year int64 | conference string | title string | authors string | venue_or_track string | url string | source_file string |
|---|---|---|---|---|---|---|
2,025 | ICML | The Diffusion Duality | Subham Sekhar Sahoo; Justin Deschenaux; Aaron Gokaslan; Guanghan Wang; Justin T Chiu; Volodymyr Kuleshov | ICML 2025 poster | https://openreview.net/forum?id=9P9Y8FOSOk | icml2025.csv |
2,025 | ICML | Active Learning of Deep Neural Networks via Gradient-Free Cutting Planes | Erica Zhang; Fangzhao Zhang; Mert Pilanci | ICML 2025 poster | https://openreview.net/forum?id=vZhdXRnfPU | icml2025.csv |
2,025 | ICML | Eliciting Language Model Behaviors with Investigator Agents | Xiang Lisa Li; Neil Chowdhury; Daniel D. Johnson; Tatsunori Hashimoto; Percy Liang; Sarah Schwettmann; Jacob Steinhardt | ICML 2025 poster | https://openreview.net/forum?id=AulTigiaMv | icml2025.csv |
2,025 | ICML | Eigenspectrum Analysis of Neural Networks without Aspect Ratio Bias | Yuanzhe Hu; Kinshuk Goel; Vlad Killiakov; Yaoqing Yang | ICML 2025 poster | https://openreview.net/forum?id=7ywj1B3DuO | icml2025.csv |
2,025 | ICML | A Machine Learning Approach to Duality in Statistical Physics | Prateek Gupta; Andrea E. V. Ferrari; Nabil Iqbal | ICML 2025 poster | https://openreview.net/forum?id=bWeLpOgqGp | icml2025.csv |
2,025 | ICML | Resolving Lexical Bias in Model Editing | Hammad Rizwan; Domenic Rosati; Ga Wu; Hassan Sajjad | ICML 2025 poster | https://openreview.net/forum?id=aPm6SfcMWQ | icml2025.csv |
2,025 | ICML | PASS: Private Attributes Protection with Stochastic Data Substitution | Yizhuo Chen; Chun-Fu Chen; Hsiang Hsu; Shaohan Hu; Tarek F. Abdelzaher | ICML 2025 spotlightposter | https://openreview.net/forum?id=Yv416IYTFp | icml2025.csv |
2,025 | ICML | Expected Variational Inequalities | Brian Hu Zhang; Ioannis Anagnostides; Emanuel Tewolde; Ratip Emin Berker; Gabriele Farina; Vincent Conitzer; Tuomas Sandholm | ICML 2025 oral | https://openreview.net/forum?id=LCbHsdtvOR | icml2025.csv |
2,025 | ICML | Adaptive Elicitation of Latent Information Using Natural Language | Jimmy Wang; Thomas P Zollo; Richard Zemel; Hongseok Namkoong | ICML 2025 poster | https://openreview.net/forum?id=I7N6vtUChM | icml2025.csv |
2,025 | ICML | Randomized Dimensionality Reduction for Euclidean Maximization and Diversity Measures | Jie Gao; Rajesh Jayaram; Benedikt Kolbe; Shay Sapir; Chris Schwiegelshohn; Sandeep Silwal; Erik Waingarten | ICML 2025 poster | https://openreview.net/forum?id=Rcivp36KzO | icml2025.csv |
2,025 | ICML | DIS-CO: Discovering Copyrighted Content in VLMs Training Data | André V. Duarte; Xuandong Zhao; Arlindo L. Oliveira; Lei Li | ICML 2025 poster | https://openreview.net/forum?id=q0P4rrDImq | icml2025.csv |
2,025 | ICML | Improving the Scaling Laws of Synthetic Data with Deliberate Practice | Reyhane Askari-Hemmat; Mohammad Pezeshki; Elvis Dohmatob; Florian Bordes; Pietro Astolfi; Melissa Hall; Jakob Verbeek; Michal Drozdzal; Adriana Romero-Soriano | ICML 2025 oral | https://openreview.net/forum?id=0LZRtvK871 | icml2025.csv |
