year int64 | conference string | title string | authors string | venue_or_track string | url string | source_file string |
|---|---|---|---|---|---|---|
2,026 | ICML | Fast Spectrally Sparse Signal Reconstruction via Jacobi-Preconditioned Gradient Descent | Jian-Feng Cai; Xueyang Quan; Yang Wang; Jiaxi Ying | ICML 2026 Poster | https://openreview.net/forum?id=b4HR1jhoRV | icml2026.csv |
2,026 | ICML | STLA: Spatiotemporal Lookahead Alignment for Post-Training Quantization | Zuqi Zhang; Chenghe Sun; Xiangyi Chu; Wei-Han Yu; Ka-Fai Un; Rui Martins; Pui-In Mak; Jiawei Xu | ICML 2026 Poster | https://openreview.net/forum?id=d3RFDLBw01 | icml2026.csv |
2,026 | ICML | Diffusion-based learning framework for Constrained Nonconvex Optimization with Weighted Bootstrapped Refinement | Shutong Ding; Yimiao Zhou; Ke Hu; Xi Yao; Junchi Yan; Xiaoying Tang; Ye Shi | ICML 2026 Poster | https://openreview.net/forum?id=w5lnam4G7C | icml2026.csv |
2,026 | ICML | Second-Order Bilevel Optimization with Accelerated Convergence Rates | Sheng Yang; Chengchang Liu; Lesi Chen; John C. S. Lui | ICML 2026 Poster | https://openreview.net/forum?id=wnj21mpuHv | icml2026.csv |
2,026 | ICML | From Optimization to Generalization under Heavy-Tailed Data: The Role of Gradient Clipping | Aleksandr Shestakov; Martin Takac; Eduard Gorbunov | ICML 2026 Poster | https://openreview.net/forum?id=FGHVEJ2Jz9 | icml2026.csv |
2,026 | ICML | Flatness-Aware Stochastic Gradient Langevin Dynamics | Stefano Bruno; Youngsik Hwang; JaeHyeon An; Sotirios Sabanis; Dongyoung Lim | ICML 2026 Poster | https://openreview.net/forum?id=Kw0nhxeTeI | icml2026.csv |
2,026 | ICML | On the Interaction of Batch Noise, Adaptivity, and Compression, under $(L_0,L_1)$-Smoothness: An SDE Approach | Enea Monzio Compagnoni; Rustem Islamov; Frank Proske; Aurelien Lucchi; Antonio Orvieto; Eduard Gorbunov | ICML 2026 Poster | https://openreview.net/forum?id=Pmsc4yytlf | icml2026.csv |
2,026 | ICML | Improved Stochastic Optimization of LogSumExp | Egor Gladin; Alexey Kroshnin; Jia-Jie Zhu; Pavel Dvurechenskii | ICML 2026 Poster | https://openreview.net/forum?id=TzQElzflxR | icml2026.csv |
2,026 | ICML | Inference of Online Newton Methods with Nesterov's Accelerated Sketching | Haoxuan Wang; Xinchen Du; Sen Na | ICML 2026 Poster | https://openreview.net/forum?id=h2uxKKK4WZ | icml2026.csv |
2,026 | ICML | RMNP: Row-Momentum Normalized Preconditioning for Scalable Matrix-Based Optimization | Shenyang Deng; Zhuoli Ouyang; Ruochen Jin; Tianyu Pang; Zihang Liu; Shuhua Yu; Yaoqing Yang | ICML 2026 Poster | https://openreview.net/forum?id=BC5aRMdRwp | icml2026.csv |
2,026 | ICML | PhaseAlign: Complex Phase Alignment for Stable Open-Vocabulary Semantic Segmentation | Jiankang Wang; Dingding Jia; Zhoushuopeng; Xuan Wang | ICML 2026 Poster | https://openreview.net/forum?id=1Gd7pQr7FQ | icml2026.csv |
2,026 | ICML | Loss-aware distributionally robust optimization via trainable optimal transport ambiguity sets | Jonas Ohnemus; Marta Fochesato; Riccardo Zuliani; John Lygeros | ICML 2026 Poster | https://openreview.net/forum?id=K1EPPO9t2c | icml2026.csv |
