year
int64
conference
string
title
string
authors
string
venue_or_track
string
url
string
source_file
string
2,025
ICML
CoDy: Counterfactual Explainers for Dynamic Graphs
Zhan Qu; Daniel Gomm; Michael Färber
ICML 2025 poster
https://openreview.net/forum?id=FE9QN8d536
icml2025.csv
2,025
ICML
Hi-Patch: Hierarchical Patch GNN for Irregular Multivariate Time Series
Yicheng Luo; Bowen Zhang; Zhen Liu; Qianli Ma
ICML 2025 poster
https://openreview.net/forum?id=nBgQ66iEUu
icml2025.csv
2,025
ICML
DTZO: Distributed Trilevel Zeroth Order Learning with Provable Non-Asymptotic Convergence
Yang Jiao; Kai Yang; Chengtao Jian
ICML 2025 poster
https://openreview.net/forum?id=EvzArsKUww
icml2025.csv
2,025
ICML
Revisiting the Predictability of Performative, Social Events
Juan Carlos Perdomo
ICML 2025 poster
https://openreview.net/forum?id=Q4yzASDktN
icml2025.csv
2,025
ICML
Ferret: Federated Full-Parameter Tuning at Scale for Large Language Models
Yao Shu; Wenyang Hu; See-Kiong Ng; Bryan Kian Hsiang Low; Fei Yu
ICML 2025 poster
https://openreview.net/forum?id=mzPArjGqrs
icml2025.csv
2,025
ICML
A Near-Optimal Single-Loop Stochastic Algorithm for Convex Finite-Sum Coupled Compositional Optimization
Bokun Wang; Tianbao Yang
ICML 2025 poster
https://openreview.net/forum?id=ZCgzSqZ7gD
icml2025.csv
2,025
ICML
Data-Juicer Sandbox: A Feedback-Driven Suite for Multimodal Data-Model Co-development
Daoyuan Chen; Haibin Wang; Yilun Huang; Ce Ge; Yaliang Li; Bolin Ding; Jingren Zhou
ICML 2025 spotlightposter
https://openreview.net/forum?id=zIGIvysR1H
icml2025.csv
2,025
ICML
RePaViT: Scalable Vision Transformer Acceleration via Structural Reparameterization on Feedforward Network Layers
Xuwei Xu; Yang Li; Yudong Chen; Jiajun Liu; Sen Wang
ICML 2025 poster
https://openreview.net/forum?id=iNWFA3yOqR
icml2025.csv
2,025
ICML
LAST SToP for Modeling Asynchronous Time Series
Shubham Gupta; Thibaut Durand; Graham W. Taylor; Lilian Bialokozowicz
ICML 2025 poster
https://openreview.net/forum?id=TpP47EH1xG
icml2025.csv
2,025
ICML
Are LLMs Prescient? A Continuous Evaluation using Daily News as the Oracle
Hui Dai; Ryan Teehan; Mengye Ren
ICML 2025 poster
https://openreview.net/forum?id=v2nV83Q849
icml2025.csv
2,025
ICML
Retraining-free Merging of Sparse MoE via Hierarchical Clustering
I-Chun Chen; Hsu-Shen Liu; Wei-Fang Sun; Chen-Hao Chao; Yen-Chang Hsu; Chun-Yi Lee
ICML 2025 poster
https://openreview.net/forum?id=hslOzRxzXL
icml2025.csv
2,025
ICML
Lightweight-Mark: Rethinking Deep Learning-Based Watermarking
Yupeng Qiu; Han Fang; Ee-Chien Chang
ICML 2025 poster
https://openreview.net/forum?id=ag3uveGZCb
icml2025.csv
2,025
ICML
Refining Adaptive Zeroth-Order Optimization at Ease
Yao Shu; Qixin Zhang; Kun He; Zhongxiang Dai
ICML 2025 poster
https://openreview.net/forum?id=NpIIbrg361
icml2025.csv
2,025
ICML
GenMol: A Drug Discovery Generalist with Discrete Diffusion
