year int64 | conference string | title string | authors string | venue_or_track string | url string | source_file string |
|---|---|---|---|---|---|---|
2,025 | ICML | Towards Universal Offline Black-Box Optimization via Learning Language Model Embeddings | Rong-Xi Tan; Ming Chen; Ke Xue; Yao Wang; Yaoyuan Wang; Fu Sheng; Chao Qian | ICML 2025 poster | https://openreview.net/forum?id=NOV32X1Rq3 | icml2025.csv |
2,025 | ICML | Nonlinear transformers can perform inference-time feature learning | Naoki Nishikawa; Yujin Song; Kazusato Oko; Denny Wu; Taiji Suzuki | ICML 2025 poster | https://openreview.net/forum?id=xQTSvP57C3 | icml2025.csv |
2,025 | ICML | Bongard in Wonderland: Visual Puzzles that Still Make AI Go Mad? | Antonia Wüst; Tim Tobiasch; Lukas Helff; Inga Ibs; Wolfgang Stammer; Devendra Singh Dhami; Constantin A. Rothkopf; Kristian Kersting | ICML 2025 poster | https://openreview.net/forum?id=R65zHNqND0 | icml2025.csv |
2,025 | ICML | Harmonizing Geometry and Uncertainty: Diffusion with Hyperspheres | Muskan Dosi; Chiranjeev Chiranjeev; Kartik Thakral; Mayank Vatsa; Richa Singh | ICML 2025 poster | https://openreview.net/forum?id=A82tIFgJaK | icml2025.csv |
2,025 | ICML | Subgroups Matter for Robust Bias Mitigation | Anissa Alloula; Charles Jones; Ben Glocker; Bartlomiej Papiez | ICML 2025 poster | https://openreview.net/forum?id=P0RkH1RT5z | icml2025.csv |
2,025 | ICML | Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations | Juwei Yue; Haikuo Li; Jiawei Sheng; Xiaodong Li; Taoyu Su; Tingwen Liu; Li Guo | ICML 2025 poster | https://openreview.net/forum?id=UJXbcJ7qXB | icml2025.csv |
2,025 | ICML | Mind the Gap: A Practical Attack on GGUF Quantization | Kazuki Egashira; Robin Staab; Mark Vero; Jingxuan He; Martin Vechev | ICML 2025 poster | https://openreview.net/forum?id=TV17MLZGuA | icml2025.csv |
2,025 | ICML | Elucidating the design space of language models for image generation | Xuantong LIU; Shaozhe Hao; Xianbiao Qi; Tianyang Hu; Jun Wang; Rong Xiao; Yuan Yao | ICML 2025 poster | https://openreview.net/forum?id=EIfCH9OgjR | icml2025.csv |
2,025 | ICML | Be a Goldfish: Forgetting Bad Conditioning in Sparse Linear Regression via Variational Autoencoders | Kuheli Pratihar; Debdeep Mukhopadhyay | ICML 2025 poster | https://openreview.net/forum?id=aTQtGq7IyT | icml2025.csv |
2,025 | ICML | Incremental Gradient Descent with Small Epoch Counts is Surprisingly Slow on Ill-Conditioned Problems | Yujun Kim; Jaeyoung Cha; Chulhee Yun | ICML 2025 poster | https://openreview.net/forum?id=LiXD7mpjU0 | icml2025.csv |
2,025 | ICML | Lightweight Dataset Pruning without Full Training via Example Difficulty and Prediction Uncertainty | Yeseul Cho; Baekrok Shin; Changmin Kang; Chulhee Yun | ICML 2025 poster | https://openreview.net/forum?id=9rLxi2cnZC | icml2025.csv |
2,025 | ICML | The Case for Learned Provenance-based System Behavior Baseline | Yao Zhu; Zhenyuan LI; Yangyang Wei; Shouling Ji | ICML 2025 poster | https://openreview.net/forum?id=SY4owu5BK6 | icml2025.csv |
