year int64 | conference string | title string | authors string | venue_or_track string | url string | source_file string |
|---|---|---|---|---|---|---|
2,025 | ICML | Mixture of Experts Provably Detect and Learn the Latent Cluster Structure in Gradient-Based Learning | Ryotaro Kawata; Kohsei Matsutani; Yuri Kinoshita; Naoki Nishikawa; Taiji Suzuki | ICML 2025 poster | https://openreview.net/forum?id=2xmOEbpYv1 | icml2025.csv |
2,025 | ICML | ProDiff: Prototype-Guided Diffusion for Minimal Information Trajectory Imputation | Tianci Bu; Le Zhou; Wenchuan Yang; Jianhong Mou; Kang Yang; Suoyi Tan; Feng Yao; Jingyuan Wang; Xin Lu | ICML 2025 poster | https://openreview.net/forum?id=9rG2oAWj0s | icml2025.csv |
2,025 | ICML | Self-Consistency Preference Optimization | Archiki Prasad; Weizhe Yuan; Richard Yuanzhe Pang; Jing Xu; Maryam Fazel-Zarandi; Mohit Bansal; Sainbayar Sukhbaatar; Jason E Weston; Jane Yu | ICML 2025 poster | https://openreview.net/forum?id=94G4eL3RWi | icml2025.csv |
2,025 | ICML | Rethinking the Stability-Plasticity Trade-off in Continual Learning from an Architectural Perspective | Aojun Lu; Hangjie Yuan; Tao Feng; Yanan Sun | ICML 2025 poster | https://openreview.net/forum?id=yO95ALeoGw | icml2025.csv |
2,025 | ICML | TSP: A Two-Sided Smoothed Primal-Dual Method for Nonconvex Bilevel Optimization | Songtao Lu | ICML 2025 poster | https://openreview.net/forum?id=TiEsk0mf7r | icml2025.csv |
2,025 | ICML | Theoretically Unmasking Inference Attacks Against LDP-Protected Clients in Federated Vision Models | Quan Minh Nguyen; Minh N. Vu; Truc Nguyen; My T. Thai | ICML 2025 poster | https://openreview.net/forum?id=R7gCixl2xR | icml2025.csv |
2,025 | ICML | Faster Approximation Algorithms for k-Center via Data Reduction | Arnold Filtser; Shaofeng H.-C. Jiang; Yi Li; Anurag Murty Naredla; Ioannis Psarros; Qiaoyuan Yang; Qin Zhang | ICML 2025 poster | https://openreview.net/forum?id=cwpf8S4f5C | icml2025.csv |
2,025 | ICML | Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation | Jintao Tong; Ran Ma; Yixiong Zou; Guangyao Chen; Yuhua Li; Ruixuan Li | ICML 2025 spotlightposter | https://openreview.net/forum?id=Pokj70ZAxJ | icml2025.csv |
2,025 | ICML | Self-cross Feature based Spiking Neural Networks for Efficient Few-shot Learning | Qi Xu; Junyang Zhu; Dongdong Zhou; Hao Chen; Yang Liu; Jiangrong Shen; Qiang Zhang | ICML 2025 poster | https://openreview.net/forum?id=qE4e9ouzoQ | icml2025.csv |
2,025 | ICML | $\texttt{I$^2$MoE}$: Interpretable Multimodal Interaction-aware Mixture-of-Experts | Jiayi Xin; Sukwon Yun; Jie Peng; Inyoung Choi; Jenna L. Ballard; Tianlong Chen; Qi Long | ICML 2025 poster | https://openreview.net/forum?id=EuJaF5QsMP | icml2025.csv |
2,025 | ICML | Enhancing Decision-Making of Large Language Models via Actor-Critic | Heng Dong; Kefei Duan; Chongjie Zhang | ICML 2025 poster | https://openreview.net/forum?id=J5YGi2LzI7 | icml2025.csv |
2,025 | ICML | Binary Hypothesis Testing for Softmax Models and Leverage Score Models | Yuzhou Gu; Zhao Song; Junze Yin | ICML 2025 poster | https://openreview.net/forum?id=eKXicUVKCs | icml2025.csv |
