year int64 | conference string | title string | authors string | venue_or_track string | url string | source_file string |
|---|---|---|---|---|---|---|
2,025 | ICML | Imitation Learning from a Single Temporally Misaligned Video | William Huey; Huaxiaoyue Wang; Anne Wu; Yoav Artzi; Sanjiban Choudhury | ICML 2025 poster | https://openreview.net/forum?id=YV05KZt7v2 | icml2025.csv |
2,025 | ICML | The Logical Implication Steering Method for Conditional Interventions on Transformer Generation | Damjan Kalajdzievski | ICML 2025 poster | https://openreview.net/forum?id=E7c9Jf1KjV | icml2025.csv |
2,025 | ICML | Variational Phylogenetic Inference with Products over Bipartitions | Evan Sidrow; Alexandre Bouchard-Cote; Lloyd T Elliott | ICML 2025 poster | https://openreview.net/forum?id=s1WJSRaJuy | icml2025.csv |
2,025 | ICML | Shifting Time: Time-series Forecasting with Khatri-Rao Neural Operators | Srinath Dama; Kevin Course; Prasanth B. Nair | ICML 2025 poster | https://openreview.net/forum?id=emkdmORaj4 | icml2025.csv |
2,025 | ICML | Constrained Online Convex Optimization with Polyak Feasibility Steps | Spencer Hutchinson; Mahnoosh Alizadeh | ICML 2025 poster | https://openreview.net/forum?id=EAAjvpE7sp | icml2025.csv |
2,025 | ICML | Graph-Based Algorithms for Diverse Similarity Search | Piyush Anand; Piotr Indyk; Ravishankar Krishnaswamy; Sepideh Mahabadi; Vikas C. Raykar; Kirankumar Shiragur; Haike Xu | ICML 2025 poster | https://openreview.net/forum?id=dmN2fQ3woH | icml2025.csv |
2,025 | ICML | Sketch to Adapt: Fine-Tunable Sketches for Efficient LLM Adaptation | Tianyi Zhang; Junda Su; Aditya Desai; Oscar Wu; Zhaozhuo Xu; Anshumali Shrivastava | ICML 2025 poster | https://openreview.net/forum?id=zZXOXhxO6I | icml2025.csv |
2,025 | ICML | RestoreGrad: Signal Restoration Using Conditional Denoising Diffusion Models with Jointly Learned Prior | Ching-Hua Lee; Chouchang Yang; Jaejin Cho; Yashas Malur Saidutta; Rakshith Sharma Srinivasa; Yilin Shen; Hongxia Jin | ICML 2025 poster | https://openreview.net/forum?id=NbjrGgxLPi | icml2025.csv |
2,025 | ICML | Adversarial Reasoning at Jailbreaking Time | Mahdi Sabbaghi; Paul Kassianik; George J. Pappas; Amin Karbasi; Hamed Hassani | ICML 2025 poster | https://openreview.net/forum?id=aWd7mL5U9Q | icml2025.csv |
2,025 | ICML | PANDAS: Improving Many-shot Jailbreaking via Positive Affirmation, Negative Demonstration, and Adaptive Sampling | Avery Ma; Yangchen Pan; Amir-massoud Farahmand | ICML 2025 spotlightposter | https://openreview.net/forum?id=sEBfiF8JBu | icml2025.csv |
2,025 | ICML | Hierarchical Equivariant Policy via Frame Transfer | Haibo Zhao; Dian Wang; Yizhe Zhu; Xupeng Zhu; Owen Lewis Howell; Linfeng Zhao; Yaoyao Qian; Robin Walters; Robert Platt | ICML 2025 poster | https://openreview.net/forum?id=nAv5ketrHq | icml2025.csv |
2,025 | ICML | Does Generation Require Memorization? Creative Diffusion Models using Ambient Diffusion | Kulin Shah; Alkis Kalavasis; Adam Klivans; Giannis Daras | ICML 2025 poster | https://openreview.net/forum?id=GGPM0z3dhU | icml2025.csv |
