year int64 | conference string | title string | authors string | venue_or_track string | url string | source_file string |
|---|---|---|---|---|---|---|
2,025 | ICML | Zero-shot Meta-learning for Tabular Prediction Tasks with Adversarially Pre-trained Transformer | Yulun Wu; Doron L Bergman | ICML 2025 poster | https://openreview.net/forum?id=q9lITFNKds | icml2025.csv |
2,025 | ICML | Batch List-Decodable Linear Regression via Higher Moments | Ilias Diakonikolas; Daniel Kane; Sushrut Karmalkar; Sihan Liu; Thanasis Pittas | ICML 2025 poster | https://openreview.net/forum?id=Vx7YaE7vJU | icml2025.csv |
2,025 | ICML | Visual Graph Arena: Evaluating Visual Conceptualization of Vision and Multimodal Large Language Models | Zahra Babaiee; Peyman Kiasari; Daniela Rus; Radu Grosu | ICML 2025 poster | https://openreview.net/forum?id=BCJPAmlfxv | icml2025.csv |
2,025 | ICML | From Crowdsourced Data to High-quality Benchmarks: Arena-Hard and Benchbuilder Pipeline | Tianle Li; Wei-Lin Chiang; Evan Frick; Lisa Dunlap; Tianhao Wu; Banghua Zhu; Joseph E. Gonzalez; Ion Stoica | ICML 2025 poster | https://openreview.net/forum?id=KfTf9vFvSn | icml2025.csv |
2,025 | ICML | Beyond Sensor Data: Foundation Models of Behavioral Data from Wearables Improve Health Predictions | Eray Erturk; Fahad Kamran; Salar Abbaspourazad; Sean Jewell; Harsh Sharma; Yujie Li; Sinead Williamson; Nicholas J Foti; Joseph Futoma | ICML 2025 poster | https://openreview.net/forum?id=DtVVltU1ak | icml2025.csv |
2,025 | ICML | (How) Do Language Models Track State? | Belinda Z. Li; Zifan Carl Guo; Jacob Andreas | ICML 2025 poster | https://openreview.net/forum?id=8SXosAVIFH | icml2025.csv |
2,025 | ICML | In-Context Fine-Tuning for Time-Series Foundation Models | Matthew Faw; Rajat Sen; Yichen Zhou; Abhimanyu Das | ICML 2025 poster | https://openreview.net/forum?id=uxzgGLWPj2 | icml2025.csv |
2,025 | ICML | Understanding Fixed Predictions via Confined Regions | Connor Lawless; Tsui-Wei Weng; Berk Ustun; Madeleine Udell | ICML 2025 poster | https://openreview.net/forum?id=1ZwOiEGxCe | icml2025.csv |
2,025 | ICML | Principled Data Selection for Alignment: The Hidden Risks of Difficult Examples | Chengqian Gao; Haonan Li; Liu Liu; Zeke Xie; Peilin Zhao; zhiqiang xu | ICML 2025 poster | https://openreview.net/forum?id=qut63YypaD | icml2025.csv |
2,025 | ICML | Towards scientific discovery with dictionary learning: Extracting biological concepts from microscopy foundation models | Konstantin Donhauser; Kristina Ulicna; Gemma Elyse Moran; Aditya Ravuri; Kian Kenyon-Dean; Cian Eastwood; Jason Hartford | ICML 2025 poster | https://openreview.net/forum?id=fBn6om49Ur | icml2025.csv |
2,025 | ICML | Sliding Puzzles Gym: A Scalable Benchmark for State Representation in Visual Reinforcement Learning | Bryan Lincoln Marques de Oliveira; Luana Guedes Barros Martins; Bruno Brandão; Murilo Lopes da Luz; telma woerle de lima soares; Luckeciano Carvalho Melo | ICML 2025 poster | https://openreview.net/forum?id=vlF9bZHrJg | icml2025.csv |
2,025 | ICML | Causal Abstraction Learning based on the Semantic Embedding Principle | Gabriele D'Acunto; Fabio Massimo Zennaro; Yorgos Felekis; Paolo Di Lorenzo | ICML 2025 poster | https://openreview.net/forum?id=J16AIOkjjY | icml2025.csv |