2,025 | ICML | Flexible, Efficient, and Stable Adversarial Attacks on Machine Unlearning | Zihan Zhou; Yang Zhou; Zijie Zhang; Lingjuan Lyu; Da Yan; Ruoming Jin; Dejing Dou | ICML 2025 poster | https://openreview.net/forum?id=ba3sSfEnj1 | icml2025.csv |
2,025 | ICML | PipeOffload: Improving Scalability of Pipeline Parallelism with Memory Optimization | Xinyi Wan; Penghui Qi; Guangxing Huang; Min Lin; Jialin Li | ICML 2025 poster | https://openreview.net/forum?id=O0lxLP4ABD | icml2025.csv |
2,025 | ICML | Unified Screening for Multiple Diseases | Yiğit Narter; Alihan Hüyük; Mihaela van der Schaar; Cem Tekin | ICML 2025 poster | https://openreview.net/forum?id=z4XS0Ie391 | icml2025.csv |
2,025 | ICML | Causal Effect Identification in lvLiNGAM from Higher-Order Cumulants | Daniele Tramontano; Yaroslav Kivva; Saber Salehkaleybar; Negar Kiyavash; Mathias Drton | ICML 2025 poster | https://openreview.net/forum?id=39JKH8k3FS | icml2025.csv |
2,025 | ICML | STAMP Your Content: Proving Dataset Membership via Watermarked Rephrasings | Saksham Rastogi; Pratyush Maini; Danish Pruthi | ICML 2025 poster | https://openreview.net/forum?id=qF6mxani2X | icml2025.csv |
2,025 | ICML | Counterfactual Effect Decomposition in Multi-Agent Sequential Decision Making | Stelios Triantafyllou; Aleksa Sukovic; Yasaman Zolfimoselo; Goran Radanovic | ICML 2025 poster | https://openreview.net/forum?id=jHLSnYNt1m | icml2025.csv |
2,025 | ICML | A Mixed-Curvature based Pre-training Paradigm for Multi-Task Vehicle Routing Solver | Suyu Liu; Zhiguang Cao; Shanshan Feng; Yew-Soon Ong | ICML 2025 poster | https://openreview.net/forum?id=JsPyLqCgks | icml2025.csv |
2,025 | ICML | GRAM: A Generative Foundation Reward Model for Reward Generalization | Chenglong Wang; Yang Gan; Yifu Huo; Yongyu Mu; Qiaozhi He; MuRun Yang; Bei Li; Tong Xiao; Chunliang Zhang; Tongran Liu; JingBo Zhu | ICML 2025 poster | https://openreview.net/forum?id=rxKC8v2uHc | icml2025.csv |
2,025 | ICML | Fine-Grained Captioning of Long Videos through Scene Graph Consolidation | Sanghyeok Chu; Seonguk Seo; Bohyung Han | ICML 2025 poster | https://openreview.net/forum?id=aTC2euLwnh | icml2025.csv |
2,025 | ICML | M3-JEPA: Multimodal Alignment via Multi-gate MoE based on the Joint-Embedding Predictive Architecture | Hongyang Lei; Xiaolong Cheng; Qi Qin; Dan Wang; Huazhen Huang; Qingqing Gu; Yetao Wu; Luo Ji | ICML 2025 poster | https://openreview.net/forum?id=tYwKQMMjJA | icml2025.csv |
2,025 | ICML | Inverse problems with experiment-guided AlphaFold | Sai Advaith Maddipatla; Nadav Bojan; Meital Bojan; Sanketh Vedula; Paul Schanda; Ailie Marx; Alexander Bronstein | ICML 2025 poster | https://openreview.net/forum?id=qzM37nOy3N | icml2025.csv |
2,025 | ICML | Synthesizing Software Engineering Data in a Test-Driven Manner | Lei Zhang; Jiaxi Yang; Min Yang; Jian Yang; Mouxiang Chen; Jiajun Zhang; Zeyu Cui; Binyuan Hui; Junyang Lin | ICML 2025 poster | https://openreview.net/forum?id=P9DQ2IExgS | icml2025.csv |
2,025 | ICML | AEQA-NAT : Adaptive End-to-end Quantization Alignment Training Framework for Non-autoregressive Machine Translation | Xiangyu Qu; guojing liu; Liang Li | ICML 2025 poster | https://openreview.net/forum?id=mQE0EsrX1y | icml2025.csv |
