year int64 | conference string | title string | authors string | venue_or_track string | url string | source_file string |
|---|---|---|---|---|---|---|
2,025 | ICML | When, Where and Why to Average Weights? | Niccolò Ajroldi; Antonio Orvieto; Jonas Geiping | ICML 2025 poster | https://openreview.net/forum?id=JN8O01IZYR | icml2025.csv |
2,025 | ICML | Understanding Input Selectivity in Mamba: Impact on Approximation Power, Memorization, and Associative Recall Capacity | Ningyuan Teresa Huang; Miguel Sarabia; Abhinav Moudgil; Pau Rodriguez; Luca Zappella; Federico Danieli | ICML 2025 poster | https://openreview.net/forum?id=rnMH9njZxb | icml2025.csv |
2,025 | ICML | Progressive Tempering Sampler with Diffusion | Severi Rissanen; RuiKang OuYang; Jiajun He; Wenlin Chen; Markus Heinonen; Arno Solin; José Miguel Hernández-Lobato | ICML 2025 poster | https://openreview.net/forum?id=uBMnbCBEtZ | icml2025.csv |
2,025 | ICML | Provable Maximum Entropy Manifold Exploration via Diffusion Models | Riccardo De Santi; Marin Vlastelica; Ya-Ping Hsieh; Zebang Shen; Niao He; Andreas Krause | ICML 2025 poster | https://openreview.net/forum?id=DoaqUv7YQy | icml2025.csv |
2,025 | ICML | A Sample Efficient Conditional Independence Test in the Presence of Discretization | Boyang Sun; Yu Yao; Xinshuai Dong; Zongfang Liu; Tongliang Liu; Yumou Qiu; Kun Zhang | ICML 2025 poster | https://openreview.net/forum?id=rQK6IWHdzA | icml2025.csv |
2,025 | ICML | InfoSAM: Fine-Tuning the Segment Anything Model from An Information-Theoretic Perspective | yuanhong zhang; Muyao Yuan; Weizhan Zhang; Tieliang Gong; Wen Wen; Jiangyong Ying; Weijie Shi | ICML 2025 spotlightposter | https://openreview.net/forum?id=VpBBw1bL47 | icml2025.csv |
2,025 | ICML | Schwarz–Schur Involution: Lightspeed Differentiable Sparse Linear Solvers | Yu Wang; Mazdak Abulnaga; Yaël Balbastre; Bruce Fischl | ICML 2025 poster | https://openreview.net/forum?id=RKbanvzycr | icml2025.csv |
2,025 | ICML | Mastering Massive Multi-Task Reinforcement Learning via Mixture-of-Expert Decision Transformer | Yilun Kong; Guozheng Ma; Qi Zhao; Haoyu Wang; Li Shen; Xueqian Wang; Dacheng Tao | ICML 2025 poster | https://openreview.net/forum?id=qUcUyqP1UA | icml2025.csv |
2,025 | ICML | MITIGATING OVER-EXPLORATION IN LATENT SPACE OPTIMIZATION USING LES | Omer Ronen; Ahmed Imtiaz Humayun; Richard Baraniuk; Randall Balestriero; Bin Yu | ICML 2025 poster | https://openreview.net/forum?id=0jm6gkAuYH | icml2025.csv |
2,025 | ICML | Online Linear Classification with Massart Noise | Ilias Diakonikolas; Vasilis Kontonis; Christos Tzamos; Nikos Zarifis | ICML 2025 poster | https://openreview.net/forum?id=VFM6BcxCd2 | icml2025.csv |
2,025 | ICML | A New Approach to Backtracking Counterfactual Explanations: A Unified Causal Framework for Efficient Model Interpretability | Pouria Fatemi; Ehsan Sharifian; Mohammad Hossein Yassaee | ICML 2025 poster | https://openreview.net/forum?id=7DVmEc7c1u | icml2025.csv |
2,025 | ICML | ABNet: Adaptive explicit-Barrier Net for Safe and Scalable Robot Learning | Wei Xiao; Tsun-Hsuan Wang; Chuang Gan; Daniela Rus | ICML 2025 poster | https://openreview.net/forum?id=ymlwqfxuUc | icml2025.csv |