2,025 | ICML | MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines | Yaolun Zhang; Xiaogeng Liu; Chaowei Xiao | ICML 2025 poster | https://openreview.net/forum?id=vOxaD3hhPt | icml2025.csv |
2,025 | ICML | RULEBREAKERS: Challenging LLMs at the Crossroads between Formal Logic and Human-like Reasoning | Jason Chan; Robert J. Gaizauskas; Zhixue Zhao | ICML 2025 poster | https://openreview.net/forum?id=uqpML2nbIz | icml2025.csv |
2,025 | ICML | Leveraging Online Olympiad-Level Math Problems for LLMs Training and Contamination-Resistant Evaluation | Sadegh Mahdavi; Muchen Li; Kaiwen Liu; Christos Thrampoulidis; Leonid Sigal; Renjie Liao | ICML 2025 poster | https://openreview.net/forum?id=cZi1njoRT6 | icml2025.csv |
2,025 | ICML | CRANE: Reasoning with constrained LLM generation | Debangshu Banerjee; Tarun Suresh; Shubham Ugare; Sasa Misailovic; Gagandeep Singh | ICML 2025 poster | https://openreview.net/forum?id=wKs9fHYxCV | icml2025.csv |
2,025 | ICML | sciLaMA: A Single-Cell Representation Learning Framework to Leverage Prior Knowledge from Large Language Models | Hongru Hu; Shuwen Zhang; Yongin Choi; Venkat S. Malladi; Gerald Quon | ICML 2025 poster | https://openreview.net/forum?id=0m4VsLwj5s | icml2025.csv |
2,025 | ICML | Domain-Adapted Diffusion Model for PROTAC Linker Design Through the Lens of Density Ratio in Chemical Space | Zixing Song; Ziqiao Meng; José Miguel Hernández-Lobato | ICML 2025 poster | https://openreview.net/forum?id=jkyUbkNJyH | icml2025.csv |
2,025 | ICML | Leveraging Predictive Equivalence in Decision Trees | Hayden McTavish; Zachery Boner; Jon Donnelly; Margo Seltzer; Cynthia Rudin | ICML 2025 poster | https://openreview.net/forum?id=CdqBQwFG9i | icml2025.csv |
2,025 | ICML | Flexibility-conditioned protein structure design with flow matching | Vsevolod Viliuga; Leif Seute; Nicolas Wolf; Simon Wagner; Arne Elofsson; Jan Stühmer; Frauke Gräter | ICML 2025 poster | https://openreview.net/forum?id=890gHX7ieS | icml2025.csv |
2,025 | ICML | Local Manifold Approximation and Projection for Manifold-Aware Diffusion Planning | Kyowoon Lee; Jaesik Choi | ICML 2025 poster | https://openreview.net/forum?id=EHG5Iv1mmb | icml2025.csv |
2,025 | ICML | Spatial Reasoning with Denoising Models | Christopher Wewer; Bartlomiej Pogodzinski; Bernt Schiele; Jan Eric Lenssen | ICML 2025 poster | https://openreview.net/forum?id=dWuN4jCQo3 | icml2025.csv |
2,025 | ICML | Upweighting Easy Samples in Fine-Tuning Mitigates Forgetting | Sunny Sanyal; Hayden Prairie; Rudrajit Das; Ali Kavis; Sujay Sanghavi | ICML 2025 spotlightposter | https://openreview.net/forum?id=13HPTmZKbM | icml2025.csv |
2,025 | ICML | TruthFlow: Truthful LLM Generation via Representation Flow Correction | Hanyu Wang; Bochuan Cao; Yuanpu Cao; Jinghui Chen | ICML 2025 poster | https://openreview.net/forum?id=7TDnfx5s14 | icml2025.csv |
2,025 | ICML | Scaling Collapse Reveals Universal Dynamics in Compute-Optimally Trained Neural Networks | Shikai Qiu; Lechao Xiao; Andrew Gordon Wilson; Jeffrey Pennington; Atish Agarwala | ICML 2025 oral | https://openreview.net/forum?id=Fvq9ogLnLN | icml2025.csv |