Seul Lee; Karsten Kreis; Srimukh Prasad Veccham; Meng Liu; Danny Reidenbach; Yuxing Peng; Saee Gopal Paliwal; Weili Nie; Arash Vahdat
ICML 2025 poster
https://openreview.net/forum?id=KM7pXWG1xj
icml2025.csv
2,025
ICML
Simple Policy Optimization
Zhengpeng Xie; Qiang Zhang; Fan Yang; Marco Hutter; Renjing Xu
ICML 2025 poster
https://openreview.net/forum?id=SG8Yx1FyeU
icml2025.csv
2,025
ICML
Deep Bayesian Filter for Bayes-Faithful Data Assimilation
Yuta Tarumi; Keisuke Fukuda; Shin-ichi Maeda
ICML 2025 poster
https://openreview.net/forum?id=LftsDSnwH8
icml2025.csv
2,025
ICML
EasyInv: Toward Fast and Better DDIM Inversion
Ziyue Zhang; Mingbao Lin; Shuicheng YAN; Rongrong Ji
ICML 2025 poster
https://openreview.net/forum?id=n3IkEjDq4V
icml2025.csv
2,025
ICML
Learning to Stop: Deep Learning for Mean Field Optimal Stopping
Lorenzo Magnino; Yuchen Zhu; Mathieu Lauriere
ICML 2025 poster
https://openreview.net/forum?id=LJvtuXhcIs
icml2025.csv
2,025
ICML
Learn Singularly Perturbed Solutions via Homotopy Dynamics
Chuqi CHEN; Yahong Yang; Yang Xiang; Wenrui Hao
ICML 2025 poster
https://openreview.net/forum?id=OqutBNEEjz
icml2025.csv
2,025
ICML
OmniBal: Towards Fast Instruction-Tuning for Vision-Language Models via Omniverse Computation Balance
Yongqiang Yao; Jingru Tan; Feizhao Zhang; Jiahao Hu; Yazhe Niu; JinXin; Bo Li; Pengfei Liu; Ruihao Gong; Dahua Lin; Ningyi Xu
ICML 2025 poster
https://openreview.net/forum?id=q6f9Fg9LHe
icml2025.csv
2,025
ICML
Flow Matching for Few-Trial Neural Adaptation with Stable Latent Dynamics
Puli Wang; Yu Qi; Yueming Wang; Gang Pan
ICML 2025 poster
https://openreview.net/forum?id=nKJEAQ6JCY
icml2025.csv
2,025
ICML
Nesterov Method for Asynchronous Pipeline Parallel Optimization
Thalaiyasingam Ajanthan; Sameera Ramasinghe; Yan Zuo; Gil Avraham; Alexander Long
ICML 2025 poster
https://openreview.net/forum?id=9CCJJFiutB
icml2025.csv
2,025
ICML
Efficient Noise Calculation in Deep Learning-based MRI Reconstructions
Onat Dalmaz; Arjun D Desai; Reinhard Heckel; Tolga Cukur; Akshay S Chaudhari; Brian Hargreaves
ICML 2025 poster
https://openreview.net/forum?id=br7fTbnd16
icml2025.csv
2,025
ICML
Agent-Centric Actor-Critic for Asynchronous Multi-Agent Reinforcement Learning
Whiyoung Jung; Sunghoon Hong; Deunsol Yoon; Kanghoon Lee; Woohyung Lim
ICML 2025 poster
https://openreview.net/forum?id=323GZNnGqe
icml2025.csv
2,025
ICML
ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding
Xingyu Fu; Minqian Liu; Zhengyuan Yang; John Richard Corring; Yijuan Lu; Jianwei Yang; Dan Roth; Dinei Florencio; Cha Zhang
ICML 2025 poster
https://openreview.net/forum?id=a7qFlPOTix
icml2025.csv
2,025
ICML
Understanding Nonlinear Implicit Bias via Region Counts in Input Space
Jingwei Li; Jing Xu; Zifan Wang; Huishuai Zhang; Jingzhao Zhang
ICML 2025 poster
https://openreview.net/forum?id=0K4H3TBIIV
icml2025.csv
2,025
ICML
Scaling Trends in Language Model Robustness
