year int64 | conference string | title string | authors string | venue_or_track string | url string | source_file string |
|---|---|---|---|---|---|---|
2,025 | ICML | scSSL-Bench: Benchmarking Self-Supervised Learning for Single-Cell Data | Olga Ovcharenko; Florian Barkmann; Philip Toma; Imant Daunhawer; Julia E Vogt; Sebastian Schelter; Valentina Boeva | ICML 2025 spotlightposter | https://openreview.net/forum?id=jnPHZqcUdn | icml2025.csv |
2,025 | ICML | Learning Single Index Models with Diffusion Priors | Anqi Tang; Youming Chen; Shuchen Xue; Zhaoqiang Liu | ICML 2025 poster | https://openreview.net/forum?id=kB6mJY0MTV | icml2025.csv |
2,025 | ICML | Learning Utilities from Demonstrations in Markov Decision Processes | Filippo Lazzati; Alberto Maria Metelli | ICML 2025 poster | https://openreview.net/forum?id=Cx5aNPycdO | icml2025.csv |
2,025 | ICML | Finding Wasserstein Ball Center: Efficient Algorithm and The Applications in Fairness | Yuntao Wang; Yuxuan Li; Qingyuan Yang; Hu Ding | ICML 2025 poster | https://openreview.net/forum?id=Sa9DluzlXJ | icml2025.csv |
2,025 | ICML | No Metric to Rule Them All: Toward Principled Evaluations of Graph-Learning Datasets | Corinna Coupette; Jeremy Wayland; Emily Simons; Bastian Rieck | ICML 2025 poster | https://openreview.net/forum?id=XbmBNwrfG5 | icml2025.csv |
2,025 | ICML | Bootstrapping Self-Improvement of Language Model Programs for Zero-Shot Schema Matching | Nabeel Seedat; Mihaela van der Schaar | ICML 2025 poster | https://openreview.net/forum?id=clLERWKNja | icml2025.csv |
2,025 | ICML | The Canary’s Echo: Auditing Privacy Risks of LLM-Generated Synthetic Text | Matthieu Meeus; Lukas Wutschitz; Santiago Zanella-Beguelin; Shruti Tople; Reza Shokri | ICML 2025 poster | https://openreview.net/forum?id=f3mQ0xYA1I | icml2025.csv |
2,025 | ICML | Event-Customized Image Generation | Zhen Wang; Yilei JIANG; Dong Zheng; Jun Xiao; Long Chen | ICML 2025 poster | https://openreview.net/forum?id=7exLwkfcGL | icml2025.csv |
2,025 | ICML | Interchangeable Token Embeddings for Extendable Vocabulary and Alpha-Equivalence | İlker Işık; Ramazan Gokberk Cinbis; Ebru Aydin Gol | ICML 2025 poster | https://openreview.net/forum?id=2MPI9KSBV5 | icml2025.csv |
2,025 | ICML | Teaching Transformers Causal Reasoning through Axiomatic Training | Aniket Vashishtha; Abhinav Kumar; Atharva Pandey; Abbavaram Gowtham Reddy; Kabir Ahuja; Vineeth N. Balasubramanian; Amit Sharma | ICML 2025 poster | https://openreview.net/forum?id=AhebPqDOMI | icml2025.csv |
2,025 | ICML | Revolve: Optimizing AI Systems by Tracking Response Evolution in Textual Optimization | Peiyan Zhang; Haibo Jin; Leyang Hu; Xinnuo Li; Liying Kang; Man Luo; Yangqiu Song; Haohan Wang | ICML 2025 poster | https://openreview.net/forum?id=4vb9BDTIDh | icml2025.csv |
2,025 | ICML | Product of Experts with LLMs: Boosting Performance on ARC Is a Matter of Perspective | Daniel Franzen; Jan Disselhoff; David Hartmann | ICML 2025 poster | https://openreview.net/forum?id=dsBjxI6l8W | icml2025.csv |