2,025 | ICML | Portable Reward Tuning: Towards Reusable Fine-Tuning across Different Pretrained Models | Daiki Chijiwa; Taku Hasegawa; Kyosuke Nishida; Kuniko Saito; Susumu Takeuchi | ICML 2025 poster | https://openreview.net/forum?id=cYNBsMTAVL | icml2025.csv |
2,025 | ICML | LOB-Bench: Benchmarking Generative AI for Finance - an Application to Limit Order Book Data | Peer Nagy; Sascha Yves Frey; Kang Li; Bidipta Sarkar; Svitlana Vyetrenko; Stefan Zohren; Ani Calinescu; Jakob Nicolaus Foerster | ICML 2025 poster | https://openreview.net/forum?id=CXPpYJpYXQ | icml2025.csv |
2,025 | ICML | Comparing Comparisons: Informative and Easy Human Feedback with Distinguishability Queries | Xuening Feng; Zhaohui JIANG; Timo Kaufmann; Eyke Hüllermeier; Paul Weng; Yifei Zhu | ICML 2025 poster | https://openreview.net/forum?id=Cf8gsqWrua | icml2025.csv |
2,025 | ICML | BounDr.E: Predicting Drug-likeness via Biomedical Knowledge Alignment and EM-like One-Class Boundary Optimization | Dongmin Bang; Inyoung Sung; Yinhua Piao; Sangseon Lee; Sun Kim | ICML 2025 poster | https://openreview.net/forum?id=Z9Xugry05b | icml2025.csv |
2,025 | ICML | Private Federated Learning using Preference-Optimized Synthetic Data | Charlie Hou; Mei-Yu Wang; Yige Zhu; Daniel Lazar; Giulia Fanti | ICML 2025 poster | https://openreview.net/forum?id=ZuaU2bYzlc | icml2025.csv |
2,025 | ICML | Provable Benefit of Random Permutations over Uniform Sampling in Stochastic Coordinate Descent | Donghwa Kim; Jaewook Lee; Chulhee Yun | ICML 2025 poster | https://openreview.net/forum?id=KBUSuiLBMq | icml2025.csv |
2,025 | ICML | Optimal and Practical Batched Linear Bandit Algorithm | Sanghoon Yu; Min-hwan Oh | ICML 2025 poster | https://openreview.net/forum?id=WcFLasjwXs | icml2025.csv |
2,025 | ICML | SAE-V: Interpreting Multimodal Models for Enhanced Alignment | Hantao Lou; Changye Li; Jiaming Ji; Yaodong Yang | ICML 2025 poster | https://openreview.net/forum?id=S4HPn5Bo6k | icml2025.csv |
2,025 | ICML | OR-Bench: An Over-Refusal Benchmark for Large Language Models | Justin Cui; Wei-Lin Chiang; Ion Stoica; Cho-Jui Hsieh | ICML 2025 poster | https://openreview.net/forum?id=CdFnEu0JZV | icml2025.csv |
2,025 | ICML | TRACE Back from the Future: A Probabilistic Reasoning Approach to Controllable Language Generation | Gwen Yidou Weng; Benjie Wang; Guy Van den Broeck | ICML 2025 poster | https://openreview.net/forum?id=LhkSfpfRXW | icml2025.csv |
2,025 | ICML | AtlasD: Automatic Local Symmetry Discovery | Manu Bhat; Jonghyun Park; Jianke Yang; Nima Dehmamy; Robin Walters; Rose Yu | ICML 2025 poster | https://openreview.net/forum?id=aLDAu7QDw0 | icml2025.csv |
2,025 | ICML | Generalization Analysis for Supervised Contrastive Representation Learning under Non-IID Settings | Nong Minh Hieu; Antoine Ledent | ICML 2025 poster | https://openreview.net/forum?id=kWSRVtuIuH | icml2025.csv |
