https://openreview.net/forum?id=bz66grGgjI
icml2026.csv
2,026
ICML
DRL-STAF: A DRL Framework for State-aware Forecasting of Complex Multivariate Hidden Markov Process
Manrui Jiang; Jingru Huang; Yong Chen; Chen Zhang
ICML 2026 Poster
https://openreview.net/forum?id=hyksWoNb7h
icml2026.csv
2,026
ICML
“Do Diffusion Models Dream of Electric Planes?” Discrete and Continuous Simulation-Based Inference for Aircraft Design
Aurelien Ghiglino; Daniel Elenius; Anirban Roy; Ramneet Kaur; Manoj Acharya; Colin Samplawski; Brian Matejek; Susmit Jha; Juan Alonso; Adam Cobb
ICML 2026 Poster
https://openreview.net/forum?id=0COq6zy5kN
icml2026.csv
2,026
ICML
3D-DLP: Self-supervised 3D Object-centric Scene Representation Learning
Ellina Zhang; Madhavan Iyengar; Amir Zadeh; Chuan Li; David Held; Deepak Pathak; Tal Daniel
ICML 2026 Poster
https://openreview.net/forum?id=vIotI25gJz
icml2026.csv
2,026
ICML
SE-GA: Memory-Augmented Self-Evolution for GUI Agents
shilong jin; Lanjun Wang; Zhuosheng Zhang
ICML 2026 Poster
https://openreview.net/forum?id=9S9V5ntQJM
icml2026.csv
2,026
ICML
LMM4-IC4K: A Large Multimodal Model Powered Integrated Circuit Footprint Geometry Understanding
Yida Wang; Taiting Lu; Runze Liu; Lanqing Yang; Zhe Chen; Yuehai Wang; Yixin Liu; Kaiyuan Lin; XiaoMeng Chen; Dian Ding; Yijie Li; Yifan Yang; Yi-Chao Chen; yincheng jin; Mahanth Gowda
ICML 2026 Poster
https://openreview.net/forum?id=GfJao7wf4s
icml2026.csv
2,026
ICML
LaRA-Fusion: Latent-Robust Adaptation via Dual-Loop Constraints for Infrared and Visible Image Fusion
Yaru Su; Chaowei Huang; Huangbiao Xu; Xiao Ke
ICML 2026 Poster
https://openreview.net/forum?id=u6UnapBLWr
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 Poster
https://openreview.net/forum?id=IYSBJvVRTx
icml2026.csv
2,026
ICML
EnsembleVLA: Ensemble Learning for Vision-Language Action Models
Mingchen Song; Xiang Deng; Jie Wei; Dongmei Jiang; Liqiang Nie; Weili Guan
ICML 2026 Poster
https://openreview.net/forum?id=neqx78aDMx
icml2026.csv
2,026
ICML
SKETCH: Semantic Key-Point Conditioning for Long-Horizon Vessel Trajectory Prediction
Linyong Gan; Zimo Li; Wenxin XU; Xingjian Li; Jianhua Huang; Enmei Tu; Shuhang Chen
ICML 2026 Poster
https://openreview.net/forum?id=RYTZ3Y2mBJ
icml2026.csv
2,026
ICML
4DPC$^2$hat: Towards Dynamic Point Cloud Understanding with Failure-Aware Bootstrapping
Xindan Zhang; Weilong Yan; YUFEI SHI; Xuerui Qiu; Tao He; Ying Li; Ming Li; Hehe Fan
ICML 2026 Poster
https://openreview.net/forum?id=UUJQGmt5GS
icml2026.csv
2,026
ICML
Recovering Policy-Induced Errors: Benchmarking and Trajectory Synthesis for Robust GUI Agents
Tianpeng Bu; Xin Liu; Qihua Chen; Hao Jiang; Shurui Li; hongtao duan; Lu Jiang; lulu hu; Bin Yang; Minying Zhang
ICML 2026 Poster
https://openreview.net/forum?id=iJwDylm93H
icml2026.csv
2,026
ICML
Bioacoustic Geolocation: Species Sounds as Geographic Signals
Mustafa Chasmai; Wuao Liu; Subhransu Maji; Grant Horn
ICML 2026 Poster
https://openreview.net/forum?id=okWAqiCEQD