2,025 | ICML | Dialogue Without Limits: Constant-Sized KV Caches for Extended Response in LLMs | Ravi Ghadia; Avinash Kumar; Gaurav Jain; Prashant J. Nair; Poulami Das | ICML 2025 poster | https://openreview.net/forum?id=SuYO70ZxZX | icml2025.csv |
2,025 | ICML | Test-Time Graph Neural Dataset Search With Generative Projection | Xin Zheng; Wei Huang; Chuan Zhou; Ming Li; Shirui Pan | ICML 2025 poster | https://openreview.net/forum?id=824TCt6CkE | icml2025.csv |
2,025 | ICML | What Has a Foundation Model Found? Using Inductive Bias to Probe for World Models | Keyon Vafa; Peter G. Chang; Ashesh Rambachan; Sendhil Mullainathan | ICML 2025 poster | https://openreview.net/forum?id=i9npQatSev | icml2025.csv |
2,025 | ICML | AlphaPO: Reward Shape Matters for LLM Alignment | Aman Gupta; Shao Tang; Qingquan Song; Sirou Zhu; Jiwoo Hong; Ankan Saha; Viral Gupta; Noah Lee; Eunki Kim; Siyu Zhu; Parag Agrawal; Natesh S. Pillai; Sathiya Keerthi | ICML 2025 poster | https://openreview.net/forum?id=LmdZ0pSWtG | icml2025.csv |
2,025 | ICML | Addressing Concept Mislabeling in Concept Bottleneck Models Through Preference Optimization | Emiliano Penaloza; Tianyue H. Zhang; Laurent Charlin; Mateo Espinosa Zarlenga | ICML 2025 poster | https://openreview.net/forum?id=sQ6lqdjGBX | icml2025.csv |
2,025 | ICML | Near-optimal Sketchy Natural Gradients for Physics-Informed Neural Networks | Maricela Best Mckay; Avleen Kaur; Chen Greif; Brian Wetton | ICML 2025 poster | https://openreview.net/forum?id=bKsZomnmqn | icml2025.csv |
2,025 | ICML | KinDEL: DNA-Encoded Library Dataset for Kinase Inhibitors | Benson Chen; Tomasz Danel; Gabriel H. S. Dreiman; Patrick J. McEnaney; Nikhil Jain; Kirill Novikov; Spurti Umesh Akki; Joshua L. Turnbull; Virja Atul Pandya; Boris P. Belotserkovskii; Jared Bryce Weaver; Ankita Biswas; Dat Nguyen; Kent Gorday; Mohammad Sultan; Nathaniel Stanley; Daniel M Whalen; Divya Kanichar; Christo... | ICML 2025 poster | https://openreview.net/forum?id=WBN0Mz3VAC | icml2025.csv |
2,025 | ICML | UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction | Shravan Nayak; Xiangru Jian; Kevin Qinghong Lin; Juan A. Rodriguez; Montek Kalsi; Nicolas Chapados; M. Tamer Özsu; Aishwarya Agrawal; David Vazquez; Christopher Pal; Perouz Taslakian; Spandana Gella; Sai Rajeswar | ICML 2025 poster | https://openreview.net/forum?id=5Rtj4mYH1C | icml2025.csv |
2,025 | ICML | Online Laplacian-Based Representation Learning in Reinforcement Learning | Maheed H. Ahmed; Jayanth Bhargav; Mahsa Ghasemi | ICML 2025 poster | https://openreview.net/forum?id=NXtoNstR96 | icml2025.csv |
2,025 | ICML | Modulated Diffusion: Accelerating Generative Modeling with Modulated Quantization | Weizhi Gao; Zhichao Hou; Junqi Yin; Feiyi Wang; Linyu Peng; Xiaorui Liu | ICML 2025 poster | https://openreview.net/forum?id=y8hMadAgrz | icml2025.csv |
2,025 | ICML | Memorization Sinks: Isolating Memorization during LLM Training | Gaurav Rohit Ghosal; Pratyush Maini; Aditi Raghunathan | ICML 2025 poster | https://openreview.net/forum?id=sRJrMPu5Uu | icml2025.csv |
2,025 | ICML | Skip the Equations: Learning Behavior of Personalized Dynamical Systems Directly From Data | Krzysztof Kacprzyk; Julianna Piskorz; Mihaela van der Schaar | ICML 2025 poster | https://openreview.net/forum?id=2gpjvMEAMm | icml2025.csv |
