year int64 | conference string | title string | authors string | venue_or_track string | url string | source_file string |
|---|---|---|---|---|---|---|
2,025 | ICML | ADIOS: Antibody Development via Opponent Shaping | Sebastian Rene Towers; Aleksandra Kalisz; Philippe A. Robert; Alicia Higueruelo; Francesca Vianello; Chloe Ming-Han Tsai; Harrison Steel; Jakob Nicolaus Foerster | ICML 2025 poster | https://openreview.net/forum?id=KVt0TeQ5Ne | icml2025.csv |
2,025 | ICML | Universal Approximation of Mean-Field Models via Transformers | Shiba Biswal; Karthik Elamvazhuthi; Rishi Sonthalia | ICML 2025 poster | https://openreview.net/forum?id=vs1u8WKlB5 | icml2025.csv |
2,025 | ICML | What Makes a Good Feedforward Computational Graph? | Alex Vitvitskyi; João Guilherme Madeira Araújo; Marc Lackenby; Petar Veličković | ICML 2025 poster | https://openreview.net/forum?id=w9HPYVpfvY | icml2025.csv |
2,025 | ICML | NeuronTune: Towards Self-Guided Spurious Bias Mitigation | Guangtao Zheng; Wenqian Ye; Aidong Zhang | ICML 2025 poster | https://openreview.net/forum?id=qC5FZs34Xr | icml2025.csv |
2,025 | ICML | Improving Rationality in the Reasoning Process of Language Models through Self-playing Game | Pinzheng Wang; Juntao Li; Zecheng Tang; Haijia Gui; Min zhang | ICML 2025 poster | https://openreview.net/forum?id=PPsiS5nSlv | icml2025.csv |
2,025 | ICML | Model-Based Exploration in Monitored Markov Decision Processes | Alireza Kazemipour; Matthew E. Taylor; Michael Bowling | ICML 2025 poster | https://openreview.net/forum?id=GdsbEOwAE7 | icml2025.csv |
2,025 | ICML | LASER: Attention with Exponential Transformation | Sai Surya Duvvuri; Inderjit S Dhillon | ICML 2025 poster | https://openreview.net/forum?id=idPoj6ZeDs | icml2025.csv |
2,025 | ICML | Collapse-Proof Non-Contrastive Self-Supervised Learning | Emanuele Sansone; Tim Lebailly; Tinne Tuytelaars | ICML 2025 poster | https://openreview.net/forum?id=wIfl8PK6Op | icml2025.csv |
2,025 | ICML | Scaling Test-Time Compute Without Verification or RL is Suboptimal | Amrith Setlur; Nived Rajaraman; Sergey Levine; Aviral Kumar | ICML 2025 spotlightposter | https://openreview.net/forum?id=beeNgQEfe2 | icml2025.csv |
2,025 | ICML | Censor Dependent Variational Inference | Chuanhui Liu; Xiao Wang | ICML 2025 poster | https://openreview.net/forum?id=fHD76uOB4t | icml2025.csv |
2,025 | ICML | Score Matching with Missing Data | Josh Givens; Song Liu; Henry Reeve | ICML 2025 oral | https://openreview.net/forum?id=mBstuGUaXo | icml2025.csv |
2,025 | ICML | Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction | Vaishnavh Nagarajan; Chen Henry Wu; Charles Ding; Aditi Raghunathan | ICML 2025 oral | https://openreview.net/forum?id=Hi0SyHMmkd | icml2025.csv |
2,025 | ICML | Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search | Maohao Shen; Guangtao Zeng; Zhenting Qi; Zhang-Wei Hong; Zhenfang Chen; Wei Lu; Gregory W. Wornell; Subhro Das; David Daniel Cox; Chuang Gan | ICML 2025 poster | https://openreview.net/forum?id=j4FXxMiDjL | icml2025.csv |