icml2026.csv
2,026
ICML
Distributionally Robust Reinforcement Learning with Human Feedback
Debmalya Mandal; Paulius Sasnauskas; Goran Radanovic
ICML 2026 Poster
https://openreview.net/forum?id=6GeYRoYKWP
icml2026.csv
2,026
ICML
Deep Trajectory Supervision: Deep Supervision Strikes Back
Han Wang; Weijie Wang; Jiaqi Liu; Hilde Kuehne; Nicu Sebe
ICML 2026 Poster
https://openreview.net/forum?id=N9kBjRH0Cx
icml2026.csv
2,026
ICML
Holonomy Grid Codes for Generalisation Under Directed Actions
Pradeep Singh; Balasubramanian Raman
ICML 2026 Poster
https://openreview.net/forum?id=RJBvW7ZdhG
icml2026.csv
2,026
ICML
Off-Policy Evaluation for Missingness-Aware Policies in MDPs with Rewards Missing Not at Random
Ziheng Wei; Rui Miao; Annie Qu
ICML 2026 Poster
https://openreview.net/forum?id=vpSFJoxyDz
icml2026.csv
2,026
ICML
EDCO: Dynamic Curriculum Orchestration for Domain-specific Large Language Model Fine-tuning
Jing-Cheng Pang; Sun Liu; Chang Zhou; txan; Haichuan Ma; KUN JIANG; Jianlong Wang; Kai Zhang; Sijie Wu; Haoran Cai; Chenwei Wu; Xubin Li; Xin Chen
ICML 2026 Poster
https://openreview.net/forum?id=NiHC3GlPQU
icml2026.csv
2,026
ICML
R1-SyntheticVL: Is Synthetic Data from Generative Models Ready for Multimodal Large Language Model?
Jingyi Zhang; Tianyi Lin; Huanjin Yao; Xiang Lan; Shunyu Liu; Jiaxing Huang
ICML 2026 Poster
https://openreview.net/forum?id=t1Ki6pM2EG
icml2026.csv
2,026
ICML
The Two-Hump Problem: Bridging the Difficulty Gap in Mathematical Reinforcement Learning
Lucas Fagan; Michele Tarquini; Ali Shehper; Maksymilian Manko; Angus Gruen; Coco Huang; Giorgi Butbaia; Davide Passaro; Sergei Gukov
ICML 2026 Poster
https://openreview.net/forum?id=PUQ0rrmuDM
icml2026.csv
2,026
ICML
Learning to Perceive the World Through Control: Empowerment-Based Representation Learning
Mahsa Bastankhah; Sophie Broderick; Benjamin Eysenbach
ICML 2026 Poster
https://openreview.net/forum?id=ZAZb1ZGnFH
icml2026.csv
2,026
ICML
Dreaming in Code for Curriculum Learning in Open-Ended Worlds
Konstantinos Mitsides; Maxence Faldor; Antoine Cully
ICML 2026 Poster
https://openreview.net/forum?id=dctdzmYeej
icml2026.csv
2,026
ICML
Trust-Region Diffusion Policies for Massively Parallel On-Policy RL
Huy Le; Onur Celik; Denis Blessing; Tai Hoang; Claas Voelcker; Axel Brunnbauer; Felix Richter; Michael Volpp; Gerhard Neumann
ICML 2026 Poster
https://openreview.net/forum?id=mGu2fs7kJt
icml2026.csv
2,026
ICML
Milestone-Guided Policy Learning for Long-Horizon Language Agents
Zixuan Wang; Yuchen Yan; Hongxing Li; Teng Pan; Dingming Li; Ruiqing Zhang; Weiming Lu; Jun Xiao; Yueting Zhuang; Yongliang Shen
ICML 2026 Poster
https://openreview.net/forum?id=Ga3AR4EF6R
icml2026.csv
2,026
ICML
Scalable Traffic Signal Control with Shared Policy Framework
Haolun MA; Yanchen ZHU; Zizhuo Xu; Weijie Shi; Jiajie Xu; Lei Li
ICML 2026 Poster
https://openreview.net/forum?id=Y8dBzpAdkt
icml2026.csv
2,026
ICML
TaskLoom: Weaving Knowledge Across Tasks in World Models
