year int64 | conference string | title string | authors string | venue_or_track string | url string | source_file string |
|---|---|---|---|---|---|---|
2,026 | ICML | Prediction-Powered Risk Monitoring of Deployed Models for Detecting Harmful Distribution Shifts | Guangyi Zhang; Yunlong Cai; Guanding Yu; Osvaldo Simeone | ICML 2026 Poster | https://openreview.net/forum?id=O57TtEyCrW | icml2026.csv |
2,026 | ICML | An Evidential Route to Asymptotic Bayes Optimality under Sparsity | Qiaoyu Liang; Haohua Chen; Zihan Zhu; Michael Evans | ICML 2026 Poster | https://openreview.net/forum?id=urcZXdxMEm | icml2026.csv |
2,026 | ICML | Position: Peer Review Should Be Calibrated via LLM Scoring | Zijin Chen; lesui Yu; Xiaofei Liao; Hai Jin; Qinbin Li | ICML 2026 Poster | https://openreview.net/forum?id=PEyouQzOLD | icml2026.csv |
2,026 | ICML | How to Price Data: A Market Equilibrium Based Approach | Pooja Kulkarni; Parnian Shahkar; Ruta Mehta | ICML 2026 Poster | https://openreview.net/forum?id=Aci8XiCGbH | icml2026.csv |
2,026 | ICML | Weights to Code: Extracting Interpretable Algorithms from the Discrete Transformer | Yifan Zhang; Wei Bi; Kechi Zhang; Dongming Jin; Jie Fu; Zhi Jin | ICML 2026 Poster | https://openreview.net/forum?id=nYzdAcLN5F | icml2026.csv |
2,026 | ICML | Instance-Dependent Continuous-Time Reinforcement Learning via Maximum Likelihood Estimation | Runze Zhao; Yue Yu; Ruhan Wang; Chunfeng Huang; Dongruo Zhou | ICML 2026 Poster | https://openreview.net/forum?id=aXvTMnyeLj | icml2026.csv |
2,026 | ICML | DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories | Chenlong Deng; Mengjie Deng; Junjie Wu; Dun Zeng; Teng Wang; Qingsong Xie; Jiadeng Huang; Shengjie Ma; Changwang Zhang; Zhaoxiang Wang; Jun Wang; Yutao Zhu; Zhicheng Dou | ICML 2026 Poster | https://openreview.net/forum?id=nZ5kjt0Qla | icml2026.csv |
2,026 | ICML | Position: Causality is Key for Interpretability Claims to Generalise | Shruti Joshi; Aaron Mueller; David Klindt; Wieland Brendel; Dhanya Sridhar; Patrik Reizinger | ICML 2026 Poster | https://openreview.net/forum?id=6l7cKIR6nf | icml2026.csv |
2,026 | ICML | Position: Trustworthy AI Suffers from Invariance Conflicts and Causality is The Solution | Ruta Binkyte; Ivaxi Sheth; Zhijing Jin; Mohammad Havaei; Bernhard Schölkopf; Mario Fritz | ICML 2026 Poster | https://openreview.net/forum?id=RCsF4E84jE | icml2026.csv |
2,026 | ICML | Uncovering Bias Mechanisms in Observational Studies | Ilker Demirel; Zeshan Hussain; Piersilvio De Bartolomeis; David Sontag | ICML 2026 Poster | https://openreview.net/forum?id=072o1IbwJi | icml2026.csv |
2,026 | ICML | Robust Causal Discovery in Real-World Time Series with Power-Laws | Matteo Tusoni; Giuseppe Masi; Andrea Coletta; Aldo Glielmo; Viviana Arrigoni; Novella Bartolini | ICML 2026 Poster | https://openreview.net/forum?id=7i8d203tky | icml2026.csv |
2,026 | ICML | Distilling Geometry Priors for 3D-Consistent Video Generation | Hongyang Du; Hongyang Du; Xiaoyan Cong; Runhao Li; Jingcheng Ni; Aman Agarwal; Zeqi Zhou; Zekun Li; Randall Balestriero; Yue Wang | ICML 2026 Poster | https://openreview.net/forum?id=neygndmdoS | icml2026.csv |