2,025 | ICML | LotteryCodec: Searching the Implicit Representation in a Random Network for Low-Complexity Image Compression | Haotian Wu; Gongpu Chen; Pier Luigi Dragotti; Deniz Gunduz | ICML 2025 spotlightposter | https://openreview.net/forum?id=9u5hPIcr6j | icml2025.csv |
2,025 | ICML | Deep Neural Cellular Potts Models | Koen Minartz; Tim D'Hondt; Leon Hillmann; Jörn Starruß; Lutz Brusch; Vlado Menkovski | ICML 2025 poster | https://openreview.net/forum?id=3xznpzabYQ | icml2025.csv |
2,025 | ICML | Flow-of-Options: Diversified and Improved LLM Reasoning by Thinking Through Options | Lakshmi Nair; Ian Trase; J. Mark Kim | ICML 2025 poster | https://openreview.net/forum?id=EiSXjzgBK4 | icml2025.csv |
2,025 | ICML | Guided Search Strategies in Non-Serializable Environments with Applications to Software Engineering Agents | Karina Zainullina; Alexander Golubev; Maria Trofimova; Sergei Polezhaev; Ibragim Badertdinov; Daria Litvintseva; Simon Karasik; Filipp Fisin; Sergei Skvortsov; Maksim Nekrashevich; Anton Shevtsov; Boris Yangel | ICML 2025 poster | https://openreview.net/forum?id=NMdWQXosFs | icml2025.csv |
2,025 | ICML | Federated Oriented Learning: A Practical One-Shot Personalized Federated Learning Framework | Guan Huang; Tao Shu | ICML 2025 poster | https://openreview.net/forum?id=jwjvkWsePB | icml2025.csv |
2,025 | ICML | Feedforward Few-shot Species Range Estimation | Christian Lange; Max Hamilton; Elijah Cole; Alexander Shepard; Samuel Heinrich; Angela Zhu; Subhransu Maji; Grant Van Horn; Oisin Mac Aodha | ICML 2025 poster | https://openreview.net/forum?id=u08HAb5WyC | icml2025.csv |
2,025 | ICML | Improving Multi-Class Calibration through Normalization-Aware Isotonic Techniques | Alon Arad; Saharon Rosset | ICML 2025 poster | https://openreview.net/forum?id=PuVmGAggkU | icml2025.csv |
2,025 | ICML | Decoding Rewards in Competitive Games: Inverse Game Theory with Entropy Regularization | Junyi Liao; Zihan Zhu; Ethan X Fang; Zhuoran Yang; Vahid Tarokh | ICML 2025 poster | https://openreview.net/forum?id=L47M0km5dq | icml2025.csv |
2,025 | ICML | Testing the Limits of Fine-Tuning for Improving Visual Cognition in Vision Language Models | Luca M. Schulze Buschoff; Konstantinos Voudouris; Elif Akata; Matthias Bethge; Joshua B. Tenenbaum; Eric Schulz | ICML 2025 poster | https://openreview.net/forum?id=jSxU7ZGe3B | icml2025.csv |
2,025 | ICML | Aligned Multi Objective Optimization | Yonathan Efroni; Ben Kretzu; Daniel Jiang; Jalaj Bhandari; Zheqing Zhu; Karen Ullrich | ICML 2025 poster | https://openreview.net/forum?id=OQXpFh0hqf | icml2025.csv |
2,025 | ICML | Organize the Web: Constructing Domains Enhances Pre-Training Data Curation | Alexander Wettig; Kyle Lo; Sewon Min; Hannaneh Hajishirzi; Danqi Chen; Luca Soldaini | ICML 2025 poster | https://openreview.net/forum?id=boSqwdvJVC | icml2025.csv |
2,025 | ICML | Harnessing Heterogeneous Statistical Strength for Personalized Federated Learning via Hierarchical Bayesian Inference | Mahendra Singh Thapa; Rui Li | ICML 2025 poster | https://openreview.net/forum?id=Zn6hmmBnAa | icml2025.csv |