Qingzhang Zeng; Peixi Peng; hang li; Luntong Li; Yonghong Tian
ICML 2026 Poster
https://openreview.net/forum?id=L6Vw6CvKHi
icml2026.csv
2,026
ICML
Transferable Reinforcement Learning via Probabilistic Latent Embeddings and Dynamic Policy Adaptation for Sim-to-Real Deployment
Gengyue Han; Yiheng Feng
ICML 2026 Poster
https://openreview.net/forum?id=wZMdhuTXoz
icml2026.csv
2,026
ICML
Active Curriculum Refinement for Reinforcement Learning
Zhenya Liu; Yuxin Chen
ICML 2026 Poster
https://openreview.net/forum?id=BhS108cyjT
icml2026.csv
2,026
ICML
Dream-MPC: Gradient-Based Model Predictive Control with Latent Imagination
Jonathan Spieler; Sven Behnke
ICML 2026 Poster
https://openreview.net/forum?id=Ym6ud8Psx1
icml2026.csv
2,026
ICML
Multi-view Consistent Latent Action Learning for World Modeling and Control
Shenghua Wan; Xiaohai Hu; Xunlan Zhou; lei yuan; Le Gan; De-Chuan Zhan
ICML 2026 Poster
https://openreview.net/forum?id=i8Ob0TMeMP
icml2026.csv
2,026
ICML
MatchFixAgent: Language-Agnostic Autonomous Repository-Level Code Translation Validation and Repair
Ali Reza Ibrahimzada; Brandon Paulsen; Reyhaneh Jabbarvand; Joey Dodds; Daniel Kroening
ICML 2026 Poster
https://openreview.net/forum?id=MuyXpH3GL1
icml2026.csv
2,026
ICML
CFPO : Counterfactual Policy Optimization For Multimodal Reasoning
Zhangyuan Yu; Wanran Sun; Guangjing Yang; Xiaohu Wu; Qicheng Lao
ICML 2026 Poster
https://openreview.net/forum?id=BfWFCVjsNe
icml2026.csv
2,026
ICML
Learning Transferable Interaction Primitives from Game Videos for Humanoids
Xiangming Zhu; Huayu Deng; Haoran Zhao; Yiwei Hao; Yunbo Wang
ICML 2026 Poster
https://openreview.net/forum?id=Gd2S0bJqNZ
icml2026.csv
2,026
ICML
Beyond the Proxy: Trajectory-Distilled Guidance for Offline GFlowNet Training
Ruishuo Chen; Xun Wang; Rui Hu; Zhuoran Li; Longbo Huang
ICML 2026 Poster
https://openreview.net/forum?id=eoFrV13CN7
icml2026.csv
2,026
ICML
MacroGuide: Topological Guidance for Macrocycle Generation
Alicja Maksymiuk; Alexandre Duplessis; Ismail Ceylan; Alexander Tong; Fernanda Duarte; Michael Bronstein
ICML 2026 Poster
https://openreview.net/forum?id=Cdi2lBTm3M
icml2026.csv
2,026
ICML
Conformal Prediction for Early Stopping in Mixed Integer Optimization
Stefan Clarke; Bartolomeo Stellato
ICML 2026 Poster
https://openreview.net/forum?id=nXsHRrysJX
icml2026.csv
2,026
ICML
Threat2Traffic: Multi-Agent Environment Synthesis for Malware Traffic Generation from Threat Intelligence
Haoyang Chen; Chang Liu; Zhong Guan; Junzheng Shi; Gaopeng Gou; Gang Xiong
ICML 2026 Poster
https://openreview.net/forum?id=MrcEFZ5ckv
icml2026.csv
2,026
ICML
Geometry-Misalignment in Distributional Learning
Tao Wang; Xiaoting Zhong
ICML 2026 Poster
https://openreview.net/forum?id=oySSc3QcoT
icml2026.csv
2,026
ICML
BM^2: Coupled Schrödinger Bridge Matching
Stefano Peluchetti
ICML 2026 Poster
TMLR-2026
icml2026.csv
2,026
ICML
PipeSD: An Efficient Cloud-Edge Collaborative Pipeline Inference Framework with Speculative Decoding