2,026 | ICML | Softplus Attention with Re-weighting Boosts Length Extrapolation in Large Language Models | Bo Gao; Michael Spratling; Letizia Gionfrida | ICML 2026 Poster | https://openreview.net/forum?id=cmTjoiRyyr | icml2026.csv |
2,026 | ICML | From Lyapunov Analysis to Algorithm Design in two-sided PL Minimax Optimization | Mansi Rankawat; Michael Muehlebach; Simon Lacoste-Julien; Damien Scieur | ICML 2026 Poster | https://openreview.net/forum?id=UIyXPhhxlf | icml2026.csv |
2,026 | ICML | Position: Agentic AI systems should be making Bayes-consistent decisions | Theodore Papamarkou; Pierre Alquier; Matthias Bauer; Wray Buntine; Andrew Davison; Gintare Karolina Dziugaite; Maurizio Filippone; Andrew Y. K. Foong; Vincent Fortuin; Dimitris Fouskakis; Jes Frellsen; Eyke Hüllermeier; Theofanis Karaletsos; Mohammad Emtiyaz Khan; Nikita Kotelevskii; Salem Lahlou; Yingzhen Li; Fang Liu... | ICML 2026 Poster | https://openreview.net/forum?id=ydcX7UoHA3 | icml2026.csv |
2,026 | ICML | Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs | Zhongzhi Li; Xuansheng Wu; Yijiang Li; Lijie Hu; Ninghao Liu | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | Time Series, Vision, and Language: Exploring the Limits of Alignment in Contrastive Representation Spaces | Pratham Yashwante; Rose Yu | ICML 2026 Poster | https://openreview.net/forum?id=TQi2IqvpIf | icml2026.csv |
2,026 | ICML | From Drift to Coherence: Stabilizing Beliefs in LLMs | SongEun Kim; Seungyoo Lee; Edwin Fong; Hyungi Lee; Juho Lee | ICML 2026 Poster | https://openreview.net/forum?id=0zkIq9YKml | icml2026.csv |
2,026 | ICML | PretrainZero: Reinforcement Active Pretraining | Xingrun Xing; Zhiyuan Fan; Jie Lou; Guoqi Li; Jiajun Zhang; Debing Zhang | ICML 2026 Poster | https://openreview.net/forum?id=Ir9AuzGbMB | icml2026.csv |
2,026 | ICML | Online Bayesian Experimental Design for Partially Observed Dynamical Systems | Sara Pérez-Vieites; Sahel Iqbal; Simo Särkkä; Dominik Baumann | ICML 2026 Poster | https://openreview.net/forum?id=1Rh9assFy5 | icml2026.csv |
2,026 | ICML | GPan-LoRA: Gaussian Process Amortized Networks for Bayesian Low-Rank Adaptation in Large Language Models | Weifeng Zhang; Wenyuan Zhao; Amir Hossein Rahmati; Yucheng Wang; Zhiyuan Wang; Chao Tian; Xiaoning Qian | ICML 2026 Poster | https://openreview.net/forum?id=AeWUbUjww1 | icml2026.csv |
2,026 | ICML | RoCA: Robust Cross-Domain End-to-End Autonomous Driving | Rajeev Yasarla; Shizhong Han; Hsin-Pai Cheng; Apratim Bhattacharyya; Shweta Mahajan; Litian Liu; Yunxiao Shi; Risheek Garrepalli; Hong Cai; Fatih Porikli | ICML 2026 Poster | https://openreview.net/forum?id=Hw9EsvumTM | icml2026.csv |
2,026 | ICML | ProEval: Proactive Failure Discovery and Efficient Performance Estimation for Generative AI Evaluation | Yizheng Huang; Wenjun Zeng; Aditi Kumaresan; Zi Wang | ICML 2026 Poster | https://openreview.net/forum?id=cYYVYK1Dgg | icml2026.csv |