2,025 | ICML | DCBM: Data-Efficient Visual Concept Bottleneck Models | Katharina Prasse; Patrick Knab; Sascha Marton; Christian Bartelt; Margret Keuper | ICML 2025 poster | https://openreview.net/forum?id=BdO4R6XxUH | icml2025.csv |
2,025 | ICML | SPEX: Scaling Feature Interaction Explanations for LLMs | Justin Singh Kang; Landon Butler; Abhineet Agarwal; Yigit Efe Erginbas; Ramtin Pedarsani; Bin Yu; Kannan Ramchandran | ICML 2025 poster | https://openreview.net/forum?id=pRlKbAwczl | icml2025.csv |
2,025 | ICML | S4S: Solving for a Fast Diffusion Model Solver | Eric Frankel; Sitan Chen; Jerry Li; Pang Wei Koh; Lillian J. Ratliff; Sewoong Oh | ICML 2025 poster | https://openreview.net/forum?id=9OaZCNbV2w | icml2025.csv |
2,025 | ICML | Aggregation of Dependent Expert Distributions in Multimodal Variational Autoencoders | Rogelio A. Mancisidor; Robert Jenssen; Shujian Yu; Michael Kampffmeyer | ICML 2025 poster | https://openreview.net/forum?id=jYmGi1175R | icml2025.csv |
2,025 | ICML | TopInG: Topologically Interpretable Graph Learning via Persistent Rationale Filtration | Cheng Xin; Fan Xu; Xin Ding; Jie Gao; Jiaxin Ding | ICML 2025 poster | https://openreview.net/forum?id=u4LlYWJHUF | icml2025.csv |
2,025 | ICML | Principal-Agent Bandit Games with Self-Interested and Exploratory Learning Agents | Junyan Liu; Lillian J. Ratliff | ICML 2025 poster | https://openreview.net/forum?id=yI24Wy5YaN | icml2025.csv |
2,025 | ICML | Language Models over Canonical Byte-Pair Encodings | Tim Vieira; Tianyu Liu; Clemente Pasti; Yahya Emara; Brian DuSell; Benjamin LeBrun; Mario Giulianelli; Juan Luis Gastaldi; Timothy J. O'Donnell; Ryan Cotterell | ICML 2025 poster | https://openreview.net/forum?id=eCVrfVDNSY | icml2025.csv |
2,025 | ICML | Provable Zero-Shot Generalization in Offline Reinforcement Learning | Zhiyong Wang; Chen Yang; John C.S. Lui; Dongruo Zhou | ICML 2025 poster | https://openreview.net/forum?id=1jx6bgemqg | icml2025.csv |
2,025 | ICML | Not All Wrong is Bad: Using Adversarial Examples for Unlearning | Ali Ebrahimpour-Boroojeny; Hari Sundaram; Varun Chandrasekaran | ICML 2025 spotlightposter | https://openreview.net/forum?id=BkrIQPREkn | icml2025.csv |
2,025 | ICML | Speculative Prefill: Turbocharging TTFT with Lightweight and Training-Free Token Importance Estimation | Jingyu Liu; Beidi Chen; Ce Zhang | ICML 2025 poster | https://openreview.net/forum?id=bzbuZ0ItBq | icml2025.csv |
2,025 | ICML | Improved Learning via k-DTW: A Novel Dissimilarity Measure for Curves | Amer Krivošija; Alexander Munteanu; André Nusser; Chris Schwiegelshohn | ICML 2025 poster | https://openreview.net/forum?id=VCjPjexvpM | icml2025.csv |
2,025 | ICML | Multi-Marginal Stochastic Flow Matching for High-Dimensional Snapshot Data at Irregular Time Points | Justin Lee; Behnaz Moradijamei; Heman Shakeri | ICML 2025 poster | https://openreview.net/forum?id=ZLyb8DwXXE | icml2025.csv |