Yunhe Han; Yunqi Gao; Bing Hu; Mahdi Boloursaz Mashhadi; Yitong Duan; Pei Xiao; Yanfeng Zhang
ICML 2026 Poster
https://openreview.net/forum?id=1ebAvNphi7
icml2026.csv
2,026
ICML
Multi-Accurate CATE is Robust to Unknown Covariate Shifts
Christoph Kern; Michael Kim; Angela Zhou
ICML 2026 Poster
TMLR-2026
icml2026.csv
2,026
ICML
CANDI: Hybrid Discrete-Continuous Diffusion Models
Patrick Pynadath; Jiaxin Shi; Ruqi Zhang
ICML 2026 Poster
https://openreview.net/forum?id=03KQGUvw1e
icml2026.csv
2,026
ICML
FedHera: Towards Drift-Resilient Federated Fine-tuning with Heterogeneous Resources
Ke Xiao; Qiyuan Wang; Christos Anagnostopoulos; Zhuoran Tan; Wenhao Li
ICML 2026 Poster
https://openreview.net/forum?id=kOnIrq7uIc
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 Poster
https://openreview.net/forum?id=0YHSZPkMp8
icml2026.csv
2,026
ICML
Markovian Projection of Star-Shaped Diffusion for Exponential Family Distributions
François Bertholom; Khalid Oublal
ICML 2026 Poster
https://openreview.net/forum?id=0yBwJcNrHa
icml2026.csv
2,026
ICML
Bio-Vision-Inspired Spiking Neural Networks for Object Detection with Event Cameras
Dongyang Ma; Zhengyu Ma; Yifan Huang; Chenlin Zhou; Wei Zhang; Yonghong Tian
ICML 2026 Poster
https://openreview.net/forum?id=MoQiswth2n
icml2026.csv
2,026
ICML
FedRGL: Robust Federated Graph Learning under Label Noise
De Li; Zhou Tan; Qiyu Li; Zeming Gan; Tiange Xia; Chunpei Li; Xianxian Li
ICML 2026 Poster
https://openreview.net/forum?id=1Mof8Blu4f
icml2026.csv
2,026
ICML
Don't Ignore the Tail: Decoupling top-K Probabilities for Efficient Language Model Distillation
Sayantan Dasgupta; Trevor Cohn; Tim Baldwin
ICML 2026 Poster
https://openreview.net/forum?id=gM5TpHur0M
icml2026.csv
2,026
ICML
Confidence is Not Universal: Task-Dependent Calibration and Emergent Behavior in LLMs
Chaeyun Jang; Moonseok Choi; Yegon Kim; Seungyoo Lee; Juho Lee; Hyungi Lee
ICML 2026 Poster
https://openreview.net/forum?id=1dvDUYc8nm
icml2026.csv
2,026
ICML
Fisher-Preserving Guidance: Training-Free Manifold Constraints for Safe Diffusion Control
Hao Ren; Zetong Bi; Yiming Zeng; Le Zheng; Zhi Li; Zhaoliang Wan; Lu Qi; Hui Cheng
ICML 2026 Poster
https://openreview.net/forum?id=1fDAyaKHMv
icml2026.csv
2,026
ICML
Removing Noise, not Finding Gold: Quality Filtering for Large-Scale Pretraining
Thiziri Nait Saada; Louis Béthune; Michal Klein; David Grangier; Marco Cuturi; Pierre Ablin
ICML 2026 Poster
https://openreview.net/forum?id=2taaKYQR7h
icml2026.csv
2,026
ICML
AgentLAB: Benchmarking LLM Agents against Long-Horizon Attacks
Tanqiu Jiang; Yuhui Wang; Jiacheng Liang; Ting Wang
ICML 2026 Poster
https://openreview.net/forum?id=Bb0pQqsiad
icml2026.csv
2,026
ICML
BiRQA: Bidirectional Robust Quality Assessment for Images
Aleksandr Gushchin; Dmitriy Vatolin; Anastasia Antsiferova
ICML 2026 Poster
https://openreview.net/forum?id=2xvgJvxPvp
icml2026.csv
2,026
ICML
Can vision language models learn intuitive physics from interaction?