Nikolaus H. R. Howe; Ian R. McKenzie; Oskar John Hollinsworth; Michał Zając; Tom Tseng; Aaron David Tucker; Pierre-Luc Bacon; Adam Gleave
ICML 2025 spotlightposter
https://openreview.net/forum?id=tNGdLEL4R0
icml2025.csv
2,025
ICML
Tracking The Best Expert Privately
Hilal Asi; Vinod Raman; Aadirupa Saha
ICML 2025 poster
https://openreview.net/forum?id=WhHHQXVBdi
icml2025.csv
2,025
ICML
Towards Black-Box Membership Inference Attack for Diffusion Models
Jingwei Li; Jing Dong; Tianxing He; Jingzhao Zhang
ICML 2025 poster
https://openreview.net/forum?id=UlHHz2XYP7
icml2025.csv
2,025
ICML
Predicting mutational effects on protein binding from folding energy
Arthur Deng; Karsten D. Householder; Fang Wu; K. Christopher Garcia; Brian L. Trippe
ICML 2025 poster
https://openreview.net/forum?id=En0vq4ICkW
icml2025.csv
2,025
ICML
De-mark: Watermark Removal in Large Language Models
Ruibo Chen; Yihan Wu; Junfeng Guo; Heng Huang
ICML 2025 poster
https://openreview.net/forum?id=5dF4mqVVqK
icml2025.csv
2,025
ICML
Super Deep Contrastive Information Bottleneck for Multi-modal Clustering
Zhengzheng Lou; Ke Zhang; Yucong Wu; Shizhe Hu
ICML 2025 poster
https://openreview.net/forum?id=UCn7dyYa4h
icml2025.csv
2,025
ICML
Learning to Steer Learners in Games
Yizhou Zhang; Yian Ma; Eric Mazumdar
ICML 2025 poster
https://openreview.net/forum?id=gTDUSrjQLy
icml2025.csv
2,025
ICML
Efficiently Serving Large Multimodal Models Using EPD Disaggregation
Gursimran Singh; Xinglu Wang; Yifan Hu; Timothy Tin Long Yu; Linzi Xing; Wei Jiang; Zhefeng Wang; Bai Xiaolong; Yi Li; Ying Xiong; Yong Zhang; Zhenan Fan
ICML 2025 poster
https://openreview.net/forum?id=n7VLFYNoCb
icml2025.csv
2,025
ICML
Learning Safe Control via On-the-Fly Bandit Exploration
Alexandre Capone; Ryan Kazuo Cosner; Aaron Ames; Sandra Hirche
ICML 2025 poster
https://openreview.net/forum?id=X6nIBckemw
icml2025.csv
2,025
ICML
Leveraging Skills from Unlabeled Prior Data for Efficient Online Exploration
Max Wilcoxson; Qiyang Li; Kevin Frans; Sergey Levine
ICML 2025 poster
https://openreview.net/forum?id=perpuTFEF7
icml2025.csv
2,025
ICML
CostFilter-AD: Enhancing Anomaly Detection through Matching Cost Filtering
Zhe Zhang; Mingxiu Cai; Hanxiao Wang; Gaochang Wu; Tianyou Chai; Xiatian Zhu
ICML 2025 poster
https://openreview.net/forum?id=6p2wsBeYSs
icml2025.csv
2,025
ICML
An Instrumental Value for Data Production and its Application to Data Pricing
Rui Ai; Boxiang Lyu; Zhaoran Wang; Zhuoran Yang; Haifeng Xu
ICML 2025 poster
https://openreview.net/forum?id=m4Q3CkuUyV
icml2025.csv
2,025
ICML
Improving Generalization with Flat Hilbert Bayesian Inference
Tuan Truong; Quyen Tran; Ngoc-Quan Pham; Nhat Ho; Dinh Phung; Trung Le
ICML 2025 poster
https://openreview.net/forum?id=pzbr7MGzEH
icml2025.csv
2,025
ICML
WeGeFT: Weight‑Generative Fine‑Tuning for Multi‑Faceted Efficient Adaptation of Large Models
Chinmay Savadikar; Xi Song; Tianfu Wu
ICML 2025 poster
https://openreview.net/forum?id=K0sv5T2usb
