year int64 | conference string | title string | authors string | venue_or_track string | url string | source_file string |
|---|---|---|---|---|---|---|
2,025 | ICML | ProofAug: Efficient Neural Theorem Proving via Fine-grained Proof Structure Analysis | Haoxiong Liu; Jiacheng Sun; Zhenguo Li; Andrew C Yao | ICML 2025 poster | https://openreview.net/forum?id=GCjsjnl8yA | icml2025.csv |
2,025 | ICML | Does Low Rank Adaptation Lead to Lower Robustness against Training-Time Attacks? | Zi Liang; Haibo Hu; Qingqing Ye; Yaxin Xiao; RongHua Li | ICML 2025 poster | https://openreview.net/forum?id=l6uwlGANSz | icml2025.csv |
2,025 | ICML | DocKS-RAG: Optimizing Document-Level Relation Extraction through LLM-Enhanced Hybrid Prompt Tuning | Xiaolong Xu; Yibo Zhou; Haolong Xiang; Xiaoyong Li; Xuyun Zhang; Lianyong Qi; Wanchun Dou | ICML 2025 poster | https://openreview.net/forum?id=SVl9tIADWV | icml2025.csv |
2,025 | ICML | An Efficient Pruner for Large Language Model with Theoretical Guarantee | Canhong Wen; Yihong Zuo; Wenliang Pan | ICML 2025 poster | https://openreview.net/forum?id=nh9mBCYeF7 | icml2025.csv |
2,025 | ICML | Behavior-Regularized Diffusion Policy Optimization for Offline Reinforcement Learning | Chen-Xiao Gao; Chenyang Wu; Mingjun Cao; Chenjun Xiao; Yang Yu; Zongzhang Zhang | ICML 2025 poster | https://openreview.net/forum?id=pUCYJ9JJuZ | icml2025.csv |
2,025 | ICML | CurvGAD: Leveraging Curvature for Enhanced Graph Anomaly Detection | Karish Grover; Geoffrey J. Gordon; Christos Faloutsos | ICML 2025 poster | https://openreview.net/forum?id=O3dsbpAcqJ | icml2025.csv |
2,025 | ICML | Reasoning Through Execution: Unifying Process and Outcome Rewards for Code Generation | Zhuohao Yu; Weizheng Gu; Yidong Wang; Xingru Jiang; Zhengran Zeng; Jindong Wang; Wei Ye; Shikun Zhang | ICML 2025 poster | https://openreview.net/forum?id=pLQtovjXiw | icml2025.csv |
2,025 | ICML | MMInference: Accelerating Pre-filling for Long-Context Visual Language Models via Modality-Aware Permutation Sparse Attention | Yucheng Li; Huiqiang Jiang; Chengruidong Zhang; Qianhui Wu; Xufang Luo; Surin Ahn; Amir H. Abdi; Dongsheng Li; Jianfeng Gao; Yuqing Yang; Lili Qiu | ICML 2025 poster | https://openreview.net/forum?id=me6PfbATWM | icml2025.csv |
2,025 | ICML | Learning Dynamics under Environmental Constraints via Measurement-Induced Bundle Structures | Dongzhe Zheng; Wenjie Mei | ICML 2025 spotlightposter | https://openreview.net/forum?id=mwSBIlNLdQ | icml2025.csv |
2,025 | ICML | How Much Can We Forget about Data Contamination? | Sebastian Bordt; Suraj Srinivas; Valentyn Boreiko; Ulrike von Luxburg | ICML 2025 poster | https://openreview.net/forum?id=Pf0PaYS9KG | icml2025.csv |
2,025 | ICML | The Generalized Skew Spectrum of Graphs | Armando Bellante; Martin Plávala; Alessandro Luongo | ICML 2025 poster | https://openreview.net/forum?id=URm4JsuHaf | icml2025.csv |
2,025 | ICML | On the Provable Separation of Scales in Maximal Update Parameterization | Letong Hong; Zhangyang Wang | ICML 2025 poster | https://openreview.net/forum?id=csB1njlpjM | icml2025.csv |