Luca M. Schulze Buschoff; Konstantinos Voudouris; Can Demircan; Eric Schulz
ICML 2026 Poster
https://openreview.net/forum?id=sfVahQ4EWP
icml2026.csv
2,026
ICML
On the Identifiability of Poisson Branching Structural Causal Model Under Latent Confounding
Jie Qiao; Zihuai Zeng; Ruichu Cai; Zhengming Chen; Zhifeng Hao
ICML 2026 Poster
https://openreview.net/forum?id=73YmKB7KpW
icml2026.csv
2,026
ICML
Temporal Self-Rewarding Language Models: Decoupling Chosen-Rejected via Past-Future
Yidong Wang; Xin Wang; Cunxiang Wang; Junfeng Fang; Qiufeng Wang; Jianing Chu; Xuran Meng; Shu-Xun Yang; Andrew Feng; Libo Qin; Wei Ye; Shikun Zhang
ICML 2026 Poster
https://openreview.net/forum?id=8G0XzmQRG9
icml2026.csv
2,026
ICML
Deep Pre-Alignment for VLMs
Tianyu Yu; Kechen Fang; Zihao Wan; Kaidong Zhang; Yicheng Zhang; Jun Song; Bo Zheng; Yuan Yao
ICML 2026 Poster
https://openreview.net/forum?id=AGBuhcQbsO
icml2026.csv
2,026
ICML
History-Bootstrapped Flow Matching for Inverse Boiling Reconstruction
Xianwei Zou; Sheikh Md Shakeel Hassan; Arthur Feeney; Aparna Chandramowlishwaran
ICML 2026 Poster
https://openreview.net/forum?id=XKQZfG7itM
icml2026.csv
2,026
ICML
VFMF: Dense Forecasting by Generating Foundation Model Features
Gabrijel Boduljak; Yushi Lan; Christian Rupprecht; Andrea Vedaldi
ICML 2026 Poster
https://openreview.net/forum?id=BWAr39vOQY
icml2026.csv
2,026
ICML
From Prior to Pro: Efficient Skill Mastering via Distribution Contractive RL Finetuning
Zhanyi Sun; shuran song
ICML 2026 Poster
https://openreview.net/forum?id=DsXN7VUwA3
icml2026.csv
2,026
ICML
From Coarse to Fine: Deep Prototype Refinement Network for Few-Shot Point Cloud Semantic Segmentation
Changshuo Wang; Shuting He; Xiang Fang; Weijun Li; Xingyu Gao; Zhonghang Liu; Prayag Tiwari; Dimitrios Kanoulas
ICML 2026 Poster
https://openreview.net/forum?id=EdzZDEjpQe
icml2026.csv
2,026
ICML
EvoCF: Multi-Agent Collaboration via Agentic Memory-Driven Evolutionary Counterfactual Planning
Haotian Chi; Zeyu Feng; Xingrui Yu; Linbo Luo; Yew Soon ONG; Ivor Tsang; Hechang Chen; Yi Chang; Haiyan Yin
ICML 2026 Poster
https://openreview.net/forum?id=FsSirPJy9U
icml2026.csv
2,026
ICML
FedARC: Anchor-Guided Residual Compensation for Data and Model Heterogeneous Federated Learning
Chentao Lu; Xuhao Ren; Dawei xu; Chuan Zhang; Liehuang Zhu
ICML 2026 Poster
https://openreview.net/forum?id=qQhTbQSHdG
icml2026.csv
2,026
ICML
DreamDojo: A Real-Time Robot World Model from Large-Scale Human Videos
Shenyuan Gao; William Liang; Kaiyuan Zheng; Ayaan Malik; Seonghyeon Ye; Sihyun Yu; Wei-Cheng Tseng; Yuzhu Dong; Kaichun Mo; Chen-Hsuan Lin; Jiannan Xiang; Yuqi Xie; Ruijie Zheng; Dantong Niu; Pooya Jannaty; Jinwei Gu; Jun Zhang; Jitendra Malik; Pieter Abbeel; Ming-Yu Liu; Yuke Zhu; Joel Jang; Jim Fan
ICML 2026 Poster
https://openreview.net/forum?id=FuvU7PTyED
icml2026.csv
2,026
ICML
Teaching Models to Teach Themselves: Reasoning at the Edge of Learnability
Shobhita Sundaram; John Quan; Ariel Kwiatkowski; Kartik Ahuja; Yann Ollivier; Julia Kempe
ICML 2026 Poster
https://openreview.net/forum?id=GnqHK8Ww98
icml2026.csv
2,026
ICML
Understanding Private Learning From Feature Perspective