2,025 | ICML | World Model Implanting for Test-time Adaptation of Embodied Agents | Minjong Yoo; Jinwoo Jang; Sihyung Yoon; Honguk Woo | ICML 2025 poster | https://openreview.net/forum?id=tpbtodnI1p | icml2025.csv |
2,025 | ICML | COSDA: Counterfactual-based Susceptibility Risk Framework for Open-Set Domain Adaptation | Wenxu Wang; Rui Zhou; Jing Wang; Yun Zhou; Cheng Zhu; Ruichun Tang; Bo Han; Nevin L. Zhang | ICML 2025 poster | https://openreview.net/forum?id=uocLJOnKBv | icml2025.csv |
2,025 | ICML | Wyckoff Transformer: Generation of Symmetric Crystals | Nikita Kazeev; Wei Nong; Ignat Romanov; Ruiming Zhu; Andrey E Ustyuzhanin; Shuya Yamazaki; Kedar Hippalgaonkar | ICML 2025 poster | https://openreview.net/forum?id=eFHfRQRjJo | icml2025.csv |
2,025 | ICML | Subobject-level Image Tokenization | Delong Chen; Samuel Cahyawijaya; Jianfeng Liu; Baoyuan Wang; Pascale Fung | ICML 2025 poster | https://openreview.net/forum?id=imkFoKwFwd | icml2025.csv |
2,025 | ICML | Active Fine-Tuning of Multi-Task Policies | Marco Bagatella; Jonas Hübotter; Georg Martius; Andreas Krause | ICML 2025 poster | https://openreview.net/forum?id=hlyBdwHBeC | icml2025.csv |
2,025 | ICML | A Unified Theoretical Analysis of Private and Robust Offline Alignment: from RLHF to DPO | Xingyu Zhou; Yulian Wu; Francesco Orabona | ICML 2025 spotlightposter | https://openreview.net/forum?id=XEyGcrhxB8 | icml2025.csv |
2,025 | ICML | Riemannian Diffusion Adaptation for Distributed Optimization on Manifolds | Xiuheng Wang; Ricardo Augusto Borsoi; Cédric Richard; Ali H. Sayed | ICML 2025 poster | https://openreview.net/forum?id=5tyvHfhRFZ | icml2025.csv |
2,025 | ICML | FedSMU: Communication-Efficient and Generalization-Enhanced Federated Learning through Symbolic Model Updates | Xinyi Lu; Hao Zhang; Chenglin Li; Weijia Lu; ZHIFEI YANG; Wenrui Dai; xiaodong Zhang; Xiaofeng Ma; Can Zhang; Junni Zou; Hongkai Xiong | ICML 2025 poster | https://openreview.net/forum?id=V18WOxHRMq | icml2025.csv |
2,025 | ICML | Adjusting Model Size in Continual Gaussian Processes: How Big is Big Enough? | Guiomar Pescador-Barrios; Sarah Lucie Filippi; Mark van der Wilk | ICML 2025 spotlightposter | https://openreview.net/forum?id=9vYGZX4OVN | icml2025.csv |
2,025 | ICML | Ranked Entropy Minimization for Continual Test-Time Adaptation | Jisu Han; Jaemin Na; Wonjun Hwang | ICML 2025 poster | https://openreview.net/forum?id=lHaGLJ65J9 | icml2025.csv |
2,025 | ICML | Optimizing Language Models for Inference Time Objectives using Reinforcement Learning | Yunhao Tang; Kunhao Zheng; Gabriel Synnaeve; Remi Munos | ICML 2025 poster | https://openreview.net/forum?id=ZVWJO5YTz4 | icml2025.csv |
2,025 | ICML | CoMemo: LVLMs Need Image Context with Image Memory | Shi Liu; Weijie Su; Xizhou Zhu; Wenhai Wang; Jifeng Dai | ICML 2025 poster | https://openreview.net/forum?id=Hw6MDsaor9 | icml2025.csv |
2,025 | ICML | Expressive Score-Based Priors for Distribution Matching with Geometry-Preserving Regularization | Ziyu Gong; Jim Lim; David I. Inouye | ICML 2025 poster | https://openreview.net/forum?id=Vg9pb5Le63 | icml2025.csv |