2,025 | ICML | Latent Score-Based Reweighting for Robust Classification on Imbalanced Tabular Data | Yunze Tong; Fengda Zhang; Zihao Tang; Kaifeng Gao; Kai Huang; Pengfei Lyu; Jun Xiao; Kun Kuang | ICML 2025 poster | https://openreview.net/forum?id=nnO4TpeUnH | icml2025.csv |
2,025 | ICML | Low-distortion and GPU-compatible Tree Embeddings in Hyperbolic Space | Max van Spengler; Pascal Mettes | ICML 2025 poster | https://openreview.net/forum?id=47ghX0qpYW | icml2025.csv |
2,025 | ICML | Posterior Inference with Diffusion Models for High-dimensional Black-box Optimization | Taeyoung Yun; Kiyoung Om; Jaewoo Lee; Sujin Yun; Jinkyoo Park | ICML 2025 poster | https://openreview.net/forum?id=EXds2NBOoq | icml2025.csv |
2,025 | ICML | Physics-Informed Weakly Supervised Learning For Interatomic Potentials | Makoto Takamoto; Viktor Zaverkin; Mathias Niepert | ICML 2025 poster | https://openreview.net/forum?id=dlshKV0S9t | icml2025.csv |
2,025 | ICML | OptMATH: A Scalable Bidirectional Data Synthesis Framework for Optimization Modeling | Hongliang Lu; Zhonglin Xie; Yaoyu Wu; Can Ren; Yuxuan Chen; Zaiwen Wen | ICML 2025 poster | https://openreview.net/forum?id=9P5e6iE4WK | icml2025.csv |
2,025 | ICML | Non-Stationary Predictions May Be More Informative: Exploring Pseudo-Labels with a Two-Phase Pattern of Training Dynamics | Hongbin Pei; Jingxin Hai; Yu Li; Huiqi Deng; Denghao Ma; Jie Ma; Pinghui Wang; Jing Tao; Xiaohong Guan | ICML 2025 poster | https://openreview.net/forum?id=Xcnbtxns0V | icml2025.csv |
2,025 | ICML | Is Best-of-N the Best of Them? Coverage, Scaling, and Optimality in Inference-Time Alignment | Audrey Huang; Adam Block; Qinghua Liu; Nan Jiang; Akshay Krishnamurthy; Dylan J Foster | ICML 2025 poster | https://openreview.net/forum?id=QnjfkhrbYK | icml2025.csv |
2,025 | ICML | Diving into Self-Evolving Training for Multimodal Reasoning | Wei Liu; Junlong Li; Xiwen Zhang; Fan Zhou; Yu Cheng; Junxian He | ICML 2025 poster | https://openreview.net/forum?id=X3ikghfWwD | icml2025.csv |
2,025 | ICML | SIMPLEMIX: Frustratingly Simple Mixing of Off- and On-policy Data in Language Model Preference Learning | Tianjian Li; Daniel Khashabi | ICML 2025 poster | https://openreview.net/forum?id=ucU1o3PNB0 | icml2025.csv |
2,025 | ICML | Learning Joint Interventional Effects from Single-Variable Interventions in Additive Models | Armin Kekić; Sergio Hernan Garrido Mejia; Bernhard Schölkopf | ICML 2025 poster | https://openreview.net/forum?id=i0m3hToUwf | icml2025.csv |
2,025 | ICML | Causality Inspired Federated Learning for OOD Generalization | Jiayuan Zhang; Xuefeng Liu; Jianwei Niu; Shaojie Tang; Haotian Yang; Xinghao Wu | ICML 2025 poster | https://openreview.net/forum?id=pWWUJw2qew | icml2025.csv |
2,025 | ICML | Policy Gradient with Tree Expansion | Gal Dalal; Assaf Hallak; Gugan Thoppe; Shie Mannor; Gal Chechik | ICML 2025 poster | https://openreview.net/forum?id=yiZtLtvW9S | icml2025.csv |
2,025 | ICML | The Ripple Effect: On Unforeseen Complications of Backdoor Attacks | Rui Zhang; Yun Shen; Hongwei Li; Wenbo Jiang; Hanxiao Chen; Yuan Zhang; Guowen Xu; Yang Zhang | ICML 2025 poster | https://openreview.net/forum?id=sw1Sm72dmV | icml2025.csv |
