year int64 | conference string | title string | authors string | venue_or_track string | url string | source_file string |
|---|---|---|---|---|---|---|
2,025 | ICML | Leveraging Per-Instance Privacy for Machine Unlearning | Nazanin Mohammadi Sepahvand; Anvith Thudi; Berivan Isik; Ashmita Bhattacharyya; Nicolas Papernot; Eleni Triantafillou; Daniel M. Roy; Gintare Karolina Dziugaite | ICML 2025 poster | https://openreview.net/forum?id=0A4Y9qRnu9 | icml2025.csv |
2,025 | ICML | Vulnerability-Aware Alignment: Mitigating Uneven Forgetting in Harmful Fine-Tuning | Liang CHEN; Xueting Han; Li Shen; Jing Bai; Kam-Fai Wong | ICML 2025 poster | https://openreview.net/forum?id=EMHED4WTHT | icml2025.csv |
2,025 | ICML | Representation Preserving Multiclass Agnostic to Realizable Reduction | Steve Hanneke; Qinglin Meng; Amirreza Shaeiri | ICML 2025 poster | https://openreview.net/forum?id=yTfQt7vK6M | icml2025.csv |
2,025 | ICML | Optimal Fair Learning Robust to Adversarial Distribution Shift | Sushant Agarwal; Amit Deshpande; Rajmohan Rajaraman; Ravi Sundaram | ICML 2025 poster | https://openreview.net/forum?id=TGcXwWdQQj | icml2025.csv |
2,025 | ICML | Understanding Synthetic Context Extension via Retrieval Heads | Xinyu Zhao; Fangcong Yin; Greg Durrett | ICML 2025 poster | https://openreview.net/forum?id=dNnA8ahuTY | icml2025.csv |
2,025 | ICML | The Illusion of Role Separation: Hidden Shortcuts in LLM Role Learning (and How to Fix Them) | Zihao Wang; Yibo Jiang; Jiahao Yu; Heqing Huang | ICML 2025 poster | https://openreview.net/forum?id=CAurIUGjkb | icml2025.csv |
2,025 | ICML | Safely Learning Optimal Auctions: A Testable Learning Framework for Mechanism Design | Vikram Kher; Manolis Zampetakis | ICML 2025 poster | https://openreview.net/forum?id=ihRwpPYoKM | icml2025.csv |
2,025 | ICML | TraceGrad: a Framework Learning Expressive SO(3)-equivariant Non-linear Representations for Electronic-Structure Hamiltonian Prediction | Shi Yin; Xinyang Pan; Fengyan Wang; Lixin He | ICML 2025 poster | https://openreview.net/forum?id=sezgRffNiS | icml2025.csv |
2,025 | ICML | SlimLLM: Accurate Structured Pruning for Large Language Models | Jialong Guo; Xinghao Chen; Yehui Tang; Yunhe Wang | ICML 2025 poster | https://openreview.net/forum?id=2xjUkU7FDb | icml2025.csv |
2,025 | ICML | Structure-Guided Large Language Models for Text-to-SQL Generation | Qinggang Zhang; Hao Chen; Junnan Dong; Shengyuan Chen; Feiran Huang; Xiao Huang | ICML 2025 poster | https://openreview.net/forum?id=gT8JSEFqaS | icml2025.csv |
2,025 | ICML | EGPlace: An Efficient Macro Placement Method via Evolutionary Search with Greedy Repositioning Guided Mutation | ji deng; Zhao Li; Ji Zhang; Jun Gao | ICML 2025 poster | https://openreview.net/forum?id=5rVcKWyvnt | icml2025.csv |
2,025 | ICML | A Trichotomy for List Transductive Online Learning | Steve Hanneke; Amirreza Shaeiri | ICML 2025 poster | https://openreview.net/forum?id=4gUVnk2Hyo | icml2025.csv |