2,026 | ICML | Off-Policy Evaluation Beyond Overlap under Network Interference | Ziyan Wang; Yiran Liu; Zhiheng Zhang | ICML 2026 Poster | https://openreview.net/forum?id=BAxL3dqhLn | icml2026.csv |
2,026 | ICML | Adaptive Batch Sizes Using Non-Euclidean Gradient Noise Scales for Stochastic Sign and Spectral Descent | Hiroki Naganuma; Shagun Gupta; Youssef Briki; Ioannis Mitliagkas; Irina Rish; Parameswaran Raman; Hao-Jun Shi | ICML 2026 Poster | https://openreview.net/forum?id=XMSaWRpEPS | icml2026.csv |
2,026 | ICML | Root Cause Analysis of Failures in Microservices via Bayesian Root Cause Discovery | Kenneth Lee; Zihan Zhou; Murat Kocaoglu | ICML 2026 Poster | https://openreview.net/forum?id=EOSV5tlpqg | icml2026.csv |
2,026 | ICML | SegPVSG: Panoptic Video Scene Graph Generation via Temporal Focusing and Generative Augmentation | YiKai Li; Quhui Ke; Jinglin Liang; Zhiyuan Zhang; Zhidi Lin; Shuangping Huang | ICML 2026 Poster | https://openreview.net/forum?id=nljvkUyZRy | icml2026.csv |
2,026 | ICML | Conditional Distributional Treatment Effects: Doubly Robust Estimation and Testing | Saksham Jain; Alex Luedtke | ICML 2026 Poster | https://openreview.net/forum?id=LfUXGnwVzw | icml2026.csv |
2,026 | ICML | REST: Diffusion-based Real-time End-to-end Streaming Talking Head Generation via ID-Context Caching and Asynchronous Streaming Distillation | Haotian Wang; Yuzhe Weng; Jun Du; Haoran Xu; Xiaoyan Wu; Shan He; Bing Yin; Cong Liu; Qingfeng Liu | ICML 2026 Poster | https://openreview.net/forum?id=npOsvPRB0i | icml2026.csv |
2,026 | ICML | Spiked-CFR: Causal Representation Learning from LLMs via Wasserstein Projection Pursuit | Shuiguang Deng; Hengyu Yue; Yu Bowen; Weiming Liu; Zongxin Yang; Xuyun Zhang; Xiaolin Zheng; Chaochao Chen; Shuiguang Deng | ICML 2026 Poster | https://openreview.net/forum?id=LqXY6aCtkA | icml2026.csv |
2,026 | ICML | Budgeted Active Experimentation for Treatment Effect Estimation from Observational and Randomized Data | Jiacan Gao; Xinyan Su; Mingyuan Ma; Yiyan HUANG; Xiao Xu; Xinrui Wan; Tianqi Gu; Enyun Yu; Jiecheng Guo; Zhiheng Zhang | ICML 2026 Poster | https://openreview.net/forum?id=Np7Y3AEVNq | icml2026.csv |
2,026 | ICML | OptMaster: A DAG-Based Framework for Formulation and Heuristic Discovery in Optimization | Hang Lin; Yuanpeng Gao; Yuzhi Zhang; Kun Yuan; Gang Yan; Siheng Chen; Linfeng Zhang; Weinan E | ICML 2026 Poster | https://openreview.net/forum?id=zvbuhAxwKy | icml2026.csv |
2,026 | ICML | Formalizing and Falsifying Causal Pathways of Rare Events | Anahita Haghighat; Dominik Janzing | ICML 2026 Poster | https://openreview.net/forum?id=QoInle2UdN | icml2026.csv |
2,026 | ICML | DISCO: Mitigating Bias in Deep Learning with Conditional Distance Correlation | Emre Kavak; Tom Nuno Wolf; Christian Wachinger | ICML 2026 Poster | https://openreview.net/forum?id=TYjTWxDOOC | icml2026.csv |
2,026 | ICML | Relational Structural Causal Models | Adiba Ejaz; Elias Bareinboim | ICML 2026 Poster | https://openreview.net/forum?id=WTBaZHtIra | icml2026.csv |