2,025 | ICML | EEG-Language Pretraining for Highly Label-Efficient Clinical Phenotyping | Sam Gijsen; Kerstin Ritter | ICML 2025 poster | https://openreview.net/forum?id=yaI2ZYFmeD | icml2025.csv |
2,025 | ICML | DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications | Ibrahim Fayad; Max Zimmer; Martin Schwartz; Fabian Gieseke; Philippe CIAIS; Gabriel Belouze; Sarah Brood; Aurélien de Truchis; Alexandre d'Aspremont | ICML 2025 poster | https://openreview.net/forum?id=JXCiQteuOv | icml2025.csv |
2,025 | ICML | AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs | Anselm Paulus; Arman Zharmagambetov; Chuan Guo; Brandon Amos; Yuandong Tian | ICML 2025 poster | https://openreview.net/forum?id=dqcl5SNbc8 | icml2025.csv |
2,025 | ICML | Optimizing Test-Time Compute via Meta Reinforcement Finetuning | Yuxiao Qu; Matthew Y. R. Yang; Amrith Setlur; Lewis Tunstall; Edward Emanuel Beeching; Ruslan Salakhutdinov; Aviral Kumar | ICML 2025 poster | https://openreview.net/forum?id=TqODUDsU4u | icml2025.csv |
2,025 | ICML | Potemkin Understanding in Large Language Models | Marina Mancoridis; Bec Weeks; Keyon Vafa; Sendhil Mullainathan | ICML 2025 poster | https://openreview.net/forum?id=oetxkccLoq | icml2025.csv |
2,025 | ICML | EncryptedLLM: Privacy-Preserving Large Language Model Inference via GPU-Accelerated Fully Homomorphic Encryption | Leo de Castro; Daniel Escudero; Adya Agrawal; Antigoni Polychroniadou; Manuela Veloso | ICML 2025 poster | https://openreview.net/forum?id=PGNff6H1TV | icml2025.csv |
2,025 | ICML | Active Learning for Efficient Discovery of Optimal Combinatorial Perturbations | Jason Qin; Hans-Hermann Wessels; Carlos Fernandez-Granda; Yuhan Hao | ICML 2025 poster | https://openreview.net/forum?id=fGbGF0kl5L | icml2025.csv |
2,025 | ICML | Training Deep Learning Models with Norm-Constrained LMOs | Thomas Pethick; Wanyun Xie; Kimon Antonakopoulos; Zhenyu Zhu; Antonio Silveti-Falls; Volkan Cevher | ICML 2025 spotlightposter | https://openreview.net/forum?id=2Oqm2IzTy9 | icml2025.csv |
2,025 | ICML | Heterogeneous Treatment Effect in Time-to-Event Outcomes: Harnessing Censored Data with Recursively Imputed Trees | Tomer Meir; Uri Shalit; Malka Gorfine | ICML 2025 poster | https://openreview.net/forum?id=OrkMLgWoiG | icml2025.csv |
2,025 | ICML | On Explaining Equivariant Graph Networks via Improved Relevance Propagation | Hongyi Ling; Haiyang Yu; Zhimeng Jiang; Na Zou; Shuiwang Ji | ICML 2025 poster | https://openreview.net/forum?id=G2mAZTpJcz | icml2025.csv |
2,025 | ICML | Cross-environment Cooperation Enables Zero-shot Multi-agent Coordination | Kunal Jha; Wilka Carvalho; Yancheng Liang; Simon Shaolei Du; Max Kleiman-Weiner; Natasha Jaques | ICML 2025 oral | https://openreview.net/forum?id=zBBYsVGKuB | icml2025.csv |
2,025 | ICML | Learning to Plan & Reason for Evaluation with Thinking-LLM-as-a-Judge | Swarnadeep Saha; Xian Li; Marjan Ghazvininejad; Jason E Weston; Tianlu Wang | ICML 2025 poster | https://openreview.net/forum?id=PNRznmmWP7 | icml2025.csv |
2,025 | ICML | Adaptive Sample Sharing for Multi Agent Linear Bandits | Hamza Cherkaoui; Merwan Barlier; Igor Colin | ICML 2025 poster | https://openreview.net/forum?id=qQBzVFwtPN | icml2025.csv |