icml2025.csv
2,025
ICML
Proxy-FDA: Proxy-based Feature Distribution Alignment for Fine-tuning Vision Foundation Models without Forgetting
Chen Huang; Skyler Seto; Hadi Pouransari; Mehrdad Farajtabar; Raviteja Vemulapalli; Fartash Faghri; Oncel Tuzel; Barry-John Theobald; Joshua M. Susskind
ICML 2025 poster
https://openreview.net/forum?id=TfB7AHM2bJ
icml2025.csv
2,025
ICML
Splitting & Integrating: Out-of-Distribution Detection via Adversarial Gradient Attribution
Jiayu Zhang; Xinyi Wang; Zhibo Jin; Zhiyu Zhu; Jianlong Zhou; Fang Chen; Huaming Chen
ICML 2025 poster
https://openreview.net/forum?id=b1Bae7TKmw
icml2025.csv
2,025
ICML
Adaptive Exploration for Multi-Reward Multi-Policy Evaluation
Alessio Russo; Aldo Pacchiano
ICML 2025 poster
https://openreview.net/forum?id=32IBDeRFgZ
icml2025.csv
2,025
ICML
Retrieval-Augmented Language Model for Knowledge-aware Protein Encoding
Jiasheng Zhang; Delvin Ce Zhang; Shuang Liang; Zhengpin Li; Rex Ying; Jie Shao
ICML 2025 poster
https://openreview.net/forum?id=TJHhXzTcQe
icml2025.csv
2,025
ICML
Optimizing Robustness and Accuracy in Mixture of Experts: A Dual-Model Approach
Xu Zhang; Kaidi Xu; Ziqing Hu; Ren Wang
ICML 2025 poster
https://openreview.net/forum?id=cngMks94dR
icml2025.csv
2,025
ICML
LieRE: Lie Rotational Positional Encodings
Sophie Ostmeier; Brian Axelrod; Maya Varma; Michael Moseley; Akshay S Chaudhari; Curtis Langlotz
ICML 2025 poster
https://openreview.net/forum?id=yMJAYbGcCc
icml2025.csv
2,025
ICML
Not all solutions are created equal: An analytical dissociation of functional and representational similarity in deep linear neural networks
Lukas Braun; Erin Grant; Andrew M Saxe
ICML 2025 spotlightposter
https://openreview.net/forum?id=YucuAuXMpT
icml2025.csv
2,025
ICML
BILBO: BILevel Bayesian Optimization
Ruth Wan Theng Chew; Quoc Phong Nguyen; Bryan Kian Hsiang Low
ICML 2025 poster
https://openreview.net/forum?id=8S5rzd08FI
icml2025.csv
2,025
ICML
Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning
DiJia Su; Hanlin Zhu; Yingchen Xu; Jiantao Jiao; Yuandong Tian; Qinqing Zheng
ICML 2025 poster
https://openreview.net/forum?id=hYfOPXrbUr
icml2025.csv
2,025
ICML
Generative Social Choice: The Next Generation
Niclas Boehmer; Sara Fish; Ariel D. Procaccia
ICML 2025 oral
https://openreview.net/forum?id=E1E6T7KHlR
icml2025.csv
2,025
ICML
Quadratic Upper Bound for Boosting Robustness
Euijin You; Hyang-Won Lee
ICML 2025 poster
https://openreview.net/forum?id=flxvawr9N2
icml2025.csv
2,025
ICML
Towards Global-level Mechanistic Interpretability: A Perspective of Modular Circuits of Large Language Models
Yinhan He; Wendy Zheng; Yushun Dong; Yaochen Zhu; Chen Chen; Jundong Li
ICML 2025 poster
https://openreview.net/forum?id=do5vVfKEXZ
icml2025.csv
2,025
ICML
Contrastive Localized Language-Image Pre-Training
Hong-You Chen; Zhengfeng Lai; Haotian Zhang; Xinze Wang; Marcin Eichner; Keen You; Meng Cao; Bowen Zhang; Yinfei Yang; Zhe Gan