2,026 | ICML | Contextualized Privacy Defense for LLM Agents | Yule Wen; Yanzhe Zhang; Jianxun Lian; Xiaoyuan Yi; Xing Xie; Diyi Yang | ICML 2026 Poster | https://openreview.net/forum?id=b4QtBbSV3X | icml2026.csv |
2,026 | ICML | How RLHF Amplifies Sycophancy | Itai Shapira; Gerdus Benade; Ariel Procaccia | ICML 2026 Poster | https://openreview.net/forum?id=XN4pWKtA5h | icml2026.csv |
2,026 | ICML | Memory-Distilled Selection for Noise-Robust Anomaly Detection | Sirojbek Safarov; Jaewoo Park; Yoon Gyo Jung; Kuan-Chuan Peng; Wonchul Kim; Seongdeok Bang; Octavia Camps | ICML 2026 Poster | https://openreview.net/forum?id=fhXqiit0CW | icml2026.csv |
2,026 | ICML | Spatial Deconfounder: Interference-Aware Deconfounding for Spatial Causal Inference | Ayush Khot; Miruna Oprescu; Maresa Schröder; Ai Kagawa; Xihaier Luo | ICML 2026 Poster | https://openreview.net/forum?id=cOkJvV16Fd | icml2026.csv |
2,026 | ICML | Doubly Robust Distributionally Robust Offline Contextual Pricing | Min Xu; Xinyi Yin; Caihua Chen; Yuxuan Han; Houcai Shen; Yunfan Zhang | ICML 2026 Poster | https://openreview.net/forum?id=jsp5fGi1a5 | icml2026.csv |
2,026 | ICML | Use What You Know: Causal Foundation Models with Partial Graphs | Arik Reuter; Anish Dhir; Cristiana Diaconu; Jake Robertson; Ole Ossen; Frank Hutter; Adrian Weller; Mark van der Wilk; Bernhard Schölkopf | ICML 2026 Poster | https://openreview.net/forum?id=l1PVCATRCx | icml2026.csv |
2,026 | ICML | Don't Drop Dropout: Optimizing Layer Sparsity for Efficient LLM Training and Inference | Mostafa Elhoushi; Nolan Dey; Alexander Pretko; Bin Zhang; Gavia Gray; Gurpreet Gosal; Abdulrahman Mahmoud; Shane Bergsma; Joel Hestness | ICML 2026 Poster | https://openreview.net/forum?id=AEHn9ya4Re | icml2026.csv |
2,026 | ICML | Meta Context Engineering via Agentic Skill Evolution | Haoran Ye; Xuning He; Vincent Arak; Haonan Dong; Guojie Song | ICML 2026 Poster | https://openreview.net/forum?id=P1jHroBS5E | icml2026.csv |
2,026 | ICML | Modeling Covariate Transition for Efficient Estimation of Longitudinal Treatment Effects in Randomized Experiments | Naoki Chihara; Tatsushi Oka; Yasuko Matsubara; Yasushi Sakurai; Shota Yasui | ICML 2026 Poster | https://openreview.net/forum?id=mLZlTzepbr | icml2026.csv |
2,026 | ICML | Toward Scalable and Valid Conditional Independence Testing with Spectral Representations | Alek Fröhlich; Vladimir Kostic; Karim Lounici; Daniel Rodrigues Perazzo; Daniel Tiezzi; Massimiliano Pontil | ICML 2026 Poster | https://openreview.net/forum?id=nPzckCXmHE | icml2026.csv |
2,026 | ICML | Nonlinear Covariate Balance in Experimental Design | Qing Chen; Peng Zhang | ICML 2026 Poster | https://openreview.net/forum?id=srhmyF8k2w | icml2026.csv |
2,026 | ICML | Federated Causal Inference on Multi-Site Observational Data via Propensity Score Aggregation | Rémi Khellaf; Aurélien Bellet; julie Josse | ICML 2026 Poster | https://openreview.net/forum?id=y3qyP3ycQi | icml2026.csv |