2,025 | ICML | Field Matching: an Electrostatic Paradigm to Generate and Transfer Data | Alexander Kolesov; S. I. Manukhov; Vladimir Vladimirovich Palyulin; Alexander Korotin | ICML 2025 poster | https://openreview.net/forum?id=9dHilxylvC | icml2025.csv |
2,025 | ICML | Efficiently Vectorized MCMC on Modern Accelerators | Hugh Dance; Pierre Glaser; Peter Orbanz; Ryan P Adams | ICML 2025 spotlightposter | https://openreview.net/forum?id=Mlmpf4Izrj | icml2025.csv |
2,025 | ICML | R*: Efficient Reward Design via Reward Structure Evolution and Parameter Alignment Optimization with Large Language Models | Pengyi Li; Jianye HAO; Hongyao Tang; Yifu Yuan; Jinbin Qiao; Zibin Dong; YAN ZHENG | ICML 2025 poster | https://openreview.net/forum?id=qZMLrURRr9 | icml2025.csv |
2,025 | ICML | Soup-of-Experts: Pretraining Specialist Models via Parameters Averaging | Pierre Ablin; Angelos Katharopoulos; Skyler Seto; David Grangier | ICML 2025 poster | https://openreview.net/forum?id=MFNIka7nx0 | icml2025.csv |
2,025 | ICML | LLMs on the Line: Data Determines Loss-to-Loss Scaling Laws | Prasanna Mayilvahanan; Thaddäus Wiedemer; Sayak Mallick; Matthias Bethge; Wieland Brendel | ICML 2025 poster | https://openreview.net/forum?id=IVUjRWnU6c | icml2025.csv |
2,025 | ICML | SWAN: SGD with Normalization and Whitening Enables Stateless LLM Training | Chao Ma; Wenbo Gong; Meyer Scetbon; Edward Meeds | ICML 2025 poster | https://openreview.net/forum?id=CQZXGmw5vO | icml2025.csv |
2,025 | ICML | Catoni Contextual Bandits are Robust to Heavy-tailed Rewards | Chenlu Ye; Yujia Jin; Alekh Agarwal; Tong Zhang | ICML 2025 spotlightposter | https://openreview.net/forum?id=5IpVe9PH14 | icml2025.csv |
2,025 | ICML | On the Power of Context-Enhanced Learning in LLMs | Xingyu Zhu; Abhishek Panigrahi; Sanjeev Arora | ICML 2025 spotlightposter | https://openreview.net/forum?id=Gn6L4QRKf7 | icml2025.csv |
2,025 | ICML | Hierarchical Reinforcement Learning with Uncertainty-Guided Diffusional Subgoals | Vivienne Huiling Wang; Tinghuai Wang; Joni Pajarinen | ICML 2025 poster | https://openreview.net/forum?id=1YOYA2zN1j | icml2025.csv |
2,025 | ICML | Understanding the Logic of Direct Preference Alignment through Logic | Kyle Richardson; Vivek Srikumar; Ashish Sabharwal | ICML 2025 poster | https://openreview.net/forum?id=4T7gFdhsPJ | icml2025.csv |
2,025 | ICML | Scaling Laws for Forgetting during Finetuning with Pretraining Data Injection | Louis Béthune; David Grangier; Dan Busbridge; Eleonora Gualdoni; marco cuturi; Pierre Ablin | ICML 2025 poster | https://openreview.net/forum?id=vWMij23BmQ | icml2025.csv |
2,025 | ICML | A Geometric Approach to Personalized Recommendation with Set-Theoretic Constraints Using Box Embeddings | Shib Sankar Dasgupta; Michael Boratko; Andrew McCallum | ICML 2025 poster | https://openreview.net/forum?id=27tMzmzDjO | icml2025.csv |
2,025 | ICML | How Do Large Language Monkeys Get Their Power (Laws)? | Rylan Schaeffer; Joshua Kazdan; John Hughes; Jordan Juravsky; Sara Price; Aengus Lynch; Erik Jones; Robert Kirk; Azalia Mirhoseini; Sanmi Koyejo | ICML 2025 oral | https://openreview.net/forum?id=QqVZ28qems | icml2025.csv |
