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ICML 2025 Conference Submissions
AutoCATE: End-to-End, Automated Treatment Effect Estimation
Toon Vanderschueren
,
Tim Verdonck
,
Mihaela van der Schaar
,
Wouter Verbeke
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Provable Length Generalization in Sequence Prediction via Spectral Filtering
Annie Marsden
,
Evan Dogariu
,
Naman Agarwal
,
Xinyi Chen
,
Daniel Suo
,
Elad Hazan
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Exploring Large Action Sets with Hyperspherical Embeddings using von Mises-Fisher Sampling
Walid Bendada
,
Guillaume Salha-Galvan
,
Romain Hennequin
,
Théo Bontempelli
,
Thomas Bouabça
,
Tristan Cazenave
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
DIME: Diffusion-Based Maximum Entropy Reinforcement Learning
Onur Celik
,
Zechu Li
,
Denis Blessing
,
Ge Li
,
Daniel Palenicek
,
Jan Peters
,
Georgia Chalvatzaki
,
Gerhard Neumann
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Distillation Scaling Laws
Dan Busbridge
,
Amitis Shidani
,
Floris Weers
,
Jason Ramapuram
,
Etai Littwin
,
Russell Webb
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Inverse Flow and Consistency Models
Yuchen Zhang
,
Jian Zhou
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
A Sub-Problem Quantum Alternating Operator Ansatz for Correlation Clustering
Lucas Fabian Naumann
,
Jannik Irmai
,
Bjoern Andres
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Modular Duality in Deep Learning
Jeremy Bernstein
,
Laker Newhouse
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Differential Coding for Training-Free ANN-to-SNN Conversion
Zihan Huang
,
Wei Fang
,
Tong Bu
,
Peng Xue
,
Zecheng Hao
,
Wenxuan Liu
,
Yuanhong Tang
,
Zhaofei Yu
,
Tiejun Huang
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
AlphaDPO: Adaptive Reward Margin for Direct Preference Optimization
Junkang Wu
,
Xue Wang
,
Zhengyi Yang
,
Jiancan Wu
,
Jinyang Gao
,
Bolin Ding
,
Xiang Wang
,
Xiangnan He
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Prompt-to-Leaderboard: Prompt-Adaptive LLM Evaluations
Evan Frick
,
Connor Chen
,
Joseph Tennyson
,
Tianle Li
,
Wei-Lin Chiang
,
Anastasios Nikolas Angelopoulos
,
Ion Stoica
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Scaling Off-Policy Reinforcement Learning with Batch and Weight Normalization
Daniel Palenicek
,
Florian Vogt
,
Jan Peters
23 Jan 2025 (modified: 18 Jun 2025)
Submitted to ICML 2025
Readers:
Everyone
$\infty$-Video: A Training-Free Approach to Long Video Understanding via Continuous-Time Memory Consolidation
Saul Santos
,
António Farinhas
,
Daniel C McNamee
,
Andre Martins
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Physics-Informed Generative Modeling of Wireless Channels
Benedikt Böck
,
Andreas Oeldemann
,
Timo Mayer
,
Francesco Rossetto
,
Wolfgang Utschick
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting
Jan Schuchardt
,
Mina Dalirrooyfard
,
Jed Guzelkabaagac
,
Anderson Schneider
,
Yuriy Nevmyvaka
,
Stephan Günnemann
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 spotlightposter
Readers:
Everyone
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing
Tianci Liu
,
Ruirui Li
,
Zihan Dong
,
Hui Liu
,
Xianfeng Tang
,
Qingyu Yin
,
Linjun Zhang
,
Haoyu Wang
,
Jing Gao
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies
Han Zhou
,
Xingchen Wan
,
Ruoxi Sun
,
Hamid Palangi
,
Shariq Iqbal
,
Ivan Vulić
,
Anna Korhonen
,
Sercan O Arik
23 Jan 2025 (modified: 18 Jun 2025)
Submitted to ICML 2025
Readers:
Everyone
Improved Theoretically-Grounded Evolutionary Algorithms for Subset Selection with a Linear Cost Constraint
Dan-Xuan Liu
,
Chao Qian
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Functional Alignment Can Mislead: Examining Model Stitching
Damian Smith
,
Harvey Mannering
,
Antonia Marcu
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 spotlightposter
Readers:
Everyone
Private Model Personalization Revisited
Conor Snedeker
,
Xinyu Zhou
,
Raef Bassily
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Larger or Smaller Reward Margins to Select Preferences for LLM Alignment?
Kexin Huang
,
Junkang Wu
,
Ziqian Chen
,
Xue Wang
,
Jinyang Gao
,
Bolin Ding
,
Jiancan Wu
,
Xiangnan He
,
Xiang Wang
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Learning Robust Neural Processes with Risk-Averse Stochastic Optimization
Huafeng Liu
,
Yiran Fu
,
Liping Jing
,
Hui Li
,
Shuyang Lin
,
Jingyue Shi
,
Deqiang Ouyang
,
Jian Yu
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
PertEval-scFM: Benchmarking Single-Cell Foundation Models for Perturbation Effect Prediction
Aaron Wenteler
,
Martina Occhetta
,
Nikhil Branson
,
Victor Curean
,
Magdalena Huebner
,
William Dee
,
William Connell
,
Siu Pui Chung
,
Alex Hawkins-Hooker
,
Yasha Ektefaie
,
César Miguel Valdez Córdova
,
Amaya Gallagher-Syed
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
ResQ: Mixed-Precision Quantization of Large Language Models with Low-Rank Residuals
Utkarsh Saxena
,
Sayeh Sharify
,
Kaushik Roy
,
Xin Wang
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 spotlightposter
Readers:
Everyone
Vintix: Action Model via In-Context Reinforcement Learning
Andrei Polubarov
,
Lyubaykin Nikita
,
Alexander Derevyagin
,
Ilya Zisman
,
Denis Tarasov
,
Alexander Nikulin
,
Vladislav Kurenkov
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
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