2,026 | ICML | Multi-View Causal Discovery without Non-Gaussianity: Identifiability and Algorithms | Ambroise Heurtebise; Lemir Omar Chehab; Pierre Ablin; Alexandre Gramfort; Aapo Hyvarinen | ICML 2026 Poster | https://openreview.net/forum?id=yMKdZPwPyL | icml2026.csv |
2,026 | ICML | Addressing Instrument-Outcome Confounding in Mendelian Randomization through Representation Learning | Shimeng Huang; Matthew Robinson; Francesco Locatello | ICML 2026 Poster | https://openreview.net/forum?id=zxJXgfCm63 | icml2026.csv |
2,026 | ICML | Position: World Models as an Intermediary between Agents and the Real World | Sherry Yang | ICML 2026 Poster | https://openreview.net/forum?id=1snvuoLHqY | icml2026.csv |
2,026 | ICML | Prefix cache aware data reordering for LLM augmented database analytics | Yingze Li; dong wang; Yiming Guo; Yao Chen; Hongzhi Wang; Bingsheng He | ICML 2026 Poster | https://openreview.net/forum?id=VSY1nFjumI | icml2026.csv |
2,026 | ICML | Convex Dataset Valuation for Post-Training | Siqi Zeng; Christopher Jung; Rui Li; Zhe Kang; Ming Li; Nima Noorshams; Zhigang Wang; Fuchun Peng; Han Zhao; Xue Feng | ICML 2026 Poster | https://openreview.net/forum?id=oAAL0wZSMF | icml2026.csv |
2,026 | ICML | Active Tabular Augmentation via Policy-Guided Diffusion Inpainting | Zheyu Zhang; Shuo Yang; Bardh Prenkaj; Gjergji Kasneci | ICML 2026 Poster | https://openreview.net/forum?id=oa9VyvHw8K | icml2026.csv |
2,026 | ICML | BRIDGE: Triangular Fixed-Point Refinement for Long-Horizon Persona Consistency | Haotong Sun; Yinghui Jiang; Bocheng Xu; Jianye Xie | ICML 2026 Poster | https://openreview.net/forum?id=itYG95jkKx | icml2026.csv |
2,026 | ICML | Efficient Bayesian Inference from Noisy Pairwise Comparisons | Till Aczel; Lucas Theis; Roger Wattenhofer | ICML 2026 Poster | https://openreview.net/forum?id=NinueNAODD | icml2026.csv |
2,026 | ICML | Evaluating LLMs When They Do Not Know the Answer: Statistical Evaluation of Mathematical Reasoning via Comparative Signals | Zihan Dong; Zhixian Zhang; Yang Zhou; Can Jin; Ruijia Wu; Linjun Zhang | ICML 2026 Poster | https://openreview.net/forum?id=nOQOjKYwTM | icml2026.csv |
2,026 | ICML | Symbal: Detecting Systematic Misalignments in Model-Generated Captions | Maya Varma; Jean-Benoit Delbrouck; Sophie Ostmeier; Akshay Chaudhari; Curtis Langlotz | ICML 2026 Poster | https://openreview.net/forum?id=vGnsSTcebc | icml2026.csv |
2,026 | ICML | FOCUS: DLLMs Know How to Tame Their Compute Bound | Kaihua Liang; Xin Tan; An Zhong; Hong Xu; Marco Canini | ICML 2026 Poster | https://openreview.net/forum?id=40fUEdwvH3 | icml2026.csv |
2,026 | ICML | Agent JIT Compilation for Latency-Optimizing Computer-Use Agent Planning and Scheduling | Caleb Winston; Ron Yifeng Wang; Azalia Mirhoseini; Christoforos Kozyrakis | ICML 2026 Poster | https://openreview.net/forum?id=7NiATKcx1B | icml2026.csv |
2,026 | ICML | Bridging the Gap Between Average and Discounted TD Learning | Haoxing Tian; Zaiwei Chen; Ioannis Paschalidis; Alex Olshevsky | ICML 2026 Poster | https://openreview.net/forum?id=omkG80XURl | icml2026.csv |