2,025 | ICML | Improving Memory Efficiency for Training KANs via Meta Learning | Zhangchi Zhao; Jun Shu; Deyu Meng; Zongben Xu | ICML 2025 poster | https://openreview.net/forum?id=9biCmI3Mnd | icml2025.csv |
2,025 | ICML | Gradient Descent Converges Arbitrarily Fast for Logistic Regression via Large and Adaptive Stepsizes | Ruiqi Zhang; Jingfeng Wu; Peter Bartlett | ICML 2025 poster | https://openreview.net/forum?id=cufJbug7du | icml2025.csv |
2,025 | ICML | How does Labeling Error Impact Contrastive Learning? A Perspective from Data Dimensionality Reduction | Jun Chen; Hong Chen; Yonghua Yu; Yiming Ying | ICML 2025 poster | https://openreview.net/forum?id=gVnGcm8E3d | icml2025.csv |
2,025 | ICML | Bayesian Neural Scaling Law Extrapolation with Prior-Data Fitted Networks | Dongwoo Lee; Dong Bok Lee; Steven Adriaensen; Juho Lee; Sung Ju Hwang; Frank Hutter; Seon Joo Kim; Hae Beom Lee | ICML 2025 poster | https://openreview.net/forum?id=Xsyrolw1Q1 | icml2025.csv |
2,025 | ICML | Benchmarking Abstract and Reasoning Abilities Through A Theoretical Perspective | Qingchuan Ma; Yuhang Wu; Xiawu Zheng; Rongrong Ji | ICML 2025 poster | https://openreview.net/forum?id=biMO2gWsWS | icml2025.csv |
2,025 | ICML | Online Conformal Prediction via Online Optimization | Felipe Areces; Christopher Mohri; Tatsunori Hashimoto; John Duchi | ICML 2025 poster | https://openreview.net/forum?id=KwGc2JUIDK | icml2025.csv |
2,025 | ICML | When Bad Data Leads to Good Models | Kenneth Li; Yida Chen; Fernanda Viégas; Martin Wattenberg | ICML 2025 poster | https://openreview.net/forum?id=SsLGTZKXf1 | icml2025.csv |
2,025 | ICML | Restoring Calibration for Aligned Large Language Models: A Calibration-Aware Fine-Tuning Approach | Jiancong Xiao; Bojian Hou; Zhanliang Wang; Ruochen Jin; Qi Long; Weijie J Su; Li Shen | ICML 2025 poster | https://openreview.net/forum?id=51tMpvPNSm | icml2025.csv |
2,025 | ICML | Rethinking Point Cloud Data Augmentation: Topologically Consistent Deformation | Jian Bi; Qianliang Wu; Xiang Li; Shuo Chen; Jianjun Qian; lei luo; Jian Yang | ICML 2025 poster | https://openreview.net/forum?id=oDPtv1RveE | icml2025.csv |
2,025 | ICML | Evaluating Judges as Evaluators: The JETTS Benchmark of LLM-as-Judges as Test-Time Scaling Evaluators | Yilun Zhou; Austin Xu; PeiFeng Wang; Caiming Xiong; Shafiq Joty | ICML 2025 poster | https://openreview.net/forum?id=CgJEHynkJt | icml2025.csv |
2,025 | ICML | Generalization Principles for Inference over Text-Attributed Graphs with Large Language Models | Haoyu Peter Wang; Shikun Liu; Rongzhe Wei; Pan Li | ICML 2025 poster | https://openreview.net/forum?id=dfOqiHuklY | icml2025.csv |
2,025 | ICML | Sample-Optimal Agnostic Boosting with Unlabeled Data | Udaya Ghai; Karan Singh | ICML 2025 poster | https://openreview.net/forum?id=hcLeFe7idT | icml2025.csv |
2,025 | ICML | BiMark: Unbiased Multilayer Watermarking for Large Language Models | Xiaoyan Feng; He Zhang; Yanjun Zhang; Leo Yu Zhang; Shirui Pan | ICML 2025 poster | https://openreview.net/forum?id=Zvyb3WAg03 | icml2025.csv |