2,025 | ICML | Feature Importance Metrics in the Presence of Missing Data | Henrik von Kleist; Joshua Wendland; Ilya Shpitser; Carsten Marr | ICML 2025 poster | https://openreview.net/forum?id=IiVM70BgSV | icml2025.csv |
2,025 | ICML | MODA: MOdular Duplex Attention for Multimodal Perception, Cognition, and Emotion Understanding | Zhicheng Zhang; Wuyou Xia; Chenxi Zhao; Zhou Yan; Xiaoqiang Liu; Yongjie Zhu; Wenyu Qin; Pengfei Wan; Di ZHANG; Jufeng Yang | ICML 2025 spotlightposter | https://openreview.net/forum?id=9hd5WA6QCn | icml2025.csv |
2,025 | ICML | Revisiting Neural Networks for Few-Shot Learning: A Zero-Cost NAS Perspective | Haidong Kang | ICML 2025 poster | https://openreview.net/forum?id=fNixzmprun | icml2025.csv |
2,025 | ICML | TabPFN Unleashed: A Scalable and Effective Solution to Tabular Classification Problems | Siyang Liu; Han-Jia Ye | ICML 2025 poster | https://openreview.net/forum?id=5DD3RCcVcT | icml2025.csv |
2,025 | ICML | REINFORCE Adversarial Attacks on Large Language Models: An Adaptive, Distributional, and Semantic Objective | Simon Geisler; Tom Wollschläger; M. H. I. Abdalla; Vincent Cohen-Addad; Johannes Gasteiger; Stephan Günnemann | ICML 2025 poster | https://openreview.net/forum?id=QWpuqidr53 | icml2025.csv |
2,025 | ICML | Online Pre-Training for Offline-to-Online Reinforcement Learning | Yongjae Shin; Jeonghye Kim; Whiyoung Jung; Sunghoon Hong; Deunsol Yoon; Youngsoo Jang; Geon-Hyeong Kim; Jongseong Chae; Youngchul Sung; Kanghoon Lee; Woohyung Lim | ICML 2025 poster | https://openreview.net/forum?id=5anr1H5vR5 | icml2025.csv |
2,025 | ICML | Understanding the Limits of Deep Tabular Methods with Temporal Shift | Haorun Cai; Han-Jia Ye | ICML 2025 poster | https://openreview.net/forum?id=5MiSZuBLmq | icml2025.csv |
2,025 | ICML | Action-Constrained Imitation Learning | Chia-Han Yeh; Tse-Sheng Nan; Risto Vuorio; Wei Hung; Hung Yen Wu; Shao-Hua Sun; Ping-Chun Hsieh | ICML 2025 poster | https://openreview.net/forum?id=NYi9B34E1e | icml2025.csv |
2,025 | ICML | On the Private Estimation of Smooth Transport Maps | Clément Lalanne; Franck Iutzeler; Jean-Michel Loubes; Julien Chhor | ICML 2025 poster | https://openreview.net/forum?id=oWkRmgJgMJ | icml2025.csv |
2,025 | ICML | ARS: Adaptive Reward Scaling for Multi-Task Reinforcement Learning | Myungsik Cho; Jongeui Park; Jeonghye Kim; Youngchul Sung | ICML 2025 poster | https://openreview.net/forum?id=U0mI6M7lvI | icml2025.csv |
2,025 | ICML | GenZSL: Generative Zero-Shot Learning Via Inductive Variational Autoencoder | Shiming Chen; Dingjie Fu; Salman Khan; Fahad Shahbaz Khan | ICML 2025 poster | https://openreview.net/forum?id=AYxiZfJN9V | icml2025.csv |
2,025 | ICML | Test-Time Multimodal Backdoor Detection by Contrastive Prompting | Yuwei Niu; Shuo He; Qi Wei; Zongyu Wu; Feng Liu; Lei Feng | ICML 2025 poster | https://openreview.net/forum?id=1jd25AlvHS | icml2025.csv |
2,025 | ICML | ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning | Hongyin Zhang; Zifeng Zhuang; Han Zhao; Pengxiang Ding; Hongchao Lu; Donglin Wang | ICML 2025 poster | https://openreview.net/forum?id=Mzz4BhdIFb | icml2025.csv |