2,025 | ICML | SCENIR: Visual Semantic Clarity through Unsupervised Scene Graph Retrieval | Nikolaos Chaidos; Angeliki Dimitriou; Maria Lymperaiou; Giorgos Stamou | ICML 2025 poster | https://openreview.net/forum?id=sOUZXKReSN | icml2025.csv |
2,025 | ICML | Temporal Misalignment in ANN-SNN Conversion and its Mitigation via Probabilistic Spiking Neurons | Velibor Bojkovic; Xiaofeng Wu; Bin Gu | ICML 2025 poster | https://openreview.net/forum?id=Kip4avTjth | icml2025.csv |
2,025 | ICML | Active Reward Modeling: Adaptive Preference Labeling for Large Language Model Alignment | Yunyi Shen; Hao Sun; Jean-Francois Ton | ICML 2025 poster | https://openreview.net/forum?id=GSyX4amBFR | icml2025.csv |
2,025 | ICML | Improved and Oracle-Efficient Online $\ell_1$-Multicalibration | Rohan Ghuge; Vidya Muthukumar; Sahil Singla | ICML 2025 poster | https://openreview.net/forum?id=Qu3jbojB5Q | icml2025.csv |
2,025 | ICML | Partially Observable Reinforcement Learning with Memory Traces | Onno Eberhard; Michael Muehlebach; Claire Vernade | ICML 2025 poster | https://openreview.net/forum?id=c4zVRwxjDD | icml2025.csv |
2,025 | ICML | AutoCATE: End-to-End, Automated Treatment Effect Estimation | Toon Vanderschueren; Tim Verdonck; Mihaela van der Schaar; Wouter Verbeke | ICML 2025 poster | https://openreview.net/forum?id=QbOoz74GNO | icml2025.csv |
2,025 | ICML | Provable Length Generalization in Sequence Prediction via Spectral Filtering | Annie Marsden; Evan Dogariu; Naman Agarwal; Xinyi Chen; Daniel Suo; Elad Hazan | ICML 2025 poster | https://openreview.net/forum?id=AVFUoC53Lm | icml2025.csv |
2,025 | ICML | Exploring Large Action Sets with Hyperspherical Embeddings using von Mises-Fisher Sampling | Walid Bendada; Guillaume Salha-Galvan; Romain Hennequin; Théo Bontempelli; Thomas Bouabça; Tristan Cazenave | ICML 2025 poster | https://openreview.net/forum?id=Fk8yB6uSJy | icml2025.csv |
2,025 | ICML | DIME: Diffusion-Based Maximum Entropy Reinforcement Learning | Onur Celik; Zechu Li; Denis Blessing; Ge Li; Daniel Palenicek; Jan Peters; Georgia Chalvatzaki; Gerhard Neumann | ICML 2025 poster | https://openreview.net/forum?id=Aw6dBR7Vxj | icml2025.csv |
2,025 | ICML | Distillation Scaling Laws | Dan Busbridge; Amitis Shidani; Floris Weers; Jason Ramapuram; Etai Littwin; Russell Webb | ICML 2025 poster | https://openreview.net/forum?id=1nEBAkpfb9 | icml2025.csv |
2,025 | ICML | Inverse Flow and Consistency Models | Yuchen Zhang; Jian Zhou | ICML 2025 poster | https://openreview.net/forum?id=DpPUIOPY7C | icml2025.csv |
2,025 | ICML | A Sub-Problem Quantum Alternating Operator Ansatz for Correlation Clustering | Lucas Fabian Naumann; Jannik Irmai; Bjoern Andres | ICML 2025 poster | https://openreview.net/forum?id=UcnL2Xd3Qm | icml2025.csv |
2,025 | ICML | Modular Duality in Deep Learning | Jeremy Bernstein; Laker Newhouse | ICML 2025 poster | https://openreview.net/forum?id=hErdffTsLu | icml2025.csv |