2,025 | ICML | PatchPilot: A Cost-Efficient Software Engineering Agent with Early Attempts on Formal Verification | Hongwei Li; Yuheng Tang; Shiqi Wang; Wenbo Guo | ICML 2025 poster | https://openreview.net/forum?id=ybODpT8ydV | icml2025.csv |
2,025 | ICML | Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM | Xiong Wang; Yangze Li; Chaoyou Fu; Yike Zhang; Yunhang Shen; Lei Xie; Ke Li; Xing Sun; Long MA | ICML 2025 poster | https://openreview.net/forum?id=s1EImzs5Id | icml2025.csv |
2,025 | ICML | Contextual Linear Bandits with Delay as Payoff | Mengxiao Zhang; Yingfei Wang; Haipeng Luo | ICML 2025 poster | https://openreview.net/forum?id=zL8O4wWQps | icml2025.csv |
2,025 | ICML | Dueling Convex Optimization with General Preferences | Aadirupa Saha; Tomer Koren; Yishay Mansour | ICML 2025 poster | https://openreview.net/forum?id=WMHNs2Necq | icml2025.csv |
2,025 | ICML | TabFSBench: Tabular Benchmark for Feature Shifts in Open Environments | Zi-Jian Cheng; Ziyi Jia; Zhi Zhou; Yu-Feng Li; Lan-Zhe Guo | ICML 2025 poster | https://openreview.net/forum?id=ab8yOxtKWj | icml2025.csv |
2,025 | ICML | MCU: An Evaluation Framework for Open-Ended Game Agents | Xinyue Zheng; Haowei Lin; Kaichen He; Zihao Wang; QIANG FU; Haobo Fu; Zilong Zheng; Yitao Liang | ICML 2025 spotlightposter | https://openreview.net/forum?id=hrdLhNDAzp | icml2025.csv |
2,025 | ICML | A Parameter-Free and Near-Optimal Zeroth-Order Algorithm for Stochastic Convex Optimization | Kunjie Ren; Luo Luo | ICML 2025 poster | https://openreview.net/forum?id=JVouJNs8Vr | icml2025.csv |
2,025 | ICML | Unlocking the Capabilities of Large Vision-Language Models for Generalizable and Explainable Deepfake Detection | Peipeng Yu; Jianwei Fei; Hui Gao; Xuan Feng; Zhihua Xia; Chip Hong Chang | ICML 2025 poster | https://openreview.net/forum?id=vDB2oX3Wl3 | icml2025.csv |
2,025 | ICML | Decision-aware Training of Spatiotemporal Forecasting Models to Select a Top-K Subset of Sites for Intervention | Kyle Heuton; Frederick Muench; Shikhar Shrestha; Thomas J. Stopka; Michael C Hughes | ICML 2025 poster | https://openreview.net/forum?id=8eQKjsVnN3 | icml2025.csv |
2,025 | ICML | Explanatory Instructions: Towards Unified Vision Tasks Understanding and Zero-shot Generalization | Yang Shen; Xiu-Shen Wei; Yifan Sun; YuXin Song; Tao Yuan; Jian Jin; He-Yang Xu; Yazhou Yao; Errui Ding | ICML 2025 poster | https://openreview.net/forum?id=PgjUFjuxH9 | icml2025.csv |
2,025 | ICML | Directed Graph Grammars for Sequence-based Learning | Michael Sun; Orion Foo; Gang Liu; Wojciech Matusik; Jie Chen | ICML 2025 poster | https://openreview.net/forum?id=laUd1q5iWW | icml2025.csv |
2,025 | ICML | MATS: An Audio Language Model under Text-only Supervision | Wen Wang; RuiBing Hou; Hong Chang; Shiguang Shan; Xilin Chen | ICML 2025 poster | https://openreview.net/forum?id=fDzzshfELg | icml2025.csv |
2,025 | ICML | Beyond the Permutation Symmetry of Transformers: The Role of Rotation for Model Fusion | Binchi Zhang; Zaiyi Zheng; Zhengzhang Chen; Jundong Li | ICML 2025 spotlightposter | https://openreview.net/forum?id=wBJIO15pBV | icml2025.csv |