2,025 | ICML | Return Capping: Sample Efficient CVaR Policy Gradient Optimisation | Harry Mead; Clarissa Costen; Bruno Lacerda; Nick Hawes | ICML 2025 poster | https://openreview.net/forum?id=ebf2IYBrZO | icml2025.csv |
2,025 | ICML | LensLLM: Unveiling Fine-Tuning Dynamics for LLM Selection | Xinyue Zeng; Haohui Wang; Junhong Lin; Jun Wu; Tyler Cody; Dawei Zhou | ICML 2025 poster | https://openreview.net/forum?id=om0CcjvEQh | icml2025.csv |
2,025 | ICML | A New Concentration Inequality for Sampling Without Replacement and Its Application for Transductive Learning | Yingzhen Yang | ICML 2025 poster | https://openreview.net/forum?id=NRVdvg7VMn | icml2025.csv |
2,025 | ICML | Improving Diversity in Language Models: When Temperature Fails, Change the Loss | Alexandre Verine; Florian Le Bronnec; Kunhao Zheng; Alexandre Allauzen; Yann Chevaleyre; benjamin negrevergne | ICML 2025 poster | https://openreview.net/forum?id=RsyMfsqzeG | icml2025.csv |
2,025 | ICML | PENCIL: Long Thoughts with Short Memory | Chenxiao Yang; Nathan Srebro; David McAllester; Zhiyuan Li | ICML 2025 poster | https://openreview.net/forum?id=6wglsDXIei | icml2025.csv |
2,025 | ICML | Universal Neural Optimal Transport | Jonathan Geuter; Gregor Kornhardt; Ingimar Tomasson; Vaios Laschos | ICML 2025 poster | https://openreview.net/forum?id=t10fde8tQ7 | icml2025.csv |
2,025 | ICML | SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering? | Samuel Miserendino; Michele Wang; Tejal Patwardhan; Johannes Heidecke | ICML 2025 oral | https://openreview.net/forum?id=xZXhFg43EI | icml2025.csv |
2,025 | ICML | Policy-Regret Minimization in Markov Games with Function Approximation | Thanh Nguyen-Tang; Raman Arora | ICML 2025 poster | https://openreview.net/forum?id=eZ5QyZV7zi | icml2025.csv |
2,025 | ICML | MATH-Perturb: Benchmarking LLMs' Math Reasoning Abilities against Hard Perturbations | Kaixuan Huang; Jiacheng Guo; Zihao Li; Xiang Ji; Jiawei Ge; Wenzhe Li; Yingqing Guo; Tianle Cai; Hui Yuan; Runzhe Wang; Yue Wu; Ming Yin; Shange Tang; Yangsibo Huang; Chi Jin; Xinyun Chen; Chiyuan Zhang; Mengdi Wang | ICML 2025 poster | https://openreview.net/forum?id=OZy70UggXr | icml2025.csv |
2,025 | ICML | DeepCrossAttention: Supercharging Transformer Residual Connections | Mike Heddes; Adel Javanmard; Kyriakos Axiotis; Gang Fu; Mohammadhossein Bateni; Vahab Mirrokni | ICML 2025 poster | https://openreview.net/forum?id=j3JBfFnGYh | icml2025.csv |
2,025 | ICML | Steerable Transformers for Volumetric Data | Soumyabrata Kundu; Risi Kondor | ICML 2025 poster | https://openreview.net/forum?id=Ax550Vokon | icml2025.csv |
2,025 | ICML | Value-Based Deep RL Scales Predictably | Oleh Rybkin; Michal Nauman; Preston Fu; Charlie Victor Snell; Pieter Abbeel; Sergey Levine; Aviral Kumar | ICML 2025 poster | https://openreview.net/forum?id=FLPFPYJeVU | icml2025.csv |
2,025 | ICML | Hardware and Software Platform Inference | Cheng Zhang; Hanna Foerster; Robert D. Mullins; Yiren Zhao; Ilia Shumailov | ICML 2025 poster | https://openreview.net/forum?id=kdmjVF1iDO | icml2025.csv |