2,025 | ICML | Scalable Gaussian Processes with Latent Kronecker Structure | Jihao Andreas Lin; Sebastian Ament; Maximilian Balandat; David Eriksson; José Miguel Hernández-Lobato; Eytan Bakshy | ICML 2025 poster | https://openreview.net/forum?id=Nv70EgUAA7 | icml2025.csv |
2,025 | ICML | A Unified Approach to Routing and Cascading for LLMs | Jasper Dekoninck; Maximilian Baader; Martin Vechev | ICML 2025 poster | https://openreview.net/forum?id=AAl89VNNy1 | icml2025.csv |
2,025 | ICML | On Mitigating Affinity Bias through Bandits with Evolving Biased Feedback | Matthew Faw; Constantine Caramanis; Jessica Hoffmann | ICML 2025 poster | https://openreview.net/forum?id=i6va3yHwN9 | icml2025.csv |
2,025 | ICML | On Linear Convergence in Smooth Convex-Concave Bilinearly-Coupled Saddle-Point Optimization: Lower Bounds and Optimal Algorithms | Ekaterina Borodich; Alexander Gasnikov; Dmitry Kovalev | ICML 2025 poster | https://openreview.net/forum?id=vVTgnjpaLp | icml2025.csv |
2,025 | ICML | BARNN: A Bayesian Autoregressive and Recurrent Neural Network | Dario Coscia; Max Welling; Nicola Demo; Gianluigi Rozza | ICML 2025 poster | https://openreview.net/forum?id=j24YaWZENk | icml2025.csv |
2,025 | ICML | Weakly Supervised Anomaly Detection via Dual-Tailed Kernel | Walid Durani; Tobias Nitzl; Claudia Plant; Christian Böhm | ICML 2025 poster | https://openreview.net/forum?id=hxUGmRusz5 | icml2025.csv |
2,025 | ICML | UniMate: A Unified Model for Mechanical Metamaterial Generation, Property Prediction, and Condition Confirmation | Wangzhi Zhan; Jianpeng Chen; Dongqi Fu; Dawei Zhou | ICML 2025 poster | https://openreview.net/forum?id=X7uVxeFS9A | icml2025.csv |
2,025 | ICML | Sortformer: A Novel Approach for Permutation-Resolved Speaker Supervision in Speech-to-Text Systems | Taejin Park; Ivan Medennikov; Kunal Dhawan; Weiqing Wang; He Huang; Nithin Rao Koluguri; Krishna C Puvvada; Jagadeesh Balam; Boris Ginsburg | ICML 2025 poster | https://openreview.net/forum?id=AyYjRvrbDx | icml2025.csv |
2,025 | ICML | Learning-Order Autoregressive Models with Application to Molecular Graph Generation | Zhe Wang; Jiaxin Shi; Nicolas Heess; Arthur Gretton; Michalis Titsias | ICML 2025 poster | https://openreview.net/forum?id=EY6pXIDi3G | icml2025.csv |
2,025 | ICML | The Hidden Joules: Evaluating the Energy Consumption of Vision Backbones for Progress Towards More Efficient Model Inference | Zeyu Yang; Wesley Armour | ICML 2025 poster | https://openreview.net/forum?id=Va5jZARDcx | icml2025.csv |
2,025 | ICML | Global Convergence and Rich Feature Learning in $L$-Layer Infinite-Width Neural Networks under $\mu$ Parametrization | Zixiang Chen; Greg Yang; Qingyue Zhao; Quanquan Gu | ICML 2025 poster | https://openreview.net/forum?id=efWv8jOBkb | icml2025.csv |
2,025 | ICML | Attributes Shape the Embedding Space of Face Recognition Models | Pierrick Leroy; Antonio Mastropietro; Marco Nurisso; Francesco Vaccarino | ICML 2025 poster | https://openreview.net/forum?id=VY74pP1w93 | icml2025.csv |
2,025 | ICML | ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans | Ashkan Shahbazi; Elaheh Akbari; Darian Salehi; Xinran Liu; Navid NaderiAlizadeh; Soheil Kolouri | ICML 2025 poster | https://openreview.net/forum?id=Uq70mJuUB8 | icml2025.csv |