2,025 | ICML | Differential Coding for Training-Free ANN-to-SNN Conversion | Zihan Huang; Wei Fang; Tong Bu; Peng Xue; Zecheng Hao; Wenxuan Liu; Yuanhong Tang; Zhaofei Yu; Tiejun Huang | ICML 2025 poster | https://openreview.net/forum?id=OxBWTFSGcv | icml2025.csv |
2,025 | ICML | AlphaDPO: Adaptive Reward Margin for Direct Preference Optimization | Junkang Wu; Xue Wang; Zhengyi Yang; Jiancan Wu; Jinyang Gao; Bolin Ding; Xiang Wang; Xiangnan He | ICML 2025 poster | https://openreview.net/forum?id=ETLKYVMVLt | icml2025.csv |
2,025 | ICML | Prompt-to-Leaderboard: Prompt-Adaptive LLM Evaluations | Evan Frick; Connor Chen; Joseph Tennyson; Tianle Li; Wei-Lin Chiang; Anastasios Nikolas Angelopoulos; Ion Stoica | ICML 2025 poster | https://openreview.net/forum?id=7VPRrzFEN8 | icml2025.csv |
2,025 | ICML | $\infty$-Video: A Training-Free Approach to Long Video Understanding via Continuous-Time Memory Consolidation | Saul Santos; António Farinhas; Daniel C McNamee; Andre Martins | ICML 2025 poster | https://openreview.net/forum?id=afDHwQ1ZDO | icml2025.csv |
2,025 | ICML | Physics-Informed Generative Modeling of Wireless Channels | Benedikt Böck; Andreas Oeldemann; Timo Mayer; Francesco Rossetto; Wolfgang Utschick | ICML 2025 poster | https://openreview.net/forum?id=FFJFT93oa7 | icml2025.csv |
2,025 | ICML | Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting | Jan Schuchardt; Mina Dalirrooyfard; Jed Guzelkabaagac; Anderson Schneider; Yuriy Nevmyvaka; Stephan Günnemann | ICML 2025 spotlightposter | https://openreview.net/forum?id=bkauyuzBN4 | icml2025.csv |
2,025 | ICML | Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing | Tianci Liu; Ruirui Li; Zihan Dong; Hui Liu; Xianfeng Tang; Qingyu Yin; Linjun Zhang; Haoyu Wang; Jing Gao | ICML 2025 poster | https://openreview.net/forum?id=vOu5K93z4f | icml2025.csv |
2,025 | ICML | Improved Theoretically-Grounded Evolutionary Algorithms for Subset Selection with a Linear Cost Constraint | Dan-Xuan Liu; Chao Qian | ICML 2025 poster | https://openreview.net/forum?id=Mcae98J1wq | icml2025.csv |
2,025 | ICML | Functional Alignment Can Mislead: Examining Model Stitching | Damian Smith; Harvey Mannering; Antonia Marcu | ICML 2025 spotlightposter | https://openreview.net/forum?id=glLqTK9En3 | icml2025.csv |
2,025 | ICML | Private Model Personalization Revisited | Conor Snedeker; Xinyu Zhou; Raef Bassily | ICML 2025 poster | https://openreview.net/forum?id=hw1kGPcSZ5 | icml2025.csv |
2,025 | ICML | Larger or Smaller Reward Margins to Select Preferences for LLM Alignment? | Kexin Huang; Junkang Wu; Ziqian Chen; Xue Wang; Jinyang Gao; Bolin Ding; Jiancan Wu; Xiangnan He; Xiang Wang | ICML 2025 poster | https://openreview.net/forum?id=ncTwQagrj8 | icml2025.csv |
2,025 | ICML | Learning Robust Neural Processes with Risk-Averse Stochastic Optimization | Huafeng Liu; Yiran Fu; Liping Jing; Hui Li; Shuyang Lin; Jingyue Shi; Deqiang Ouyang; Jian Yu | ICML 2025 poster | https://openreview.net/forum?id=HZdK1aj22X | icml2025.csv |