2,025 | ICML | LIVS: A Pluralistic Alignment Dataset for Inclusive Public Spaces | Rashid Mushkani; Shravan Nayak; Hugo Berard; Allison Cohen; Shin Koseki; Hadrien Bertrand | ICML 2025 poster | https://openreview.net/forum?id=Spoe53kbj9 | icml2025.csv |
2,025 | ICML | Decision Making under the Exponential Family: Distributionally Robust Optimisation with Bayesian Ambiguity Sets | Charita Dellaporta; Patrick O'Hara; Theodoros Damoulas | ICML 2025 spotlightposter | https://openreview.net/forum?id=r9HlTuCQfr | icml2025.csv |
2,025 | ICML | Bounded Rationality for LLMs: Satisficing Alignment at Inference-Time | Mohamad Fares El Hajj Chehade; Soumya Suvra Ghosal; Souradip Chakraborty; Avinash Reddy; Dinesh Manocha; Hao Zhu; Amrit Singh Bedi | ICML 2025 poster | https://openreview.net/forum?id=cEhLObwvvu | icml2025.csv |
2,025 | ICML | LDMol: A Text-to-Molecule Diffusion Model with Structurally Informative Latent Space Surpasses AR Models | Jinho Chang; Jong Chul Ye | ICML 2025 poster | https://openreview.net/forum?id=l6mkb1LBVP | icml2025.csv |
2,025 | ICML | MM-RLHF: The Next Step Forward in Multimodal LLM Alignment | YiFan Zhang; Tao Yu; Haochen Tian; Chaoyou Fu; Peiyan Li; Jianshu Zeng; Wulin Xie; Yang Shi; Huanyu Zhang; Junkang Wu; Xue Wang; Yibo Hu; Bin Wen; Tingting Gao; Zhang Zhang; Fan Yang; Di ZHANG; Liang Wang; Rong Jin | ICML 2025 poster | https://openreview.net/forum?id=ULJ4gJJYFp | icml2025.csv |
2,025 | ICML | Adapting to Evolving Adversaries with Regularized Continual Robust Training | Sihui Dai; Christian Cianfarani; Vikash Sehwag; Prateek Mittal; Arjun Bhagoji | ICML 2025 poster | https://openreview.net/forum?id=RUip3cD66H | icml2025.csv |
2,025 | ICML | AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting | Abdelhakim Benechehab; Vasilii Feofanov; Giuseppe Paolo; Albert Thomas; Maurizio Filippone; Balázs Kégl | ICML 2025 poster | https://openreview.net/forum?id=yeICCRy3lE | icml2025.csv |
2,025 | ICML | A Unified Framework for Entropy Search and Expected Improvement in Bayesian Optimization | Nuojin Cheng; Leonard Papenmeier; Stephen Becker; Luigi Nardi | ICML 2025 oral | https://openreview.net/forum?id=LbJQYNSH41 | icml2025.csv |
2,025 | ICML | Causal Logistic Bandits with Counterfactual Fairness Constraints | Jiajun Chen; Jin Tian; Christopher John Quinn | ICML 2025 poster | https://openreview.net/forum?id=1N4Y0Yj8th | icml2025.csv |
2,025 | ICML | On the Dynamic Regret of Following the Regularized Leader: Optimism with History Pruning | Naram Mhaisen; George Iosifidis | ICML 2025 poster | https://openreview.net/forum?id=bikq2MsV0C | icml2025.csv |
2,025 | ICML | DEALing with Image Reconstruction: Deep Attentive Least Squares | Mehrsa Pourya; Erich Kobler; Michael Unser; Sebastian Neumayer | ICML 2025 poster | https://openreview.net/forum?id=mMasOShOVt | icml2025.csv |
2,025 | ICML | Cover learning for large-scale topology representation | Luis Scoccola; Uzu Lim; Heather A. Harrington | ICML 2025 poster | https://openreview.net/forum?id=fgxobShivL | icml2025.csv |