2,025 | ICML | MedRAX: Medical Reasoning Agent for Chest X-ray | Adibvafa Fallahpour; Jun Ma; Alif Munim; Hongwei Lyu; BO WANG | ICML 2025 poster | https://openreview.net/forum?id=JiFfij5iv0 | icml2025.csv |
2,025 | ICML | Projection Optimization: A General Framework for Multi-Objective and Multi-Group RLHF | Nuoya Xiong; Aarti Singh | ICML 2025 poster | https://openreview.net/forum?id=xHhURhYmgK | icml2025.csv |
2,025 | ICML | Policy-labeled Preference Learning: Is Preference Enough for RLHF? | Taehyun Cho; Seokhun Ju; Seungyub Han; Dohyeong Kim; Kyungjae Lee; Jungwoo Lee | ICML 2025 spotlightposter | https://openreview.net/forum?id=qLfo1sef50 | icml2025.csv |
2,025 | ICML | Fixed-Confidence Multiple Change Point Identification under Bandit Feedback | Joseph Lazzaro; Ciara Pike-Burke | ICML 2025 poster | https://openreview.net/forum?id=HMequFD3Uz | icml2025.csv |
2,025 | ICML | Implicit Subgraph Neural Network | Yongjian Zhong; Liao Zhu; Hieu Vu; Bijaya Adhikari | ICML 2025 poster | https://openreview.net/forum?id=QhCb3FAQi2 | icml2025.csv |
2,025 | ICML | Bellman Unbiasedness: Toward Provably Efficient Distributional Reinforcement Learning with General Value Function Approximation | Taehyun Cho; Seungyub Han; Seokhun Ju; Dohyeong Kim; Kyungjae Lee; Jungwoo Lee | ICML 2025 poster | https://openreview.net/forum?id=CAvnZQgrLu | icml2025.csv |
2,025 | ICML | Online Detection of LLM-Generated Texts via Sequential Hypothesis Testing by Betting | Can Chen; Jun-Kun Wang | ICML 2025 poster | https://openreview.net/forum?id=khFk7sdv9o | icml2025.csv |
2,025 | ICML | Improved Last-Iterate Convergence of Shuffling Gradient Methods for Nonsmooth Convex Optimization | Zijian Liu; Zhengyuan Zhou | ICML 2025 poster | https://openreview.net/forum?id=BdQKHcrBxT | icml2025.csv |
2,025 | ICML | EFDTR: Learnable Elliptical Fourier Descriptor Transformer for Instance Segmentation | Jiawei Cao; Chaochen Gu; Hao Cheng; Xiaofeng Zhang; Kaijie Wu; Changsheng Lu | ICML 2025 poster | https://openreview.net/forum?id=nSldadGGY5 | icml2025.csv |
2,025 | ICML | Generalized Random Forests Using Fixed-Point Trees | David Fleischer; David A. Stephens; Archer Y. Yang | ICML 2025 spotlightposter | https://openreview.net/forum?id=1w0Zp99dnX | icml2025.csv |
2,025 | ICML | TGDPO: Harnessing Token-Level Reward Guidance for Enhancing Direct Preference Optimization | Mingkang Zhu; Xi Chen; Zhongdao Wang; Bei Yu; Hengshuang Zhao; Jiaya Jia | ICML 2025 poster | https://openreview.net/forum?id=TKHWvyzR1t | icml2025.csv |
2,025 | ICML | Sample, Scrutinize and Scale: Effective Inference-Time Search by Scaling Verification | Eric Zhao; Pranjal Awasthi; Sreenivas Gollapudi | ICML 2025 poster | https://openreview.net/forum?id=wl3eI4wiE5 | icml2025.csv |
2,025 | ICML | Understanding the Statistical Accuracy-Communication Trade-off in Personalized Federated Learning with Minimax Guarantees | Xin Yu; Zelin He; Ying Sun; Lingzhou Xue; Runze Li | ICML 2025 poster | https://openreview.net/forum?id=MM6ZWF7gl9 | icml2025.csv |