2,026 | ICML | Flow Matching Calibration for Simulation-Based Inference under Model Misspecification | Pierre-Louis Ruhlmann; Michael Arbel; Florence Forbes; Pedro Luiz Coelho Rodrigues | ICML 2026 Poster | https://openreview.net/forum?id=Ke4poDVYTO | icml2026.csv |
2,026 | ICML | RED-HDP-HMM: Observation-Dependent Durations for Bayesian Nonparametric Sequential Models | Mikołaj Słupiński; Piotr Lipinski | ICML 2026 Poster | https://openreview.net/forum?id=MqhcqHVc8l | icml2026.csv |
2,026 | ICML | Normalized Energy Models for Linear Inverse Problems | Nicolas M Zilberstein; Florentin Guth; Santiago Segarra; Eero Simoncelli | ICML 2026 Poster | https://openreview.net/forum?id=PlFJwgaaDK | icml2026.csv |
2,026 | ICML | On the Salience of Low-Probability Tokens for AI-Generated Text Detection: A Multiscale Uncertainty Perspective | Yikai Guo; Bin Wang; Xilai Fan; Wenjun Ke; Haoran Luo | ICML 2026 Poster | https://openreview.net/forum?id=DhBcxps4zr | icml2026.csv |
2,026 | ICML | Symmetries in PAC-Bayesian Learning | Armin Beck; Peter Ochs | ICML 2026 Poster | https://openreview.net/forum?id=Ps37H7zPDj | icml2026.csv |
2,026 | ICML | Robust Contextual Optimization with Missing Covariates | Qingyuan Xu; Ruiwei Jiang | ICML 2026 Oral | https://openreview.net/group?id=ICML.cc/2026/Conference | icml2026.csv |
2,026 | ICML | Adaptive Querying with AI Persona Priors | Kaizheng Wang; Yuhang Wu; Assaf Zeevi | ICML 2026 Poster | https://openreview.net/forum?id=YJhBBARWHv | icml2026.csv |
2,026 | ICML | Cost-aware Stopping for Bayesian Optimization | Qian Xie; Linda Cai; Alexander Terenin; Peter Frazier; Ziv Scully | ICML 2026 Poster | https://openreview.net/forum?id=o1Tn2ie0Wy | icml2026.csv |
2,026 | ICML | Efficient Adaptive Testing via Gradient Path Matching Subset Selection for AI Education | Yan Zhuang; Junhao Yu; Bohou Zhang; Zachary Pardos; Jinze Wu; Daoqiang Zhang | ICML 2026 Poster | https://openreview.net/forum?id=XnK6Jr0i8D | icml2026.csv |
2,026 | ICML | Bayesian-LoRA: Probabilistic Low-Rank Adaptation of Large Language Models | Moule Lin; Shuhao Guan; Andrea Patane; David Gregg; Goetz Botterweck | ICML 2026 Poster | https://openreview.net/forum?id=z3rQmLk4Io | icml2026.csv |
2,026 | ICML | BALLAST: Bayesian Active Learning with Look-ahead Amendment for Sea-drifter Trajectories under Spatio-Temporal Vector Fields | Rui-Yang Zhang; Henry Moss; Lachlan Astfalck; Edward Cripps; David Leslie | ICML 2026 Poster | https://openreview.net/forum?id=0xOj6kVMbb | icml2026.csv |
2,026 | ICML | Policy Search via Bayesian Optimization with Temporal Difference Gaussian Processes | Armin Lederer; Anuj Srivastava; Marco Bagatella; Andreas Krause | ICML 2026 Poster | https://openreview.net/forum?id=Bn6zenKCj7 | icml2026.csv |
2,026 | ICML | Monotonic Variational Gaussian Process for Efficient Data Collection | Donghyun Lee; Young Myoung Ko | ICML 2026 Poster | https://openreview.net/forum?id=F5ntKcrmYK | icml2026.csv |
2,026 | ICML | Scalable Bayesian Inference for Nonlinear Conservation Laws | Tim Weiland; Philipp Hennig | ICML 2026 Poster | https://openreview.net/forum?id=Xg12D1Y4H1 | icml2026.csv |