2,025 | ICML | Hyperspherical Normalization for Scalable Deep Reinforcement Learning | Hojoon Lee; Youngdo Lee; Takuma Seno; Donghu Kim; Peter Stone; Jaegul Choo | ICML 2025 spotlightposter | https://openreview.net/forum?id=kfYxyvCYQ4 | icml2025.csv |
2,025 | ICML | AutoAL: Automated Active Learning with Differentiable Query Strategy Search | Yifeng Wang; Xueying Zhan; Siyu Huang | ICML 2025 poster | https://openreview.net/forum?id=TkUxFAbpfQ | icml2025.csv |
2,025 | ICML | Privacy-Preserving Federated Convex Optimization: Balancing Partial-Participation and Efficiency via Noise Cancellation | Roie Reshef; Kfir Yehuda Levy | ICML 2025 poster | https://openreview.net/forum?id=ULZHqJU4ZC | icml2025.csv |
2,025 | ICML | Chameleon: A Flexible Data-mixing Framework for Language Model Pretraining and Finetuning | Wanyun Xie; Francesco Tonin; Volkan Cevher | ICML 2025 poster | https://openreview.net/forum?id=mDxarRaTY9 | icml2025.csv |
2,025 | ICML | Pixel-level Certified Explanations via Randomized Smoothing | Alaa Anani; Tobias Lorenz; Mario Fritz; Bernt Schiele | ICML 2025 poster | https://openreview.net/forum?id=NngoETL9IK | icml2025.csv |
2,025 | ICML | Optimal Auction Design in the Joint Advertising | Yang Li; Yuchao Ma; Qi Qi | ICML 2025 poster | https://openreview.net/forum?id=1WfWvpiEPE | icml2025.csv |
2,025 | ICML | Robust Multimodal Large Language Models Against Modality Conflict | Zongmeng Zhang; Wengang Zhou; Jie Zhao; Houqiang Li | ICML 2025 poster | https://openreview.net/forum?id=SP43jVv7fJ | icml2025.csv |
2,025 | ICML | Can Large Language Models Understand Intermediate Representations in Compilers? | Hailong Jiang; Jianfeng Zhu; Yao Wan; Bo Fang; Hongyu Zhang; Ruoming Jin; Qiang Guan | ICML 2025 poster | https://openreview.net/forum?id=zDieh7VWfN | icml2025.csv |
2,025 | ICML | On the Duality between Gradient Transformations and Adapters | Lucas Torroba Hennigen; Hunter Lang; Han Guo; Yoon Kim | ICML 2025 poster | https://openreview.net/forum?id=pWrqgY7rB1 | icml2025.csv |
2,025 | ICML | Scalable Approximation Algorithms for $p$-Wasserstein Distance and Its Variants | Nathaniel Lahn; Sharath Raghvendra; Emma Saarinen; Pouyan Shirzadian | ICML 2025 poster | https://openreview.net/forum?id=5YXzrcchMu | icml2025.csv |
2,025 | ICML | Score-of-Mixture Training: One-Step Generative Model Training Made Simple via Score Estimation of Mixture Distributions | Tejas Jayashankar; Jongha Jon Ryu; Gregory W. Wornell | ICML 2025 spotlightposter | https://openreview.net/forum?id=zk5k2NQcEA | icml2025.csv |
2,025 | ICML | Fairness Overfitting in Machine Learning: An Information-Theoretic Perspective | Firas Laakom; Haobo Chen; Jürgen Schmidhuber; Yuheng Bu | ICML 2025 poster | https://openreview.net/forum?id=saBXnGIDSj | icml2025.csv |
2,025 | ICML | The Relationship Between No-Regret Learning and Online Conformal Prediction | Ramya Ramalingam; Shayan Kiyani; Aaron Roth | ICML 2025 poster | https://openreview.net/forum?id=JAcOYCqNo9 | icml2025.csv |