2,025 | ICML | Scaling Laws for Differentially Private Language Models | Ryan McKenna; Yangsibo Huang; Amer Sinha; Borja Balle; Zachary Charles; Christopher A. Choquette-Choo; Badih Ghazi; Georgios Kaissis; Ravi Kumar; Ruibo Liu; Da Yu; Chiyuan Zhang | ICML 2025 poster | https://openreview.net/forum?id=DE6dqmcmQ9 | icml2025.csv |
2,025 | ICML | Pareto-Optimal Fronts for Benchmarking Symbolic Regression Algorithms | Kei Sen Fong; Mehul Motani | ICML 2025 poster | https://openreview.net/forum?id=mvbWw0w7pG | icml2025.csv |
2,025 | ICML | Faster Global Minimum Cut with Predictions | Helia Niaparast; Benjamin Moseley; Karan Singh | ICML 2025 poster | https://openreview.net/forum?id=FeZoO7mfG7 | icml2025.csv |
2,025 | ICML | FEAT-KD: Learning Concise Representations for Single and Multi-Target Regression via TabNet Knowledge Distillation | Kei Sen Fong; Mehul Motani | ICML 2025 poster | https://openreview.net/forum?id=ApVH0G4l6P | icml2025.csv |
2,025 | ICML | Action-Minimization Meets Generative Modeling: Efficient Transition Path Sampling with the Onsager-Machlup Functional | Sanjeev Raja; Martin Sipka; Michael Psenka; Tobias Kreiman; Michal Pavelka; Aditi S. Krishnapriyan | ICML 2025 poster | https://openreview.net/forum?id=QwoGfQzuMa | icml2025.csv |
2,025 | ICML | Long-Term TalkingFace Generation via Motion-Prior Conditional Diffusion Model | Fei Shen; Cong Wang; Junyao Gao; Qin Guo; Jisheng Dang; Jinhui Tang; Tat-Seng Chua | ICML 2025 poster | https://openreview.net/forum?id=aINERD9MzJ | icml2025.csv |
2,025 | ICML | Adjoint Sampling: Highly Scalable Diffusion Samplers via Adjoint Matching | Aaron J Havens; Benjamin Kurt Miller; Bing Yan; Carles Domingo-Enrich; Anuroop Sriram; Daniel S. Levine; Brandon M Wood; Bin Hu; Brandon Amos; Brian Karrer; Xiang Fu; Guan-Horng Liu; Ricky T. Q. Chen | ICML 2025 poster | https://openreview.net/forum?id=6Eg1OrHmg2 | icml2025.csv |
2,025 | ICML | Confounder-Free Continual Learning via Recursive Feature Normalization | Yash Shah; Camila Gonzalez; Mohammad H. Abbasi; Qingyu Zhao; Kilian M. Pohl; Ehsan Adeli | ICML 2025 poster | https://openreview.net/forum?id=7zrS5hHlfY | icml2025.csv |
2,025 | ICML | Train for the Worst, Plan for the Best: Understanding Token Ordering in Masked Diffusions | Jaeyeon Kim; Kulin Shah; Vasilis Kontonis; Sham M. Kakade; Sitan Chen | ICML 2025 oral | https://openreview.net/forum?id=DjJmre5IkP | icml2025.csv |
2,025 | ICML | Reliable and Efficient Amortized Model-based Evaluation | Sang T. Truong; Yuheng Tu; Percy Liang; Bo Li; Sanmi Koyejo | ICML 2025 poster | https://openreview.net/forum?id=HDbWrsgkB9 | icml2025.csv |
2,025 | ICML | Hybrid Spiking Vision Transformer for Object Detection with Event Cameras | Qi Xu; Jie Deng; Jiangrong Shen; Biwu Chen; Huajin Tang; Gang Pan | ICML 2025 poster | https://openreview.net/forum?id=WZKcJZWG3P | icml2025.csv |
2,025 | ICML | PDE-Controller: LLMs for Autoformalization and Reasoning of PDEs | Mauricio Soroco; Jialin Song; Mengzhou Xia; Kye Emond; Weiran Sun; Wuyang Chen | ICML 2025 poster | https://openreview.net/forum?id=7epYTVsWEI | icml2025.csv |