Meng Ding; Mingxi Lei; Shaopeng Fu; Shaowei Wang; Di Wang; Jinhui Xu
ICML 2026 Poster
https://openreview.net/forum?id=IP6W8i7XPG
icml2026.csv
2,026
ICML
Optimal Transport for Reward Modeling from Noisy Feedback
Eric Wang; Licheng Pan; Haocheng Yang; Yunsheng Lu; Yongqi Tong; Yinuo Wang; Shijian Wang; Zhixuan Chu; Lei Shen; Haoxuan Li; Yuan Lu
ICML 2026 Poster
https://openreview.net/forum?id=InoePQ7HNI
icml2026.csv
2,026
ICML
SpecPrune-VLA: Accelerating Vision-Language-Action Models via Action-Aware Self-Speculative Pruning
Hanzhen Wang; Jiaming Xu; Yushun Xiang; Jiayi Pan; Yongkang Zhou; Yong-Lu Li; Guohao Dai
ICML 2026 Poster
https://openreview.net/forum?id=MjE62ZnpRH
icml2026.csv
2,026
ICML
Identifying Common Hubs in Multiple Gaussian Graphical Models
José Á. Sánchez Gómez; Weibin Mo; Junlong Zhao; Yufeng Liu
ICML 2026 Poster
https://openreview.net/forum?id=P0lcBIhzv0
icml2026.csv
2,026
ICML
Short Chains, Deep Thoughts: Balancing Reasoning Efficiency and Intra-Segment Capability via Split-Merge Optimization
Runquan Gui; Jie Wang; Zhihai Wang; Chi Ma; Jianye Hao; Feng Wu
ICML 2026 Poster
https://openreview.net/forum?id=Q3Dukl2zWg
icml2026.csv
2,026
ICML
FIPN: Forward Self-Organizing Interpretable Polynomial Networks for Time Series Forecasting
YiZhen Wang; Zheng Wang; EUN-HU KIM; Zunwei Fu
ICML 2026 Poster
https://openreview.net/forum?id=QlLPY2cWh4
icml2026.csv
2,026
ICML
Dismantling the Illusion of Vision-Language-Action Models Competence via Explicit Distributional Shifts
Xueyang Zhou; Yangming Xu; Guiyao Tie; Yongchao Chen; Chaoran Hu; Bo Tao; xingwei zhao; Xiang Xiang; Pan Zhou; Lichao Sun
ICML 2026 Poster
https://openreview.net/forum?id=R7vl47raSn
icml2026.csv
2,026
ICML
PhyScene3D: Physically Consistent 3D Interactive Tabletop Scene Generation
Weixing Chen; Zhuoqian Feng; Yexin Zhang; Yifan Wen; Yang Liu; Yinghong Liao; Weichao Qiu; Guanbin Li; Liang Lin
ICML 2026 Poster
https://openreview.net/forum?id=T4A2aYyaq9
icml2026.csv
2,026
ICML
Manifold-Aware Perturbations for Constrained Generative Modeling
Katherine Keegan; Lars Ruthotto
ICML 2026 Poster
https://openreview.net/forum?id=UPiyC9W4ms
icml2026.csv
2,026
ICML
Pretrained Vision-Language-Action Models are Surprisingly Resistant to Forgetting in Continual Learning
Huihan Liu; Changyeon Kim; Bo Liu; Minghuan Liu; Yuke Zhu
ICML 2026 Poster
https://openreview.net/forum?id=VzdSHEab4G
icml2026.csv
2,026
ICML
Video-OPD: Efficient Post-Training of Multimodal Large Language Models for Temporal Video Grounding via On-Policy Distillation
Jiaze Li; Hao Yin; Haoran Xu; Boshen Xu; Wenhui Tan; Zewen He; Jianzhong Ju; Zhenbo Luo; Jian Luan
ICML 2026 Poster
https://openreview.net/forum?id=Y4jQjDnVSd
icml2026.csv
2,026
ICML
Generalized Schrödinger Bridge on Graphs
Panagiotis Theodoropoulos; Juno Nam; Evangelos Theodorou; Jaemoo Choi
ICML 2026 Poster
https://openreview.net/forum?id=b7BjkrfNjw
icml2026.csv
2,026
ICML
Complexity bounds for Dirichlet process slice samplers
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ICML 2026 Poster
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icml2026.csv
2,026
ICML
POET-X: Memory-efficient LLM Training by Scaling Orthogonal Transformation