2,026 | ICML | Entropy-informed Decoding: Adaptive Information-Driven Branching | Benjamin Patrick Evans; Sumitra Ganesh; Leo Ardon | ICML 2026 Poster | https://openreview.net/forum?id=lttx2Uy3mN | icml2026.csv |
2,026 | ICML | LieStoNet: Learning Lie Symmetries from Spatiotemporal Data for Stochastic Dynamical Systems | Shida Liu; Abhishek Gupta; Sumit Sinha; L Mahadevan | ICML 2026 Poster | https://openreview.net/forum?id=eZPUThc2pv | icml2026.csv |
2,026 | ICML | Extending Mean-Field Variational Inference via Entropic Regularization: Theory and Computation | Bohan Wu; David Blei | ICML 2026 Poster | https://api.github.com/repos/JmlrOrg/v27 | icml2026.csv |
2,026 | ICML | SVRG and Beyond via Posterior Correction | Nico Daheim; Thomas Moellenhoff; James Ming Liang Ang; Mohammad Emtiyaz Khan | ICML 2026 Poster | https://openreview.net/forum?id=3NQSeJOfkz | icml2026.csv |
2,026 | ICML | Stochastic Gradient Variational Inference with Price's Gradient Estimator from Bures-Wasserstein to Parameter Space | Kyurae Kim; Qiang Fu; Yian Ma; Jacob Gardner; Trevor Campbell | ICML 2026 Poster | https://openreview.net/forum?id=4HquuQN4qK | icml2026.csv |
2,026 | ICML | Gaussian Mean Field Variational Inference can Overestimate Predictive Variance | James Odgers; Ben Riegler; Siddharth Swaroop; Vincent Fortuin | ICML 2026 Poster | https://openreview.net/forum?id=RG7maF4bGu | icml2026.csv |
2,026 | ICML | Particles Don’t Care About Z: Towards Scaling Entropy Estimation of Unnormalized Densities | Safa Messaoud; Skander Charni; Elaa Bouazza; Ali Pourghasemi; Halima Bensmail | ICML 2026 Poster | https://openreview.net/forum?id=nVAU1aVLtY | icml2026.csv |
2,026 | ICML | $\alpha$-PFN: Fast Entropy Search via In-Context Learning | Herilalaina Rakotoarison; Steven Adriaensen; Tom Viering; Samuel Gabriel Müller; Carl Hvarfner; Frank Hutter; Eytan Bakshy | ICML 2026 Poster | https://openreview.net/forum?id=7Oonij8oLU | icml2026.csv |
2,026 | ICML | AIR: Improving Agent Safety through Incident Response | Zibo Xiao; Jun Sun; Junjie Chen | ICML 2026 Poster | https://openreview.net/forum?id=hNiIIKdz3V | icml2026.csv |
2,026 | ICML | OmniVL-Guard: Towards Unified Vision-Language Forgery Detection and Grounding via Balanced RL | Jinjie Shen; Jing Wu; Yaxiong Wang; Lechao Cheng; Shengeng Tang; Tianrui Hui; Nan Pu; Zhun Zhong | ICML 2026 Poster | https://openreview.net/forum?id=U80CWouffM | icml2026.csv |
2,026 | ICML | SpeedCP: Fast Kernel-based Conditional Conformal Prediction | Yating Liu; Yeo Jin Jung; Zixuan Wu; So Won Jeong; Claire Donnat | ICML 2026 Poster | https://openreview.net/forum?id=JWvRxvcmn3 | icml2026.csv |
2,026 | ICML | Robust Bayes-Assisted Conformal Prediction | Kianoosh Ashouritaklimi; Stefano Cortinovis; Francois Caron | ICML 2026 Poster | https://openreview.net/forum?id=eopPyXUmDk | icml2026.csv |
2,026 | ICML | Understanding Performance Collapse in Layer-Pruned Large Language Models via Decision Representation Transitions | boyu shi; Chang Liu; Chuanbao Gao; Xu Yang; Xin Geng | ICML 2026 Poster | https://openreview.net/forum?id=bPnEyHvZSu | icml2026.csv |