2,025 | ICML | Learning Mean Field Control on Sparse Graphs | Christian Fabian; Kai Cui; Heinz Koeppl | ICML 2025 poster | https://openreview.net/forum?id=Y34a82DptF | icml2025.csv |
2,025 | ICML | How Transformers Learn Structured Data: Insights From Hierarchical Filtering | Jerome Garnier-Brun; Marc Mezard; Emanuele Moscato; Luca Saglietti | ICML 2025 poster | https://openreview.net/forum?id=AVXApuBCvN | icml2025.csv |
2,025 | ICML | STAR: Learning Diverse Robot Skill Abstractions through Rotation-Augmented Vector Quantization | Hao Li; Qi Lv; Rui Shao; Xiang Deng; Yinchuan Li; Jianye HAO; Liqiang Nie | ICML 2025 spotlightposter | https://openreview.net/forum?id=n1cqQK4hhC | icml2025.csv |
2,025 | ICML | Efficient Robotic Policy Learning via Latent Space Backward Planning | Dongxiu Liu; Haoyi Niu; Zhihao Wang; Jinliang Zheng; Yinan Zheng; Zhonghong Ou; Jianming HU; Jianxiong Li; Xianyuan Zhan | ICML 2025 poster | https://openreview.net/forum?id=DJiouYdH19 | icml2025.csv |
2,025 | ICML | Physics-Informed DeepONets for drift-diffusion on metric graphs: simulation and parameter identification | Jan Blechschmidt; Tom-Christian Riemer; Max Winkler; Martin STOLL; Jan-Frederik Pietschmann | ICML 2025 poster | https://openreview.net/forum?id=oF1OPyMw1m | icml2025.csv |
2,025 | ICML | MDDM: Practical Message-Driven Generative Image Steganography Based on Diffusion Models | ZiHao Xu; Dawei xu; Zihan Li; Chuan Zhang | ICML 2025 poster | https://openreview.net/forum?id=NniXePXVXw | icml2025.csv |
2,025 | ICML | CursorCore: Assist Programming through Aligning Anything | Hao Jiang; Qi Liu; Rui Li; Shengyu Ye; Shijin Wang | ICML 2025 poster | https://openreview.net/forum?id=Z1GNg9Jwqd | icml2025.csv |
2,025 | ICML | UniSim: A Unified Simulator for Time-Coarsened Dynamics of Biomolecules | Ziyang Yu; Wenbing Huang; Yang Liu | ICML 2025 poster | https://openreview.net/forum?id=W598uW37zt | icml2025.csv |
2,025 | ICML | EAGLES: Towards Effective, Efficient, and Economical Federated Graph Learning via Unified Sparsification | Zitong Shi; Guancheng Wan; Wenke Huang; Guibin Zhang; He Li; Carl Yang; Mang Ye | ICML 2025 poster | https://openreview.net/forum?id=Bd9JlrqZhN | icml2025.csv |
2,025 | ICML | On Expressive Power of Looped Transformers: Theoretical Analysis and Enhancement via Timestep Encoding | Kevin Xu; Issei Sato | ICML 2025 poster | https://openreview.net/forum?id=H4BuhRezCV | icml2025.csv |
2,025 | ICML | Imagine While Reasoning in Space: Multimodal Visualization-of-Thought | Chengzu Li; Wenshan Wu; Huanyu Zhang; Yan Xia; Shaoguang Mao; Li Dong; Ivan Vulić; Furu Wei | ICML 2025 poster | https://openreview.net/forum?id=6vk6Xg24ZC | icml2025.csv |
2,025 | ICML | CASE-Bench: Context-Aware SafEty Benchmark for Large Language Models | Guangzhi Sun; Xiao Zhan; Shutong Feng; Phil Woodland; Jose Such | ICML 2025 poster | https://openreview.net/forum?id=FCHIGDCoow | icml2025.csv |