2,025 | ICML | A Theoretical Justification for Asymmetric Actor-Critic Algorithms | Gaspard Lambrechts; Damien Ernst; Aditya Mahajan | ICML 2025 poster | https://openreview.net/forum?id=F1yANMCnAn | icml2025.csv |
2,025 | ICML | Reducing Confounding Bias without Data Splitting for Causal Inference via Optimal Transport | Yuguang Yan; Zongyu Li; Haolin Yang; Zeqin Yang; Hao Zhou; Ruichu Cai; Zhifeng Hao | ICML 2025 poster | https://openreview.net/forum?id=fd7ddFBNmP | icml2025.csv |
2,025 | ICML | Provably Near-Optimal Federated Ensemble Distillation with Negligible Overhead | Won-Jun Jang; Hyeon-Seo Park; Si-Hyeon Lee | ICML 2025 poster | https://openreview.net/forum?id=6znPjYn11w | icml2025.csv |
2,025 | ICML | Ensemble Distribution Distillation via Flow Matching | Jonggeon Park; Giung Nam; Hyunsu Kim; Jongmin Yoon; Juho Lee | ICML 2025 poster | https://openreview.net/forum?id=waeJHU2oeI | icml2025.csv |
2,025 | ICML | Deep Ridgelet Transform and Unified Universality Theorem for Deep and Shallow Joint-Group-Equivariant Machines | Sho Sonoda; Yuka Hashimoto; Isao Ishikawa; Masahiro Ikeda | ICML 2025 poster | https://openreview.net/forum?id=JKsxKPXXUd | icml2025.csv |
2,025 | ICML | Internal Causal Mechanisms Robustly Predict Language Model Out-of-Distribution Behaviors | Jing Huang; Junyi Tao; Thomas Icard; Diyi Yang; Christopher Potts | ICML 2025 poster | https://openreview.net/forum?id=Ofa1cspTrv | icml2025.csv |
2,025 | ICML | Adversarial Robustness via Deformable Convolution with Stochasticity | Yanxiang Ma; Zixuan Huang; Minjing Dong; Shan You; Chang Xu | ICML 2025 poster | https://openreview.net/forum?id=vISiVCssVg | icml2025.csv |
2,025 | ICML | UDora: A Unified Red Teaming Framework against LLM Agents by Dynamically Hijacking Their Own Reasoning | Jiawei Zhang; Shuang Yang; Bo Li | ICML 2025 poster | https://openreview.net/forum?id=pRmxQHgjb1 | icml2025.csv |
2,025 | ICML | Learning Initial Basis Selection for Linear Programming via Duality-Inspired Tripartite Graph Representation and Comprehensive Supervision | Anqi Lu; Junchi Yan | ICML 2025 poster | https://openreview.net/forum?id=WtD8EIzkmm | icml2025.csv |
2,025 | ICML | PDUDT: Provable Decentralized Unlearning under Dynamic Topologies | Jing Qiao; Yu Liu; Zengzhe Chen; Mingyi Li; YUAN YUAN; Xiao Zhang; Dongxiao Yu | ICML 2025 poster | https://openreview.net/forum?id=K0Vg8b7nyI | icml2025.csv |
2,025 | ICML | Rethinking Score Distilling Sampling for 3D Editing and Generation | Xingyu Miao; Haoran Duan; Yang Long; Jungong Han | ICML 2025 poster | https://openreview.net/forum?id=1dZgzGTZEO | icml2025.csv |
2,025 | ICML | Latent Action Learning Requires Supervision in the Presence of Distractors | Alexander Nikulin; Ilya Zisman; Denis Tarasov; Lyubaykin Nikita; Andrei Polubarov; Igor Kiselev; Vladislav Kurenkov | ICML 2025 poster | https://openreview.net/forum?id=2gcEQCT7QW | icml2025.csv |
2,025 | ICML | SafeAuto: Knowledge-Enhanced Safe Autonomous Driving with Multimodal Foundation Models | Jiawei Zhang; Xuan Yang; Taiqi Wang; Yu Yao; Aleksandr Petiushko; Bo Li | ICML 2025 poster | https://openreview.net/forum?id=nKJGjovmZz | icml2025.csv |