2,025 | ICML | A Generalizable Physics-Enhanced State Space Model for Long-Term Dynamics Forecasting in Complex Environments | Yuchen Wang; Hongjue Zhao; Haohong Lin; Enze Xu; Lifang He; Huajie Shao | ICML 2025 poster | https://openreview.net/forum?id=9NrUIaH1sx | icml2025.csv |
2,025 | ICML | Uncertainty-Based Extensible Codebook for Discrete Federated Learning in Heterogeneous Data Silos | Tianyi Zhang; Yu Cao; Dianbo Liu | ICML 2025 poster | https://openreview.net/forum?id=EU5lci90fF | icml2025.csv |
2,025 | ICML | Information Bottleneck-guided MLPs for Robust Spatial-temporal Forecasting | Min Chen; Guansong Pang; Wenjun Wang; Cheng Yan | ICML 2025 poster | https://openreview.net/forum?id=pqSLcEbk5X | icml2025.csv |
2,025 | ICML | The Sharpness Disparity Principle in Transformers for Accelerating Language Model Pre-Training | Jinbo Wang; Mingze Wang; Zhanpeng Zhou; Junchi Yan; Weinan E; Lei Wu | ICML 2025 poster | https://openreview.net/forum?id=DZ6iFdVDrx | icml2025.csv |
2,025 | ICML | Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation | Tiansheng Wen; Yifei Wang; Zequn Zeng; Zhong Peng; Yudi Su; Xinyang Liu; Bo Chen; Hongwei Liu; Stefanie Jegelka; Chenyu You | ICML 2025 oral | https://openreview.net/forum?id=z19u9B2fCZ | icml2025.csv |
2,025 | ICML | RocketKV: Accelerating Long-Context LLM Inference via Two-Stage KV Cache Compression | Payman Behnam; Yaosheng Fu; Ritchie Zhao; Po-An Tsai; Zhiding Yu; Alexey Tumanov | ICML 2025 poster | https://openreview.net/forum?id=RyOpooIxDF | icml2025.csv |
2,025 | ICML | The Sample Complexity of Online Strategic Decision Making with Information Asymmetry and Knowledge Transportability | Jiachen Hu; Rui Ai; Han Zhong; Xiaoyu Chen; Liwei Wang; Zhaoran Wang; Zhuoran Yang | ICML 2025 poster | https://openreview.net/forum?id=e5yAhjSJ4j | icml2025.csv |
2,025 | ICML | BCE vs. CE in Deep Feature Learning | Qiufu Li; Huibin Xiao; Linlin Shen | ICML 2025 poster | https://openreview.net/forum?id=aoLFIUlyPE | icml2025.csv |
2,025 | ICML | Counterfactual Graphical Models: Constraints and Inference | Juan D. Correa; Elias Bareinboim | ICML 2025 spotlightposter | https://openreview.net/forum?id=Z1qZoHa6ql | icml2025.csv |
2,025 | ICML | Foundation Molecular Grammar: Multi-Modal Foundation Models Induce Interpretable Molecular Graph Languages | Michael Sun; Weize Yuan; Gang Liu; Wojciech Matusik; Jie Chen | ICML 2025 poster | https://openreview.net/forum?id=IOVzGtXiNr | icml2025.csv |
2,025 | ICML | A Forget-and-Grow Strategy for Deep Reinforcement Learning Scaling in Continuous Control | Zilin Kang; Chenyuan Hu; Yu Luo; Zhecheng Yuan; Ruijie Zheng; Huazhe Xu | ICML 2025 poster | https://openreview.net/forum?id=VhmTXbsdtx | icml2025.csv |
2,025 | ICML | An Efficient Matrix Multiplication Algorithm for Accelerating Inference in Binary and Ternary Neural Networks | Mohsen Dehghankar; Mahdi Erfanian; Abolfazl Asudeh | ICML 2025 poster | https://openreview.net/forum?id=Nvf4jFsbv9 | icml2025.csv |