2,025 | ICML | Peri-LN: Revisiting Normalization Layer in the Transformer Architecture | Jeonghoon Kim; Byeongchan Lee; Cheonbok Park; Yeontaek Oh; Beomjun Kim; Taehwan Yoo; Seongjin Shin; Dongyoon Han; Jinwoo Shin; Kang Min Yoo | ICML 2025 poster | https://openreview.net/forum?id=ci1S6wmXfO | icml2025.csv |
2,025 | ICML | Latent Variable Causal Discovery under Selection Bias | Haoyue Dai; Yiwen Qiu; Ignavier Ng; Xinshuai Dong; Peter Spirtes; Kun Zhang | ICML 2025 poster | https://openreview.net/forum?id=W9YdVrSJIh | icml2025.csv |
2,025 | ICML | Mechanistic PDE Networks for Discovery of Governing Equations | Adeel Pervez; Efstratios Gavves; Francesco Locatello | ICML 2025 poster | https://openreview.net/forum?id=7w1YGBPDMw | icml2025.csv |
2,025 | ICML | Zero-Shot Offline Imitation Learning via Optimal Transport | Thomas Rupf; Marco Bagatella; Nico Gürtler; Jonas Frey; Georg Martius | ICML 2025 poster | https://openreview.net/forum?id=9hiq7LaV4G | icml2025.csv |
2,025 | ICML | Reinforcement Learning with Random Time Horizons | Enric Ribera Borrell; Lorenz Richter; Christof Schuette | ICML 2025 poster | https://openreview.net/forum?id=crcxt5uy8x | icml2025.csv |
2,025 | ICML | Hierarchical Masked Autoregressive Models with Low-Resolution Token Pivots | Guangting Zheng; Yehao Li; Yingwei Pan; Jiajun Deng; Ting Yao; Yanyong Zhang; Tao Mei | ICML 2025 poster | https://openreview.net/forum?id=swkgSw3IzR | icml2025.csv |
2,025 | ICML | Preference Adaptive and Sequential Text-to-Image Generation | Ofir Nabati; Guy Tennenholtz; ChihWei Hsu; Moonkyung Ryu; Deepak Ramachandran; Yinlam Chow; Xiang Li; Craig Boutilier | ICML 2025 poster | https://openreview.net/forum?id=LCr6CIAEye | icml2025.csv |
2,025 | ICML | Video Prediction Policy: A Generalist Robot Policy with Predictive Visual Representations | Yucheng Hu; Yanjiang Guo; Pengchao Wang; Xiaoyu Chen; Yen-Jen Wang; Jianke Zhang; Koushil Sreenath; Chaochao Lu; Jianyu Chen | ICML 2025 spotlightposter | https://openreview.net/forum?id=c0dhw1du33 | icml2025.csv |
2,025 | ICML | Quantifying Memory Utilization with Effective State-Size | Rom Parnichkun; Neehal Tumma; Armin W Thomas; Alessandro Moro; Qi An; Taiji Suzuki; Atsushi Yamashita; Michael Poli; Stefano Massaroli | ICML 2025 poster | https://openreview.net/forum?id=YKAnIvY5hf | icml2025.csv |
2,025 | ICML | De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks | Wei Fan; Kejiang Chen; Chang Liu; Weiming Zhang; Nenghai Yu | ICML 2025 poster | https://openreview.net/forum?id=Hj8hAfft9V | icml2025.csv |
2,025 | ICML | Autoformulation of Mathematical Optimization Models Using LLMs | Nicolás Astorga; Tennison Liu; Yuanzhang Xiao; Mihaela van der Schaar | ICML 2025 poster | https://openreview.net/forum?id=33YrT1j0O0 | icml2025.csv |
2,025 | ICML | Overcoming Vocabulary Mismatch: Vocabulary-agnostic Teacher Guided Language Modeling | Haebin Shin; Lei Ji; Xiao Liu; Yeyun Gong | ICML 2025 poster | https://openreview.net/forum?id=QwHUnp8Dt4 | icml2025.csv |
2,025 | ICML | Direct Density Ratio Optimization: A Statistically Consistent Approach to Aligning Large Language Models | Rei Higuchi; Taiji Suzuki | ICML 2025 poster | https://openreview.net/forum?id=jDdaysR6bz | icml2025.csv |