2,026 | ICML | Nonparametric Distribution Regression Re-calibration | Ádám Jung; Domokos Kelen; Andras Benczur | ICML 2026 Poster | https://openreview.net/forum?id=fTl7NXYtAB | icml2026.csv |
2,026 | ICML | Quantifying Temperature Scaling in Discrete Sequence (Language) Models | Hannah Scheufele; Peter Blohm; Vikas Garg | ICML 2026 Poster | https://openreview.net/forum?id=bHIeH7450V | icml2026.csv |
2,026 | ICML | Position: The AI Imperative: Scaling High-Quality Peer Review in Machine Learning | Qiyao Wei; Samuel Holt; Jing Yang; Markus Wulfmeier; Mihaela van der Schaar | ICML 2026 Poster | https://openreview.net/forum?id=0eAsCehpyb | icml2026.csv |
2,026 | ICML | Position: Multi-Agent Explainability Needs Contracts Before Methods | Hak Hyun Kim; Benjamin Huh; Soroush Vosoughi | ICML 2026 Poster | https://openreview.net/forum?id=fxSfYP7IMI | icml2026.csv |
2,026 | ICML | EntRAG: Entity-Centric Retrieval-Augmented Generation for Knowledge-based Visual Question Answering | Yiheng Hu; Xiaoyang Wang; Qing Liu; Sherry Xu; Qian Fu; Wenjie Zhang | ICML 2026 Poster | https://openreview.net/forum?id=u9U8yDOOVm | icml2026.csv |
2,026 | ICML | All Circuits Lead to Rome: Rethinking Functional Anisotropy in Circuit and Sheaf Discovery for LLMs | Xi Chen; Mingyu Jin; Jingcheng (Frank) Niu; Yutong Yin; Jinman Zhao; Bangwei Guo; Dimitris Metaxas; Zhaoran Wang; Yutao Yue; Gerald Penn | ICML 2026 Poster | https://openreview.net/forum?id=3uC9teMlUt | icml2026.csv |
2,026 | ICML | mHC: Manifold-Constrained Hyper-Connections | Zhenda Xie; Yixuan Wei; Huanqi Cao; Chenggang Zhao; Chengqi Deng; Jiashi Li; Damai Dai; Huazuo Gao; Mingyu Xu; Kuai Yu; Liang Zhao; Shangyan Zhou; Zhean Xu; Zhengyan Zhang; Wangding Zeng; Shengding Hu; Yuqing Wang; Jingyang Yuan; Lean Wang; Wenfeng Liang | ICML 2026 Poster | https://openreview.net/forum?id=mDhyxu8WRb | icml2026.csv |
2,026 | ICML | Computing Provable Bounds for Exact Shapley Values of Neural Networks | David Boetius; Shahaf Bassan; Guy Katz; Stefan Leue; Tobias Sutter | ICML 2026 Poster | https://openreview.net/forum?id=48c42LVtLx | icml2026.csv |
2,026 | ICML | SHAP-Guided Kernel Actor-Critic for Explainable Reinforcement Learning | Na Li; Hangguan Shan; Wei Ni; Wenjie Zhang; Xinyu Li | ICML 2026 Poster | https://openreview.net/forum?id=b0Z5xWy23m | icml2026.csv |
2,026 | ICML | Reconstruction Outcomes Look Similar but Processes Differ: Improving Context Consistency and Coverage in Graph Masked Auto-Encoder | Geng Tang; Keyu Liu; Xibei Yang; Yuhua Qian | ICML 2026 Poster | https://openreview.net/forum?id=avJndkz5Ww | icml2026.csv |
2,026 | ICML | Query Lens: Interpreting Sparse Key-Value Features with Indirect Effects | Hwiyeong Lee; Ingyu Bang; Uiji Hwang; Hyelim Lim; Taeuk Kim | ICML 2026 Poster | https://openreview.net/forum?id=6t9xJWFjkq | icml2026.csv |
2,026 | ICML | RelaxFlow: Text-Driven Amodal 3D Generation | Jiayin Zhu; Guoji Fu; Xiaolu Liu; Qiyuan He; Yicong Li; Angela Yao | ICML 2026 Poster | https://openreview.net/forum?id=UamxHbDR3p | icml2026.csv |