2,025 | ICML | A Closer Look at Transformers for Time Series Forecasting: Understanding Why They Work and Where They Struggle | Yu Chen; Nathalia Céspedes; Payam Barnaghi | ICML 2025 poster | https://openreview.net/forum?id=kHEVCfES4Q | icml2025.csv |
2,025 | ICML | Learning Adversarial MDPs with Stochastic Hard Constraints | Francesco Emanuele Stradi; Matteo Castiglioni; Alberto Marchesi; Nicola Gatti | ICML 2025 poster | https://openreview.net/forum?id=s0AwKb1dAW | icml2025.csv |
2,025 | ICML | Tree-Sliced Wasserstein Distance: A Geometric Perspective | Hoang V. Tran; Huyen Trang Pham; Tho Tran Huu; Minh-Khoi Nguyen-Nhat; Thanh Chu; Tam Le; Tan Minh Nguyen | ICML 2025 poster | https://openreview.net/forum?id=StaRAs9n49 | icml2025.csv |
2,025 | ICML | Strategic Planning: A Top-Down Approach to Option Generation | Max Ruiz Luyten; Antonin Berthon; Mihaela van der Schaar | ICML 2025 poster | https://openreview.net/forum?id=xkgQWEj9F2 | icml2025.csv |
2,025 | ICML | Measuring Variable Importance in Heterogeneous Treatment Effects with Confidence | Joseph Paillard; Angel David REYERO LOBO; Vitaliy Kolodyazhniy; Bertrand Thirion; Denis-Alexander Engemann | ICML 2025 poster | https://openreview.net/forum?id=HlRUGC5ork | icml2025.csv |
2,025 | ICML | Boosting Multi-Domain Fine-Tuning of Large Language Models through Evolving Interactions between Samples | Xize Liang; Lin Yang; Jie Wang; Yiyang Lu; Runyu Wu; Hanzhu Chen; Jianye HAO | ICML 2025 poster | https://openreview.net/forum?id=Si0HHbjBfU | icml2025.csv |
2,025 | ICML | SENSEI: Semantic Exploration Guided by Foundation Models to Learn Versatile World Models | Cansu Sancaktar; Christian Gumbsch; Andrii Zadaianchuk; Pavel Kolev; Georg Martius | ICML 2025 poster | https://openreview.net/forum?id=ZDPNmihkMR | icml2025.csv |
2,025 | ICML | Conditional Diffusion Model with Nonlinear Data Transformation for Time Series Forecasting | J Rishi; GVS Mothish; Deepak Subramani | ICML 2025 poster | https://openreview.net/forum?id=kcUNMKqrCg | icml2025.csv |
2,025 | ICML | Long-Short Alignment for Effective Long-Context Modeling in LLMs | Tianqi Du; Haotian Huang; Yifei Wang; Yisen Wang | ICML 2025 poster | https://openreview.net/forum?id=sxL3irchez | icml2025.csv |
2,025 | ICML | QuEST: Stable Training of LLMs with 1-Bit Weights and Activations | Andrei Panferov; Jiale Chen; Soroush Tabesh; Mahdi Nikdan; Dan Alistarh | ICML 2025 poster | https://openreview.net/forum?id=I0Ux2nAN6u | icml2025.csv |
2,025 | ICML | On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains | Xun Xian; Ganghua Wang; Xuan Bi; Rui Zhang; Jayanth Srinivasa; Ashish Kundu; Charles Fleming; Mingyi Hong; Jie Ding | ICML 2025 poster | https://openreview.net/forum?id=SOMDiaGoil | icml2025.csv |
2,025 | ICML | Predicting High-precision Depth on Low-Precision Devices Using 2D Hilbert Curves | Mykhail Uss; Ruslan Yermolenko; Oleksii Shashko; Olena Kolodiazhna; Ivan Safonov; Volodymyr Savin; Yoonjae Yeo; Seowon Ji; Jaeyun Jeong | ICML 2025 poster | https://openreview.net/forum?id=fwQH7M5DRM | icml2025.csv |