2,025 | ICML | You Get What You Give: Reciprocally Fair Federated Learning | Aniket Murhekar; Jiaxin Song; Parnian Shahkar; Bhaskar Ray Chaudhury; Ruta Mehta | ICML 2025 poster | https://openreview.net/forum?id=ZdmMDz33Io | icml2025.csv |
2,025 | ICML | Revisiting Differentially Private Algorithms for Decentralized Online Learning | Xiaoyu Wang; Wenhao Yang; Chang Yao; Mingli Song; Yuanyu Wan | ICML 2025 poster | https://openreview.net/forum?id=12oD7HIckz | icml2025.csv |
2,025 | ICML | Distributionally Robust Policy Learning under Concept Drifts | Jingyuan Wang; Zhimei Ren; Ruohan Zhan; Zhengyuan Zhou | ICML 2025 poster | https://openreview.net/forum?id=TXIWOhUTtx | icml2025.csv |
2,025 | ICML | Generalizable Multi-Camera 3D Object Detection from a Single Source via Fourier Cross-View Learning | Xue Zhao; Qinying Gu; Xinbing Wang; Chenghu Zhou; Nanyang Ye | ICML 2025 poster | https://openreview.net/forum?id=R6ORNPrIdv | icml2025.csv |
2,025 | ICML | Morse: Dual-Sampling for Lossless Acceleration of Diffusion Models | Chao Li; Jiawei Fan; Anbang Yao | ICML 2025 poster | https://openreview.net/forum?id=Gdcwm4LLfb | icml2025.csv |
2,025 | ICML | HaploVL: A Single-Transformer Baseline for Multi-Modal Understanding | Rui Yang; Lin Song; Yicheng Xiao; Runhui Huang; Yixiao Ge; Ying Shan; Hengshuang Zhao | ICML 2025 poster | https://openreview.net/forum?id=3lsEeqmvpz | icml2025.csv |
2,025 | ICML | HarmoniCa: Harmonizing Training and Inference for Better Feature Caching in Diffusion Transformer Acceleration | Yushi Huang; Zining Wang; Ruihao Gong; Jing Liu; Xinjie Zhang; Jinyang Guo; Xianglong Liu; Jun Zhang | ICML 2025 poster | https://openreview.net/forum?id=NQyqpK6d72 | icml2025.csv |
2,025 | ICML | polybasic Speculative Decoding Through a Theoretical Perspective | Ruilin Wang; Huixia Li; Yuexiao Ma; Xiawu Zheng; Fei Chao; Xuefeng Xiao; Rongrong Ji | ICML 2025 poster | https://openreview.net/forum?id=JrxJUMqqz4 | icml2025.csv |
2,025 | ICML | In-Context Reinforcement Learning From Suboptimal Historical Data | Juncheng Dong; Moyang Guo; Ethan X Fang; Zhuoran Yang; Vahid Tarokh | ICML 2025 poster | https://openreview.net/forum?id=eerZAppd4T | icml2025.csv |
2,025 | ICML | Modalities Contribute Unequally: Enhancing Medical Multi-modal Learning through Adaptive Modality Token Re-balancing | Jie Peng; Jenna L. Ballard; Mohan Zhang; Sukwon Yun; Jiayi Xin; Qi Long; Yanyong Zhang; Tianlong Chen | ICML 2025 poster | https://openreview.net/forum?id=MzQed6QEmS | icml2025.csv |
2,025 | ICML | MoRAgent: Parameter Efficient Agent Tuning with Mixture-of-Roles | Jing Han; Binwei Yan; Tianyu Guo; Zheyuan Bai; Mengyu Zheng; Hanting Chen; Ying Nie | ICML 2025 poster | https://openreview.net/forum?id=rdeDanrYEj | icml2025.csv |
2,025 | ICML | Learning Attribute-Aware Hash Codes for Fine-Grained Image Retrieval via Query Optimization | Peng Wang; Yong Li; Lin Zhao; Xiu-Shen Wei | ICML 2025 poster | https://openreview.net/forum?id=rn3thNKvzw | icml2025.csv |