2,025 | ICML | PertEval-scFM: Benchmarking Single-Cell Foundation Models for Perturbation Effect Prediction | Aaron Wenteler; Martina Occhetta; Nikhil Branson; Victor Curean; Magdalena Huebner; William Dee; William Connell; Siu Pui Chung; Alex Hawkins-Hooker; Yasha Ektefaie; César Miguel Valdez Córdova; Amaya Gallagher-Syed | ICML 2025 poster | https://openreview.net/forum?id=t04D9bkKUq | icml2025.csv |
2,025 | ICML | ResQ: Mixed-Precision Quantization of Large Language Models with Low-Rank Residuals | Utkarsh Saxena; Sayeh Sharify; Kaushik Roy; Xin Wang | ICML 2025 spotlightposter | https://openreview.net/forum?id=4qIP1sXcR1 | icml2025.csv |
2,025 | ICML | Vintix: Action Model via In-Context Reinforcement Learning | Andrei Polubarov; Lyubaykin Nikita; Alexander Derevyagin; Ilya Zisman; Denis Tarasov; Alexander Nikulin; Vladislav Kurenkov | ICML 2025 poster | https://openreview.net/forum?id=gi9MOXNfw2 | icml2025.csv |
2,025 | ICML | MetricEmbedding: Accelerate Metric Nearness by Tropical Inner Product | Muyang Cao; Jiajun Yu; Xin Du; Gang Pan; Wei Wang | ICML 2025 poster | https://openreview.net/forum?id=BuTbVl9abf | icml2025.csv |
2,025 | ICML | Unified Breakdown Analysis for Byzantine Robust Gossip | Renaud Gaucher; Aymeric Dieuleveut; Hadrien Hendrikx | ICML 2025 poster | https://openreview.net/forum?id=OOYPeymDz2 | icml2025.csv |
2,025 | ICML | Addressing Misspecification in Simulation-based Inference through Data-driven Calibration | Antoine Wehenkel; Juan L. Gamella; Ozan Sener; Jens Behrmann; Guillermo Sapiro; Joern-Henrik Jacobsen; marco cuturi | ICML 2025 oral | https://openreview.net/forum?id=y3d4Bs2r7r | icml2025.csv |
2,025 | ICML | SkipGPT: Each Token is One of a Kind | Anhao Zhao; Fanghua Ye; Yingqi Fan; Junlong Tong; Jing Xiong; Zhiwei Fei; Hui Su; Xiaoyu Shen | ICML 2025 poster | https://openreview.net/forum?id=d7v2iUSa9s | icml2025.csv |
2,025 | ICML | Reflect-then-Plan: Offline Model-Based Planning through a Doubly Bayesian Lens | Jihwan Jeong; Xiaoyu Wang; Jingmin Wang; Scott Sanner; Pascal Poupart | ICML 2025 poster | https://openreview.net/forum?id=pQYEMwHd6c | icml2025.csv |
2,025 | ICML | GMAIL: Generative Modality Alignment for generated Image Learning | Shentong Mo; Sukmin Yun | ICML 2025 spotlightposter | https://openreview.net/forum?id=u6xeKVHS6K | icml2025.csv |
2,025 | ICML | LEVIS: Large Exact Verifiable Input Spaces for Neural Networks | Mohamad Fares El Hajj Chehade; WENTING LI; Brian Wesley Bell; Russell Bent; Saif R. Kazi; Hao Zhu | ICML 2025 poster | https://openreview.net/forum?id=WFIMSlNS7C | icml2025.csv |
2,025 | ICML | Active feature acquisition via explainability-driven ranking | Osman Berke Guney; Ketan Suhaas Saichandran; Karim Elzokm; Ziming Zhang; Vijaya B Kolachalama | ICML 2025 poster | https://openreview.net/forum?id=J8YRdm39jn | icml2025.csv |
2,025 | ICML | What makes an Ensemble (Un) Interpretable? | Shahaf Bassan; Guy Amir; Meirav Zehavi; Guy Katz | ICML 2025 poster | https://openreview.net/forum?id=kR5ZAP7F9b | icml2025.csv |
2,025 | ICML | Theoretical Performance Guarantees for Partial Domain Adaptation via Partial Optimal Transport | Jayadev Naram; Fredrik Hellström; Ziming Wang; Rebecka Jörnsten; Giuseppe Durisi | ICML 2025 poster | https://openreview.net/forum?id=YF17x9e3J2 | icml2025.csv |