2,026 | ICML | EvoC2F: Compiling Tool Orchestration for Efficient and Evolvable LLM Agents | Lei Wei; Qi Liu; Ruiyang Huang; Xiao Peng; TT; Lanbo Lin; Chenhao Jiang; Yuanwu Xu; Tianyuan Yang; Jiayao Liu; Li Cai; Yuying Li; Bin Wang | ICML 2026 Poster | https://openreview.net/forum?id=ZSGB91kMOG | icml2026.csv |
2,026 | ICML | Not All Prefills Are Equal: PPD Disaggregation for Multi-turn LLM Serving | Zongze Li; Jingyu Liu; Zach Xu; Yineng Zhang; Tahseen Rabbani; Ce Zhang | ICML 2026 Poster | https://openreview.net/forum?id=RW23qIUb5f | icml2026.csv |
2,026 | ICML | DuetServe: Harmonizing Prefill and Decode for LLM Serving via Adaptive GPU Multiplexing | Lei Gao; Chaoyi Jiang; Hossein Entezari Zarch; Daniel Wong; Mark D. HIll; Murali Annavaram | ICML 2026 Poster | https://openreview.net/forum?id=bu2Pcce6Rq | icml2026.csv |
2,026 | ICML | Even Faster Kernel Matrix Linear Algebra via Density Estimation | Rikhav Shah; Sandeep Silwal; Haike Xu | ICML 2026 Poster | https://openreview.net/forum?id=ueNIrBXz7R | icml2026.csv |
2,026 | ICML | NeuronCtrl: Geometry-Aware Safe Closed-Loop Generative Control for Neuronal Microenvironment Dynamics | Haowei Xu; Yixin Chen; Wanyi Fu; Hongbin Han; Zhaoheng Xie | ICML 2026 Poster | https://openreview.net/forum?id=ZK3h2ENA67 | icml2026.csv |
2,026 | ICML | Optimal Estimation of Continuous Treatment Effects with Kernel Ridge Regression | Seok-Jin Kim; Kaizheng Wang | ICML 2026 Poster | https://openreview.net/forum?id=ziqS4yXFQX | icml2026.csv |
2,026 | ICML | Enhanced Latent-Space Adversarial Training for Super-Resolution | Liangbin Xie; Zheyuan Li; Fanghua Yu; Xinqi Lin; Jun-hao Zhuang; Jinfan Hu; Jinjin Gu; Jiantao Zhou; Chao Dong | ICML 2026 Poster | https://openreview.net/forum?id=oyTUP62M7s | icml2026.csv |
2,026 | ICML | GAM-RAG: Gain-Adaptive Memory for Evolving Retrieval in Retrieval-Augmented Generation | Yifan Wang; Mingxuan Jiang; Zhihao Sun; Yixin Cao; Yicun Liu; Keyang Chen; Guangnan Ye; Hongfeng Chai | ICML 2026 Poster | https://openreview.net/forum?id=9YC7mbloXl | icml2026.csv |
2,026 | ICML | Networked Information Aggregation for Binary Classification | MohammadHossein Bateni; Zahra Hadizadeh; MohammadTaghi Hajiaghayi; Mahdi JafariRaviz; Shayan Taherijam | ICML 2026 Poster | https://openreview.net/forum?id=mrtg4NmvAe | icml2026.csv |
2,026 | ICML | SoftBinary Coding: A New Information-Theoretic Paradigm for Neural Compression via Fast Channel Simulation | Ezgi Ozyilkan; Sharang Sriramu; Elza Erkip; Aaron Wagner; Jona Ballé | ICML 2026 Poster | https://openreview.net/forum?id=RmlisaChid | icml2026.csv |
2,026 | ICML | Risk-Bounded Distribution Reconstruction: Stable Statistic Calibration for Long-Tailed Recognition | Guanliang Liu; Wenchao Chen; Long Tian; Xuefei Cao; Hongwei Liu; Bo Chen | ICML 2026 Poster | https://openreview.net/forum?id=XIvx32C4IM | icml2026.csv |
2,026 | ICML | Fine-Tuning of Transformer models with Frames | Harshavardhan Adepu; Li Zhang; Sanjiv Kumar; Vikas Singh | ICML 2026 Poster | https://openreview.net/forum?id=KCfbSVIheg | icml2026.csv |
2,026 | ICML | On the Power of Source Screening for Learning Shared Feature Extractors | Muxing Wang; Connor Mclaughlin; Lili Su | ICML 2026 Poster | https://openreview.net/forum?id=dTMrITkTr5 | icml2026.csv |