2,025 | ICML | Average Sensitivity of Hierarchical $k$-Median Clustering | Shijie Li; Weiqiang He; Ruobing Bai; Pan Peng | ICML 2025 poster | https://openreview.net/forum?id=6BJFle1f23 | icml2025.csv |
2,025 | ICML | Heavy-Tailed Linear Bandits: Huber Regression with One-Pass Update | Jing Wang; Yu-Jie Zhang; Peng Zhao; Zhi-Hua Zhou | ICML 2025 poster | https://openreview.net/forum?id=9B5pBbzCwQ | icml2025.csv |
2,025 | ICML | One-dimensional Path Convolution | Xuanshu Luo; Martin Werner | ICML 2025 poster | https://openreview.net/forum?id=9aEYGpSV6v | icml2025.csv |
2,025 | ICML | WATCH: Adaptive Monitoring for AI Deployments via Weighted-Conformal Martingales | Drew Prinster; Xing Han; Anqi Liu; Suchi Saria | ICML 2025 poster | https://openreview.net/forum?id=GMjkK2CKx5 | icml2025.csv |
2,025 | ICML | Discrete Neural Algorithmic Reasoning | Gleb Rodionov; Liudmila Prokhorenkova | ICML 2025 poster | https://openreview.net/forum?id=Inrv8EXylW | icml2025.csv |
2,025 | ICML | Outlier-Aware Post-Training Quantization for Discrete Graph Diffusion Models | Zheng Gong; Ying Sun | ICML 2025 poster | https://openreview.net/forum?id=w5fONAEwra | icml2025.csv |
2,025 | ICML | Improving LLMs for Recommendation with Out-Of-Vocabulary Tokens | Ting-Ji Huang; Jia-Qi Yang; Chunxu Shen; Kai-Qi Liu; De-Chuan Zhan; Han-Jia Ye | ICML 2025 poster | https://openreview.net/forum?id=cerqDkPLx7 | icml2025.csv |
2,025 | ICML | Sable: a Performant, Efficient and Scalable Sequence Model for MARL | Omayma Mahjoub; Sasha Abramowitz; Ruan John de Kock; Wiem Khlifi; Simon Verster Du Toit; Jemma Daniel; Louay Ben Nessir; Louise Beyers; Juan Claude Formanek; Liam Clark; Arnu Pretorius | ICML 2025 poster | https://openreview.net/forum?id=CAbuWU44ky | icml2025.csv |
2,025 | ICML | Subspace Optimization for Large Language Models with Convergence Guarantees | Yutong He; Pengrui Li; Yipeng Hu; Chuyan Chen; Kun Yuan | ICML 2025 poster | https://openreview.net/forum?id=4BARFrWnTI | icml2025.csv |
2,025 | ICML | Conformity Score Averaging for Classification | Rui Luo; Zhixin Zhou | ICML 2025 poster | https://openreview.net/forum?id=Pvfd7NiUS6 | icml2025.csv |
2,025 | ICML | Efficiently Access Diffusion Fisher: Within the Outer Product Span Space | Fangyikang Wang; Hubery Yin; Shaobin Zhuang; Huminhao Zhu; Yinan Li; Lei Qian; Chao Zhang; Hanbin Zhao; Hui Qian; Chen Li | ICML 2025 poster | https://openreview.net/forum?id=b3xzkfd0G1 | icml2025.csv |
2,025 | ICML | Flat-LoRA: Low-Rank Adaptation over a Flat Loss Landscape | Tao Li; Zhengbao He; Yujun Li; Yasheng Wang; Lifeng Shang; Xiaolin Huang | ICML 2025 poster | https://openreview.net/forum?id=3Qj3xSwN2I | icml2025.csv |
2,025 | ICML | Efficient Core-set Selection for Deep Learning Through Squared Loss Minimization | Jianting Chen | ICML 2025 poster | https://openreview.net/forum?id=UeGo9RmpRY | icml2025.csv |