2,025 | ICML | Closed-form Solutions: A New Perspective on Solving Differential Equations | Shu Wei; Yanjie Li; Lina Yu; Weijun Li; Min Wu; Linjun Sun; Jingyi Liu; Hong Qin; Yusong Deng; Jufeng Han; Yan Pang | ICML 2025 poster | https://openreview.net/forum?id=AIx21InAn2 | icml2025.csv |
2,025 | ICML | Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale | Fan Zhou; Zengzhi Wang; Qian Liu; Junlong Li; Pengfei Liu | ICML 2025 poster | https://openreview.net/forum?id=ak0vlKTkpx | icml2025.csv |
2,025 | ICML | Enhancing Visual Localization with Cross-Domain Image Generation | Yuanze Wang; Yichao Yan; Shiming Song; Songchang Jin; Yilan Huang; Xingdong Sheng; Dianxi Shi | ICML 2025 poster | https://openreview.net/forum?id=ruj5ILBUuK | icml2025.csv |
2,025 | ICML | Optimal transport-based conformal prediction | Gauthier Thurin; Kimia Nadjahi; Claire Boyer | ICML 2025 poster | https://openreview.net/forum?id=kEAyffH3tn | icml2025.csv |
2,025 | ICML | Structure Is All You Need: Structural Representation Learning on Hyper-Relational Knowledge Graphs | Jaejun Lee; Joyce Jiyoung Whang | ICML 2025 poster | https://openreview.net/forum?id=2tH2vexW1Z | icml2025.csv |
2,025 | ICML | Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search | Boyan Li; Jiayi Zhang; Ju Fan; Yanwei Xu; Chong Chen; Nan Tang; Yuyu Luo | ICML 2025 poster | https://openreview.net/forum?id=kGg1ndttmI | icml2025.csv |
2,025 | ICML | Robust Multi-Agent Reinforcement Learning with Stochastic Adversary | Ziyuan Zhou; Guanjun Liu; Mengchu Zhou; Weiran Guo | ICML 2025 poster | https://openreview.net/forum?id=bnhFueOeav | icml2025.csv |
2,025 | ICML | Graph-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial Optimization | Robbert Reijnen; Yaoxin Wu; Zaharah Bukhsh; Yingqian Zhang | ICML 2025 poster | https://openreview.net/forum?id=KCDoaDlzUB | icml2025.csv |
2,025 | ICML | A Memory Efficient Randomized Subspace Optimization Method for Training Large Language Models | Yiming Chen; Yuan Zhang; Yin Liu; Kun Yuan; Zaiwen Wen | ICML 2025 poster | https://openreview.net/forum?id=XuCf87V8OF | icml2025.csv |
2,025 | ICML | BOPO: Neural Combinatorial Optimization via Best-anchored and Objective-guided Preference Optimization | Zijun Liao; Jinbiao Chen; Debing Wang; Zizhen Zhang; Jiahai Wang | ICML 2025 poster | https://openreview.net/forum?id=FLy6yXdrlW | icml2025.csv |
2,025 | ICML | LipsNet++: Unifying Filter and Controller into a Policy Network | Xujie Song; Liangfa Chen; Tong Liu; Wenxuan Wang; Yinuo Wang; Shentao Qin; Yinsong Ma; Jingliang Duan; Shengbo Eben Li | ICML 2025 spotlightposter | https://openreview.net/forum?id=KZo2XhcSg6 | icml2025.csv |
2,025 | ICML | Deep Fuzzy Multi-view Learning for Reliable Classification | Siyuan Duan; Yuan Sun; Dezhong Peng; Guiduo Duan; Xi Peng; Peng Hu | ICML 2025 poster | https://openreview.net/forum?id=ZzuaeYvLsJ | icml2025.csv |