2,025 | ICML | Putnam-AXIOM: A Functional & Static Benchmark for Measuring Higher Level Mathematical Reasoning in LLMs | Aryan Gulati; Brando Miranda; Eric Chen; Emily Xia; Kai Fronsdal; Bruno de Moraes Dumont; Sanmi Koyejo | ICML 2025 poster | https://openreview.net/forum?id=kqj2Cn3Sxr | icml2025.csv |
2,025 | ICML | Training a Generally Curious Agent | Fahim Tajwar; Yiding Jiang; Abitha Thankaraj; Sumaita Sadia Rahman; J Zico Kolter; Jeff Schneider; Russ Salakhutdinov | ICML 2025 oral | https://openreview.net/forum?id=UeB3Hdrhda | icml2025.csv |
2,025 | ICML | Efficient Molecular Conformer Generation with SO(3)-Averaged Flow Matching and Reflow | Zhonglin Cao; Mario Geiger; Allan Dos Santos Costa; Danny Reidenbach; Karsten Kreis; Tomas Geffner; Franco Pellegrini; Guoqing Zhou; Emine Kucukbenli | ICML 2025 poster | https://openreview.net/forum?id=6uPcJtMgWN | icml2025.csv |
2,025 | ICML | Do Vision-Language Models Really Understand Visual Language? | Yifan Hou; Buse Giledereli; Yilei Tu; Mrinmaya Sachan | ICML 2025 poster | https://openreview.net/forum?id=ZPQU4uGMBA | icml2025.csv |
2,025 | ICML | What can large language models do for sustainable food? | Anna Thomas; Adam Yee; Andrew Mayne; Maya B. Mathur; Dan Jurafsky; Kristina Gligorić | ICML 2025 poster | https://openreview.net/forum?id=f6SFHNfuMu | icml2025.csv |
2,025 | ICML | No Free Lunch from Random Feature Ensembles: Scaling Laws and Near-Optimality Conditions | Benjamin Samuel Ruben; William Lingxiao Tong; Hamza Tahir Chaudhry; Cengiz Pehlevan | ICML 2025 poster | https://openreview.net/forum?id=z9GgK3CK39 | icml2025.csv |
2,025 | ICML | GSM-$\infty$: How Do your LLMs Behave over Infinitely Increasing Reasoning Complexity and Context Length? | Yang Zhou; Hongyi Liu; Zhuoming Chen; Yuandong Tian; Beidi Chen | ICML 2025 poster | https://openreview.net/forum?id=n52yyvEwPa | icml2025.csv |
2,025 | ICML | Improving Model Alignment Through Collective Intelligence of Open-Source Models | Junlin Wang; Roy Xie; Shang Zhu; Jue WANG; Ben Athiwaratkun; Bhuwan Dhingra; Shuaiwen Leon Song; Ce Zhang; James Zou | ICML 2025 poster | https://openreview.net/forum?id=K4N9UvsuNB | icml2025.csv |
2,025 | ICML | High-Dimensional Prediction for Sequential Decision Making | Georgy Noarov; Ramya Ramalingam; Aaron Roth; Stephan Xie | ICML 2025 oral | https://openreview.net/forum?id=uRAgIVnAO6 | icml2025.csv |
2,025 | ICML | Robust Reward Alignment via Hypothesis Space Batch Cutting | Zhixian Xie; Haode Zhang; Yizhe Feng; Wanxin Jin | ICML 2025 poster | https://openreview.net/forum?id=pL87Z7YTJS | icml2025.csv |
2,025 | ICML | Convergence of Consistency Model with Multistep Sampling under General Data Assumptions | Yiding Chen; Yiyi Zhang; Owen Oertell; Wen Sun | ICML 2025 poster | https://openreview.net/forum?id=vsJsR3ieCx | icml2025.csv |
2,025 | ICML | RLEF: Grounding Code LLMs in Execution Feedback with Reinforcement Learning | Jonas Gehring; Kunhao Zheng; Jade Copet; Vegard Mella; Taco Cohen; Gabriel Synnaeve | ICML 2025 spotlightposter | https://openreview.net/forum?id=PzSG5nKe1q | icml2025.csv |
2,025 | ICML | Wasserstein Policy Optimization | David Pfau; Ian Davies; Diana L Borsa; João Guilherme Madeira Araújo; Brendan Daniel Tracey; Hado van Hasselt | ICML 2025 poster | https://openreview.net/forum?id=oAKe7MG9GM | icml2025.csv |