2,025 | ICML | Nemotron-CORTEXA: Enhancing LLM Agents for Software Engineering Tasks via Improved Localization and Solution Diversity | Atefeh Sohrabizadeh; Jialin Song; Mingjie Liu; Rajarshi Roy; Chankyu Lee; Jonathan Raiman; Bryan Catanzaro | ICML 2025 poster | https://openreview.net/forum?id=k6p8UKRdH7 | icml2025.csv |
2,025 | ICML | Optimization Proxies using Limited Labeled Data and Training Time -- A Semi-Supervised Bayesian Neural Network Approach | Parikshit Pareek; Abhijith Jayakumar; Kaarthik Sundar; Sidhant Misra; Deepjyoti Deka | ICML 2025 poster | https://openreview.net/forum?id=Jnpgx8OzfD | icml2025.csv |
2,025 | ICML | CodeIO: Condensing Reasoning Patterns via Code Input-Output Prediction | Junlong Li; Daya Guo; Dejian Yang; Runxin Xu; Yu Wu; Junxian He | ICML 2025 oral | https://openreview.net/forum?id=feIaF6vYFl | icml2025.csv |
2,025 | ICML | Banyan: Improved Representation Learning with Explicit Structure | Mattia Opper; Siddharth N | ICML 2025 poster | https://openreview.net/forum?id=4UF0zeLwyE | icml2025.csv |
2,025 | ICML | LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding | Xiaoqian Shen; Yunyang Xiong; Changsheng Zhao; Lemeng Wu; Jun Chen; Chenchen Zhu; Zechun Liu; Fanyi Xiao; Balakrishnan Varadarajan; Florian Bordes; Zhuang Liu; Hu Xu; Hyunwoo J. Kim; Bilge Soran; Raghuraman Krishnamoorthi; Mohamed Elhoseiny; Vikas Chandra | ICML 2025 poster | https://openreview.net/forum?id=XzZC4gs1mf | icml2025.csv |
2,025 | ICML | Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment | Cheryl Li; Tianyuan Xu; Steven Y. Guo | ICML 2025 poster | https://openreview.net/forum?id=mMgSxbO4H0 | icml2025.csv |
2,025 | ICML | ReFrame: Layer Caching for Accelerated Inference in Real-Time Rendering | Lufei Liu; Tor M. Aamodt | ICML 2025 poster | https://openreview.net/forum?id=HZCx5EToh9 | icml2025.csv |
2,025 | ICML | End-to-End Learning Framework for Solving Non-Markovian Optimal Control | Xiaole Zhang; Peiyu Zhang; Xiongye Xiao; Shixuan Li; Vasileios Tzoumas; Vijay Gupta; Paul Bogdan | ICML 2025 poster | https://openreview.net/forum?id=1k4dKH1XOz | icml2025.csv |
2,025 | ICML | FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining | Dong Li; Yidi Liu; Xueyang Fu; Jie Huang; Senyan Xu; Qi Zhu; Zheng-Jun Zha | ICML 2025 poster | https://openreview.net/forum?id=uZvQMfA6Rh | icml2025.csv |
2,025 | ICML | Multi-objective Linear Reinforcement Learning with Lexicographic Rewards | Bo Xue; Dake Bu; Ji Cheng; Yuanyu Wan; Qingfu Zhang | ICML 2025 poster | https://openreview.net/forum?id=RTHTyTsRT3 | icml2025.csv |
2,025 | ICML | CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing | Yu Yuan; Shizhao Sun; Qi Liu; Jiang Bian | ICML 2025 poster | https://openreview.net/forum?id=eYBA77XorT | icml2025.csv |
2,025 | ICML | Smooth Interpolation for Improved Discrete Graph Generative Models | Yuxuan Song; Juntong Shi; Jingjing Gong; Minkai Xu; Stefano Ermon; Hao Zhou; Wei-Ying Ma | ICML 2025 poster | https://openreview.net/forum?id=OYUG5SCg6k | icml2025.csv |
2,025 | ICML | Non-stationary Online Learning for Curved Losses: Improved Dynamic Regret via Mixability | Yu-Jie Zhang; Peng Zhao; Masashi Sugiyama | ICML 2025 poster | https://openreview.net/forum?id=TeHF8YjJaw | icml2025.csv |