2,025 | ICML | The dark side of the forces: assessing non-conservative force models for atomistic machine learning | Filippo Bigi; Marcel F. Langer; Michele Ceriotti | ICML 2025 oral | https://openreview.net/forum?id=OEl3L8osas | icml2025.csv |
2,025 | ICML | One-Step Diffusion Policy: Fast Visuomotor Policies via Diffusion Distillation | Zhendong Wang; Max Li; Ajay Mandlekar; Zhenjia Xu; Jiaojiao Fan; Yashraj Narang; Linxi Fan; Yuke Zhu; Yogesh Balaji; Mingyuan Zhou; Ming-Yu Liu; Yu Zeng | ICML 2025 poster | https://openreview.net/forum?id=E2VsqgKNlr | icml2025.csv |
2,025 | ICML | AlphaVerus: Bootstrapping Formally Verified Code Generation through Self-Improving Translation and Treefinement | Pranjal Aggarwal; Bryan Parno; Sean Welleck | ICML 2025 poster | https://openreview.net/forum?id=tU8QKX4dMI | icml2025.csv |
2,025 | ICML | AdaSplash: Adaptive Sparse Flash Attention | Nuno Gonçalves; Marcos V Treviso; Andre Martins | ICML 2025 oral | https://openreview.net/forum?id=OWIPDWhUcO | icml2025.csv |
2,025 | ICML | SADA: Stability-guided Adaptive Diffusion Acceleration | Ting Jiang; Yixiao Wang; Hancheng Ye; Zishan Shao; Jingwei Sun; Jingyang Zhang; Zekai Chen; Jianyi Zhang; Yiran Chen; Hai Li | ICML 2025 poster | https://openreview.net/forum?id=ThMQfsBnje | icml2025.csv |
2,025 | ICML | Winner-takes-all for Multivariate Probabilistic Time Series Forecasting | Adrien Cortes; Remi Rehm; Victor Letzelter | ICML 2025 poster | https://openreview.net/forum?id=4QcFfTu6UT | icml2025.csv |
2,025 | ICML | Enforcing Latent Euclidean Geometry in Single-Cell VAEs for Manifold Interpolation | Alessandro Palma; Sergei Rybakov; Leon Hetzel; Stephan Günnemann; Fabian J Theis | ICML 2025 spotlightposter | https://openreview.net/forum?id=DoDXFkF10S | icml2025.csv |
2,025 | ICML | Generating Hypotheses of Dynamic Causal Graphs in Neuroscience: Leveraging Generative Factor Models of Observed Time Series | Zachary C. Brown; David Carlson | ICML 2025 poster | https://openreview.net/forum?id=WaJB9V2fIy | icml2025.csv |
2,025 | ICML | Riemann Tensor Neural Networks: Learning Conservative Systems with Physics-Constrained Networks | Anas Jnini; Lorenzo Breschi; Flavio Vella | ICML 2025 poster | https://openreview.net/forum?id=cPMhMoJLAx | icml2025.csv |
2,025 | ICML | Quantum Speedups in Regret Analysis of Infinite Horizon Average-Reward Markov Decision Processes | Bhargav Ganguly; Yang Xu; Vaneet Aggarwal | ICML 2025 poster | https://openreview.net/forum?id=BDfBKk9CbE | icml2025.csv |
2,025 | ICML | From Kernels to Features: A Multi-Scale Adaptive Theory of Feature Learning | Noa Rubin; Kirsten Fischer; Javed Lindner; Inbar Seroussi; Zohar Ringel; Michael Krämer; Moritz Helias | ICML 2025 poster | https://openreview.net/forum?id=hEUgRW0qYX | icml2025.csv |
2,025 | ICML | KoopSTD: Reliable Similarity Analysis between Dynamical Systems via Approximating Koopman Spectrum with Timescale Decoupling | Shimin Zhang; Ziyuan Ye; Yinsong Yan; Zeyang Song; Yujie Wu; Jibin Wu | ICML 2025 poster | https://openreview.net/forum?id=29eZ8pWc8E | icml2025.csv |