2,025 | ICML | Making Hard Problems Easier with Custom Data Distributions and Loss Regularization: A Case Study in Modular Arithmetic | Eshika Saxena; Alberto Alfarano; Emily Wenger; Kristin E. Lauter | ICML 2025 poster | https://openreview.net/forum?id=le8hVvWi6Q | icml2025.csv |
2,025 | ICML | Attention-Level Speculation | Jack Cai; Ammar Vora; Randolph Zhang; Mark O'Connor; Mark C. Jeffrey | ICML 2025 poster | https://openreview.net/forum?id=4OszSYdsgO | icml2025.csv |
2,025 | ICML | Prediction-Powered E-Values | Daniel Csillag; Claudio Jose Struchiner; Guilherme Tegoni Goedert | ICML 2025 poster | https://openreview.net/forum?id=rkegUc8d0c | icml2025.csv |
2,025 | ICML | RAGGED: Towards Informed Design of Scalable and Stable RAG Systems | Jennifer Hsia; Afreen Shaikh; Zora Zhiruo Wang; Graham Neubig | ICML 2025 poster | https://openreview.net/forum?id=4ufjBV6S4I | icml2025.csv |
2,025 | ICML | H-Tuning: Toward Low-Cost and Efficient ECG-based Cardiovascular Disease Detection with Pre-Trained Models | Rushuang Zhou; Yuanting Zhang; Yining Dong | ICML 2025 poster | https://openreview.net/forum?id=RLu1QIPiVr | icml2025.csv |
2,025 | ICML | On Learning Parallel Pancakes with Mostly Uniform Weights | Ilias Diakonikolas; Daniel Kane; Sushrut Karmalkar; Jasper C.H. Lee; Thanasis Pittas | ICML 2025 spotlightposter | https://openreview.net/forum?id=jNCTdUsQaC | icml2025.csv |
2,025 | ICML | How Do Transformers Learn Variable Binding in Symbolic Programs? | Yiwei Wu; Atticus Geiger; Raphaël Millière | ICML 2025 poster | https://openreview.net/forum?id=kVtyv7bpnw | icml2025.csv |
2,025 | ICML | One Stone, Two Birds: Enhancing Adversarial Defense Through the Lens of Distributional Discrepancy | Jiacheng Zhang; Benjamin I. P. Rubinstein; Jingfeng Zhang; Feng Liu | ICML 2025 poster | https://openreview.net/forum?id=pb4om8rWRQ | icml2025.csv |
2,025 | ICML | Multimodal Medical Code Tokenizer | Xiaorui Su; Shvat Messica; Yepeng Huang; Ruth Johnson; Lukas Fesser; Shanghua Gao; Faryad Sahneh; Marinka Zitnik | ICML 2025 poster | https://openreview.net/forum?id=UaTrcei5Ba | icml2025.csv |
2,025 | ICML | ELEMENTAL: Interactive Learning from Demonstrations and Vision-Language Models for Reward Design in Robotics | Letian Chen; Nina Marie Moorman; Matthew Craig Gombolay | ICML 2025 poster | https://openreview.net/forum?id=grlezgVg4s | icml2025.csv |
2,025 | ICML | Tight and Fast Bounds for Multi-Label Learning | Yi-Fan Zhang; Min-Ling Zhang | ICML 2025 poster | https://openreview.net/forum?id=rcqVuXU2Gm | icml2025.csv |
2,025 | ICML | LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models | Dachuan Shi; Yonggan Fu; Xiangchi Yuan; Zhongzhi Yu; Haoran You; Sixu Li; Xin Dong; Jan Kautz; Pavlo Molchanov; Yingyan Celine Lin | ICML 2025 poster | https://openreview.net/forum?id=SDjZtxDo35 | icml2025.csv |
2,025 | ICML | CSG-ODE: ControlSynth Graph ODE For Modeling Complex Evolution of Dynamic Graphs | Zhiqiang Wang; Xiaoyi Wang; Jianqing Liang | ICML 2025 poster | https://openreview.net/forum?id=7hEZd8Rtlh | icml2025.csv |