ICML 2025 poster
https://openreview.net/forum?id=sGQEOXlezg
icml2025.csv
2,025
ICML
Concurrent Reinforcement Learning with Aggregated States via Randomized Least Squares Value Iteration
Yan Chen; Qinxun Bai; Yiteng Zhang; Maria Dimakopoulou; Shi Dong; Qi Sun; Zhengyuan Zhou
ICML 2025 poster
https://openreview.net/forum?id=MhYnnDBAJ8
icml2025.csv
2,025
ICML
SEAD: Unsupervised Ensemble of Streaming Anomaly Detectors
Saumya Gaurang Shah; Abishek Sankararaman; Balakrishnan Murali Narayanaswamy; Vikramank Singh
ICML 2025 poster
https://openreview.net/forum?id=9stlHtljkj
icml2025.csv
2,025
ICML
WOMD-Reasoning: A Large-Scale Dataset for Interaction Reasoning in Driving
Yiheng Li; Cunxin Fan; Chongjian GE; Seth Z. Zhao; Chenran Li; Chenfeng Xu; Huaxiu Yao; Masayoshi Tomizuka; Bolei Zhou; Chen Tang; Mingyu Ding; Wei Zhan
ICML 2025 poster
https://openreview.net/forum?id=lTBq5LOUKC
icml2025.csv
2,025
ICML
Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence
Shangbin Feng; Zifeng Wang; Yike Wang; Sayna Ebrahimi; Hamid Palangi; Lesly Miculicich; Achin Kulshrestha; Nathalie Rauschmayr; Yejin Choi; Yulia Tsvetkov; Chen-Yu Lee; Tomas Pfister
ICML 2025 poster
https://openreview.net/forum?id=AUtO02LArY
icml2025.csv
2,025
ICML
An Asymptotically Optimal Approximation Algorithm for Multiobjective Submodular Maximization at Scale
Fabian Christian Spaeh; Atsushi Miyauchi
ICML 2025 poster
https://openreview.net/forum?id=LwXXnqM4uP
icml2025.csv
2,025
ICML
Explainable Concept Generation through Vision-Language Preference Learning for Understanding Neural Networks' Internal Representations
Aditya Taparia; Som Sagar; Ransalu Senanayake
ICML 2025 poster
https://openreview.net/forum?id=koGlzcbXt3
icml2025.csv
2,025
ICML
Leveraging Offline Data in Linear Latent Contextual Bandits
Chinmaya Kausik; Kevin Tan; Ambuj Tewari
ICML 2025 poster
https://openreview.net/forum?id=jMNQaNbjQl
icml2025.csv
2,025
ICML
Automated Hypothesis Validation with Agentic Sequential Falsifications
Kexin Huang; Ying Jin; Ryan Li; Michael Y. Li; Emmanuel Candes; Jure Leskovec
ICML 2025 poster
https://openreview.net/forum?id=iTevNo8PzG
icml2025.csv
2,025
ICML
MELON: Provable Defense Against Indirect Prompt Injection Attacks in AI Agents
Kaijie Zhu; Xianjun Yang; Jindong Wang; Wenbo Guo; William Yang Wang
ICML 2025 poster
https://openreview.net/forum?id=gt1MmGaKdZ
icml2025.csv
2,025
ICML
Improving the Variance of Differentially Private Randomized Experiments through Clustering
Adel Javanmard; Vahab Mirrokni; Jean Pouget-Abadie
ICML 2025 poster
https://openreview.net/forum?id=ypDMPB0qY2
icml2025.csv
2,025
ICML
Learn from Downstream and Be Yourself in Multimodal Large Language Models Fine-Tuning
Wenke Huang; Jian Liang; Zekun Shi; Didi Zhu; Guancheng Wan; He Li; Bo Du; Dacheng Tao; Mang Ye
ICML 2025 poster
https://openreview.net/forum?id=FKqmIAnkrb
icml2025.csv
2,025
ICML