2,025 | ICML | Universal Length Generalization with Turing Programs | Kaiying Hou; David Brandfonbrener; Sham M. Kakade; Samy Jelassi; Eran Malach | ICML 2025 poster | https://openreview.net/forum?id=RNSd6G3lcD | icml2025.csv |
2,025 | ICML | KVTuner: Sensitivity-Aware Layer-Wise Mixed-Precision KV Cache Quantization for Efficient and Nearly Lossless LLM Inference | Xing Li; Zeyu XING; Yiming Li; Linping Qu; Hui-Ling Zhen; Yiwu Yao; Wulong Liu; Sinno Jialin Pan; Mingxuan Yuan | ICML 2025 poster | https://openreview.net/forum?id=zDwipF6h06 | icml2025.csv |
2,025 | ICML | Contract Design Under Approximate Best Responses | Francesco Bacchiocchi; Jiarui Gan; Matteo Castiglioni; Alberto Marchesi; Nicola Gatti | ICML 2025 poster | https://openreview.net/forum?id=DYUZ55CqGw | icml2025.csv |
2,025 | ICML | Tree-Sliced Wasserstein Distance with Nonlinear Projection | Thanh Tran; Hoang V. Tran; Thanh Chu; Huyen Trang Pham; Laurent Ghaoui; Tam Le; Tan Minh Nguyen | ICML 2025 poster | https://openreview.net/forum?id=SwXYV7CIw9 | icml2025.csv |
2,025 | ICML | ROPO: Robust Preference Optimization for Large Language Models | Xize Liang; Chao Chen; Shuang Qiu; Jie Wang; Yue Wu; Zhihang Fu; Hanzhu Chen; Feng Wu; Jieping Ye | ICML 2025 poster | https://openreview.net/forum?id=5WEmyTooVV | icml2025.csv |
2,025 | ICML | Propagation of Chaos for Mean-Field Langevin Dynamics and its Application to Model Ensemble | Atsushi Nitanda; Anzelle Lee; Damian Tan Xing Kai; Mizuki Sakaguchi; Taiji Suzuki | ICML 2025 poster | https://openreview.net/forum?id=SjT6JK4KZv | icml2025.csv |
2,025 | ICML | Self-Improving Language Models for Evolutionary Program Synthesis: A Case Study on ARC-AGI | Julien Pourcel; Cédric Colas; Pierre-Yves Oudeyer | ICML 2025 poster | https://openreview.net/forum?id=z4IG090qt2 | icml2025.csv |
2,025 | ICML | A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks | Varshita Kolipaka; Akshit Sinha; Debangan Mishra; Sumit Kumar; Arvindh Arun; Shashwat Goel; Ponnurangam Kumaraguru | ICML 2025 poster | https://openreview.net/forum?id=epDkt44mkq | icml2025.csv |
2,025 | ICML | GoIRL: Graph-Oriented Inverse Reinforcement Learning for Multimodal Trajectory Prediction | Muleilan Pei; Shaoshuai Shi; Lu Zhang; Peiliang Li; Shaojie Shen | ICML 2025 poster | https://openreview.net/forum?id=x9LGowGzZu | icml2025.csv |
2,025 | ICML | Navigating Conflicting Views: Harnessing Trust for Learning | Jueqing Lu; Wray Buntine; Yuanyuan Qi; Joanna Dipnall; Belinda Gabbe; Lan Du | ICML 2025 poster | https://openreview.net/forum?id=uJ3JqtBYWk | icml2025.csv |
2,025 | ICML | Understanding Model Reprogramming for CLIP via Decoupling Visual Prompts | Chengyi Cai; Zesheng Ye; Lei Feng; Jianzhong Qi; Feng Liu | ICML 2025 poster | https://openreview.net/forum?id=Ne5brB1tKN | icml2025.csv |
2,025 | ICML | The Synergy of LLMs & RL Unlocks Offline Learning of Generalizable Language-Conditioned Policies with Low-fidelity Data | Thomas Pouplin; Kasia Kobalczyk; Hao Sun; Mihaela van der Schaar | ICML 2025 spotlightposter | https://openreview.net/forum?id=5hyfZ2jYfI | icml2025.csv |