2,025 | ICML | Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning | Fan Shi; Bin Li; Xiangyang Xue | ICML 2025 poster | https://openreview.net/forum?id=q670PBd4p4 | icml2025.csv |
2,025 | ICML | Identifying biological perturbation targets through causal differential networks | Menghua Wu; Umesh Padia; Sean H. Murphy; Regina Barzilay; Tommi Jaakkola | ICML 2025 poster | https://openreview.net/forum?id=NBi8mjNebT | icml2025.csv |
2,025 | ICML | Permutation-Free High-Order Interaction Tests | Zhaolu Liu; Robert Peach; Mauricio Barahona | ICML 2025 poster | https://openreview.net/forum?id=glvtfXlzCS | icml2025.csv |
2,025 | ICML | ConfPO: Exploiting Policy Model Confidence for Critical Token Selection in Preference Optimization | Hee Suk Yoon; Eunseop Yoon; Mark A. Hasegawa-Johnson; Sungwoong Kim; Chang D. Yoo | ICML 2025 poster | https://openreview.net/forum?id=ZG7bkp6ScT | icml2025.csv |
2,025 | ICML | RE-Bench: Evaluating Frontier AI R&D Capabilities of Language Model Agents against Human Experts | Hjalmar Wijk; Tao Roa Lin; Joel Becker; Sami Jawhar; Neev Parikh; Thomas Broadley; Lawrence Chan; Michael Chen; Joshua M Clymer; Jai Dhyani; Elena Ericheva; Katharyn Garcia; Brian Goodrich; Nikola Jurkovic; Megan Kinniment; Aron Lajko; Seraphina Nix; Lucas Jun Koba Sato; William Saunders; Maksym Taran; Ben West; Elizab... | ICML 2025 spotlightposter | https://openreview.net/forum?id=3rB0bVU6z6 | icml2025.csv |
2,025 | ICML | Categorical Distributional Reinforcement Learning with Kullback-Leibler Divergence: Convergence and Asymptotics | Tyler Kastner; Mark Rowland; Yunhao Tang; Murat A Erdogdu; Amir-massoud Farahmand | ICML 2025 poster | https://openreview.net/forum?id=f4qxkR6GQK | icml2025.csv |
2,025 | ICML | Accelerating Quantum Reinforcement Learning with a Quantum Natural Policy Gradient Based Approach | Yang Xu; Vaneet Aggarwal | ICML 2025 poster | https://openreview.net/forum?id=LD0qNRusFo | icml2025.csv |
2,025 | ICML | PokéChamp: an Expert-level Minimax Language Agent | Seth Karten; Andy Luu Nguyen; Chi Jin | ICML 2025 spotlightposter | https://openreview.net/forum?id=SnZ7SKykHh | icml2025.csv |
2,025 | ICML | Solving Zero-Sum Convex Markov Games | Fivos Kalogiannis; Emmanouil-Vasileios Vlatakis-Gkaragkounis; Ian Gemp; Georgios Piliouras | ICML 2025 poster | https://openreview.net/forum?id=dSJo5X56KQ | icml2025.csv |
2,025 | ICML | G-Adaptivity: optimised graph-based mesh relocation for finite element methods | James Rowbottom; Georg Maierhofer; Teo Deveney; Eike Hermann Müller; Alberto Paganini; Katharina Schratz; Pietro Lio; Carola-Bibiane Schönlieb; Chris Budd | ICML 2025 spotlightposter | https://openreview.net/forum?id=pyIXyl4qFx | icml2025.csv |
2,025 | ICML | Isolated Causal Effects of Natural Language | Victoria Lin; Louis-Philippe Morency; Eli Ben-Michael | ICML 2025 poster | https://openreview.net/forum?id=Z0jnz149L1 | icml2025.csv |
2,025 | ICML | AdaDecode: Accelerating LLM Decoding with Adaptive Layer Parallelism | Zhepei Wei; Wei-Lin Chen; Xinyu Zhu; Yu Meng | ICML 2025 poster | https://openreview.net/forum?id=VnO2GEpmlb | icml2025.csv |
2,025 | ICML | Conditioning Diffusions Using Malliavin Calculus | Jakiw Pidstrigach; Elizabeth Louise Baker; Carles Domingo-Enrich; George Deligiannidis; Nikolas Nüsken | ICML 2025 poster | https://openreview.net/forum?id=0A4JSAU3FD | icml2025.csv |