2,025 | ICML | Simplifying DINO via Coding Rate Regularization | Ziyang Wu; Jingyuan Zhang; Druv Pai; XuDong Wang; Chandan Singh; Jianwei Yang; Jianfeng Gao; Yi Ma | ICML 2025 poster | https://openreview.net/forum?id=shTZSlk0HQ | icml2025.csv |
2,025 | ICML | Boosting Protein Graph Representations through Static-Dynamic Fusion | Pengkang Guo; Bruno Correia; Pierre Vandergheynst; Daniel Probst | ICML 2025 poster | https://openreview.net/forum?id=QbtBIE36Fd | icml2025.csv |
2,025 | ICML | Federated Generalised Variational Inference: A Robust Probabilistic Federated Learning Framework | Terje Mildner; Oliver Hamelijnck; Paris Giampouras; Theodoros Damoulas | ICML 2025 spotlightposter | https://openreview.net/forum?id=M7mVzCV6uU | icml2025.csv |
2,025 | ICML | Symmetric Reinforcement Learning Loss for Robust Learning on Diverse Tasks and Model Scales | Ju-Seung Byun; Andrew Perrault | ICML 2025 poster | https://openreview.net/forum?id=YjBrt82S3v | icml2025.csv |
2,025 | ICML | Stronger Neyman Regret Guarantees for Adaptive Experimental Design | Georgy Noarov; Riccardo Fogliato; Martin Andres Bertran; Aaron Roth | ICML 2025 spotlightposter | https://openreview.net/forum?id=gcgzQSKR7y | icml2025.csv |
2,025 | ICML | Joint Localization and Activation Editing for Low-Resource Fine-Tuning | Wen Lai; Alexander Fraser; Ivan Titov | ICML 2025 poster | https://openreview.net/forum?id=Lllg9YjAFX | icml2025.csv |
2,025 | ICML | EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents | Rui Yang; Hanyang Chen; Junyu Zhang; Mark Zhao; Cheng Qian; Kangrui Wang; Qineng Wang; Teja Venkat Koripella; Marziyeh Movahedi; Manling Li; Heng Ji; Huan Zhang; Tong Zhang | ICML 2025 oral | https://openreview.net/forum?id=DgGF2LEBPS | icml2025.csv |
2,025 | ICML | Multiple-policy Evaluation via Density Estimation | Yilei Chen; Aldo Pacchiano; Ioannis Paschalidis | ICML 2025 poster | https://openreview.net/forum?id=8nelB0aMry | icml2025.csv |
2,025 | ICML | Emergent Symbolic Mechanisms Support Abstract Reasoning in Large Language Models | Yukang Yang; Declan Iain Campbell; Kaixuan Huang; Mengdi Wang; Jonathan D. Cohen; Taylor Whittington Webb | ICML 2025 poster | https://openreview.net/forum?id=y1SnRPDWx4 | icml2025.csv |
2,025 | ICML | Causal-PIK: Causality-based Physical Reasoning with a Physics-Informed Kernel | Carlota Parés Morlans; Michelle Yi; Claire Chen; Sarah A Wu; Rika Antonova; Tobias Gerstenberg; Jeannette Bohg | ICML 2025 poster | https://openreview.net/forum?id=QgSfbgzgbH | icml2025.csv |
2,025 | ICML | CoastalBench: A Decade-Long High-Resolution Dataset to Emulate Complex Coastal Processes | Zelin Xu; Yupu Zhang; Tingsong Xiao; Maitane Olabarrieta Lizaso; Jose M. Gonzalez-Ondina; Zibo Liu; Shigang Chen; Zhe Jiang | ICML 2025 poster | https://openreview.net/forum?id=h3EEUJaMLu | icml2025.csv |
2,025 | ICML | Probabilistic Factorial Experimental Design for Combinatorial Interventions | Divya Shyamal; Jiaqi Zhang; Caroline Uhler | ICML 2025 spotlightposter | https://openreview.net/forum?id=RL6d53a5jj | icml2025.csv |