2,025 | ICML | Unlocking the Power of Rehearsal in Continual Learning: A Theoretical Perspective | Junze Deng; Qinhang Wu; Peizhong Ju; Sen Lin; Yingbin Liang; Ness Shroff | ICML 2025 poster | https://openreview.net/forum?id=p6nhzZ9ilZ | icml2025.csv |
2,025 | ICML | Weak-to-Strong Generalization Even in Random Feature Networks, Provably | Marko Medvedev; Kaifeng Lyu; Dingli Yu; Sanjeev Arora; Zhiyuan Li; Nathan Srebro | ICML 2025 poster | https://openreview.net/forum?id=OUzDIhgiqr | icml2025.csv |
2,025 | ICML | Identification of Latent Confounders via Investigating the Tensor Ranks of the Nonlinear Observations | Zhengming Chen; Yewei Xia; Feng Xie; Jie Qiao; Zhifeng Hao; Ruichu Cai; Kun Zhang | ICML 2025 poster | https://openreview.net/forum?id=WH3ZRH2jno | icml2025.csv |
2,025 | ICML | Disentangling and Integrating Relational and Sensory Information in Transformer Architectures | Awni Altabaa; John Lafferty | ICML 2025 poster | https://openreview.net/forum?id=lbrqeIipJr | icml2025.csv |
2,025 | ICML | Sample-specific Noise Injection for Diffusion-based Adversarial Purification | Yuhao Sun; Jiacheng Zhang; Zesheng Ye; Chaowei Xiao; Feng Liu | ICML 2025 poster | https://openreview.net/forum?id=6nbcwJVZNy | icml2025.csv |
2,025 | ICML | NestQuant: nested lattice quantization for matrix products and LLMs | Semyon Savkin; Eitan Porat; Or Ordentlich; Yury Polyanskiy | ICML 2025 poster | https://openreview.net/forum?id=4OWGON33HE | icml2025.csv |
2,025 | ICML | Interpolating Neural Network-Tensor Decomposition (INN-TD): a scalable and interpretable approach for large-scale physics-based problems | Jiachen Guo; Xiaoyu Xie; Chanwook Park; Hantao Zhang; Matthew J. Politis; Gino Domel; Wing Kam Liu | ICML 2025 poster | https://openreview.net/forum?id=xfWYB81p5O | icml2025.csv |
2,025 | ICML | MetaOptimize: A Framework for Optimizing Step Sizes and Other Meta-parameters | Arsalan Sharifnassab; Saber Salehkaleybar; Richard S. Sutton | ICML 2025 poster | https://openreview.net/forum?id=H78W6bTkuZ | icml2025.csv |
2,025 | ICML | Calibrating Video Watch-time Predictions with Credible Prototype Alignment | Chao Cui; Shisong Tang; Fan Li; Jiechao Gao; Hechang Chen | ICML 2025 poster | https://openreview.net/forum?id=aYUjVw9zcO | icml2025.csv |
2,025 | ICML | Auditing Prompt Caching in Language Model APIs | Chenchen Gu; Xiang Lisa Li; Rohith Kuditipudi; Percy Liang; Tatsunori Hashimoto | ICML 2025 poster | https://openreview.net/forum?id=gUj2fxQcLZ | icml2025.csv |
2,025 | ICML | Tensor Product Neural Networks for Functional ANOVA Model | Seokhun Park; Insung Kong; yongchan Choi; Chanmoo Park; Yongdai Kim | ICML 2025 poster | https://openreview.net/forum?id=Ci3nWnys6T | icml2025.csv |
2,025 | ICML | Instruction-Following Pruning for Large Language Models | Bairu Hou; Qibin Chen; Jianyu Wang; Guoli Yin; Chong Wang; Nan Du; Ruoming Pang; Shiyu Chang; Tao Lei | ICML 2025 poster | https://openreview.net/forum?id=juARG7yu4P | icml2025.csv |