2,025 | ICML | The Berkeley Function Calling Leaderboard (BFCL): From Tool Use to Agentic Evaluation of Large Language Models | Shishir G Patil; Huanzhi Mao; Fanjia Yan; Charlie Cheng-Jie Ji; Vishnu Suresh; Ion Stoica; Joseph E. Gonzalez | ICML 2025 poster | https://openreview.net/forum?id=2GmDdhBdDk | icml2025.csv |
2,025 | ICML | Learning Efficient Robotic Garment Manipulation with Standardization | Changshi Zhou; Feng Luan; hujiarui; Shaoqiang Meng; Zhipeng Wang; Yanchao Dong; Yanmin Zhou; Bin He | ICML 2025 poster | https://openreview.net/forum?id=pT4gJ0PgGD | icml2025.csv |
2,025 | ICML | TANGO: Clustering with Typicality-Aware Nonlocal Mode-Seeking and Graph-Cut Optimization | Haowen Ma; Zhiguo Long; Hua Meng | ICML 2025 poster | https://openreview.net/forum?id=ysRvf0tjVP | icml2025.csv |
2,025 | ICML | GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance | Jinuk Kim; Marwa El Halabi; Wonpyo Park; Clemens JS Schaefer; Deokjae Lee; Yeonhong Park; Jae W. Lee; Hyun Oh Song | ICML 2025 poster | https://openreview.net/forum?id=ZawsPjlIGu | icml2025.csv |
2,025 | ICML | TMetaNet: Topological Meta-Learning Framework for Dynamic Link Prediction | Hao Li; Hao Wan; Yuzhou Chen; Dongsheng Ye; Yulia Gel; Hao Jiang | ICML 2025 poster | https://openreview.net/forum?id=A6RjIi2ONN | icml2025.csv |
2,025 | ICML | Finite-Sample Convergence Bounds for Trust Region Policy Optimization in Mean Field Games | Antonio Ocello; Daniil Tiapkin; Lorenzo Mancini; Mathieu Lauriere; Eric Moulines | ICML 2025 poster | https://openreview.net/forum?id=NE9ajrddxX | icml2025.csv |
2,025 | ICML | Improving the Effective Receptive Field of Message-Passing Neural Networks | Shahaf E. Finder; Ron Shapira Weber; Moshe Eliasof; Oren Freifeld; Eran Treister | ICML 2025 poster | https://openreview.net/forum?id=QJLGj57MfZ | icml2025.csv |
2,025 | ICML | The Courage to Stop: Overcoming Sunk Cost Fallacy in Deep Reinforcement Learning | Jiashun Liu; Johan Obando-Ceron; Pablo Samuel Castro; Aaron Courville; Ling Pan | ICML 2025 poster | https://openreview.net/forum?id=VzC3BAd9gf | icml2025.csv |
2,025 | ICML | Tractable Transformers for Flexible Conditional Generation | Anji Liu; Xuejie Liu; Dayuan Zhao; Mathias Niepert; Yitao Liang; Guy Van den Broeck | ICML 2025 poster | https://openreview.net/forum?id=iCTybKNnqb | icml2025.csv |
2,025 | ICML | Integrating Intermediate Layer Optimization and Projected Gradient Descent for Solving Inverse Problems with Diffusion Models | Yang Zheng; Wen Li; Zhaoqiang Liu | ICML 2025 poster | https://openreview.net/forum?id=Ekez0DZZPe | icml2025.csv |
2,025 | ICML | Unveiling Markov heads in Pretrained Language Models for Offline Reinforcement Learning | Wenhao Zhao; Qiushui Xu; Linjie Xu; Lei Song; Jinyu Wang; Chunlai Zhou; Jiang Bian | ICML 2025 poster | https://openreview.net/forum?id=G2PujeWPAL | icml2025.csv |
2,025 | ICML | Sparse Autoencoders, Again? | Yin Lu; Xuening Zhu; Tong He; David Wipf | ICML 2025 poster | https://openreview.net/forum?id=wxU2LuTE74 | icml2025.csv |
2,025 | ICML | The Missing Alignment Link of In-context Learning on Sequences | Harshvardhan Agarwal; Sunita Sarawagi | ICML 2025 poster | https://openreview.net/forum?id=4Xvkpaikt4 | icml2025.csv |