2,025 | ICML | An Expressive and Self-Adaptive Dynamical System for Efficient Function Learning | Chuan Liu; Chunshu Wu; Ruibing Song; Ang Li; Ying Nian Wu; Tong Geng | ICML 2025 poster | https://openreview.net/forum?id=KU7jlB2MPN | icml2025.csv |
2,025 | ICML | From Black Boxes to Transparent Minds: Evaluating and Enhancing the Theory of Mind in Multimodal Large Language Models | Xinyang Li; Siqi Liu; Bochao Zou; Jiansheng Chen; Huimin Ma | ICML 2025 poster | https://openreview.net/forum?id=CDillQjA7N | icml2025.csv |
2,025 | ICML | Contextual Online Decision Making with Infinite-Dimensional Functional Regression | Haichen Hu; Rui Ai; Stephen Bates; David Simchi-Levi | ICML 2025 poster | https://openreview.net/forum?id=hFnM9AqT5A | icml2025.csv |
2,025 | ICML | CAN: Leveraging Clients As Navigators for Generative Replay in Federated Continual Learning | Xuankun Rong; Jianshu Zhang; Kun He; Mang Ye | ICML 2025 poster | https://openreview.net/forum?id=lvkVhZ776k | icml2025.csv |
2,025 | ICML | Linear Bandits with Partially Observable Features | Wonyoung Kim; Sungwoo PARK; Garud Iyengar; assaf zeevi; Min-hwan Oh | ICML 2025 poster | https://openreview.net/forum?id=Ojuu0ewXC1 | icml2025.csv |
2,025 | ICML | Learngene Tells You How to Customize: Task-Aware Parameter Initialization at Flexible Scales | Jiaze Xu; Shiyu Xia; Xu Yang; Jiaqi Lv; Xin Geng | ICML 2025 poster | https://openreview.net/forum?id=IRQ0n961nn | icml2025.csv |
2,025 | ICML | Federated Disentangled Tuning with Textual Prior Decoupling and Visual Dynamic Adaptation | Yihao Yang; Wenke Huang; Guancheng Wan; Bin Yang; Mang Ye | ICML 2025 poster | https://openreview.net/forum?id=0p86Mhg014 | icml2025.csv |
2,025 | ICML | Learning Optimal Multimodal Information Bottleneck Representations | Qilong Wu; Yiyang Shao; Jun Wang; Xiaobo Sun | ICML 2025 poster | https://openreview.net/forum?id=5TUa2UXSpp | icml2025.csv |
2,025 | ICML | AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML | Patara Trirat; Wonyong Jeong; Sung Ju Hwang | ICML 2025 poster | https://openreview.net/forum?id=p1UBWkOvZm | icml2025.csv |
2,025 | ICML | Do Multiple Instance Learning Models Transfer? | Daniel Shao; Richard J. Chen; Andrew H. Song; Joel Runevic; Ming Y. Lu; Tong Ding; Faisal Mahmood | ICML 2025 spotlightposter | https://openreview.net/forum?id=hfLqdquVt3 | icml2025.csv |
2,025 | ICML | Optimizing Temperature for Language Models with Multi-Sample Inference | Weihua Du; Yiming Yang; Sean Welleck | ICML 2025 poster | https://openreview.net/forum?id=rmWpE3FrHW | icml2025.csv |
2,025 | ICML | SafeArena: Evaluating the Safety of Autonomous Web Agents | Ada Defne Tur; Nicholas Meade; Xing Han Lù; Alejandra Zambrano; Arkil Patel; Esin DURMUS; Spandana Gella; Karolina Stanczak; Siva Reddy | ICML 2025 poster | https://openreview.net/forum?id=7TrOBcxSvy | icml2025.csv |
2,025 | ICML | Revisiting Instance-Optimal Cluster Recovery in the Labeled Stochastic Block Model | Kaito Ariu; Alexandre Proutiere; Se-Young Yun | ICML 2025 poster | https://openreview.net/forum?id=k0hAQhl87M | icml2025.csv |