2,025 | ICML | Janus: Dual-Server Multi-Round Secure Aggregation with Verifiability for Federated Learning | Lang Pu; Jingjing Gu; Chao Lin; Xinyi Huang | ICML 2025 poster | https://openreview.net/forum?id=HdS6tZwwa7 | icml2025.csv |
2,025 | ICML | Residual Matrix Transformers: Scaling the Size of the Residual Stream | Brian Mak; Jeffrey Flanigan | ICML 2025 poster | https://openreview.net/forum?id=RR05ym7DNF | icml2025.csv |
2,025 | ICML | One Leaf Reveals the Season: Occlusion-Based Contrastive Learning with Semantic-Aware Views for Efficient Visual Representation | Xiaoyu Yang; Lijian Xu; Hongsheng Li; Shaoting Zhang | ICML 2025 poster | https://openreview.net/forum?id=toZOqONu9x | icml2025.csv |
2,025 | ICML | Self-supervised Masked Graph Autoencoder via Structure-aware Curriculum | Haoyang Li; Xin Wang; Zeyang Zhang; Zongyuan Wu; Linxin Xiao; Wenwu Zhu | ICML 2025 spotlightposter | https://openreview.net/forum?id=6gX4rP6QJW | icml2025.csv |
2,025 | ICML | BSLoRA: Enhancing the Parameter Efficiency of LoRA with Intra-Layer and Inter-Layer Sharing | Yuhua Zhou; Ruifeng Li; Changhai Zhou; Fei Yang; Aimin PAN | ICML 2025 poster | https://openreview.net/forum?id=IXYBuwCOMl | icml2025.csv |
2,025 | ICML | Code-Generated Graph Representations Using Multiple LLM Agents for Material Properties Prediction | Jiao Huang; Qianli Xing; Jinglong Ji; Bo Yang | ICML 2025 poster | https://openreview.net/forum?id=lvvMwGUam6 | icml2025.csv |
2,025 | ICML | SPHINX: Structural Prediction using Hypergraph Inference Network | Iulia Duta; Pietro Lio | ICML 2025 poster | https://openreview.net/forum?id=sfQJrVb4XM | icml2025.csv |
2,025 | ICML | Cross-City Latent Space Alignment for Consistency Region Embedding | Meng Chen; Hongwei Jia; Zechen Li; Wenzhen Jia; Kai Zhao; Hongjun Dai; Weiming Huang | ICML 2025 poster | https://openreview.net/forum?id=u5yUsOm7qv | icml2025.csv |
2,025 | ICML | Learning Along the Arrow of Time: Hyperbolic Geometry for Backward-Compatible Representation Learning | Ngoc Bui; Menglin Yang; Runjin Chen; Leonardo Neves; Mingxuan Ju; Rex Ying; Neil Shah; Tong Zhao | ICML 2025 poster | https://openreview.net/forum?id=KUphSx7PAC | icml2025.csv |
2,025 | ICML | MxMoE: Mixed-precision Quantization for MoE with Accuracy and Performance Co-Design | Haojie Duanmu; Xiuhong Li; Zhihang Yuan; Size Zheng; Jiangfei Duan; Xingcheng Zhang; Dahua Lin | ICML 2025 poster | https://openreview.net/forum?id=pXoZLGMNDm | icml2025.csv |
2,025 | ICML | Positional Encoding meets Persistent Homology on Graphs | Yogesh Verma; Amauri H Souza; Vikas K Garg | ICML 2025 poster | https://openreview.net/forum?id=1wq7uK5de9 | icml2025.csv |
2,025 | ICML | PARQ: Piecewise-Affine Regularized Quantization | Lisa Jin; Jianhao Ma; Zechun Liu; Andrey Gromov; Aaron Defazio; Lin Xiao | ICML 2025 poster | https://openreview.net/forum?id=8PCxOlwbIn | icml2025.csv |
2,025 | ICML | Less is More: Federated Graph Learning with Alleviating Topology Heterogeneity from A Causal Perspective | Lele Fu; Bowen Deng; Sheng Huang; Tianchi Liao; Shirui Pan; Chuan Chen | ICML 2025 poster | https://openreview.net/forum?id=wleRTUQj07 | icml2025.csv |