2,025 | ICML | The Perils of Optimizing Learned Reward Functions: Low Training Error Does Not Guarantee Low Regret | Lukas Fluri; Leon Lang; Alessandro Abate; Patrick Forré; David Krueger; Joar Max Viktor Skalse | ICML 2025 poster | https://openreview.net/forum?id=SkYBAXPUBw | icml2025.csv |
2,025 | ICML | Volume Optimality in Conformal Prediction with Structured Prediction Sets | Chao Gao; Liren Shan; Vaidehi Srinivas; Aravindan Vijayaraghavan | ICML 2025 poster | https://openreview.net/forum?id=oNDhnGrD51 | icml2025.csv |
2,025 | ICML | System-Aware Unlearning Algorithms: Use Lesser, Forget Faster | Linda Lu; Ayush Sekhari; Karthik Sridharan | ICML 2025 poster | https://openreview.net/forum?id=DnuuFjCsDo | icml2025.csv |
2,025 | ICML | Iterative Vectors: In-Context Gradient Steering without Backpropagation | Yiting Liu; Zhi-Hong Deng | ICML 2025 poster | https://openreview.net/forum?id=1v3XEcRMyP | icml2025.csv |
2,025 | ICML | Stochastic Encodings for Active Feature Acquisition | Alexander Luke Ian Norcliffe; Changhee Lee; Fergus Imrie; Mihaela van der Schaar; Pietro Lio | ICML 2025 poster | https://openreview.net/forum?id=MjVmVakGdx | icml2025.csv |
2,025 | ICML | From Logits to Hierarchies: Hierarchical Clustering made Simple | Emanuele Palumbo; Moritz Vandenhirtz; Alain Ryser; Imant Daunhawer; Julia E Vogt | ICML 2025 poster | https://openreview.net/forum?id=t0x2VnBskT | icml2025.csv |
2,025 | ICML | Aligning Multimodal Representations through an Information Bottleneck | Antonio Almudévar; José Miguel Hernández-Lobato; Sameer Khurana; Ricard Marxer; Alfonso Ortega | ICML 2025 poster | https://openreview.net/forum?id=zltxOTEtfm | icml2025.csv |
2,025 | ICML | Metadata Conditioning Accelerates Language Model Pre-training | Tianyu Gao; Alexander Wettig; Luxi He; Yihe Dong; Sadhika Malladi; Danqi Chen | ICML 2025 poster | https://openreview.net/forum?id=DdMMzlI5YE | icml2025.csv |
2,025 | ICML | Online Sparsification of Bipartite-Like Clusters in Graphs | Joyentanuj Das; Suranjan De; He Sun | ICML 2025 poster | https://openreview.net/forum?id=j68NJfjMVH | icml2025.csv |
2,025 | ICML | Clients Collaborate: Flexible Differentially Private Federated Learning with Guaranteed Improvement of Utility-Privacy Trade-off | Yuecheng Li; Lele Fu; Tong Wang; Jian Lou; Bin Chen; Lei Yang; Jian Shen; Zibin Zheng; Chuan Chen | ICML 2025 poster | https://openreview.net/forum?id=C7dmhyTDrx | icml2025.csv |
2,025 | ICML | The Devil Is in the Details: Tackling Unimodal Spurious Correlations for Generalizable Multimodal Reward Models | Zichao Li; Xueru Wen; Jie Lou; Yuqiu Ji; Yaojie Lu; Xianpei Han; Debing Zhang; Le Sun | ICML 2025 poster | https://openreview.net/forum?id=b0qRSUcQP7 | icml2025.csv |
2,025 | ICML | Upcycling Text-to-Image Diffusion Models for Multi-Task Capabilities | Ruchika Chavhan; Abhinav Mehrotra; Malcolm Chadwick; Alberto Gil Couto Pimentel Ramos; Luca Morreale; Mehdi Noroozi; Sourav Bhattacharya | ICML 2025 poster | https://openreview.net/forum?id=GfWucMJt1S | icml2025.csv |