2,026 | ICML | Pianist Transformer: Towards Expressive Piano Performance Rendering via Scalable Self-Supervised Pre-Training | Hong-Jie You; Jie-Jing Shao; Xiao-Wen Yang; Lin-Han Jia; Lan-Zhe Guo; Yu-Feng Li | ICML 2026 Poster | https://openreview.net/forum?id=p6Ar2d4Cwr | icml2026.csv |
2,026 | ICML | Demystifying When Pruning Works via Representation Hierarchies | Shwai He; Guoheng Sun; Haichao Zhang; Yun Fu; Ang Li | ICML 2026 Poster | https://openreview.net/forum?id=9W7E6zYnH3 | icml2026.csv |
2,026 | ICML | Graph is a Natural Regularization: Revisiting Vector Quantization for Graph Representation Learning | Zian Zhai; Fan Li; Xingyu Tan; Xiaoyang Wang; Wenjie Zhang | ICML 2026 Poster | https://openreview.net/forum?id=dsPE185aHi | icml2026.csv |
2,026 | ICML | Hierarchical Multi Scale Graph Neural Networks: Scalable Heterophilous Learning with Oversmoothing and Oversquashing Mitigation | MD SAZZAD Hossen; Avimanyu Sahoo | ICML 2026 Poster | https://openreview.net/forum?id=XCS8MF4XKd | icml2026.csv |
2,026 | ICML | Capacity without Access: Reinterpreting the Mid-Depth Spectral Plateau in LLMs | Seong-Min Kang; Woo-Seong Yun; Nahyun Lee; Yoon-Sik Cho | ICML 2026 Poster | https://openreview.net/forum?id=wsw7Y085RY | icml2026.csv |
2,026 | ICML | OSAQ: Outlier Self-Absorption for Accurate Low-bit LLM Quantization | Zhikai Li; Zhen Dong; Xuewen Liu; Jing Zhang; Qingyi Gu | ICML 2026 Poster | https://openreview.net/forum?id=9mo5O8m7vv | icml2026.csv |
2,026 | ICML | A Bi-metric Framework for Efficient Nearest Neighbor Search | Haike Xu; Sandeep Silwal; Piotr Indyk | ICML 2026 Poster | https://openreview.net/forum?id=kBzzertldC | icml2026.csv |
2,026 | ICML | DualTimesField: Rethinking Time Series as Continuous-Time Trends and Events | Wencheng Zhang; Long Li; Huayi Qin; Zongjuan Wu; Jing Li; Wanghu Chen | ICML 2026 Poster | https://openreview.net/forum?id=w6pabBPG7D | icml2026.csv |
2,026 | ICML | On the Anisotropy of Score-Based Generative Models | Andreas Floros; Seyed-Mohsen Moosavi-Dezfooli; Pier Luigi Dragotti | ICML 2026 Poster | https://openreview.net/forum?id=pRgUJfrFw9 | icml2026.csv |
2,026 | ICML | Characterization of Gaussian Universality Breakdown in High-Dimensional Empirical Risk Minimization | Mohamed Chiheb Yaakoubi; Cosme Louart; Malik TIOMOKO; Zhenyu Liao | ICML 2026 Poster | https://openreview.net/forum?id=UHQDfvZBFi | icml2026.csv |
2,026 | ICML | VideoTrace-R1: Long Video-based Retrieval-Augmented Generation via Temporal Path Graph Understanding | Zongsheng Cao; Anran Liu; Jun Xie; Jing Li; Lang Chen; Feng Chen; zhepeng Wang; Zigan Wang | ICML 2026 Poster | https://openreview.net/forum?id=LuzGvybw2S | icml2026.csv |
2,026 | ICML | Progressive Graph Structure Adjustment for Homophily Shift Adaptation | Hongwei Wen; Can Zhang; Haoyu He; Hanyuan Hang; Minglong Lei | ICML 2026 Poster | https://openreview.net/forum?id=OkyO74bJqE | icml2026.csv |