2,025 | ICML | SHIELD: Multi-task Multi-distribution Vehicle Routing Solver with Sparsity and Hierarchy | Yong Liang Goh; Zhiguang Cao; Yining Ma; Jianan Zhou; Mohammed Haroon Dupty; Wee Sun Lee | ICML 2025 poster | https://openreview.net/forum?id=6DJEaz1cCj | icml2025.csv |
2,025 | ICML | Controllable Data Generation with Hierarchical Neural Representations | Sheyang Tang; Xiaoyu Xu; Jiayan Qiu; Zhou Wang | ICML 2025 poster | https://openreview.net/forum?id=kPL1cVv0v8 | icml2025.csv |
2,025 | ICML | Understanding the Forgetting of (Replay-based) Continual Learning via Feature Learning: Angle Matters | Hongyi Wan; Shiyuan Ren; Wei Huang; Miao Zhang; Xiang Deng; Yixin Bao; Liqiang Nie | ICML 2025 poster | https://openreview.net/forum?id=6UIer20oYA | icml2025.csv |
2,025 | ICML | One Image is Worth a Thousand Words: A Usability Preservable Text-Image Collaborative Erasing Framework | Feiran Li; Qianqian Xu; Shilong Bao; Zhiyong Yang; Xiaochun Cao; Qingming Huang | ICML 2025 poster | https://openreview.net/forum?id=OaC01wTE44 | icml2025.csv |
2,025 | ICML | Generalization Performance of Ensemble Clustering: From Theory to Algorithm | Xu Zhang; Haoye Qiu; Weixuan Liang; Hui LIU; Junhui Hou; Yuheng Jia | ICML 2025 poster | https://openreview.net/forum?id=CXJV23a8nm | icml2025.csv |
2,025 | ICML | Understanding and Mitigating Memorization in Diffusion Models for Tabular Data | Zhengyu Fang; Zhimeng Jiang; Huiyuan Chen; Xiao Li; Jing Li | ICML 2025 poster | https://openreview.net/forum?id=JsmfjEEKqX | icml2025.csv |
2,025 | ICML | Towards Understanding Catastrophic Forgetting in Two-layer Convolutional Neural Networks | Boqi Li; Youjun Wang; Weiwei Liu | ICML 2025 poster | https://openreview.net/forum?id=WkqZ6Qmmq2 | icml2025.csv |
2,025 | ICML | A Model of Place Field Reorganization During Reward Maximization | M Ganesh Kumar; Blake Bordelon; Jacob A Zavatone-Veth; Cengiz Pehlevan | ICML 2025 poster | https://openreview.net/forum?id=BSwxSqqWfN | icml2025.csv |
2,025 | ICML | Diffusion Sampling Correction via Approximately 10 Parameters | Guangyi Wang; Wei Peng; lijiang Li; Wenyu Chen; Yuren Cai; Song-Zhi Su | ICML 2025 poster | https://openreview.net/forum?id=yPhAbeQxbJ | icml2025.csv |
2,025 | ICML | Peripheral Memory for LLMs: Integration of Sequential Memory Banks with Adaptive Querying | Songlin Zhai; Yuan Meng; Yongrui Chen; Yiwei Wang; Guilin Qi | ICML 2025 poster | https://openreview.net/forum?id=6FwwtwJ89I | icml2025.csv |
2,025 | ICML | Learning Extrapolative Sequence Transformations from Markov Chains | Sophia Hager; Aleem Khan; Andrew Wang; Nicholas Andrews | ICML 2025 poster | https://openreview.net/forum?id=5d6Y7xxRMr | icml2025.csv |
2,025 | ICML | Rethinking Confidence Scores and Thresholds in Pseudolabeling-based SSL | Harit Vishwakarma; Yi Chen; Satya Sai Srinath Namburi GNVV; Sui Jiet Tay; Ramya Korlakai Vinayak; Frederic Sala | ICML 2025 poster | https://openreview.net/forum?id=w4c5bLkhsz | icml2025.csv |
2,025 | ICML | Model Steering: Learning with a Reference Model Improves Generalization Bounds and Scaling Laws | Xiyuan Wei; Ming Lin; Fanjiang Ye; Fengguang Song; Liangliang Cao; My T. Thai; Tianbao Yang | ICML 2025 spotlightposter | https://openreview.net/forum?id=QC4dfobOLQ | icml2025.csv |