2,025 | ICML | Learning from Suboptimal Data in Continuous Control via Auto-Regressive Soft Q-Network | Jijia Liu; Feng Gao; Qingmin Liao; Chao Yu; Yu Wang | ICML 2025 poster | https://openreview.net/forum?id=9LSx4IS9Mx | icml2025.csv |
2,025 | ICML | Chip Placement with Diffusion Models | Vint Lee; Minh Nguyen; Leena Elzeiny; Chun Deng; Pieter Abbeel; John Wawrzynek | ICML 2025 poster | https://openreview.net/forum?id=crCPLUtIuU | icml2025.csv |
2,025 | ICML | Preconditioned Riemannian Gradient Descent Algorithm for Low-Multilinear-Rank Tensor Completion | Yuanwei Zhang; Fengmiao Bian; Xiaoqun Zhang; Jian-Feng Cai | ICML 2025 poster | https://openreview.net/forum?id=pNyodFNPhv | icml2025.csv |
2,025 | ICML | Gradual Transition from Bellman Optimality Operator to Bellman Operator in Online Reinforcement Learning | Motoki Omura; Kazuki Ota; Takayuki Osa; Yusuke Mukuta; Tatsuya Harada | ICML 2025 poster | https://openreview.net/forum?id=aPhRysevbu | icml2025.csv |
2,025 | ICML | MuLan: Adapting Multilingual Diffusion Models for Hundreds of Languages with Negligible Cost | Sen Xing; Muyan Zhong; Zeqiang Lai; Liangchen Li; Jiawen Liu; Yaohui Wang; Jifeng Dai; Wenhai Wang | ICML 2025 poster | https://openreview.net/forum?id=ENSibPAjks | icml2025.csv |
2,025 | ICML | Generative Human Trajectory Recovery via Embedding-Space Conditional Diffusion | Kaijun Liu; Sijie Ruan; Liang Zhang; Cheng Long; Shuliang Wang; liang yu | ICML 2025 poster | https://openreview.net/forum?id=QW6f72tutX | icml2025.csv |
2,025 | ICML | Prior Knowledge Guided Neural Architecture Generation | Jingrong Xie; Han Ji; Yanan Sun | ICML 2025 poster | https://openreview.net/forum?id=5QU8dAnLgO | icml2025.csv |
2,025 | ICML | Dequantified Diffusion-Schrödinger Bridge for Density Ratio Estimation | Wei Chen; Shigui Li; Jiacheng Li; Junmei Yang; John Paisley; Delu Zeng | ICML 2025 poster | https://openreview.net/forum?id=zvyHCOcwsw | icml2025.csv |
2,025 | ICML | Relating Misfit to Gain in Weak-to-Strong Generalization Beyond the Squared Loss | Abhijeet Mulgund; Chirag Pabbaraju | ICML 2025 poster | https://openreview.net/forum?id=wITGhlMPXz | icml2025.csv |
2,025 | ICML | Parallel Simulation for Log-concave Sampling and Score-based Diffusion Models | Huanjian Zhou; Masashi Sugiyama | ICML 2025 spotlightposter | https://openreview.net/forum?id=qtuxDy2qEB | icml2025.csv |
2,025 | ICML | QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cache | Rishabh Tiwari; Haocheng Xi; Aditya Tomar; Coleman Richard Charles Hooper; Sehoon Kim; Maxwell Horton; Mahyar Najibi; Michael W. Mahoney; Kurt Keutzer; Amir Gholami | ICML 2025 poster | https://openreview.net/forum?id=7SHbJENgHX | icml2025.csv |
2,025 | ICML | Linear convergence of Sinkhorn's algorithm for generalized static Schrödinger bridge | Rahul Choudhary; Hanbaek Lyu | ICML 2025 poster | https://openreview.net/forum?id=0hrkN07DuO | icml2025.csv |