Invariance Makes LLM Unlearning Resilient Even to Unanticipated Downstream Fine-Tuning
Changsheng Wang; Yihua Zhang; Jinghan Jia; Parikshit Ram; Dennis Wei; Yuguang Yao; Soumyadeep Pal; Nathalie Baracaldo; Sijia Liu
ICML 2025 poster
https://openreview.net/forum?id=x2lm33kdrZ
icml2025.csv
2,025
ICML
Towards LLM Unlearning Resilient to Relearning Attacks: A Sharpness-Aware Minimization Perspective and Beyond
Chongyu Fan; Jinghan Jia; Yihua Zhang; Anil Ramakrishna; Mingyi Hong; Sijia Liu
ICML 2025 poster
https://openreview.net/forum?id=zZjLv6F0Ks
icml2025.csv
2,025
ICML
Towards a Mechanistic Explanation of Diffusion Model Generalization
Matthew Niedoba; Berend Zwartsenberg; Kevin Patrick Murphy; Frank Wood
ICML 2025 spotlightposter
https://openreview.net/forum?id=Hrp6jRIKdX
icml2025.csv
2,025
ICML
Adaptive Data Collection for Robust Learning Across Multiple Distributions
Chengbo Zang; Mehmet Kerem Turkcan; Gil Zussman; Zoran Kostic; Javad Ghaderi
ICML 2025 poster
https://openreview.net/forum?id=n8fJdB6GMZ
icml2025.csv
2,025
ICML
Can We Predict Performance of Large Models across Vision-Language Tasks?
Qinyu Zhao; Ming Xu; Kartik Gupta; Akshay Asthana; Liang Zheng; Stephen Gould
ICML 2025 poster
https://openreview.net/forum?id=A9XePhy4Z3
icml2025.csv
2,025
ICML
Regress, Don't Guess: A Regression-like Loss on Number Tokens for Language Models
Jonas Zausinger; Lars Pennig; Anamarija Kozina; Sean Sdahl; Julian Sikora; Adrian Dendorfer; Timofey Kuznetsov; Mohamad Hagog; Nina Wiedemann; Kacper Chlodny; Vincent Limbach; Anna Ketteler; Thorben Prein; Vishwa Mohan Singh; Michael Danziger; Jannis Born
ICML 2025 poster
https://openreview.net/forum?id=V66xc5KxgY
icml2025.csv
2,025
ICML
Efficient Optimization with Orthogonality Constraint: a Randomized Riemannian Submanifold Method
Andi Han; Pierre-Louis Poirion; Akiko Takeda
ICML 2025 poster
https://openreview.net/forum?id=9JpzL95oYE
icml2025.csv
2,025
ICML
Towards Cost-Effective Reward Guided Text Generation
Ahmad Rashid; Ruotian Wu; Rongqi Fan; Hongliang Li; Agustinus Kristiadi; Pascal Poupart
ICML 2025 poster
https://openreview.net/forum?id=mwZzyF7J3D
icml2025.csv
2,025
ICML
Learning State-Based Node Representations from a Class Hierarchy for Fine-Grained Open-Set Detection
Spandan Pyakurel; Qi Yu
ICML 2025 poster
https://openreview.net/forum?id=NO7egHvBHa
icml2025.csv
2,025
ICML
Hybrid Quantum-Classical Multi-Agent Pathfinding
Thore Gerlach; Loong Kuan Lee; Frederic BARBARESCO; Nico Piatkowski
ICML 2025 poster
https://openreview.net/forum?id=KWzddk0Ejx
icml2025.csv
2,025
ICML
OrcaLoca: An LLM Agent Framework for Software Issue Localization
Zhongming Yu; Hejia Zhang; Yujie Zhao; Hanxian Huang; Matrix Yao; Ke Ding; Jishen Zhao
ICML 2025 poster
https://openreview.net/forum?id=LyUfPOvM6I
icml2025.csv
2,025
ICML
Of Mice and Machines: A Comparison of Learning Between Real World Mice and RL Agents