2,025 | ICML | Quantifying Prediction Consistency Under Fine-tuning Multiplicity in Tabular LLMs | Faisal Hamman; Pasan Dissanayake; Saumitra Mishra; Freddy Lecue; Sanghamitra Dutta | ICML 2025 poster | https://openreview.net/forum?id=AXJnqocQpm | icml2025.csv |
2,025 | ICML | MindLLM: A Subject-Agnostic and Versatile Model for fMRI-to-text Decoding | Weikang Qiu; Zheng Huang; Haoyu Hu; Aosong Feng; Yujun Yan; Rex Ying | ICML 2025 poster | https://openreview.net/forum?id=EiAQrilPYP | icml2025.csv |
2,025 | ICML | On Measuring Long-Range Interactions in Graph Neural Networks | Jacob Bamberger; Benjamin Gutteridge; Scott le Roux; Michael M. Bronstein; Xiaowen Dong | ICML 2025 poster | https://openreview.net/forum?id=2fBcAOi8lO | icml2025.csv |
2,025 | ICML | Features are fate: a theory of transfer learning in high-dimensional regression | Javan Tahir; Surya Ganguli; Grant M. Rotskoff | ICML 2025 poster | https://openreview.net/forum?id=rLM4qDBJKA | icml2025.csv |
2,025 | ICML | Propagate and Inject: Revisiting Propagation-Based Feature Imputation for Graphs with Partially Observed Features | Daeho Um; Sunoh Kim; Jiwoong Park; Jongin Lim; Seong Jin Ahn; Seulki Park | ICML 2025 poster | https://openreview.net/forum?id=QfKrcgyase | icml2025.csv |
2,025 | ICML | Simultaneous Multi-Robot Motion Planning with Projected Diffusion Models | Jinhao Liang; Jacob K Christopher; Sven Koenig; Ferdinando Fioretto | ICML 2025 poster | https://openreview.net/forum?id=Sp7jclUwkV | icml2025.csv |
2,025 | ICML | LIFT the Veil for the Truth: Principal Weights Emerge after Rank Reduction for Reasoning-Focused Supervised Fine-Tuning | Zihang Liu; Tianyu Pang; Oleg Balabanov; Chaoqun Yang; Tianjin Huang; Lu Yin; Yaoqing Yang; Shiwei Liu | ICML 2025 poster | https://openreview.net/forum?id=XHHIZNgrho | icml2025.csv |
2,025 | ICML | Lower Bounds for Chain-of-Thought Reasoning in Hard-Attention Transformers | Alireza Amiri Bavandpour; Xinting Huang; Mark Rofin; Michael Hahn | ICML 2025 poster | https://openreview.net/forum?id=Oh9sG5ae2b | icml2025.csv |
2,025 | ICML | Learning to Incentivize in Repeated Principal-Agent Problems with Adversarial Agent Arrivals | Junyan Liu; Arnab Maiti; Artin Tajdini; Kevin Jamieson; Lillian J. Ratliff | ICML 2025 poster | https://openreview.net/forum?id=4JyULSyPl6 | icml2025.csv |
2,025 | ICML | Automatic Reward Shaping from Confounded Offline Data | Mingxuan Li; Junzhe Zhang; Elias Bareinboim | ICML 2025 poster | https://openreview.net/forum?id=Hu7hUjEMiW | icml2025.csv |
2,025 | ICML | When Diffusion Models Memorize: Inductive Biases in Probability Flow of Minimum-Norm Shallow Neural Nets | Chen Zeno; Hila Manor; Greg Ongie; Nir Weinberger; Tomer Michaeli; Daniel Soudry | ICML 2025 poster | https://openreview.net/forum?id=WD2CKUrxmx | icml2025.csv |
2,025 | ICML | Graph Neural Network Generalization With Gaussian Mixture Model Based Augmentation | Yassine ABBAHADDOU; Fragkiskos D. Malliaros; Johannes F. Lutzeyer; Amine M. Aboussalah; Michalis Vazirgiannis | ICML 2025 poster | https://openreview.net/forum?id=JCKkum1Qye | icml2025.csv |