2,026 | ICML | Towards Steering without Sacrifice: Principled Training of Steering Vectors for Prompt-only Interventions | Yuntai Bao; Qinfeng Li; Xinyan Yu; Xuhong Zhang; Ge Su; Wenqi Zhang; Liu Yan; Haiqin Weng; Jianwei Yin | ICML 2026 Poster | https://openreview.net/forum?id=AaT3liS5PE | icml2026.csv |
2,026 | ICML | Enhancing Conformal Prediction via Class Similarity | Ariel Fargion; Lahav Dabah; Tom Tirer | ICML 2026 Poster | https://openreview.net/forum?id=C2rOTnYowg | icml2026.csv |
2,026 | ICML | Activation Oracles: Training and Evaluating LLMs as General-Purpose Activation Explainers | Adam Karvonen; James Chua; Clément Dumas; Kit Fraser-Taliente; Subhash Kantamneni; Julian Minder; Euan Ong; Arnab Sen Sharma; Daniel Wen; Owain Evans; Samuel Marks | ICML 2026 Poster | https://openreview.net/forum?id=DbZjxkZrZm | icml2026.csv |
2,026 | ICML | Evaluating Contextual Illegality: AI Compliance in Corporate Law Scenarios | Hilal Aka; joseph kwon; Noam Kolt | ICML 2026 Poster | https://openreview.net/forum?id=PuXjZomg14 | icml2026.csv |
2,026 | ICML | Discovering Interpretable Algorithms by Decompiling Transformers to RASP | Xinting Huang; Aleksandra Bakalova; Satwik Bhattamishra; William Merrill; Michael Hahn | ICML 2026 Poster | https://openreview.net/forum?id=QnWjcTk14G | icml2026.csv |
2,026 | ICML | Sparse Relaxed-Lasso Steering: Automatic Sparse-Autoencoder Feature Selection for Precise Image Editing | Zongxin Liu; Xiaoyong Xue; Sun Weidi; Shengchao Qin; Lijun Zhang | ICML 2026 Poster | https://openreview.net/forum?id=U4U77OLsy1 | icml2026.csv |
2,026 | ICML | PolySAE: Modeling Feature Interactions in Sparse Autoencoders via Polynomial Decoding | Panagiotis Koromilas; Andreas Demou; James Oldfield; Yannis Panagakis; Mihalis Nicolaou | ICML 2026 Poster | https://openreview.net/forum?id=XAhDgsYn3a | icml2026.csv |
2,026 | ICML | Is Your LLM Overcharging You? Tokenization, Transparency, and Incentives | Ander Artola Velasco; Stratis Tsirtsis; Nastaran Okati; Manuel Gomez-Rodriguez | ICML 2026 Poster | https://openreview.net/forum?id=aGaBFE9pta | icml2026.csv |
2,026 | ICML | CB-SLICE: Concept-Based Interpretable Error Slice Discovery | Yael Konforti; Mateo Espinosa Zarlenga; Elaf Almahmoud; Mateja Jamnik | ICML 2026 Poster | https://openreview.net/forum?id=eMiXzd5cyD | icml2026.csv |
2,026 | ICML | Capturing Gaze Shifts for Guidance: Cross-Modal Fusion Enhancement for VLM Hallucination Mitigation | Zheng Qi; Chao Shang; Evangelia Spiliopoulou; Nikolaos Pappas | ICML 2026 Poster | https://openreview.net/forum?id=Nyk5TF8H5x | icml2026.csv |
2,026 | ICML | Provably Adaptive Linear Approximation for the Shapley Value and Beyond | Weida Li; Yaoliang Yu; Bryan Kian Hsiang Low | ICML 2026 Poster | https://openreview.net/forum?id=hMTCuqjCW8 | icml2026.csv |
2,026 | ICML | MAnchors: Memorization-Based Acceleration of Anchors via Rule Reuse and Transformation | Haonan Yu; Junhao Liu; Xin Zhang | ICML 2026 Poster | https://openreview.net/forum?id=iJmqu7GMRq | icml2026.csv |