Shuo Han; German Espinosa; Junda Huang; Daniel Dombeck; Malcolm A. MacIver; Bradly C. Stadie
ICML 2025 poster
https://openreview.net/forum?id=q2pjlx1OeX
icml2025.csv
2,025
ICML
SHARP-Distill: A 68× Faster Recommender System with Hypergraph Neural Networks and Language Models
Saman Forouzandeh; Parham Moradi; Mahdi Jalili
ICML 2025 poster
https://openreview.net/forum?id=3hYrORJndz
icml2025.csv
2,025
ICML
Automated Red Teaming with GOAT: the Generative Offensive Agent Tester
Maya Pavlova; Erik Brinkman; Krithika Iyer; Vítor Albiero; Joanna Bitton; Hailey Nguyen; Cristian Canton Ferrer; Ivan Evtimov; Aaron Grattafiori
ICML 2025 poster
https://openreview.net/forum?id=bDBnd9T2Cz
icml2025.csv
2,025
ICML
SketchDNN: Joint Continuous-Discrete Diffusion for CAD Sketch Generation
Sathvik Reddy Chereddy; John Femiani
ICML 2025 poster
https://openreview.net/forum?id=CxnKXLDCZM
icml2025.csv
2,025
ICML
Instance-Optimal Pure Exploration for Linear Bandits on Continuous Arms
Sho Takemori; Yuhei Umeda; Aditya Gopalan
ICML 2025 poster
https://openreview.net/forum?id=egqOSr5gGw
icml2025.csv
2,025
ICML
Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting
Zhining Liu; Ze Yang; Xiao Lin; Ruizhong Qiu; Tianxin Wei; Yada Zhu; Hendrik Hamann; Jingrui He; Hanghang Tong
ICML 2025 poster
https://openreview.net/forum?id=sdFRCRk1pP
icml2025.csv
2,025
ICML
Unpaired Point Cloud Completion via Unbalanced Optimal Transport
Taekyung Lee; Jaemoo Choi; Jaewoong Choi; Myungjoo Kang
ICML 2025 poster
https://openreview.net/forum?id=j07qnZjYIU
icml2025.csv
2,025
ICML
A First-order Generative Bilevel Optimization Framework for Diffusion Models
Quan Xiao; Hui Yuan; A F M Saif; Gaowen Liu; Ramana Rao Kompella; Mengdi Wang; Tianyi Chen
ICML 2025 poster
https://openreview.net/forum?id=3qL4LRUaJ8
icml2025.csv
2,025
ICML
Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models
Linhao Luo; Zicheng Zhao; Gholamreza Haffari; Yuan-Fang Li; Chen Gong; Shirui Pan
ICML 2025 poster
https://openreview.net/forum?id=Fr7kH2SFq7
icml2025.csv
2,025
ICML
FedECADO: A Dynamical System Model of Federated Learning
Aayushya Agarwal; Gauri Joshi; Lawrence Pileggi
ICML 2025 poster
https://openreview.net/forum?id=gujuGnbhZr
icml2025.csv
2,025
ICML
Intersectional Fairness in Reinforcement Learning with Large State and Constraint Spaces
Eric Eaton; Marcel Hussing; Michael Kearns; Aaron Roth; Sikata Bela Sengupta; Jessica Sorrell
ICML 2025 poster
https://openreview.net/forum?id=brn95athTo
icml2025.csv
2,025
ICML
Exploiting Curvature in Online Convex Optimization with Delayed Feedback
Hao Qiu; Emmanuel Esposito; Mengxiao Zhang
ICML 2025 poster
https://openreview.net/forum?id=dkcraXnIIL
icml2025.csv
2,025
ICML
Training Diffusion-based Generative Models with Limited Data
Zhaoyu Zhang; Yang Hua; Guanxiong Sun; Hui Wang; Seán McLoone
ICML 2025 poster
https://openreview.net/forum?id=NDH7AzljFD
icml2025.csv
2,025
ICML
Inverse Optimization via Learning Feasible Regions