2,025 | ICML | Diverse Prototypical Ensembles Improve Robustness to Subpopulation Shift | Nguyen Nhat Minh To; Paul F R Wilson; Viet Nguyen; Mohamed Harmanani; Michael Cooper; Fahimeh Fooladgar; Purang Abolmaesumi; Parvin Mousavi; Rahul Krishnan | ICML 2025 poster | https://openreview.net/forum?id=qUTiOeM57J | icml2025.csv |
2,025 | ICML | Privacy-Shielded Image Compression: Defending Against Exploitation from Vision-Language Pretrained Models | Xuelin Shen; Jiayin Xu; Kangsheng Yin; Wenhan Yang | ICML 2025 poster | https://openreview.net/forum?id=olzs3zVsE7 | icml2025.csv |
2,025 | ICML | HYGMA: Hypergraph Coordination Networks with Dynamic Grouping for Multi-Agent Reinforcement Learning | Chiqiang Liu; Dazi Li | ICML 2025 poster | https://openreview.net/forum?id=mgJkeqc685 | icml2025.csv |
2,025 | ICML | Understanding and Mitigating Memorization in Generative Models via Sharpness of Probability Landscapes | Dongjae Jeon; Dueun Kim; Albert No | ICML 2025 spotlightposter | https://openreview.net/forum?id=EW2JR5aVLm | icml2025.csv |
2,025 | ICML | How Distributed Collaboration Influences the Diffusion Model Training? A Theoretical Perspective | Jing Qiao; Yu Liu; YUAN YUAN; Xiao Zhang; Zhipeng Cai; Dongxiao Yu | ICML 2025 poster | https://openreview.net/forum?id=dzGtPrqORu | icml2025.csv |
2,025 | ICML | A Near Linear Query Lower Bound for Submodular Maximization | Binghui Peng; Aviad Rubinstein | ICML 2025 poster | https://openreview.net/forum?id=LCFPWXymVt | icml2025.csv |
2,025 | ICML | Local Pan-privacy for Federated Analytics | Vitaly Feldman; Audra McMillan; Guy N. Rothblum; Kunal Talwar | ICML 2025 poster | https://openreview.net/forum?id=M18dhHTFf8 | icml2025.csv |
2,025 | ICML | Curvature Enhanced Data Augmentation for Regression | Ilya Kaufman; Omri Azencot | ICML 2025 poster | https://openreview.net/forum?id=l1sx5KiM7Z | icml2025.csv |
2,025 | ICML | AdvAgent: Controllable Blackbox Red-teaming on Web Agents | Chejian Xu; Mintong Kang; Jiawei Zhang; Zeyi Liao; Lingbo Mo; Mengqi Yuan; Huan Sun; Bo Li | ICML 2025 poster | https://openreview.net/forum?id=bwidSkOyWF | icml2025.csv |
2,025 | ICML | The Surprising Effectiveness of Test-Time Training for Few-Shot Learning | Ekin Akyürek; Mehul Damani; Adam Zweiger; Linlu Qiu; Han Guo; Jyothish Pari; Yoon Kim; Jacob Andreas | ICML 2025 poster | https://openreview.net/forum?id=asgBo3FNdg | icml2025.csv |
2,025 | ICML | On the Local Complexity of Linear Regions in Deep ReLU Networks | Niket Nikul Patel; Guido Montufar | ICML 2025 poster | https://openreview.net/forum?id=id2CfAgEAk | icml2025.csv |
2,025 | ICML | TOPLOC: A Locality Sensitive Hashing Scheme for Trustless Verifiable Inference | Jack Min Ong; Matthew Di Ferrante; Aaron Pazdera; Ryan Garner; Sami Jaghouar; Manveer Basra; Max Ryabinin; Johannes Hagemann | ICML 2025 poster | https://openreview.net/forum?id=8PJmKfeDdp | icml2025.csv |
2,025 | ICML | Exploring Invariance in Images through One-way Wave Equations | Yinpeng Chen; Dongdong Chen; Xiyang Dai; Mengchen Liu; Yinan Feng; Youzuo Lin; Lu Yuan; Zicheng Liu | ICML 2025 poster | https://openreview.net/forum?id=HdogAuhlD5 | icml2025.csv |