2,025 | ICML | Improved Algorithm for Deep Active Learning under Imbalance via Optimal Separation | Shyam Nuggehalli; Jifan Zhang; Lalit K Jain; Robert D Nowak | ICML 2025 poster | https://openreview.net/forum?id=rm2WHra1fB | icml2025.csv |
2,025 | ICML | Auditing $f$-differential privacy in one run | Saeed Mahloujifar; Luca Melis; Kamalika Chaudhuri | ICML 2025 oral | https://openreview.net/forum?id=OZSXYeqpI1 | icml2025.csv |
2,025 | ICML | BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute | Dujian Ding; Ankur Mallick; Shaokun Zhang; Chi Wang; Daniel Madrigal; Mirian Del Carmen Hipolito Garcia; Menglin Xia; Laks V. S. Lakshmanan; Qingyun Wu; Victor Rühle | ICML 2025 poster | https://openreview.net/forum?id=tFBIbCVXkG | icml2025.csv |
2,025 | ICML | DMM: Distributed Matrix Mechanism for Differentially-Private Federated Learning Based on Constant-Overhead Linear Secret Resharing | Alexander Bienstock; Ujjwal Kumar; Antigoni Polychroniadou | ICML 2025 poster | https://openreview.net/forum?id=Nv6mOSqUVA | icml2025.csv |
2,025 | ICML | From Mechanistic Interpretability to Mechanistic Biology: Training, Evaluating, and Interpreting Sparse Autoencoders on Protein Language Models | Etowah Adams; Liam Bai; Minji Lee; Yiyang Yu; Mohammed AlQuraishi | ICML 2025 spotlightposter | https://openreview.net/forum?id=zdOGBRQEbz | icml2025.csv |
2,025 | ICML | Which Attention Heads Matter for In-Context Learning? | Kayo Yin; Jacob Steinhardt | ICML 2025 poster | https://openreview.net/forum?id=C7XmEByCFv | icml2025.csv |
2,025 | ICML | Learning with Expected Signatures: Theory and Applications | Lorenzo Lucchese; Mikko S. Pakkanen; Almut E. D. Veraart | ICML 2025 oral | https://openreview.net/forum?id=yDTwamN4LQ | icml2025.csv |
2,025 | ICML | Byzantine-Resilient Federated Alternating Gradient Descent and Minimization for Partly-Decoupled Low Rank Matrix Learning | Ankit Pratap Singh; Ahmed Ali Abbasi; Namrata Vaswani | ICML 2025 poster | https://openreview.net/forum?id=iBOMvaa2aN | icml2025.csv |
2,025 | ICML | CACTI: Leveraging Copy Masking and Contextual Information to Improve Tabular Data Imputation | Aditya Gorla; Ryan Wang; Zhengtong Liu; Ulzee An; Sriram Sankararaman | ICML 2025 spotlightposter | https://openreview.net/forum?id=IYLNdCII48 | icml2025.csv |
2,025 | ICML | Constrained Pareto Set Identification with Bandit Feedback | Cyrille Kone; Emilie Kaufmann; Laura Richert | ICML 2025 poster | https://openreview.net/forum?id=3BmllnhGpm | icml2025.csv |
2,025 | ICML | A Theoretical Framework For Overfitting In Energy-based Modeling | Giovanni Catania; Aurélien Decelle; Cyril Furtlehner; Beatriz Seoane | ICML 2025 poster | https://openreview.net/forum?id=SDC3D4vdpb | icml2025.csv |
2,025 | ICML | Auto-reconfiguration for Latency Minimization in CPU-based DNN Serving | Ankit Bhardwaj; Amar Phanishayee; Deepak Narayanan; Ryan Stutsman | ICML 2025 poster | https://openreview.net/forum?id=Dg24PyeWsI | icml2025.csv |
2,025 | ICML | The Lock-in Hypothesis: Stagnation by Algorithm | Tianyi Qiu; Zhonghao He; Tejasveer Chugh; Max Kleiman-Weiner | ICML 2025 poster | https://openreview.net/forum?id=mE1M626qOo | icml2025.csv |
2,025 | ICML | Wasserstein Flow Matching: Generative Modeling Over Families of Distributions | Doron Haviv; Aram-Alexandre Pooladian; Dana Pe'er; Brandon Amos | ICML 2025 poster | https://openreview.net/forum?id=MRmI68k3gd | icml2025.csv |