2,025 | ICML | AnyEdit: Edit Any Knowledge Encoded in Language Models | Houcheng Jiang; Junfeng Fang; Ningyu Zhang; Mingyang Wan; Guojun Ma; Xiang Wang; Xiangnan He; Tat-Seng Chua | ICML 2025 poster | https://openreview.net/forum?id=aJIoBur0Ef | icml2025.csv |
2,025 | ICML | Global Context-aware Representation Learning for Spatially Resolved Transcriptomics | Yunhak Oh; Junseok Lee; Yeongmin Kim; Sangwoo Seo; Namkyeong Lee; Chanyoung Park | ICML 2025 poster | https://openreview.net/forum?id=jeJGH6UDOL | icml2025.csv |
2,025 | ICML | Taming Rectified Flow for Inversion and Editing | Jiangshan Wang; Junfu Pu; Zhongang Qi; Jiayi Guo; Yue Ma; Nisha Huang; Yuxin Chen; Xiu Li; Ying Shan | ICML 2025 poster | https://openreview.net/forum?id=uDreZphNky | icml2025.csv |
2,025 | ICML | Energy-Based Preference Model Offers Better Offline Alignment than the Bradley-Terry Preference Model | Yuzhong Hong; Hanshan Zhang; Junwei Bao; Hongfei Jiang; yang song | ICML 2025 poster | https://openreview.net/forum?id=t5QNCIltAn | icml2025.csv |
2,025 | ICML | CogMath: Assessing LLMs' Authentic Mathematical Ability from a Human Cognitive Perspective | Jiayu Liu; Zhenya Huang; Wei Dai; Cheng Cheng; Jinze Wu; Jing Sha; Song Li; Qi Liu; Shijin Wang; Enhong Chen | ICML 2025 poster | https://openreview.net/forum?id=mqY0X3Yoy9 | icml2025.csv |
2,025 | ICML | PAK-UCB Contextual Bandit: An Online Learning Approach to Prompt-Aware Selection of Generative Models and LLMs | Xiaoyan Hu; Ho-fung Leung; Farzan Farnia | ICML 2025 poster | https://openreview.net/forum?id=mqDgNdiTai | icml2025.csv |
2,025 | ICML | Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models | Peijie Liu; Fengli Xu; Yong Li | ICML 2025 poster | https://openreview.net/forum?id=UfLJqcEle6 | icml2025.csv |
2,025 | ICML | An Optimistic Algorithm for online CMDPS with Anytime Adversarial Constraints | Jiahui Zhu; Kihyun Yu; Dabeen Lee; Xin Liu; Honghao Wei | ICML 2025 poster | https://openreview.net/forum?id=fFgiXamW8E | icml2025.csv |
2,025 | ICML | What Makes In-context Learning Effective for Mathematical Reasoning | Jiayu Liu; Zhenya Huang; Chaokun Wang; Xunpeng Huang; ChengXiang Zhai; Enhong Chen | ICML 2025 poster | https://openreview.net/forum?id=upSPbQoViI | icml2025.csv |
2,025 | ICML | SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models | Wei Huang; Haotong Qin; Yangdong Liu; Yawei Li; Qinshuo Liu; Xianglong Liu; Luca Benini; Michele Magno; Shiming Zhang; XIAOJUAN QI | ICML 2025 poster | https://openreview.net/forum?id=PO9bBEPNWy | icml2025.csv |
2,025 | ICML | Neural Encoding and Decoding at Scale | Yizi Zhang; Yanchen Wang; Mehdi Azabou; Alexandre Andre; Zixuan Wang; Hanrui Lyu; International Brain Laboratory; Eva L Dyer; Liam Paninski; Cole Lincoln Hurwitz | ICML 2025 spotlightposter | https://openreview.net/forum?id=vOdz3zhSCj | icml2025.csv |
2,025 | ICML | LangDAug: Langevin Data Augmentation for Multi-Source Domain Generalization in Medical Image Segmentation | Piyush Tiwary; Kinjawl Bhattacharyya; Prathosh AP | ICML 2025 poster | https://openreview.net/forum?id=LB5F02kwAv | icml2025.csv |