2,025 | ICML | Feynman-Kac Correctors in Diffusion: Annealing, Guidance, and Product of Experts | Marta Skreta; Tara Akhound-Sadegh; Viktor Ohanesian; Roberto Bondesan; Alan Aspuru-Guzik; Arnaud Doucet; Rob Brekelmans; Alexander Tong; Kirill Neklyudov | ICML 2025 spotlightposter | https://openreview.net/forum?id=Vhc0KrcqWu | icml2025.csv |
2,025 | ICML | Redundancy Undermines the Trustworthiness of Self-Interpretable GNNs | Wenxin Tai; Ting Zhong; Goce Trajcevski; Fan Zhou | ICML 2025 poster | https://openreview.net/forum?id=hFvp9NYfY9 | icml2025.csv |
2,025 | ICML | AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence | Yuliang Liu; Junjie Lu; Chaofeng Qu; Zhaoling Chen; Zefan Cai; Jason Klein Liu; Chonghan Liu; Yunhui Xia; Li Zhao; Jiang Bian; Chuheng Zhang; Wei Shen; Zhouhan Lin | ICML 2025 poster | https://openreview.net/forum?id=ViRFgwVjk0 | icml2025.csv |
2,025 | ICML | Ad-Hoc Human-AI Coordination Challenge | Tin Dizdarević; Ravi Hammond; Tobias Gessler; Anisoara Calinescu; Jonathan Cook; Matteo Gallici; Andrei Lupu; Jakob Nicolaus Foerster | ICML 2025 spotlightposter | https://openreview.net/forum?id=FuGps5Zyia | icml2025.csv |
2,025 | ICML | All-atom Diffusion Transformers: Unified generative modelling of molecules and materials | Chaitanya K. Joshi; Xiang Fu; Yi-Lun Liao; Vahe Gharakhanyan; Benjamin Kurt Miller; Anuroop Sriram; Zachary Ward Ulissi | ICML 2025 poster | https://openreview.net/forum?id=89QPmZjIhv | icml2025.csv |
2,025 | ICML | Concept Reachability in Diffusion Models: Beyond Dataset Constraints | Marta Aparicio Rodriguez; Xenia Miscouridou; Anastasia Borovykh | ICML 2025 poster | https://openreview.net/forum?id=nayOhK5DCg | icml2025.csv |
2,025 | ICML | Causal Attribution Analysis for Continuous Outcomes | Shanshan Luo; Yu yixuan; Chunchen LIU; Feng Xie; Zhi Geng | ICML 2025 spotlightposter | https://openreview.net/forum?id=Lie2rOCgkh | icml2025.csv |
2,025 | ICML | Towards flexible perception with visual memory | Robert Geirhos; Priyank Jaini; Austin Stone; Sourabh Medapati; Xi Yi; George Toderici; Abhijit Ogale; Jonathon Shlens | ICML 2025 poster | https://openreview.net/forum?id=dMYL47aQwb | icml2025.csv |
2,025 | ICML | Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization | Michael S Yao; James Gee; Osbert Bastani | ICML 2025 poster | https://openreview.net/forum?id=nyXXE3EA1b | icml2025.csv |
2,025 | ICML | Modified K-means Algorithm with Local Optimality Guarantees | Mingyi Li; Michael R. Metel; Akiko Takeda | ICML 2025 poster | https://openreview.net/forum?id=v68wPjgEQ8 | icml2025.csv |
2,025 | ICML | From Pixels to Perception: Interpretable Predictions via Instance-wise Grouped Feature Selection | Moritz Vandenhirtz; Julia E Vogt | ICML 2025 poster | https://openreview.net/forum?id=Fa0aFZ9LZi | icml2025.csv |
2,025 | ICML | Signed Laplacians for Constrained Graph Clustering | John Stewart Fabila Carrasco; He Sun | ICML 2025 spotlightposter | https://openreview.net/forum?id=MHaSq1LlTe | icml2025.csv |
2,025 | ICML | Understanding High-Dimensional Bayesian Optimization | Leonard Papenmeier; Matthias Poloczek; Luigi Nardi | ICML 2025 poster | https://openreview.net/forum?id=1d2fpvyKvJ | icml2025.csv |