2,025 | ICML | Geometric Contact Flows: Contactomorphisms for Dynamics and Control | Andrea Testa; Søren Hauberg; Tamim Asfour; Leonel Rozo | ICML 2025 poster | https://openreview.net/forum?id=v2nQ1e78Rc | icml2025.csv |
2,025 | ICML | Regression for the Mean: Auto-Evaluation and Inference with Few Labels through Post-hoc Regression | Benjamin Eyre; David Madras | ICML 2025 poster | https://openreview.net/forum?id=kRKsUOJdp5 | icml2025.csv |
2,025 | ICML | Stochastic Poisson Surface Reconstruction with One Solve using Geometric Gaussian Processes | Sidhanth Holalkere; David Bindel; Silvia Sellán; Alexander Terenin | ICML 2025 poster | https://openreview.net/forum?id=SUX6Wzy9t1 | icml2025.csv |
2,025 | ICML | Communicating Activations Between Language Model Agents | Vignav Ramesh; Kenneth Li | ICML 2025 poster | https://openreview.net/forum?id=W6RPXUUFic | icml2025.csv |
2,025 | ICML | Extracting Rare Dependence Patterns via Adaptive Sample Reweighting | Yiqing Li; Yewei Xia; Xiaofei Wang; Zhengming Chen; Liuhua Peng; Mingming Gong; Kun Zhang | ICML 2025 poster | https://openreview.net/forum?id=iIPAdNq9cq | icml2025.csv |
2,025 | ICML | Online Learning in Risk Sensitive constrained MDP | Arnob Ghosh; Mehrdad Moharrami | ICML 2025 poster | https://openreview.net/forum?id=5s7D7FPuTc | icml2025.csv |
2,025 | ICML | Self-Play $Q$-Learners Can Provably Collude in the Iterated Prisoner's Dilemma | Quentin Bertrand; Juan Agustin Duque; Emilio Calvano; Gauthier Gidel | ICML 2025 poster | https://openreview.net/forum?id=q6zwUeWkZL | icml2025.csv |
2,025 | ICML | Hierarchical Planning for Complex Tasks with Knowledge Graph-RAG and Symbolic Verification | Flavio Petruzzellis; Cristina Cornelio; Pietro Lio | ICML 2025 poster | https://openreview.net/forum?id=vfqdJy12Kk | icml2025.csv |
2,025 | ICML | Layer by Layer: Uncovering Hidden Representations in Language Models | Oscar Skean; Md Rifat Arefin; Dan Zhao; Niket Nikul Patel; Jalal Naghiyev; Yann LeCun; Ravid Shwartz-Ziv | ICML 2025 oral | https://openreview.net/forum?id=WGXb7UdvTX | icml2025.csv |
2,025 | ICML | Diffusion on Language Model Encodings for Protein Sequence Generation | Viacheslav Meshchaninov; Pavel Strashnov; Andrey Shevtsov; Fedor Nikolaev; Nikita Ivanisenko; Olga Kardymon; Dmitry Vetrov | ICML 2025 poster | https://openreview.net/forum?id=xB9eROwBCB | icml2025.csv |
2,025 | ICML | Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization | Xinyu Luo; Site Bai; Bolian Li; Petros Drineas; Ruqi Zhang; Brian Bullins | ICML 2025 poster | https://openreview.net/forum?id=TaqwI9qF5Q | icml2025.csv |
2,025 | ICML | From Language Models over Tokens to Language Models over Characters | Tim Vieira; Benjamin LeBrun; Mario Giulianelli; Juan Luis Gastaldi; Brian DuSell; John Terilla; Timothy J. O'Donnell; Ryan Cotterell | ICML 2025 spotlightposter | https://openreview.net/forum?id=sQS0roNQZR | icml2025.csv |