2,025 | ICML | Ergodic Generative Flows | Leo Maxime Brunswic; Mateo Clémente; Rui Heng Yang; Adam Sigal; Amir Rasouli; Yinchuan Li | ICML 2025 poster | https://openreview.net/forum?id=GGgnmOlnRY | icml2025.csv |
2,025 | ICML | Haste Makes Waste: A Simple Approach for Scaling Graph Neural Networks | Rui Xue; Tong Zhao; Neil Shah; Xiaorui Liu | ICML 2025 poster | https://openreview.net/forum?id=RcJCuma3mo | icml2025.csv |
2,025 | ICML | On the Training Convergence of Transformers for In-Context Classification of Gaussian Mixtures | Wei Shen; Ruida Zhou; Jing Yang; Cong Shen | ICML 2025 poster | https://openreview.net/forum?id=iSyB2yYaMx | icml2025.csv |
2,025 | ICML | Learnable Spatial-Temporal Positional Encoding for Link Prediction | Katherine Tieu; Dongqi Fu; Zihao Li; Ross Maciejewski; Jingrui He | ICML 2025 poster | https://openreview.net/forum?id=EoxpGWgeCH | icml2025.csv |
2,025 | ICML | SPRI: Aligning Large Language Models with Context-Situated Principles | Hongli Zhan; Muneeza Azmat; Raya Horesh; Junyi Jessy Li; Mikhail Yurochkin | ICML 2025 poster | https://openreview.net/forum?id=klw8Ko4ENe | icml2025.csv |
2,025 | ICML | Prices, Bids, Values: One ML-Powered Combinatorial Auction to Rule Them All | Ermis Soumalias; Jakob Heiss; Jakob Weissteiner; Sven Seuken | ICML 2025 oral | https://openreview.net/forum?id=4ViG4gQD3i | icml2025.csv |
2,025 | ICML | TTFSFormer: A TTFS-based Lossless Conversion of Spiking Transformer | Lusen Zhao; Zihan Huang; Jianhao Ding; Zhaofei Yu | ICML 2025 poster | https://openreview.net/forum?id=mJAa823xKu | icml2025.csv |
2,025 | ICML | EVOLvE: Evaluating and Optimizing LLMs For In-Context Exploration | Allen Nie; Yi Su; Bo Chang; Jonathan Lee; Ed H. Chi; Quoc V Le; Minmin Chen | ICML 2025 poster | https://openreview.net/forum?id=ck7dvZFbRW | icml2025.csv |
2,025 | ICML | FlatQuant: Flatness Matters for LLM Quantization | Yuxuan Sun; Ruikang Liu; Haoli Bai; Han Bao; Kang Zhao; Yuening Li; JiaxinHu; Xianzhi Yu; Lu Hou; Chun Yuan; Xin Jiang; Wulong Liu; Jun Yao | ICML 2025 poster | https://openreview.net/forum?id=uTz2Utym5n | icml2025.csv |
2,025 | ICML | A Stronger Mixture of Low-Rank Experts for Fine-Tuning Foundation Models | Mengyang Sun; Yihao Wang; Tao Feng; Dan Zhang; Yifan Zhu; Jie Tang | ICML 2025 poster | https://openreview.net/forum?id=yqyEUcGreT | icml2025.csv |
2,025 | ICML | Constrain Alignment with Sparse Autoencoders | Qingyu Yin; Chak Tou Leong; Hongbo Zhang; Minjun Zhu; Hanqi Yan; Qiang Zhang; Yulan He; Wenjie Li; Jun Wang; Yue Zhang; Linyi Yang | ICML 2025 poster | https://openreview.net/forum?id=BCKSxOFX85 | icml2025.csv |
2,025 | ICML | Ab Initio Nonparametric Variable Selection for Scalable Symbolic Regression with Large $p$ | Shengbin Ye; Meng Li | ICML 2025 poster | https://openreview.net/forum?id=9gyJJw8ZUj | icml2025.csv |
2,025 | ICML | Oscillation-Reduced MXFP4 Training for Vision Transformers | Yuxiang Chen; Haocheng Xi; Jun Zhu; Jianfei Chen | ICML 2025 poster | https://openreview.net/forum?id=LUFPNGiCUw | icml2025.csv |