2,025 | ICML | Federated Causal Structure Learning with Non-identical Variable Sets | Yunxia Wang; Fuyuan CAO; Kui Yu; Jiye Liang | ICML 2025 poster | https://openreview.net/forum?id=QlEx8f3S61 | icml2025.csv |
2,025 | ICML | You Always Recognize Me (YARM): Robust Texture Synthesis Against Multi-View Corruption | Weihang Ran; Wei Yuan; Yinqiang Zheng | ICML 2025 poster | https://openreview.net/forum?id=nLW7e7KjN0 | icml2025.csv |
2,025 | ICML | Conformal Prediction as Bayesian Quadrature | Jake C. Snell; Thomas L. Griffiths | ICML 2025 oral | https://openreview.net/forum?id=PNmkjIzHB7 | icml2025.csv |
2,025 | ICML | LAION-C: An Out-of-Distribution Benchmark for Web-Scale Vision Models | Fanfei Li; Thomas Klein; Wieland Brendel; Robert Geirhos; Roland S. Zimmermann | ICML 2025 poster | https://openreview.net/forum?id=HexoeKd0g2 | icml2025.csv |
2,025 | ICML | Feature Shift Localization Network | Míriam Barrabés; Daniel Mas Montserrat; Kapal Dev; Alexander G. Ioannidis | ICML 2025 poster | https://openreview.net/forum?id=X3tspPU5nF | icml2025.csv |
2,025 | ICML | A Theoretical Study of (Hyper) Self-Attention through the Lens of Interactions: Representation, Training, Generalization | Muhammed Ustaomeroglu; Guannan Qu | ICML 2025 poster | https://openreview.net/forum?id=wQvR1LHboD | icml2025.csv |
2,025 | ICML | PoisonBench: Assessing Language Model Vulnerability to Poisoned Preference Data | Tingchen Fu; Mrinank Sharma; Philip Torr; Shay B Cohen; David Krueger; Fazl Barez | ICML 2025 poster | https://openreview.net/forum?id=21kAulloDG | icml2025.csv |
2,025 | ICML | Extreme Value Policy Optimization for Safe Reinforcement Learning | Shiqing Gao; Yihang Zhou; Shuai Shao; Haoyu Luo; Yiheng Bing; Jiaxin Ding; Luoyi Fu; Xinbing Wang | ICML 2025 poster | https://openreview.net/forum?id=3aC94m0wbF | icml2025.csv |
2,025 | ICML | Surrogate Prompt Learning: Towards Efficient and Diverse Prompt Learning for Vision-Language Models | Liangchen Liu; Nannan Wang; Xi Yang; Xinbo Gao; Tongliang Liu | ICML 2025 poster | https://openreview.net/forum?id=zjG9GRG462 | icml2025.csv |
2,025 | ICML | Noisy SIGNSGD Is More Differentially Private Than You (Might) Think | Richeng Jin; Huaiyu Dai | ICML 2025 poster | https://openreview.net/forum?id=thCqMz1ZXw | icml2025.csv |
2,025 | ICML | CROW: Eliminating Backdoors from Large Language Models via Internal Consistency Regularization | Nay Myat Min; Long H. Pham; Yige Li; Jun Sun | ICML 2025 poster | https://openreview.net/forum?id=ZGtcgeCpWB | icml2025.csv |
2,025 | ICML | Variational Learning of Fractional Posteriors | Kian Ming A. Chai; Edwin V. Bonilla | ICML 2025 poster | https://openreview.net/forum?id=JRBctqPV8U | icml2025.csv |
2,025 | ICML | BackSlash: Rate Constrained Optimized Training of Large Language Models | Jun Wu; Jiangtao Wen; Yuxing Han | ICML 2025 poster | https://openreview.net/forum?id=MR9VQLWUFI | icml2025.csv |