2,025 | ICML | Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities | Sreyan Ghosh; Zhifeng Kong; Sonal Kumar; S Sakshi; Jaehyeon Kim; Wei Ping; Rafael Valle; Dinesh Manocha; Bryan Catanzaro | ICML 2025 poster | https://openreview.net/forum?id=xWu5qpDK6U | icml2025.csv |
2,025 | ICML | It's My Data Too: Private ML for Datasets with Multi-User Training Examples | Arun Ganesh; Ryan McKenna; Hugh Brendan McMahan; Adam Smith; Fan Wu | ICML 2025 poster | https://openreview.net/forum?id=8bGEHOTvmq | icml2025.csv |
2,025 | ICML | Understanding the Kronecker Matrix-Vector Complexity of Linear Algebra | Raphael A Meyer; William Joseph Swartworth; David Woodruff | ICML 2025 poster | https://openreview.net/forum?id=2qTwKMDAsD | icml2025.csv |
2,025 | ICML | Statistical Test for Feature Selection Pipelines by Selective Inference | Tomohiro Shiraishi; Tatsuya Matsukawa; Shuichi Nishino; Ichiro Takeuchi | ICML 2025 oral | https://openreview.net/forum?id=4EYwwVuhtG | icml2025.csv |
2,025 | ICML | Fair Clustering via Alignment | Kunwoong Kim; Jihu Lee; Sangchul Park; Yongdai Kim | ICML 2025 poster | https://openreview.net/forum?id=jImlK83NmV | icml2025.csv |
2,025 | ICML | Monte Carlo Tree Diffusion for System 2 Planning | Jaesik Yoon; Hyeonseo Cho; Doojin Baek; Yoshua Bengio; Sungjin Ahn | ICML 2025 spotlightposter | https://openreview.net/forum?id=XrCbBdycDc | icml2025.csv |
2,025 | ICML | Computing Voting Rules with Improvement Feedback | Evi Micha; Vasilis Varsamis | ICML 2025 poster | https://openreview.net/forum?id=VFI7HottBp | icml2025.csv |
2,025 | ICML | Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models | Yuan Li; Zhengzhong Liu; Eric P. Xing | ICML 2025 poster | https://openreview.net/forum?id=19kqoNoc2N | icml2025.csv |
2,025 | ICML | Protriever: End-to-End Differentiable Protein Homology Search for Fitness Prediction | Ruben Weitzman; Peter Mørch Groth; Lood Van Niekerk; Aoi Otani; Yarin Gal; Debora Susan Marks; Pascal Notin | ICML 2025 poster | https://openreview.net/forum?id=GZ7gwOZ6Or | icml2025.csv |
2,025 | ICML | Settling the Maximin Share Fairness for Scheduling among Groups of Machines | Bo Li; Fangxiao Wang; Xing Shiji | ICML 2025 poster | https://openreview.net/forum?id=Z4I9cf7WY6 | icml2025.csv |
2,025 | ICML | When can in-context learning generalize out of task distribution? | Chase Goddard; Lindsay M. Smith; Vudtiwat Ngampruetikorn; David J. Schwab | ICML 2025 poster | https://openreview.net/forum?id=YKyza9lrv4 | icml2025.csv |
2,025 | ICML | Bayesian Inference for Correlated Human Experts and Classifiers | Markelle Kelly; Alex James Boyd; Sam Showalter; Mark Steyvers; Padhraic Smyth | ICML 2025 poster | https://openreview.net/forum?id=sw2pUzbTf1 | icml2025.csv |
2,025 | ICML | SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning | Jinpeng Chen; Runmin Cong; Yuzhi Zhao; Hongzheng Yang; Guangneng Hu; Horace Ip; Sam Kwong | ICML 2025 poster | https://openreview.net/forum?id=teJdFzLnKh | icml2025.csv |