Ke Ren; Peyman Mohajerin Esfahani; Angelos Georghiou
ICML 2025 poster
https://openreview.net/forum?id=lEV0x6aDKc
icml2025.csv
2,025
ICML
GIVE: Structured Reasoning of Large Language Models with Knowledge Graph Inspired Veracity Extrapolation
Jiashu He; Mingyu Derek Ma; Jinxuan Fan; Dan Roth; Wei Wang; Alejandro Ribeiro
ICML 2025 poster
https://openreview.net/forum?id=9buvSnaiMp
icml2025.csv
2,025
ICML
Fast Exact Unlearning for In-Context Learning Data for LLMs
Andrei Ioan Muresanu; Anvith Thudi; Michael R. Zhang; Nicolas Papernot
ICML 2025 poster
https://openreview.net/forum?id=TzNVZEsqTi
icml2025.csv
2,025
ICML
SafeMap: Robust HD Map Construction from Incomplete Observations
Xiaoshuai Hao; Lingdong Kong; Rong Yin; Pengwei Wang; Jing Zhang; Yunfeng Diao; Shu Zhao
ICML 2025 poster
https://openreview.net/forum?id=O1scMa6d1d
icml2025.csv
2,025
ICML
Bridging Protein Sequences and Microscopy Images with Unified Diffusion Models
Dihan Zheng; Bo Huang
ICML 2025 poster
https://openreview.net/forum?id=r4XfIgD77g
icml2025.csv
2,025
ICML
Differentially Private Space-Efficient Algorithms for Counting Distinct Elements in the Turnstile Model
Rachel Cummings; Alessandro Epasto; Jieming Mao; Tamalika Mukherjee; Tingting Ou; Peilin Zhong
ICML 2025 poster
https://openreview.net/forum?id=O37Pg2cm7y
icml2025.csv
2,025
ICML
ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks
Saurabh Jha; Rohan R. Arora; Yuji Watanabe; Takumi Yanagawa; Yinfang Chen; Jackson Clark; Bhavya Bhavya; Mudit Verma; Harshit Kumar; Hirokuni Kitahara; Noah Zheutlin; Saki Takano; Divya Pathak; Felix George; Xinbo Wu; Bekir O Turkkan; Gerard Vanloo; Michael Nidd; Ting Dai; Oishik Chatterjee; Pranjal Gupta; Suranjana Sa...
ICML 2025 oral
https://openreview.net/forum?id=jP59rz1bZk
icml2025.csv
2,025
ICML
Mixed-curvature decision trees and random forests
Philippe Chlenski; Quentin Chu; Raiyan R. Khan; Kaizhu Du; Antonio Khalil Moretti; Itsik Pe'er
ICML 2025 poster
https://openreview.net/forum?id=wptlUkP48t
icml2025.csv
2,025
ICML
PIPA: Preference Alignment as Prior-Informed Statistical Estimation
Junbo Li; Zhangyang Wang; qiang liu
ICML 2025 poster
https://openreview.net/forum?id=XFz3EJS8RW
icml2025.csv
2,025
ICML
MixMin: Finding Data Mixtures via Convex Minimization
Anvith Thudi; Evianne Rovers; Yangjun Ruan; Tristan Thrush; Chris J. Maddison
ICML 2025 poster
https://openreview.net/forum?id=wpaxYGgp2n
icml2025.csv
2,025
ICML
Efficient Fine-Grained Guidance for Diffusion Model Based Symbolic Music Generation
Tingyu Zhu; Haoyu Liu; Ziyu Wang; Zhimin Jiang; Zeyu Zheng
ICML 2025 poster
https://openreview.net/forum?id=oo6ucNx10s
icml2025.csv
2,025
ICML
RISE: Radius of Influence based Subgraph Extraction for 3D Molecular Graph Explanation
Jingxiang Qu; Wenhan Gao; Jiaxing Zhang; Xufeng Liu; Hua Wei; Haibin Ling; Yi Liu
ICML 2025 poster
https://openreview.net/forum?id=mSCjZg0Ob0
icml2025.csv