2,025 | ICML | High-Fidelity Simultaneous Speech-To-Speech Translation | Tom Labiausse; Laurent Mazaré; Edouard Grave; Alexandre Défossez; Neil Zeghidour | ICML 2025 poster | https://openreview.net/forum?id=fgjN8B6xVX | icml2025.csv |
2,025 | ICML | Decoupled SGDA for Games with Intermittent Strategy Communication | Ali Zindari; Parham Yazdkhasti; Anton Rodomanov; Tatjana Chavdarova; Sebastian U Stich | ICML 2025 poster | https://openreview.net/forum?id=ZYkFTSEZ6k | icml2025.csv |
2,025 | ICML | ML$^2$-GCL: Manifold Learning Inspired Lightweight Graph Contrastive Learning | Jianqing Liang; Zhiqiang Li; Xinkai Wei; Yuan Liu; Zhiqiang Wang | ICML 2025 poster | https://openreview.net/forum?id=irY40jSwCH | icml2025.csv |
2,025 | ICML | A Sharper Global Convergence Analysis for Average Reward Reinforcement Learning via an Actor-Critic Approach | Swetha Ganesh; Washim Uddin Mondal; Vaneet Aggarwal | ICML 2025 poster | https://openreview.net/forum?id=stfnyxnhAm | icml2025.csv |
2,025 | ICML | Universal Approximation Theorem of Deep Q-Networks | Qian Qi | ICML 2025 poster | https://openreview.net/forum?id=EgfsB1aWaw | icml2025.csv |
2,025 | ICML | Stability and Generalization Capability of Subgraph Reasoning Models for Inductive Knowledge Graph Completion | Minsung Hwang; Jaejun Lee; Joyce Jiyoung Whang | ICML 2025 poster | https://openreview.net/forum?id=NE6Px91RkQ | icml2025.csv |
2,025 | ICML | Enhancing Ligand Validity and Affinity in Structure-Based Drug Design with Multi-Reward Optimization | Seungbeom Lee; Munsun Jo; Jungseul Ok; Dongwoo Kim | ICML 2025 poster | https://openreview.net/forum?id=gmFeso9sXJ | icml2025.csv |
2,025 | ICML | Fixing the Double Penalty in Data-Driven Weather Forecasting Through a Modified Spherical Harmonic Loss Function | Christopher Subich; Syed Zahid Husain; Leo Separovic; Jing Yang | ICML 2025 poster | https://openreview.net/forum?id=YNh77OLRid | icml2025.csv |
2,025 | ICML | Robust Offline Reinforcement Learning with Linearly Structured $f$-Divergence Regularization | Cheng Tang; Zhishuai Liu; Pan Xu | ICML 2025 poster | https://openreview.net/forum?id=FzulAfAJxE | icml2025.csv |
2,025 | ICML | Policy Optimization for CMDPs with Bandit Feedback: Learning Stochastic and Adversarial Constraints | Francesco Emanuele Stradi; Anna Lunghi; Matteo Castiglioni; Alberto Marchesi; Nicola Gatti | ICML 2025 poster | https://openreview.net/forum?id=sncnyt4CzJ | icml2025.csv |
2,025 | ICML | Beyond Low-rank Decomposition: A Shortcut Approach for Efficient On-Device Learning | Le-Trung Nguyen; Aël Quélennec; Van-Tam Nguyen; Enzo Tartaglione | ICML 2025 poster | https://openreview.net/forum?id=YWUYqN2laV | icml2025.csv |
2,025 | ICML | Transfer Q-Learning with Composite MDP Structures | Jinhang Chai; Elynn Chen; Lin Yang | ICML 2025 poster | https://openreview.net/forum?id=DYuTV3ESCQ | icml2025.csv |
2,025 | ICML | Implicit degree bias in the link prediction task | Rachith Aiyappa; Xin Wang; Munjung Kim; Ozgur Can Seckin; Yong-Yeol Ahn; Sadamori Kojaku | ICML 2025 poster | https://openreview.net/forum?id=gJ7cU9cdZB | icml2025.csv |
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