2,025 | ICML | Hessian Geometry of Latent Space in Generative Models | Alexander Lobashev; Dmitry Guskov; Maria Larchenko; Mikhail Tamm | ICML 2025 poster | https://openreview.net/forum?id=H8JTsbG4KW | icml2025.csv |
2,025 | ICML | A Variational Framework for Improving Naturalness in Generative Spoken Language Models | Li-Wei Chen; Takuya Higuchi; Zakaria Aldeneh; Ahmed Hussen Abdelaziz; Alexander Rudnicky | ICML 2025 poster | https://openreview.net/forum?id=HLC9eJ8RMg | icml2025.csv |
2,025 | ICML | Adaptive kernel predictors from feature-learning infinite limits of neural networks | Clarissa Lauditi; Blake Bordelon; Cengiz Pehlevan | ICML 2025 poster | https://openreview.net/forum?id=NLiwENWuaJ | icml2025.csv |
2,025 | ICML | Doubly Robust Fusion of Many Treatments for Policy Learning | Ke Zhu; Jianing Chu; Ilya Lipkovich; Wenyu Ye; Shu Yang | ICML 2025 poster | https://openreview.net/forum?id=22lwBrVUkU | icml2025.csv |
2,025 | ICML | Differential Privacy Guarantees of Markov Chain Monte Carlo Algorithms | Andrea Bertazzi; Tim Johnston; Gareth O. Roberts; Alain Oliviero Durmus | ICML 2025 poster | https://openreview.net/forum?id=lLnAua5poB | icml2025.csv |
2,025 | ICML | Advancing Constrained Monotonic Neural Networks: Achieving Universal Approximation Beyond Bounded Activations | Davide Sartor; Alberto Sinigaglia; Gian Antonio Susto | ICML 2025 poster | https://openreview.net/forum?id=RAa8muWVhW | icml2025.csv |
2,025 | ICML | Proactive Agents for Multi-Turn Text-to-Image Generation Under Uncertainty | Meera Hahn; Wenjun Zeng; Nithish Kannen; Rich Galt; Kartikeya Badola; Been Kim; Zi Wang | ICML 2025 poster | https://openreview.net/forum?id=f3iBgm2Zi0 | icml2025.csv |
2,025 | ICML | QoS-Efficient Serving of Multiple Mixture-of-Expert LLMs Using Partial Runtime Reconfiguration | HamidReza Imani; Jiaxin Peng; Peiman Mohseni; Abdolah Amirany; Tarek El-Ghazawi | ICML 2025 poster | https://openreview.net/forum?id=g45SHBmZLz | icml2025.csv |
2,025 | ICML | Mastering Board Games by External and Internal Planning with Language Models | John Schultz; Jakub Adamek; Matej Jusup; Marc Lanctot; Michael Kaisers; Sarah Perrin; Daniel Hennes; Jeremy Shar; Cannada A. Lewis; Anian Ruoss; Tom Zahavy; Petar Veličković; Laurel Prince; Satinder Singh; Eric Malmi; Nenad Tomasev | ICML 2025 spotlightposter | https://openreview.net/forum?id=KKwBo3u3IW | icml2025.csv |
2,025 | ICML | Avoiding spurious sharpness minimization broadens applicability of SAM | Sidak Pal Singh; Hossein Mobahi; Atish Agarwala; Yann Dauphin | ICML 2025 poster | https://openreview.net/forum?id=vYMuAcbdIE | icml2025.csv |
2,025 | ICML | Large Language Models are Demonstration Pre-Selectors for Themselves | Jiarui Jin; Yuwei Wu; Haoxuan Li; Xiaoting He; Weinan Zhang; Yiming Yang; Yong Yu; Jun Wang; Mengyue Yang | ICML 2025 poster | https://openreview.net/forum?id=YgfpMhNYnW | icml2025.csv |
2,025 | ICML | Thermalizer: Stable autoregressive neural emulation of spatiotemporal chaos | Christian Pedersen; Laure Zanna; Joan Bruna | ICML 2025 poster | https://openreview.net/forum?id=73zrUyI5kB | icml2025.csv |
2,025 | ICML | Learning Gaussian DAG Models without Condition Number Bounds | Constantinos Costis Daskalakis; ANTHIMOS VARDIS KANDIROS; Rui Yao | ICML 2025 poster | https://openreview.net/forum?id=fxmJHFscQz | icml2025.csv |