2,025 | ICML | Non-Asymptotic and Non-Lipschitzian Bounds on Optimal Values in Stochastic Optimization Under Heavy Tails | Jindong Tong; Hongcheng Liu; Johannes O. Royset | ICML 2025 poster | https://openreview.net/forum?id=XAFfOEFJG1 | icml2025.csv |
2,025 | ICML | Understanding Overadaptation in Supervised Fine-Tuning: The Role of Ensemble Methods | Yifan HAO; Xingyuan Pan; Hanning Zhang; Chenlu Ye; Rui Pan; Tong Zhang | ICML 2025 poster | https://openreview.net/forum?id=1xsW6tvMb3 | icml2025.csv |
2,025 | ICML | TabICL: A Tabular Foundation Model for In-Context Learning on Large Data | Jingang QU; David Holzmüller; Gaël Varoquaux; Marine Le Morvan | ICML 2025 poster | https://openreview.net/forum?id=0VvD1PmNzM | icml2025.csv |
2,025 | ICML | SCISSOR: Mitigating Semantic Bias through Cluster-Aware Siamese Networks for Robust Classification | Shuo Yang; Bardh Prenkaj; Gjergji Kasneci | ICML 2025 poster | https://openreview.net/forum?id=Rgd7poMTDp | icml2025.csv |
2,025 | ICML | Preference Controllable Reinforcement Learning with Advanced Multi-Objective Optimization | Yucheng Yang; Tianyi Zhou; Mykola Pechenizkiy; Meng Fang | ICML 2025 poster | https://openreview.net/forum?id=49g4c8MWHy | icml2025.csv |
2,025 | ICML | Zero-Shot Generalization of GNNs over Distinct Attribute Domains | Yangyi Shen; Jincheng Zhou; Beatrice Bevilacqua; Joshua Robinson; Charilaos Kanatsoulis; Jure Leskovec; Bruno Ribeiro | ICML 2025 poster | https://openreview.net/forum?id=R9iBZen9aY | icml2025.csv |
2,025 | ICML | Synthetic Text Generation for Training Large Language Models via Gradient Matching | Dang Nguyen; Zeman Li; Mohammadhossein Bateni; Vahab Mirrokni; Meisam Razaviyayn; Baharan Mirzasoleiman | ICML 2025 poster | https://openreview.net/forum?id=mHySkOp46b | icml2025.csv |
2,025 | ICML | Statistical Query Hardness of Multiclass Linear Classification with Random Classification Noise | Ilias Diakonikolas; Mingchen Ma; Lisheng Ren; Christos Tzamos | ICML 2025 oral | https://openreview.net/forum?id=EZV4edMGM1 | icml2025.csv |
2,025 | ICML | Do Bayesian Neural Networks Actually Behave Like Bayesian Models? | Gábor Pituk; Vik Shirvaikar; Tom Rainforth | ICML 2025 poster | https://openreview.net/forum?id=x5RQnF7Vw9 | icml2025.csv |
2,025 | ICML | AUTOCIRCUIT-RL: Reinforcement Learning-Driven LLM for Automated Circuit Topology Generation | Prashanth Vijayaraghavan; Luyao Shi; Ehsan Degan; Vandana Mukherjee; Xin Zhang | ICML 2025 poster | https://openreview.net/forum?id=NvYwrQbzOb | icml2025.csv |
2,025 | ICML | What If We Recaption Billions of Web Images with LLaMA-3? | Xianhang Li; Haoqin Tu; Mude Hui; Zeyu Wang; Bingchen Zhao; Junfei Xiao; Sucheng Ren; Jieru Mei; Qing Liu; Huangjie Zheng; Yuyin Zhou; Cihang Xie | ICML 2025 poster | https://openreview.net/forum?id=Hntp7s2YfF | icml2025.csv |
2,025 | ICML | A Bregman Proximal Viewpoint on Neural Operators | Abdel-Rahim Mezidi; Jordan Patracone; Saverio Salzo; Amaury Habrard; Massimiliano Pontil; Rémi Emonet; Marc Sebban | ICML 2025 poster | https://openreview.net/forum?id=lzzPAQ1TxA | icml2025.csv |