2,026 | ICML | Discrete Survival Knowledge Distillation for Competing Risks Analysis | Feiyang Deng; Lingfeng Luo; Di Wang; Qinmengge Li; Lingxuan Kong; Kevin He | ICML 2026 Poster | https://openreview.net/forum?id=wjsUR2vppX | icml2026.csv |
2,026 | ICML | GKD-Recruiter: Jointly Modeling Social and Task Heterogeneity for Spatial Crowdsourcing via Graph Knowledge Distillation | Yucen Gao; Zhemeng Yu; Zhuoran Li; Jianxiong Guo; Xiaofeng Gao | ICML 2026 Poster | https://openreview.net/forum?id=nsEtk9aFiZ | icml2026.csv |
2,026 | ICML | SPARe: Stacked Parallelism with Adaptive Reordering for Fault-Tolerant LLM Pretraining Systems with 100k+ GPUs | Jin Lee; Zhonghao Chen; Xuhang He; Robert Underwood; Bogdan Nicolae; Franck Cappello; Xiaoyi Lu; Sheng Di; Zheng Zhang | ICML 2026 Poster | https://openreview.net/forum?id=RyaQldE2Gh | icml2026.csv |
2,026 | ICML | Categorical Reparameterization with Denoising Diffusion models | Samson Gourevitch; Alain Oliviero Durmus; Jimmy Olsson; Eric Moulines; Yazid Janati | ICML 2026 Poster | https://openreview.net/forum?id=lxKyBy8NDn | icml2026.csv |
2,026 | ICML | MuLoCo: Muon is a Practical Inner Optimizer for DiLoCo | Benjamin Thérien; Xiaolong Huang; Aaron Defazio; Irina Rish; Eugene Belilovsky | ICML 2026 Poster | https://openreview.net/forum?id=OBXBXSgwcD | icml2026.csv |
2,026 | ICML | Sparse Bayesian Deep Functional Learning with Structured Region Selection | Xiaoxian Zhu; Yingmeng Li; Shuangge Ma; Mengyun Wu | ICML 2026 Poster | https://openreview.net/forum?id=3IFIedDIoN | icml2026.csv |
2,026 | ICML | Cooperative variance estimation and Bayesian neural networks disentangle aleatoric and epistemic uncertainties | Jiaxiang Yi; Miguel Bessa | ICML 2026 Poster | https://openreview.net/forum?id=B5umYh4CGr | icml2026.csv |
2,026 | ICML | Local MAP Sampling for Diffusion Models | Shaorong Zhang; Rob Brekelmans; Greg Ver Steeg | ICML 2026 Poster | https://openreview.net/forum?id=GzunaSZ8jC | icml2026.csv |
2,026 | ICML | SURGE:Unbiased Data Assimilation for Diffusion Model via Particle Filtering | Lifu Wei; Yinuo Ren; Naichen Shi; Yiping Lu | ICML 2026 Poster | https://openreview.net/forum?id=JRsJLPr85W | icml2026.csv |
2,026 | ICML | From Parameters to Feature Space: Task Arithmetic for Backdoor Mitigation in Model Merging | Zhenqian Zhu; Yamin Hu; Yiya Diao; Weixiang Li; Haodong Li; Wenjian Luo | ICML 2026 Poster | https://openreview.net/forum?id=pkgFEnVR5z | icml2026.csv |
2,026 | ICML | Tractable Expected Information Gains for Exponential Family Posteriors | Rik Knowles; Tom Rainforth | ICML 2026 Poster | https://openreview.net/forum?id=Mx1j6e6amP | icml2026.csv |
2,026 | ICML | Bayesian model selection and misspecification testing in imaging inverse problems only from noisy and partial measurements | Tom Sprunck; Marcelo Pereyra; Tobías Liaudat | ICML 2026 Poster | https://openreview.net/forum?id=b1qoHUQVNy | icml2026.csv |
2,026 | ICML | Mean Flow Policy Optimization | Xiaoyi Dong; Xi Zhang; Jian Cheng | ICML 2026 Poster | https://openreview.net/forum?id=88H3V90Wzo | icml2026.csv |
2,026 | ICML | The Geometry of Updates: Fisher Alignment at Vocabulary Scale | John Sweeney | ICML 2026 Poster | https://openreview.net/forum?id=8vkE9kvrXa | icml2026.csv |