2,025 | ICML | PyTDC: A multimodal machine learning training, evaluation, and inference platform for biomedical foundation models | Alejandro Velez-Arce; Marinka Zitnik | ICML 2025 poster | https://openreview.net/forum?id=HV8vZDDoYc | icml2025.csv |
2,025 | ICML | Minerva: A Programmable Memory Test Benchmark for Language Models | Menglin Xia; Victor Rühle; Saravan Rajmohan; Reza Shokri | ICML 2025 poster | https://openreview.net/forum?id=ib9drlZllP | icml2025.csv |
2,025 | ICML | From Jack of All Trades to Master of One: Specializing LLM-based Autoraters to a Test Set | Mara Finkelstein; Daniel Deutsch; Parker Riley; Juraj Juraska; Geza Kovacs; Markus Freitag | ICML 2025 poster | https://openreview.net/forum?id=Y0Kxvmjkmh | icml2025.csv |
2,025 | ICML | Dimension-Independent Rates for Structured Neural Density Estimation | Robert A. Vandermeulen; Wai Ming Tai; Bryon Aragam | ICML 2025 poster | https://openreview.net/forum?id=o7mxIi8jRv | icml2025.csv |
2,025 | ICML | Preference Learning for AI Alignment: a Causal Perspective | Kasia Kobalczyk; Mihaela van der Schaar | ICML 2025 poster | https://openreview.net/forum?id=iuD649wPAw | icml2025.csv |
2,025 | ICML | When Every Millisecond Counts: Real-Time Anomaly Detection via the Multimodal Asynchronous Hybrid Network | Dong Xiao; Guangyao Chen; Peixi Peng; Yangru Huang; Yifan Zhao; Yongxing Dai; Yonghong Tian | ICML 2025 spotlightposter | https://openreview.net/forum?id=oYyaVSqEFu | icml2025.csv |
2,025 | ICML | Overtrained Language Models Are Harder to Fine-Tune | Jacob Mitchell Springer; Sachin Goyal; Kaiyue Wen; Tanishq Kumar; Xiang Yue; Sadhika Malladi; Graham Neubig; Aditi Raghunathan | ICML 2025 poster | https://openreview.net/forum?id=YW6edSufht | icml2025.csv |
2,025 | ICML | Towards Better-than-2 Approximation for Constrained Correlation Clustering | Andreas Kalavas; Evangelos Kipouridis; Nithin Varma | ICML 2025 spotlightposter | https://openreview.net/forum?id=MkCnPNOLMk | icml2025.csv |
2,025 | ICML | Cowpox: Towards the Immunity of VLM-based Multi-Agent Systems | YUTONG WU; Jie Zhang; Yiming Li; Chao Zhang; Qing Guo; Han Qiu; Nils Lukas; Tianwei Zhang | ICML 2025 poster | https://openreview.net/forum?id=5KszXnnkG5 | icml2025.csv |
2,025 | ICML | FlowAR: Scale-wise Autoregressive Image Generation Meets Flow Matching | Sucheng Ren; Qihang Yu; Ju He; Xiaohui Shen; Alan Yuille; Liang-Chieh Chen | ICML 2025 poster | https://openreview.net/forum?id=JfLgvNe1tj | icml2025.csv |
2,025 | ICML | SLiM: One-shot Quantization and Sparsity with Low-rank Approximation for LLM Weight Compression | Mohammad Mozaffari; Amir Yazdanbakhsh; Maryam Mehri Dehnavi | ICML 2025 poster | https://openreview.net/forum?id=4UfRP8MopP | icml2025.csv |
2,025 | ICML | Softmax is not Enough (for Sharp Size Generalisation) | Petar Veličković; Christos Perivolaropoulos; Federico Barbero; Razvan Pascanu | ICML 2025 poster | https://openreview.net/forum?id=S4JmmpnSPy | icml2025.csv |
2,025 | ICML | Temporal Difference Flows | Jesse Farebrother; Matteo Pirotta; Andrea Tirinzoni; Remi Munos; Alessandro Lazaric; Ahmed Touati | ICML 2025 oral | https://openreview.net/forum?id=j6H7c3aQyb | icml2025.csv |