2,025 | ICML | Unifying Knowledge from Diverse Datasets to Enhance Spatial-Temporal Modeling: A Granularity-Adaptive Geographical Embedding Approach | Zhigaoyuan Wang; Ying Sun; Hengshu Zhu | ICML 2025 poster | https://openreview.net/forum?id=uPVynwZxch | icml2025.csv |
2,025 | ICML | DiLQR: Differentiable Iterative Linear Quadratic Regulator via Implicit Differentiation | Shuyuan Wang; Philip D Loewen; Michael Forbes; Bhushan Gopaluni; Wei Pan | ICML 2025 poster | https://openreview.net/forum?id=m2EfTrbv4o | icml2025.csv |
2,025 | ICML | The Disparate Benefits of Deep Ensembles | Kajetan Schweighofer; Adrian Arnaiz-Rodriguez; Sepp Hochreiter; Nuria M Oliver | ICML 2025 poster | https://openreview.net/forum?id=tjPxZiqeHB | icml2025.csv |
2,025 | ICML | Power Mean Estimation in Stochastic Continuous Monte-Carlo Tree Search | Tuan Quang Dam | ICML 2025 poster | https://openreview.net/forum?id=LL8R2QUEvB | icml2025.csv |
2,025 | ICML | Provable In-Context Vector Arithmetic via Retrieving Task Concepts | Dake Bu; Wei Huang; Andi Han; Atsushi Nitanda; Qingfu Zhang; Hau-San Wong; Taiji Suzuki | ICML 2025 poster | https://openreview.net/forum?id=DbUmeNnNpt | icml2025.csv |
2,025 | ICML | Monte-Carlo Tree Search with Uncertainty Propagation via Optimal Transport | Tuan Quang Dam; Pascal Stenger; Lukas Schneider; Joni Pajarinen; Carlo D'Eramo; Odalric-Ambrym Maillard | ICML 2025 spotlightposter | https://openreview.net/forum?id=DUGFTH9W8B | icml2025.csv |
2,025 | ICML | Contextual Bandits for Unbounded Context Distributions | Puning Zhao; Rongfei Fan; Shaowei Wang; Li Shen; Qixin Zhang; ZongKe; Tianhang Zheng | ICML 2025 poster | https://openreview.net/forum?id=gGY9TNVYs3 | icml2025.csv |
2,025 | ICML | PiD: Generalized AI-Generated Images Detection with Pixelwise Decomposition Residuals | Xinghe Fu; Zhiyuan Yan; Zheng Yang; Taiping Yao; Yandan Zhao; Shouhong Ding; Xi Li | ICML 2025 poster | https://openreview.net/forum?id=gye2zYytx6 | icml2025.csv |
2,025 | ICML | CAT: Contrastive Adversarial Training for Evaluating the Robustness of Protective Perturbations in Latent Diffusion Models | Sen Peng; Mingyue Wang; Jianfei He; Jijia Yang; Xiaohua Jia | ICML 2025 poster | https://openreview.net/forum?id=5of0l7eUau | icml2025.csv |
2,025 | ICML | Online Robust Reinforcement Learning Through Monte-Carlo Planning | Tuan Quang Dam; Kishan Panaganti; Brahim Driss; Adam Wierman | ICML 2025 poster | https://openreview.net/forum?id=m25ma7O7Ec | icml2025.csv |
2,025 | ICML | Learning Condensed Graph via Differentiable Atom Mapping for Reaction Yield Prediction | Ankit Ghosh; Gargee Kashyap; Sarthak Mittal; Nupur Jain; Raghavan B Sunoj; Abir De | ICML 2025 poster | https://openreview.net/forum?id=sqjQ6p56GR | icml2025.csv |
2,025 | ICML | What Limits Bidirectional Model's Generative Capabilities? A Uni-Bi-Directional Mixture-of-Expert Method For Bidirectional Fine-tuning | Zuchao Li; Yonghua Hei; Qiwei Li; Lefei Zhang; Ping Wang; hai zhao; Baoyuan Qi; Liu Guoming | ICML 2025 poster | https://openreview.net/forum?id=kPqvx2mvec | icml2025.csv |