2,026 | ICML | One-shot Conditional Sampling: MMD meets Nearest Neighbors | Anirban Chatterjee; Sayantan Choudhury; Rohan Hore | ICML 2026 Poster | https://openreview.net/forum?id=1KEObQsUKW | icml2026.csv |
2,026 | ICML | Steering at the Source: Style Modulation Heads for Robust Persona Control | Yoshihiro Izawa; Gouki Minegishi; Koshi Eguchi; Sosuke Hosokawa; Kenjiro Taura | ICML 2026 Poster | https://openreview.net/forum?id=r6EuKr1hq4 | icml2026.csv |
2,026 | ICML | Aggregate Models, Not Explanations: Improving Feature Importance Estimation | Joseph Paillard; Angel REYERO LOBO; Denis-Alexander Engemann; Thirion Bertrand | ICML 2026 Poster | https://openreview.net/forum?id=tGu4bsqD3T | icml2026.csv |
2,026 | ICML | FedSSM: State Space Model-based Proactive Inference for Heterogeneous Multimodal Federated Learning | Hengyi Ren; Yuchen Xie; Changlong Wang; Xin Li; Yue Huang; Jian Guo; Lijuan Sun | ICML 2026 Poster | https://openreview.net/forum?id=aDT1e7R9q8 | icml2026.csv |
2,026 | ICML | Ensembling Sparse Autoencoders | Soham Gadgil; Chris Lin; Su-In Lee | ICML 2026 Poster | https://openreview.net/forum?id=tS5raDg2xX | icml2026.csv |
2,026 | ICML | Priority-Aware Shapley Value | Kiljae Lee; Ziqi Liu; Weijing Tang; Yuan Zhang | ICML 2026 Poster | https://openreview.net/forum?id=uG4IOdaAGk | icml2026.csv |
2,026 | ICML | TACTIC: Task-Aware Sparse Coordination Graphs for Multi-Task Multi-agent Reinforcement Learning | Kexing Peng; Pengyi Li; tinghuai ma; Jianye Hao | ICML 2026 Poster | https://openreview.net/forum?id=1AsU8u2tmC | icml2026.csv |
2,026 | ICML | $\texttt{ShaplEIG}$: Bayesian Experimental Design for Shapley Value Estimation | David Rundel; Fabian Fumagalli; Maximilian Muschalik; Bernd Bischl; Matthias Feurer | ICML 2026 Poster | https://openreview.net/forum?id=ub9PwBtHqD | icml2026.csv |
2,026 | ICML | Target-Agnostic Calibration under Distribution Shift with Frequency-Aware Gradient Rectification | Yilin Zhang; Cai Xu; You Wu; Ziyu Guan; Wei Zhao | ICML 2026 Poster | https://openreview.net/forum?id=zYeCwBTtVt | icml2026.csv |
2,026 | ICML | Position: Retire the "Positive Backdoor" Label—Secret Alignment Requires Strict and Systematic Evaluation | Jianwei Li; Jung-Eun Kim | ICML 2026 Poster | https://openreview.net/forum?id=KUgDdCktn4 | icml2026.csv |
2,026 | ICML | Position: Machine Learning Research Should Be Guided by Explicit, Pluralistic Models of Human Purpose | Utsav Gupta | ICML 2026 Poster | https://openreview.net/forum?id=q4miDa78ve | icml2026.csv |
2,026 | ICML | Diagnosing the Reliability of LLM-as-a-Judge via Item Response Theory | Junhyuk Choi; Sohhyung Park; chanhee cho; Hyeonchu Park; Bugeun Kim | ICML 2026 Poster | https://openreview.net/forum?id=6xRIf7H6Nb | icml2026.csv |
2,026 | ICML | Regularization in the Axiomatic Approach to Learning from Human Preferences | Ezgi Korkmaz | ICML 2026 Poster | https://openreview.net/forum?id=9ydYaIe1Qj | icml2026.csv |
2,026 | ICML | CaliDist: Calibrating Large Language Models via Behavioral Robustness to Distraction | Mohammad Anas Jawad; Cornelia Caragea | ICML 2026 Poster | https://openreview.net/forum?id=aBosytnQ6f | icml2026.csv |