2,025 | ICML | Verification Learning: Make Unsupervised Neuro-Symbolic System Feasible | Lin-Han Jia; Wen-Chao Hu; Jie-Jing Shao; Lan-Zhe Guo; Yu-Feng Li | ICML 2025 poster | https://openreview.net/forum?id=aAkq9mMviY | icml2025.csv |
2,025 | ICML | Reinforce LLM Reasoning through Multi-Agent Reflection | Yurun Yuan; Tengyang Xie | ICML 2025 poster | https://openreview.net/forum?id=6k3oFS3Lbl | icml2025.csv |
2,025 | ICML | QuEst: Enhancing Estimates of Quantile-Based Distributional Measures Using Model Predictions | Zhun Deng; Thomas P Zollo; Benjamin Eyre; Amogh Inamdar; David Madras; Richard Zemel | ICML 2025 poster | https://openreview.net/forum?id=JwZVPTTEwO | icml2025.csv |
2,025 | ICML | Generalization Analysis for Controllable Learning | Yi-Fan Zhang; Xiao Zhang; Min-Ling Zhang | ICML 2025 poster | https://openreview.net/forum?id=9UN0E5DO5M | icml2025.csv |
2,025 | ICML | Simple Path Structural Encoding for Graph Transformers | Louis Airale; Antonio Longa; Mattia Rigon; Andrea Passerini; Roberto Passerone | ICML 2025 poster | https://openreview.net/forum?id=t3zwUqibMq | icml2025.csv |
2,025 | ICML | Towards characterizing the value of edge embeddings in Graph Neural Networks | Dhruv Rohatgi; Tanya Marwah; Zachary Chase Lipton; Jianfeng Lu; Ankur Moitra; Andrej Risteski | ICML 2025 poster | https://openreview.net/forum?id=AEHtq4xHSU | icml2025.csv |
2,025 | ICML | Designing Cyclic Peptides via Harmonic SDE with Atom-Bond Modeling | Xiangxin Zhou; Mingyu Li; Yi Xiao; Jiahan Li; Dongyu Xue; Zaixiang Zheng; Jianzhu Ma; Quanquan Gu | ICML 2025 poster | https://openreview.net/forum?id=ERu2ZiAnR7 | icml2025.csv |
2,025 | ICML | Benign Samples Matter! Fine-tuning On Outlier Benign Samples Severely Breaks Safety | Zihan Guan; Mengxuan Hu; Ronghang Zhu; Sheng Li; Anil Vullikanti | ICML 2025 spotlightposter | https://openreview.net/forum?id=GFsMJKt9Kp | icml2025.csv |
2,025 | ICML | Sparse Autoencoders for Hypothesis Generation | Rajiv Movva; Kenny Peng; Nikhil Garg; Jon Kleinberg; Emma Pierson | ICML 2025 poster | https://openreview.net/forum?id=4R0pugRyN5 | icml2025.csv |
2,025 | ICML | Implicit Bias of Gradient Descent for Non-Homogeneous Deep Networks | Yuhang Cai; Kangjie Zhou; Jingfeng Wu; Song Mei; Michael Lindsey; Peter Bartlett | ICML 2025 poster | https://openreview.net/forum?id=ruSU7xtH6v | icml2025.csv |
2,025 | ICML | To Each Metric Its Decoding: Post-Hoc Optimal Decision Rules of Probabilistic Hierarchical Classifiers | Roman Plaud; Alexandre Perez-Lebel; Matthieu Labeau; Antoine Saillenfest; Thomas Bonald | ICML 2025 poster | https://openreview.net/forum?id=5zsBvPOIUQ | icml2025.csv |
2,025 | ICML | Polynomial-Time Approximability of Constrained Reinforcement Learning | Jeremy McMahan | ICML 2025 poster | https://openreview.net/forum?id=bcHMa96Dv6 | icml2025.csv |
2,025 | ICML | Self-Improving Transformers Overcome Easy-to-Hard and Length Generalization Challenges | Nayoung Lee; Ziyang Cai; Avi Schwarzschild; Kangwook Lee; Dimitris Papailiopoulos | ICML 2025 poster | https://openreview.net/forum?id=ZtX0MBT6mf | icml2025.csv |