2,025 | ICML | The Noisy Laplacian: a Threshold Phenomenon for Non-Linear Dimension Reduction | Alex Kokot; Octavian-Vlad Murad; Marina Meila | ICML 2025 poster | https://openreview.net/forum?id=GK6q2SFNHm | icml2025.csv |
2,025 | ICML | GTR: A General, Multi-View, and Dynamic Framework for Trajectory Representation Learning | Xiangheng Wang; Ziquan Fang; Chenglong Huang; Danlei Hu; Lu Chen; Yunjun Gao | ICML 2025 poster | https://openreview.net/forum?id=ehcWKZ2nEn | icml2025.csv |
2,025 | ICML | Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection | Zhiyuan Yan; Jiangming Wang; Peng Jin; Ke-Yue Zhang; Chengchun Liu; Shen Chen; Taiping Yao; Shouhong Ding; Baoyuan Wu; Li Yuan | ICML 2025 oral | https://openreview.net/forum?id=GFpjO8S8Po | icml2025.csv |
2,025 | ICML | µnit Scaling: Simple and Scalable FP8 LLM Training | Saaketh Narayan; Abhay Gupta; Mansheej Paul; Davis Blalock | ICML 2025 poster | https://openreview.net/forum?id=qOLjAhxZgm | icml2025.csv |
2,025 | ICML | Contextual Optimization Under Model Misspecification: A Tractable and Generalizable Approach | Omar Bennouna; Jiawei Zhang; Saurabh Amin; Asuman E. Ozdaglar | ICML 2025 poster | https://openreview.net/forum?id=e3NNvqD7wA | icml2025.csv |
2,025 | ICML | Linear Transformers as VAR Models: Aligning Autoregressive Attention Mechanisms with Autoregressive Forecasting | Jiecheng Lu; Shihao Yang | ICML 2025 poster | https://openreview.net/forum?id=SxJUV9mnyt | icml2025.csv |
2,025 | ICML | NextCoder: Robust Adaptation of Code LMs to Diverse Code Edits | Tushar Aggarwal; Swayam Singh; Abhijeet Awasthi; Aditya Kanade; Nagarajan Natarajan | ICML 2025 poster | https://openreview.net/forum?id=3B6fF1PxYD | icml2025.csv |
2,025 | ICML | O-MAPL: Offline Multi-agent Preference Learning | The Viet Bui; Tien Anh Mai; Thanh Hong Nguyen | ICML 2025 poster | https://openreview.net/forum?id=FYvrNKYu6H | icml2025.csv |
2,025 | ICML | TIMING: Temporality-Aware Integrated Gradients for Time Series Explanation | Hyeongwon Jang; Changhun Kim; Eunho Yang | ICML 2025 spotlightposter | https://openreview.net/forum?id=qOgKMqv9T7 | icml2025.csv |
2,025 | ICML | RoSTE: An Efficient Quantization-Aware Supervised Fine-Tuning Approach for Large Language Models | Quan Wei; Chung-Yiu Yau; Hoi To Wai; Yang Zhao; Dongyeop Kang; Youngsuk Park; Mingyi Hong | ICML 2025 poster | https://openreview.net/forum?id=h30EzoI3s0 | icml2025.csv |
2,025 | ICML | Accelerating LLM Inference with Lossless Speculative Decoding Algorithms for Heterogeneous Vocabularies | Nadav Timor; Jonathan Mamou; Daniel Korat; Moshe Berchansky; Gaurav Jain; Oren Pereg; Moshe Wasserblat; David Harel | ICML 2025 oral | https://openreview.net/forum?id=vQubr1uBUw | icml2025.csv |
2,025 | ICML | Reflection-Bench: Evaluating Epistemic Agency in Large Language Models | Lingyu Li; Yixu Wang; Haiquan Zhao; Shuqi Kong; Yan Teng; Chunbo Li; Yingchun Wang | ICML 2025 poster | https://openreview.net/forum?id=eff38SdyvN | icml2025.csv |