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ICML 2026 Poster
https://openreview.net/forum?id=et8jpWLUuD
icml2026.csv
2,026
ICML
cuRegOT: A GPU-Accelerated Solver for Entropic-Regularized Optimal Transport
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ICML 2026 Poster
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icml2026.csv
2,026
ICML
Speedup Patch: Learning a Plug-and-Play Policy to Accelerate Embodied Manipulation
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ICML 2026 Poster
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icml2026.csv
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ICML
Semantic Tube Prediction: Beating LLM Data Efficiency with JEPA
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ICML 2026 Poster
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icml2026.csv
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RoboTwin 2.0: A Scalable Data Generator and Benchmark with Strong Domain Randomization for Robust Bimanual Robotic Manipulation
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ICML 2026 Poster
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icml2026.csv
2,026
ICML
Memory-Efficient LLMs Training with Dynamic Sparsity: From Stability to Practical Scaling
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ICML 2026 Poster
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icml2026.csv
2,026
ICML
Temporal Difference Learning for Diffusion Models
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ICML 2026 Poster
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icml2026.csv
2,026
ICML
Unbiased Reward Modeling from Implicit Preference
Eric Wang; Haocheng Yang; Licheng Pan; Lei Shen; Xiaoxi Li; Yinuo Wang; Zhichao Chen; Yuan Lu; Haoxuan Li; Zhouchen Lin
ICML 2026 Poster
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icml2026.csv
2,026
ICML
NITP: Next Implicit Token Prediction for LLM Pre-training
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ICML 2026 Poster
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icml2026.csv
2,026
ICML
AdaNav: Adaptive Reasoning with Uncertainty for Vision-Language Navigation
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2,026
ICML
Robust Parallel Diffusion Sampling via Dynamic Jacobian Bandwidth
Zile Huang; Ser-Nam Lim
ICML 2026 Poster
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icml2026.csv
2,026
ICML
MemEvolve: Meta-Evolution of Agent Memory Systems
Guibin Zhang; Haotian Ren; Chong Zhan; Junhao Wang; He Zhu; Wangchunshu Zhou; Shuicheng YAN
ICML 2026 Poster
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icml2026.csv
2,026
ICML
DOCKSMITH: Scaling Reliable Coding Environments via an Agentic Docker Builder
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ICML 2026 Poster
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2,026
ICML
LoKiFormer: Locality-aware Attention with Decoupled Knowledge Memory for Efficient Large Language Model Pretraining
Zimo Liu; Qiuwu Chen; Yuchen Li; Ying Sun; Yifan Zhang; Zhijie Qiu; Zeng You; Ryan Dong; Simeng Ma; Yaofo Chen; Mingkui Tan
ICML 2026 Poster
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icml2026.csv