2,025 | ICML | Set Valued Predictions For Robust Domain Generalization | Ron Tsibulsky; Daniel Nevo; Uri Shalit | ICML 2025 poster | https://openreview.net/forum?id=QxZfMpsFn3 | icml2025.csv |
2,025 | ICML | Hidden No More: Attacking and Defending Private Third-Party LLM Inference | Rahul Krishna Thomas; Louai Zahran; Erica Choi; Akilesh Potti; Micah Goldblum; Arka Pal | ICML 2025 poster | https://openreview.net/forum?id=QfD9P9IIoz | icml2025.csv |
2,025 | ICML | Compositional Causal Reasoning Evaluation in Language Models | Jacqueline R. M. A. Maasch; Alihan Hüyük; Xinnuo Xu; Aditya V. Nori; Javier Gonzalez | ICML 2025 poster | https://openreview.net/forum?id=OJ3dQNRnsx | icml2025.csv |
2,025 | ICML | Mahalanobis++: Improving OOD Detection via Feature Normalization | Maximilian Müller; Matthias Hein | ICML 2025 poster | https://openreview.net/forum?id=vutMcZl50l | icml2025.csv |
2,025 | ICML | Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning | Rongzhe Wei; Mufei Li; Mohsen Ghassemi; Eleonora Kreacic; Yifan Li; Xiang Yue; Bo Li; Vamsi K. Potluru; Pan Li; Eli Chien | ICML 2025 poster | https://openreview.net/forum?id=NsU6MKwbis | icml2025.csv |
2,025 | ICML | Selective Preference Aggregation | Shreyas Kadekodi; Hayden McTavish; Berk Ustun | ICML 2025 poster | https://openreview.net/forum?id=S22CMkkQzY | icml2025.csv |
2,025 | ICML | How Transformers Learn Regular Language Recognition: A Theoretical Study on Training Dynamics and Implicit Bias | Ruiquan Huang; Yingbin Liang; Jing Yang | ICML 2025 poster | https://openreview.net/forum?id=yTAR011mOF | icml2025.csv |
2,025 | ICML | A General Representation-Based Approach to Multi-Source Domain Adaptation | Ignavier Ng; Yan Li; Zijian Li; Yujia Zheng; Guangyi Chen; Kun Zhang | ICML 2025 poster | https://openreview.net/forum?id=BuN4FX0iBr | icml2025.csv |
2,025 | ICML | Do We Need to Verify Step by Step? Rethinking Process Supervision from a Theoretical Perspective | Zeyu Jia; Alexander Rakhlin; Tengyang Xie | ICML 2025 poster | https://openreview.net/forum?id=4BfaPHfhJ0 | icml2025.csv |
2,025 | ICML | Generalists vs. Specialists: Evaluating LLMs on Highly-Constrained Biophysical Sequence Optimization Tasks | Angelica Chen; Samuel Don Stanton; Frances Ding; Robert G Alberstein; Andrew Martin Watkins; Richard Bonneau; Vladimir Gligorijevic; Kyunghyun Cho; Nathan C. Frey | ICML 2025 poster | https://openreview.net/forum?id=zFB0ujQ1R5 | icml2025.csv |
2,025 | ICML | Benefits of Early Stopping in Gradient Descent for Overparameterized Logistic Regression | Jingfeng Wu; Peter Bartlett; Matus Telgarsky; Bin Yu | ICML 2025 poster | https://openreview.net/forum?id=lZ4UQ6SzlX | icml2025.csv |
2,025 | ICML | Aligning Spoken Dialogue Models from User Interactions | Anne Wu; Laurent Mazaré; Neil Zeghidour; Alexandre Défossez | ICML 2025 poster | https://openreview.net/forum?id=kxFu9rQ0Mu | icml2025.csv |
2,025 | ICML | Since Faithfulness Fails: The Performance Limits of Neural Causal Discovery | Mateusz Olko; Mateusz Gajewski; Joanna Wojciechowska; Mikołaj Morzy; Piotr Sankowski; Piotr Miłoś | ICML 2025 poster | https://openreview.net/forum?id=2nQyYo71ih | icml2025.csv |