2,025 | ICML | Graph4MM: Weaving Multimodal Learning with Structural Information | Xuying Ning; Dongqi Fu; Tianxin Wei; Wujiang Xu; Jingrui He | ICML 2025 poster | https://openreview.net/forum?id=FB2e8PV6qg | icml2025.csv |
2,025 | ICML | Federated Node-Level Clustering Network with Cross-Subgraph Link Mending | Jingxin Liu; Renda Han; Wenxuan Tu; Haotian Wang; Junlong Wu; Jieren Cheng | ICML 2025 poster | https://openreview.net/forum?id=38Nh0TebXZ | icml2025.csv |
2,025 | ICML | Adaptive Estimation and Learning under Temporal Distribution Shift | Dheeraj Baby; Yifei Tang; Hieu Duy Nguyen; Yu-Xiang Wang; Rohit Pyati | ICML 2025 poster | https://openreview.net/forum?id=JgbrkAJHDZ | icml2025.csv |
2,025 | ICML | Optimal Survey Design for Private Mean Estimation | Yu-Wei Chen; Raghu Pasupathy; Jordan Awan | ICML 2025 poster | https://openreview.net/forum?id=3D16aFxblb | icml2025.csv |
2,025 | ICML | Large Language Model-driven Large Neighborhood Search for Large-Scale MILP Problems | Huigen Ye; Hua Xu; An Yan; Yaoyang Cheng | ICML 2025 spotlightposter | https://openreview.net/forum?id=teUg2pMrF0 | icml2025.csv |
2,025 | ICML | SelfCite: Self-Supervised Alignment for Context Attribution in Large Language Models | Yung-Sung Chuang; Benjamin Cohen-Wang; Zejiang Shen; Zhaofeng Wu; Hu Xu; Xi Victoria Lin; James R. Glass; Shang-Wen Li; Wen-tau Yih | ICML 2025 poster | https://openreview.net/forum?id=rKi8eyJBoB | icml2025.csv |
2,025 | ICML | DPCore: Dynamic Prompt Coreset for Continual Test-Time Adaptation | Yunbei Zhang; Akshay Mehra; Shuaicheng Niu; Jihun Hamm | ICML 2025 poster | https://openreview.net/forum?id=A6zDim0rQf | icml2025.csv |
2,025 | ICML | Policy Regularization on Globally Accessible States in Cross-Dynamics Reinforcement Learning | Zhenghai Xue; Lang Feng; Jiacheng Xu; Kang Kang; Xiang Wen; Bo An; Shuicheng YAN | ICML 2025 spotlightposter | https://openreview.net/forum?id=Go0DdhjATH | icml2025.csv |
2,025 | ICML | Determinant Estimation under Memory Constraints and Neural Scaling Laws | Siavash Ameli; Chris van der Heide; Liam Hodgkinson; Fred Roosta; Michael W. Mahoney | ICML 2025 poster | https://openreview.net/forum?id=nkV9PPp8R8 | icml2025.csv |
2,025 | ICML | MENTOR: Mixture-of-Experts Network with Task-Oriented Perturbation for Visual Reinforcement Learning | Suning Huang; Zheyu Aqa Zhang; Tianhai Liang; Yihan Xu; Zhehao Kou; Chenhao Lu; Guowei Xu; Zhengrong Xue; Huazhe Xu | ICML 2025 poster | https://openreview.net/forum?id=t46uezeQH8 | icml2025.csv |
2,025 | ICML | Design Considerations in Offline Preference-based RL | Alekh Agarwal; Christoph Dann; Teodor Vanislavov Marinov | ICML 2025 poster | https://openreview.net/forum?id=3HEyISL2qy | icml2025.csv |
2,025 | ICML | Textual Unlearning Gives a False Sense of Unlearning | Jiacheng Du; Zhibo Wang; Jie Zhang; Xiaoyi Pang; Jiahui Hu; Kui Ren | ICML 2025 poster | https://openreview.net/forum?id=jyxwWQjU4J | icml2025.csv |
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