2,025 | ICML | Fourier Position Embedding: Enhancing Attention’s Periodic Extension for Length Generalization | Ermo Hua; Che Jiang; Xingtai Lv; Kaiyan Zhang; Youbang Sun; Yuchen Fan; Xuekai Zhu; Biqing Qi; Ning Ding; Bowen Zhou | ICML 2025 poster | https://openreview.net/forum?id=ZfDNDkg7Dh | icml2025.csv |
2,025 | ICML | A General Graph Spectral Wavelet Convolution via Chebyshev Order Decomposition | Nian Liu; Xiaoxin He; Thomas Laurent; Francesco Di Giovanni; Michael M. Bronstein; Xavier Bresson | ICML 2025 poster | https://openreview.net/forum?id=UTvdB2WPSp | icml2025.csv |
2,025 | ICML | Flow Matching for Denoised Social Recommendation | Yinxuan Huang; KE LIANG; Zhuofan Dong; Xiaodong Qu; Wang Tianxiang; Yue Han; Jingao Xu; Bin Zhou; Ye Wang | ICML 2025 poster | https://openreview.net/forum?id=gqKz6uCbI1 | icml2025.csv |
2,025 | ICML | Sparse Training from Random Initialization: Aligning Lottery Ticket Masks using Weight Symmetry | Mohammed Adnan; Rohan Jain; Ekansh Sharma; Rahul Krishnan; Yani Ioannou | ICML 2025 poster | https://openreview.net/forum?id=BnfJSwtHLu | icml2025.csv |
2,025 | ICML | Mechanistic Unlearning: Robust Knowledge Unlearning and Editing via Mechanistic Localization | Phillip Huang Guo; Aaquib Syed; Abhay Sheshadri; Aidan Ewart; Gintare Karolina Dziugaite | ICML 2025 spotlightposter | https://openreview.net/forum?id=92oBV5HAGl | icml2025.csv |
2,025 | ICML | Discovering Latent Causal Graphs from Spatiotemporal Data | Kun Wang; Sumanth Varambally; Duncan Watson-Parris; Yian Ma; Rose Yu | ICML 2025 poster | https://openreview.net/forum?id=WPeAraSKAK | icml2025.csv |
2,025 | ICML | NoLiMa: Long-Context Evaluation Beyond Literal Matching | Ali Modarressi; Hanieh Deilamsalehy; Franck Dernoncourt; Trung Bui; Ryan A. Rossi; Seunghyun Yoon; Hinrich Schuetze | ICML 2025 poster | https://openreview.net/forum?id=0OshX1hiSa | icml2025.csv |
2,025 | ICML | Pixel2Feature Attack (P2FA): Rethinking the Perturbed Space to Enhance Adversarial Transferability | Renpu Liu; Hao Wu; Jiawei Zhang; Xin Cheng; Xiangyang Luo; Bin Ma; Jinwei Wang | ICML 2025 poster | https://openreview.net/forum?id=bPJo5uSkOJ | icml2025.csv |
2,025 | ICML | Efficient Heterogeneity-Aware Federated Active Data Selection | Ying-Peng Tang; Chao Ren; Xiaoli Tang; Sheng-Jun Huang; Lizhen Cui; Han Yu | ICML 2025 poster | https://openreview.net/forum?id=pSdWTED0ZZ | icml2025.csv |
2,025 | ICML | The Polynomial Stein Discrepancy for Assessing Moment Convergence | Narayan Srinivasan; Matthew Sutton; Christopher Drovandi; Leah F South | ICML 2025 poster | https://openreview.net/forum?id=2QaqxseJYT | icml2025.csv |
2,025 | ICML | The Role of Sparsity for Length Generalization in LLMs | Noah Golowich; Samy Jelassi; David Brandfonbrener; Sham M. Kakade; Eran Malach | ICML 2025 poster | https://openreview.net/forum?id=S9LkB0UBKb | icml2025.csv |
2,025 | ICML | Cost-efficient Collaboration between On-device and Cloud Language Models | Avanika Narayan; Dan Biderman; Sabri Eyuboglu; Avner May; Scott Linderman; James Zou; Christopher Re | ICML 2025 poster | https://openreview.net/forum?id=qGDlzt3dKz | icml2025.csv |
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