2,026 | ICML | Tokenised Flow Matching for Hierarchical Simulation Based Inference | Giovanni Charles; Cosmo Santoni; Seth Flaxman; Elizaveta Semenova | ICML 2026 Poster | https://openreview.net/forum?id=dblO6FgIvc | icml2026.csv |
2,026 | ICML | Richer Bayesian Last Layers with Subsampled NTK Features | Sergio Calvo Ordoñez; Jonathan Plenk; Richard Bergna; Alvaro Cartea; Yarin Gal; Jose Miguel Hernandez-Lobato; Kamil Ciosek | ICML 2026 Poster | https://openreview.net/forum?id=djASMk0bzO | icml2026.csv |
2,026 | ICML | Credible Information Subset Decomposition: An End-to-End Multi-fidelity Learning Model by Modeling Label Information | Sihan Wang; Wenjie Du; Yang Wang | ICML 2026 Poster | https://openreview.net/forum?id=puaCoeJXn5 | icml2026.csv |
2,026 | ICML | StreamFlow: Theory, Algorithm, and Implementation for High-Efficiency Rectified Flow Generation | Sen Fang; Hongbin Zhong; Yalin Feng; Yanxin Zhang; Dimitris Metaxas | ICML 2026 Poster | https://openreview.net/forum?id=pvaviwbsry | icml2026.csv |
2,026 | ICML | Bridging RGB and RAW: Single-step Deterministic Flow with Homogeneous Aligned Guidance | Diedong Feng; Peiyi Zeng; Zhen Liu; Zhongyang Li; Bing Zeng; Shuaicheng Liu | ICML 2026 Poster | https://openreview.net/forum?id=FpL30b32RT | icml2026.csv |
2,026 | ICML | Learning Multi-Agent Coordination via Sheaf-ADMM | Jeffrey Seely; Bartłomiej Cupiał; Llion Jones | ICML 2026 Poster | https://openreview.net/forum?id=hGeKiXnUIT | icml2026.csv |
2,026 | ICML | TabMGP: Martingale Posterior with TabPFN | Kenyon Ng; Edwin Fong; David Frazier; Jeremias Knoblauch; Susan Wei | ICML 2026 Poster | https://openreview.net/forum?id=nJ3yX2ZnOJ | icml2026.csv |
2,026 | ICML | RoboMME: Benchmarking and Understanding Memory for Robotic Generalist Policies | Yinpei Dai; Hongze Fu; Jayjun Lee; Yuejiang Liu; Haoran Zhang; Jianing Yang; Chelsea Finn; Nima Fazeli; Joyce Chai | ICML 2026 Poster | https://openreview.net/forum?id=8m30ogkPk2 | icml2026.csv |
2,026 | ICML | Bayesian Tensor Decomposition with Diffusion Model Prior | Zerui Tao; Qibin Zhao | ICML 2026 Poster | https://openreview.net/forum?id=q806xA8NPR | icml2026.csv |
2,026 | ICML | Transformed Latent Variable Multi-Output Gaussian Processes | Xiaoyu Jiang; Xinxing Shi; Sokratia Georgaka; Magnus Rattray; Mauricio Álvarez | ICML 2026 Poster | https://openreview.net/forum?id=CXKhhN5j1N | icml2026.csv |
2,026 | ICML | Attentive Multi-Layer Fusion for Vision Transformers | Laure Ciernik; Marco Morik; Lukas Thede; Luca Eyring; Shinichi Nakajima; Zeynep Akata; Lukas Muttenthaler | ICML 2026 Poster | https://openreview.net/forum?id=wSXZtvqwoa | icml2026.csv |
2,026 | ICML | Tailoring Strictly Proper Scoring Rules for Downstream Tasks: An Application to Causal Inference | Roman Plaud; Alexandre Perez-Lebel; Antoine Saillenfest; Thomas Bonald; Marine Le Morvan; Gael Varoquaux; Matthieu Labeau | ICML 2026 Poster | https://openreview.net/forum?id=JTwryHNicJ | icml2026.csv |
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