2,025 | ICML | On the Robustness of Reward Models for Language Model Alignment | Jiwoo Hong; Noah Lee; Eunki Kim; Guijin Son; Woojin Chung; Aman Gupta; Shao Tang; James Thorne | ICML 2025 poster | https://openreview.net/forum?id=Tf4lRAOGkj | icml2025.csv |
2,025 | ICML | From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories, and Applications | AJAY KUMAR JAISWAL; Yifan Wang; Lu Yin; Shiwei Liu; Runjin Chen; Jiawei Zhao; Ananth Grama; Yuandong Tian; Zhangyang Wang | ICML 2025 poster | https://openreview.net/forum?id=fsf7LhbYdf | icml2025.csv |
2,025 | ICML | QUTE: Quantifying Uncertainty in TinyML models with Early-exit-assisted ensembles for model-monitoring | Nikhil Pratap Ghanathe; Steven J E Wilton | ICML 2025 poster | https://openreview.net/forum?id=EIEpGfixF6 | icml2025.csv |
2,025 | ICML | Diverging Preferences: When do Annotators Disagree and do Models Know? | Michael JQ Zhang; Zhilin Wang; Jena D. Hwang; Yi Dong; Olivier Delalleau; Yejin Choi; Eunsol Choi; Xiang Ren; Valentina Pyatkin | ICML 2025 poster | https://openreview.net/forum?id=qWgAAVhoXb | icml2025.csv |
2,025 | ICML | FACTER: Fairness-Aware Conformal Thresholding and Prompt Engineering for Enabling Fair LLM-Based Recommender Systems | Arya Fayyazi; Mehdi Kamal; Massoud Pedram | ICML 2025 poster | https://openreview.net/forum?id=edN2rEemj6 | icml2025.csv |
2,025 | ICML | Adaptive Partitioning Schemes for Optimistic Optimization | Raja Sunkara; Ardhendu Tripathy | ICML 2025 poster | https://openreview.net/forum?id=rA2P4H7Dep | icml2025.csv |
2,025 | ICML | Zero-Shot Adaptation of Parameter-Efficient Fine-Tuning in Diffusion Models | Farzad Farhadzadeh; Debasmit Das; Shubhankar Borse; Fatih Porikli | ICML 2025 poster | https://openreview.net/forum?id=osNUbJ4vlX | icml2025.csv |
2,025 | ICML | Self-Supervised Transformers as Iterative Solution Improvers for Constraint Satisfaction | Yudong Xu; Wenhao Li; Scott Sanner; Elias Boutros Khalil | ICML 2025 poster | https://openreview.net/forum?id=IQN6ID0snT | icml2025.csv |
2,025 | ICML | MIB: A Mechanistic Interpretability Benchmark | Aaron Mueller; Atticus Geiger; Sarah Wiegreffe; Dana Arad; Iván Arcuschin; Adam Belfki; Yik Siu Chan; Jaden Fried Fiotto-Kaufman; Tal Haklay; Michael Hanna; Jing Huang; Rohan Gupta; Yaniv Nikankin; Hadas Orgad; Nikhil Prakash; Anja Reusch; Aruna Sankaranarayanan; Shun Shao; Alessandro Stolfo; Martin Tutek; Amir Zur; Da... | ICML 2025 poster | https://openreview.net/forum?id=sSrOwve6vb | icml2025.csv |
2,025 | ICML | Convergence Analysis of Policy Gradient Methods with Dynamic Stochasticity | Alessandro Montenegro; Marco Mussi; Matteo Papini; Alberto Maria Metelli | ICML 2025 poster | https://openreview.net/forum?id=XEYoTQv00G | icml2025.csv |
2,025 | ICML | Enforcing Idempotency in Neural Networks | Nikolaj Banke Jensen; Jamie Vicary | ICML 2025 poster | https://openreview.net/forum?id=jk8vYZLty7 | icml2025.csv |
2,025 | ICML | Editable Noise Map Inversion: Encoding Target-image into Noise For High-Fidelity Image Manipulation | Mingyu Kang; Yong Suk Choi | ICML 2025 poster | https://openreview.net/forum?id=z63Ot0pcM3 | icml2025.csv |
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