year
int64
conference
string
title
string
authors
string
venue_or_track
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url
string
source_file
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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