2,025 | ICML | TAROT: Targeted Data Selection via Optimal Transport | Lan Feng; Fan Nie; Yuejiang Liu; Alexandre Alahi | ICML 2025 poster | https://openreview.net/forum?id=EznrK7QWgK | icml2025.csv |
2,025 | ICML | Efficient Multivariate Robust Mean Estimation Under Mean-Shift Contamination | Ilias Diakonikolas; Giannis Iakovidis; Daniel Kane; Thanasis Pittas | ICML 2025 poster | https://openreview.net/forum?id=LmT1of1LUJ | icml2025.csv |
2,025 | ICML | Accelerating Spectral Clustering under Fairness Constraints | Francesco Tonin; Alex Lambert; Johan Suykens; Volkan Cevher | ICML 2025 poster | https://openreview.net/forum?id=JgUBM5hwcM | icml2025.csv |
2,025 | ICML | Overestimation in LLM Evaluation: A Controlled Large-Scale Study on Data Contamination’s Impact on Machine Translation | Muhammed Yusuf Kocyigit; Eleftheria Briakou; Daniel Deutsch; Jiaming Luo; Colin Cherry; Markus Freitag | ICML 2025 poster | https://openreview.net/forum?id=MpjtvkvXDo | icml2025.csv |
2,025 | ICML | PEAKS: Selecting Key Training Examples Incrementally via Prediction Error Anchored by Kernel Similarity | Mustafa Burak Gurbuz; Xingyu Zheng; Constantine Dovrolis | ICML 2025 poster | https://openreview.net/forum?id=G0My9EEJbw | icml2025.csv |
2,025 | ICML | Geometric and Physical Constraints Synergistically Enhance Neural PDE Surrogates | Yunfei Huang; David S. Greenberg | ICML 2025 poster | https://openreview.net/forum?id=6f1Hx1eneF | icml2025.csv |
2,025 | ICML | Reward-Guided Iterative Refinement in Diffusion Models at Test-Time with Applications to Protein and DNA Design | Masatoshi Uehara; Xingyu Su; Yulai Zhao; Xiner Li; Aviv Regev; Shuiwang Ji; Sergey Levine; Tommaso Biancalani | ICML 2025 poster | https://openreview.net/forum?id=9qzpNSTUYp | icml2025.csv |
2,025 | ICML | Pareto-Optimality, Smoothness, and Stochasticity in Learning-Augmented One-Max-Search | Ziyad Benomar; Lorenzo Croissant; Vianney Perchet; Spyros Angelopoulos | ICML 2025 poster | https://openreview.net/forum?id=ZTOVlPC5Vf | icml2025.csv |
2,025 | ICML | Looking Beyond the Top-1: Transformers Determine Top Tokens in Order | Daria Lioubashevski; Tomer M. Schlank; Gabriel Stanovsky; Ariel Goldstein | ICML 2025 poster | https://openreview.net/forum?id=2B11W1Z6ID | icml2025.csv |
2,025 | ICML | DriveGPT: Scaling Autoregressive Behavior Models for Driving | Xin Huang; Eric M Wolff; Paul Vernaza; Tung Phan-Minh; Hongge Chen; David S Hayden; Mark Edmonds; Brian Pierce; Xinxin Chen; Pratik Elias Jacob; Xiaobai Chen; Chingiz Tairbekov; Pratik Agarwal; Tianshi Gao; Yuning Chai; Siddhartha Srinivasa | ICML 2025 poster | https://openreview.net/forum?id=SBUxQakoJJ | icml2025.csv |
2,025 | ICML | AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders | Zhengxuan Wu; Aryaman Arora; Atticus Geiger; Zheng Wang; Jing Huang; Dan Jurafsky; Christopher D Manning; Christopher Potts | ICML 2025 spotlightposter | https://openreview.net/forum?id=K2CckZjNy0 | icml2025.csv |
2,025 | ICML | Multiaccuracy and Multicalibration via Proxy Groups | Beepul Bharti; Mary Versa Clemens-Sewall; Paul Yi; Jeremias Sulam | ICML 2025 poster | https://openreview.net/forum?id=sGny74zx2V | icml2025.csv |
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