2,025 | ICML | FSL-SAGE: Accelerating Federated Split Learning via Smashed Activation Gradient Estimation | Srijith Nair; Michael Lin; Peizhong Ju; Amirreza Talebi; Elizabeth Serena Bentley; Jia Liu | ICML 2025 poster | https://openreview.net/forum?id=HnwcrtoDd4 | icml2025.csv |
2,025 | ICML | Connecting Thompson Sampling and UCB: Towards More Efficient Trade-offs Between Privacy and Regret | Bingshan Hu; ZHIMING HUANG; Tianyue H. Zhang; Mathias Lécuyer; Nidhi Hegde | ICML 2025 poster | https://openreview.net/forum?id=EJ2CQwMTci | icml2025.csv |
2,025 | ICML | An Architecture Search Framework for Inference-Time Techniques | Jon Saad-Falcon; Adrian Gamarra Lafuente; Shlok Natarajan; Nahum Maru; Hristo Todorov; Etash Kumar Guha; E. Kelly Buchanan; Mayee F Chen; Neel Guha; Christopher Re; Azalia Mirhoseini | ICML 2025 poster | https://openreview.net/forum?id=EGrSMMj37o | icml2025.csv |
2,025 | ICML | Tuning LLM Judge Design Decisions for 1/1000 of the Cost | David Salinas; Omar Swelam; Frank Hutter | ICML 2025 poster | https://openreview.net/forum?id=cve4NOiyVp | icml2025.csv |
2,025 | ICML | Distinguishing Cause from Effect with Causal Velocity Models | Johnny Xi; Hugh Dance; Peter Orbanz; Benjamin Bloem-Reddy | ICML 2025 poster | https://openreview.net/forum?id=gV01DWTFTc | icml2025.csv |
2,025 | ICML | Nearly Optimal Sample Complexity for Learning with Label Proportions | Robert Istvan Busa-Fekete; Travis Dick; Claudio Gentile; Haim Kaplan; Tomer Koren; Uri Stemmer | ICML 2025 poster | https://openreview.net/forum?id=skNzqUi4wk | icml2025.csv |
2,025 | ICML | Limitations of measure-first protocols in quantum machine learning | Casper Gyurik; Riccardo Molteni; Vedran Dunjko | ICML 2025 poster | https://openreview.net/forum?id=l76CyYCctL | icml2025.csv |
2,025 | ICML | Actor-Critics Can Achieve Optimal Sample Efficiency | Kevin Tan; Wei Fan; Yuting Wei | ICML 2025 poster | https://openreview.net/forum?id=1laMy7jPux | icml2025.csv |
2,025 | ICML | Learning Mixtures of Experts with EM: A Mirror Descent Perspective | Quentin Fruytier; Aryan Mokhtari; Sujay Sanghavi | ICML 2025 poster | https://openreview.net/forum?id=wjZcCbTvrU | icml2025.csv |
2,025 | ICML | Direct Motion Models for Assessing Generated Videos | Kelsey R Allen; Carl Doersch; Guangyao Zhou; Mohammed Suhail; Danny Driess; Ignacio Rocco; Yulia Rubanova; Thomas Kipf; Mehdi S. M. Sajjadi; Kevin Patrick Murphy; Joao Carreira; Sjoerd van Steenkiste | ICML 2025 poster | https://openreview.net/forum?id=qpi7NiaCYj | icml2025.csv |
2,025 | ICML | Topology-aware Neural Flux Prediction Guided by Physics | Haoyang Jiang; Jindong Wang; Xingquan Zhu; Yi He | ICML 2025 poster | https://openreview.net/forum?id=8Um2YotdbD | icml2025.csv |
2,025 | ICML | Safety Certificate against Latent Variables with Partially Unidentifiable Dynamics | Haoming Jing; Yorie Nakahira | ICML 2025 poster | https://openreview.net/forum?id=AMB11zS6kg | icml2025.csv |
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