2,026 | ICML | CAReDiO: Enhancing Cultural Alignment of LLM via Representativeness and Distinctiveness Guided Data Optimization | Jing Yao; Xiaoyuan Yi; Jindong Wang; Zhicheng Dou; Xing Xie | ICML 2026 Poster | https://openreview.net/forum?id=zChdTtZmO3 | icml2026.csv |
2,026 | ICML | Position: Spatial Fairness: Foundations, Pitfalls, and a Path Forward | Nripsuta Saxena; Abigail Horn; Wenbin Zhang; Cyrus Shahabi | ICML 2026 Poster | https://openreview.net/forum?id=PQmMH6ZWLY | icml2026.csv |
2,026 | ICML | Exposing Hidden Biases in Text-to-Image Models via Automated Prompt Search | Manos Plitsis; Giorgos Bouritsas; Vassilis Katsouros; Yannis Panagakis | ICML 2026 Poster | https://openreview.net/forum?id=jqlNq5JpJ4 | icml2026.csv |
2,026 | ICML | Preference-Modulated Structural Attention for Multi-Objective Combinatorial Optimization | Rongsheng Jia; Yifan Zhang; Jun Zhang; Jian Cheng | ICML 2026 Poster | https://openreview.net/forum?id=ZQ06bnxW2u | icml2026.csv |
2,026 | ICML | Position: Stop Reactively Patching Your Model Every Time and Start Proactive Test-Driven AI Development | Nadine Chang; Maying Shen; Jialiang Wang; Rafid Mahmood; Jose Alvarez | ICML 2026 Poster | https://openreview.net/forum?id=EyWRrOasMu | icml2026.csv |
2,026 | ICML | Large Language Models Develop Novel Social Biases Through Adaptive Exploration | Addison J. Wu; Ryan Liu; Xuechunzi Bai; Thomas Griffiths | ICML 2026 Poster | https://openreview.net/forum?id=pc7fqaOcAH | icml2026.csv |
2,026 | ICML | Position: The Term “Machine Unlearning” Is Overused in LLMs | Sangyeon Yoon; Yeachan Jun; Albert No | ICML 2026 Poster | https://openreview.net/forum?id=GHUiYV4LTc | icml2026.csv |
2,026 | ICML | Data Provenance Auditing of Fine-Tuned Large Language Models with a Text-Preserving Technique | Yanming Li; Cédric Eichler; Nicolas Anciaux; Alexandra Bensamoun; Lorena Gonzalez-Manzano; Seifeddine Ghozzi | ICML 2026 Poster | https://openreview.net/forum?id=3D0x8oxOYH | icml2026.csv |
2,026 | ICML | Unlearning’s Blind Spots: Over‑Unlearning and Prototypical Relearning Attack | SeungBum Ha; Saerom Park; Sung Whan Yoon | ICML 2026 Poster | https://openreview.net/forum?id=XcwdniuaYh | icml2026.csv |
2,026 | ICML | Just Ask: Curious Code Agents Reveal System Prompts in Frontier LLMs | Xiang Zheng; Yutao Wu; Hanxun Huang; Yige Li; Xingjun Ma; Bo Li; Yu-Gang Jiang; Cong Wang | ICML 2026 Poster | https://openreview.net/forum?id=qFWLv8bLL2 | icml2026.csv |
2,026 | ICML | LAPRAS : Learning-Augmented PRivate Answering for linear query Streams. | Pranay Mundra; Adam Sealfon; Ziteng Sun; Quanquan Liu | ICML 2026 Poster | https://openreview.net/forum?id=tBw7NesAmb | icml2026.csv |
2,026 | ICML | Position: Stop Automating Peer Review Without Rigorous Evaluation | Joachim Baumann; Jiaxin Pei; Sanmi Koyejo; Dirk Hovy | ICML 2026 Poster | https://openreview.net/forum?id=128yyxUoRk | icml2026.csv |
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