2,025 | ICML | COGNATE: Acceleration of Sparse Tensor Programs on Emerging Hardware using Transfer Learning | Chamika Sudusinghe; Gerasimos Gerogiannis; Damitha Lenadora; Charles Block; Josep Torrellas; Charith Mendis | ICML 2025 poster | https://openreview.net/forum?id=EV0itGFjmm | icml2025.csv |
2,025 | ICML | Robot-Gated Interactive Imitation Learning with Adaptive Intervention Mechanism | Haoyuan Cai; Zhenghao Peng; Bolei Zhou | ICML 2025 poster | https://openreview.net/forum?id=TC1sQg5z0T | icml2025.csv |
2,025 | ICML | A Reasoning-Based Approach to Cryptic Crossword Clue Solving | Martin Andrews; Sam Witteveen | ICML 2025 poster | https://openreview.net/forum?id=kBTgizDiCq | icml2025.csv |
2,025 | ICML | Maximal Update Parametrization and Zero-Shot Hyperparameter Transfer for Fourier Neural Operators | Shanda Li; Shinjae Yoo; Yiming Yang | ICML 2025 poster | https://openreview.net/forum?id=fHt4Nau7FW | icml2025.csv |
2,025 | ICML | Semantics-aware Test-time Adaptation for 3D Human Pose Estimation | Qiuxia Lin; Rongyu Chen; Kerui Gu; Angela Yao | ICML 2025 poster | https://openreview.net/forum?id=pNZ3pioKRN | icml2025.csv |
2,025 | ICML | Revisiting Cooperative Off-Policy Multi-Agent Reinforcement Learning | Yueheng Li; Guangming Xie; Zongqing Lu | ICML 2025 poster | https://openreview.net/forum?id=JPkJAyutW0 | icml2025.csv |
2,025 | ICML | Improving LLM Safety Alignment with Dual-Objective Optimization | Xuandong Zhao; Will Cai; Tianneng Shi; David Huang; Licong Lin; Song Mei; Dawn Song | ICML 2025 poster | https://openreview.net/forum?id=Kjivk5OPtL | icml2025.csv |
2,025 | ICML | GuardAgent: Safeguard LLM Agents via Knowledge-Enabled Reasoning | Zhen Xiang; Linzhi Zheng; Yanjie Li; Junyuan Hong; Qinbin Li; Han Xie; Jiawei Zhang; Zidi Xiong; Chulin Xie; Carl Yang; Dawn Song; Bo Li | ICML 2025 poster | https://openreview.net/forum?id=2nBcjCZrrP | icml2025.csv |
2,025 | ICML | Can Diffusion Models Learn Hidden Inter-Feature Rules Behind Images? | Yujin Han; Andi Han; Wei Huang; Chaochao Lu; Difan Zou | ICML 2025 poster | https://openreview.net/forum?id=ERU7QgD6gc | icml2025.csv |
2,025 | ICML | Correlated Errors in Large Language Models | Elliot Myunghoon Kim; Avi Garg; Kenny Peng; Nikhil Garg | ICML 2025 poster | https://openreview.net/forum?id=kzYq2hfyHB | icml2025.csv |
2,025 | ICML | WAVE: Weighted Autoregressive Varying Gate for Time Series Forecasting | Jiecheng Lu; Xu Han; Yan Sun; Shihao Yang | ICML 2025 poster | https://openreview.net/forum?id=Qqn5ktBUxH | icml2025.csv |
2,025 | ICML | Addressing Imbalanced Domain-Incremental Learning through Dual-Balance Collaborative Experts | Lan Li; Da-Wei Zhou; Han-Jia Ye; De-Chuan Zhan | ICML 2025 poster | https://openreview.net/forum?id=dwjwvTwV3V | icml2025.csv |
2,025 | ICML | ReVISE: Learning to Refine at Test-Time via Intrinsic Self-Verification | Hyunseok Lee; Seunghyuk Oh; Jaehyung Kim; Jinwoo Shin; Jihoon Tack | ICML 2025 poster | https://openreview.net/forum?id=cBtsxtJqEK | icml2025.csv |
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