2,025 | ICML | Flopping for FLOPs: Leveraging Equivariance for Computational Efficiency | Georg Bökman; David Nordström; Fredrik Kahl | ICML 2025 spotlightposter | https://openreview.net/forum?id=DzLP43CbiX | icml2025.csv |
2,025 | ICML | Provably Cost-Sensitive Adversarial Defense via Randomized Smoothing | Yuan Xin; Dingfan Chen; Michael Backes; Xiao Zhang | ICML 2025 poster | https://openreview.net/forum?id=D7qKAO34tp | icml2025.csv |
2,025 | ICML | Protein Structure Tokenization: Benchmarking and New Recipe | Xinyu Yuan; Zichen Wang; Marcus D. Collins; Huzefa Rangwala | ICML 2025 poster | https://openreview.net/forum?id=o4ANDWaomX | icml2025.csv |
2,025 | ICML | LAuReL: Learned Augmented Residual Layer | Gaurav Menghani; Ravi Kumar; Sanjiv Kumar | ICML 2025 poster | https://openreview.net/forum?id=rUDRWP9WvZ | icml2025.csv |
2,025 | ICML | Towards Theoretical Understanding of Sequential Decision Making with Preference Feedback | Simone Drago; Marco Mussi; Alberto Maria Metelli | ICML 2025 poster | https://openreview.net/forum?id=SqnViOBHP0 | icml2025.csv |
2,025 | ICML | Square$\chi$PO: Differentially Private and Robust $\chi^2$-Preference Optimization in Offline Direct Alignment | Xingyu Zhou; Yulian Wu; Wenqian Weng; Francesco Orabona | ICML 2025 poster | https://openreview.net/forum?id=eWQQPtfJjV | icml2025.csv |
2,025 | ICML | The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models Via Visual Information Steering | Zhuowei Li; Haizhou Shi; Yunhe Gao; Di Liu; Zhenting Wang; Yuxiao Chen; Ting Liu; Long Zhao; Hao Wang; Dimitris N. Metaxas | ICML 2025 poster | https://openreview.net/forum?id=7BKcLeHQsm | icml2025.csv |
2,025 | ICML | MathConstruct: Challenging LLM Reasoning with Constructive Proofs | Mislav Balunovic; Jasper Dekoninck; Nikola Jovanović; Ivo Petrov; Martin Vechev | ICML 2025 poster | https://openreview.net/forum?id=focYle7CfD | icml2025.csv |
2,025 | ICML | The Geometry of Refusal in Large Language Models: Concept Cones and Representational Independence | Tom Wollschläger; Jannes Elstner; Simon Geisler; Vincent Cohen-Addad; Stephan Günnemann; Johannes Gasteiger | ICML 2025 poster | https://openreview.net/forum?id=80IwJqlXs8 | icml2025.csv |
2,025 | ICML | Guarantees of a Preconditioned Subgradient Algorithm for Overparameterized Asymmetric Low-rank Matrix Recovery | Paris Giampouras; HanQin Cai; Rene Vidal | ICML 2025 poster | https://openreview.net/forum?id=GaCo82yC7z | icml2025.csv |
2,025 | ICML | MONA: Myopic Optimization with Non-myopic Approval Can Mitigate Multi-step Reward Hacking | Sebastian Farquhar; Vikrant Varma; David Lindner; David Elson; Caleb Biddulph; Ian Goodfellow; Rohin Shah | ICML 2025 poster | https://openreview.net/forum?id=fyi34BxCwq | icml2025.csv |
2,025 | ICML | Fast and Provable Algorithms for Sparse PCA with Improved Sample Complexity | Jian-Feng Cai; Zhuozhi XIAN; Jiaxi Ying | ICML 2025 poster | https://openreview.net/forum?id=p7IdHkKMiJ | icml2025.csv |
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