2,025 | ICML | Structured Preconditioners in Adaptive Optimization: A Unified Analysis | Shuo Xie; Tianhao Wang; Sashank J. Reddi; Sanjiv Kumar; Zhiyuan Li | ICML 2025 poster | https://openreview.net/forum?id=GzS6b5Xvvu | icml2025.csv |
2,025 | ICML | Synthesizing Privacy-Preserving Text Data via Finetuning *without* Finetuning Billion-Scale LLMs | Bowen Tan; Zheng Xu; Eric P. Xing; Zhiting Hu; Shanshan Wu | ICML 2025 poster | https://openreview.net/forum?id=FCm4laCLiH | icml2025.csv |
2,025 | ICML | CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition | Zebin Wang; Menghan Lin; Bolin Shen; Ken Anderson; Molei Liu; Tianxi Cai; Yushun Dong | ICML 2025 poster | https://openreview.net/forum?id=HnXElKZdEh | icml2025.csv |
2,025 | ICML | Observation Interference in Partially Observable Assistance Games | Scott Emmons; Caspar Oesterheld; Vincent Conitzer; Stuart Russell | ICML 2025 poster | https://openreview.net/forum?id=rjZ2SWjwwB | icml2025.csv |
2,025 | ICML | All-Purpose Mean Estimation over R: Optimal Sub-Gaussianity with Outlier Robustness and Low Moments Performance | Jasper C.H. Lee; Walter McKelvie; Maoyuan Song; Paul Valiant | ICML 2025 oral | https://openreview.net/forum?id=qR7YsQdFxV | icml2025.csv |
2,025 | ICML | Decision Theoretic Foundations for Conformal Prediction: Optimal Uncertainty Quantification for Risk-Averse Agents | Shayan Kiyani; George J. Pappas; Aaron Roth; Hamed Hassani | ICML 2025 spotlightposter | https://openreview.net/forum?id=Ukjl86EsIk | icml2025.csv |
2,025 | ICML | Feasible Action Search for Bandit Linear Programs via Thompson Sampling | Aditya Gangrade; Aldo Pacchiano; Clayton Scott; Venkatesh Saligrama | ICML 2025 poster | https://openreview.net/forum?id=GrF14Q0DNW | icml2025.csv |
2,025 | ICML | SafetyAnalyst: Interpretable, Transparent, and Steerable Safety Moderation for AI Behavior | Jing-Jing Li; Valentina Pyatkin; Max Kleiman-Weiner; Liwei Jiang; Nouha Dziri; Anne Collins; Jana Schaich Borg; Maarten Sap; Yejin Choi; Sydney Levine | ICML 2025 poster | https://openreview.net/forum?id=WUGrleBcYP | icml2025.csv |
2,025 | ICML | Algorithms with Calibrated Machine Learning Predictions | Judy Hanwen Shen; Ellen Vitercik; Anders Wikum | ICML 2025 spotlightposter | https://openreview.net/forum?id=Obet2x6GNl | icml2025.csv |
2,025 | ICML | Introducing 3D Representation for Dense Volume-to-Volume Translation via Score Fusion | Xiyue Zhu; Dou Hoon Kwark; Ruike Zhu; Kaiwen Hong; Yiqi Tao; Shirui Luo; Yudu Li; Zhi-Pei Liang; Volodymyr Kindratenko | ICML 2025 poster | https://openreview.net/forum?id=UHVk08XFkX | icml2025.csv |
2,025 | ICML | LowRA: Accurate and Efficient LoRA Fine-Tuning of LLMs under 2 Bits | Zikai Zhou; Qizheng Zhang; Hermann Kumbong; Kunle Olukotun | ICML 2025 poster | https://openreview.net/forum?id=Fm0nDMKBwC | icml2025.csv |
2,025 | ICML | Breaking the Barrier of Hard Samples: A Data-Centric Approach to Synthetic Data for Medical Tasks | MAYNARA DONATO DE SOUZA; Cleber Zanchettin | ICML 2025 poster | https://openreview.net/forum?id=SJkpCMeIxu | icml2025.csv |
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