2,025 | ICML | LaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs – No Silver Bullet for LC or RAG Routing | Kuan Li; Liwen Zhang; Yong Jiang; Pengjun Xie; Fei Huang; Shuai Wang; Minhao Cheng | ICML 2025 poster | https://openreview.net/forum?id=CLF25dahgA | icml2025.csv |
2,025 | ICML | VCT: Training Consistency Models with Variational Noise Coupling | Gianluigi Silvestri; Luca Ambrogioni; Chieh-Hsin Lai; Yuhta Takida; Yuki Mitsufuji | ICML 2025 poster | https://openreview.net/forum?id=CMoX0BEsDs | icml2025.csv |
2,025 | ICML | DRAG: Data Reconstruction Attack using Guided Diffusion | Wa-Kin Lei; Jun-Cheng Chen; Shang-Tse Chen | ICML 2025 poster | https://openreview.net/forum?id=z6GEZ2ogct | icml2025.csv |
2,025 | ICML | CALM: Consensus-Aware Localized Merging for Multi-Task Learning | Kunda Yan; Min Zhang; Sen Cui; Qu Zikun; Bo Jiang; Feng Liu; Changshui Zhang | ICML 2025 poster | https://openreview.net/forum?id=OgfvSDn73E | icml2025.csv |
2,025 | ICML | Enhancing Cooperative Multi-Agent Reinforcement Learning with State Modelling and Adversarial Exploration | Andreas Kontogiannis; Konstantinos Papathanasiou; Yi Shen; Giorgos Stamou; Michael M. Zavlanos; George Vouros | ICML 2025 poster | https://openreview.net/forum?id=TCsdlqzZNL | icml2025.csv |
2,025 | ICML | BiAssemble: Learning Collaborative Affordance for Bimanual Geometric Assembly | Yan Shen; Ruihai Wu; Yubin Ke; Xinyuan Song; Zeyi Li; Xiaoqi Li; Hongwei Fan; Haoran Lu; Hao Dong | ICML 2025 poster | https://openreview.net/forum?id=OxzPgnkbB1 | icml2025.csv |
2,025 | ICML | LightningDrag: Lightning Fast and Accurate Drag-based Image Editing Emerging from Videos | Yujun Shi; Jun Hao Liew; Hanshu Yan; Vincent Y. F. Tan; Jiashi Feng | ICML 2025 poster | https://openreview.net/forum?id=WFhQ9owxOH | icml2025.csv |
2,025 | ICML | Improving Consistency Models with Generator-Augmented Flows | Thibaut Issenhuth; Sangchul Lee; Ludovic Dos Santos; Jean-Yves Franceschi; Chansoo Kim; Alain Rakotomamonjy | ICML 2025 spotlightposter | https://openreview.net/forum?id=GKqoqGCHTq | icml2025.csv |
2,025 | ICML | FDGen: A Fairness-Aware Graph Generation Model | Zichong Wang; Wenbin Zhang | ICML 2025 poster | https://openreview.net/forum?id=6YUdCt7rUR | icml2025.csv |
2,025 | ICML | A Closer Look at Backdoor Attacks on CLIP | Shuo He; Zhifang Zhang; Feng Liu; Roy Ka-Wei Lee; Bo An; Lei Feng | ICML 2025 poster | https://openreview.net/forum?id=DWCDyGl6k8 | icml2025.csv |
2,025 | ICML | A Physics-Informed Machine Learning Framework for Safe and Optimal Control of Autonomous Systems | Manan Tayal; Aditya Singh; Shishir Kolathaya; Somil Bansal | ICML 2025 poster | https://openreview.net/forum?id=SrfwiloGQF | icml2025.csv |
2,025 | ICML | Where is the Truth? The Risk of Getting Confounded in a Continual World | Florian Peter Busch; Roshni Ramanna Kamath; Rupert Mitchell; Wolfgang Stammer; Kristian Kersting; Martin Mundt | ICML 2025 spotlightposter | https://openreview.net/forum?id=evb9dNxCN5 | icml2025.csv |
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