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ICML 2025 Conference Submissions
Improving Generalization in Federated Learning with Highly Heterogeneous Data via Momentum-Based Stochastic Controlled Weight Averaging
Junkang Liu
,
Yuanyuan Liu
,
Fanhua Shang
,
Hongying Liu
,
Jin Liu
,
Wei Feng
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Point-Level Topological Representation Learning on Point Clouds
Vincent Peter Grande
,
Michael T Schaub
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
A Hitchhiker's Guide to Scaling Law Estimation
Leshem Choshen
,
Yang Zhang
,
Jacob Andreas
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Provably Mitigating Corruption, Overoptimization, and Verbosity Simultaneously in Offline and Online RLHF/DPO Alignment
Ziyi Chen
,
Junyi Li
,
Peiran Yu
,
Heng Huang
23 Jan 2025 (modified: 18 Jun 2025)
Submitted to ICML 2025
Readers:
Everyone
iN2V: Bringing Transductive Node Embeddings to Inductive Graphs
Nicolas Lell
,
Ansgar Scherp
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
FLAM: Frame-Wise Language-Audio Modeling
Yusong Wu
,
Christos Tsirigotis
,
Ke Chen
,
Cheng-Zhi Anna Huang
,
Aaron Courville
,
Oriol Nieto
,
Prem Seetharaman
,
Justin Salamon
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Probabilistic Group Mask Guided Discrete Optimization for Incremental Learning
Fengqiang Wan
,
Yang Yang
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
The Value of Prediction in Identifying the Worst-Off
Unai Fischer-Abaigar
,
Christoph Kern
,
Juan Carlos Perdomo
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 oral
Readers:
Everyone
Improved Coresets for Vertical Federated Learning: Regularized Linear and Logistic Regressions
Supratim Shit
,
Gurmehak kaur chadha
,
Surendra kumar
,
Bapi Chatterjee
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
A Cross Modal Knowledge Distillation & Data Augmentation Recipe for Improving Transcriptomics Representations through Morphological Features
Ihab Bendidi
,
Yassir El Mesbahi
,
Alisandra Kaye Denton
,
Karush Suri
,
Kian Kenyon-Dean
,
Auguste Genovesio
,
Emmanuel Noutahi
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
A Likelihood Based Approach to Distribution Regression Using Conditional Deep Generative Models
Shivam Kumar
,
Yun Yang
,
Lizhen Lin
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Investigating the Overlooked Hessian Structure: From CNNs to LLMs
Qian-Yuan Tang
,
Yufei Gu
,
Yunfeng Cai
,
Mingming Sun
,
Ping Li
,
zhou Xun
,
Zeke Xie
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
PAC Learning with Improvements
Idan Attias
,
Avrim Blum
,
Keziah Naggita
,
Donya Saless
,
Dravyansh Sharma
,
Matthew Walter
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Logits are All We Need to Adapt Closed Models
Gaurush Hiranandani
,
Haolun Wu
,
Subhojyoti Mukherjee
,
Sanmi Koyejo
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
The Sparse-Plus-Low-Rank Quasi-Newton Method for Entropic-Regularized Optimal Transport
Chenrui Wang
,
Yixuan Qiu
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Learning dynamics in linear recurrent neural networks
Alexandra Maria Proca
,
Clémentine Carla Juliette Dominé
,
Murray Shanahan
,
Pedro A. M. Mediano
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 oral
Readers:
Everyone
Progressively Label Enhancement for Large Language Model Alignment
Biao Liu
,
Ning Xu
,
Xin Geng
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Efficient LiDAR Reflectance Compression via Scanning Serialization
Jiahao Zhu
,
Kang You
,
Dandan Ding
,
Zhan Ma
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Circumventing Backdoor Space via Weight Symmetry
Jie Peng
,
Hongwei Yang
,
Jing Zhao
,
Hengji Dong
,
Hui He
,
Weizhe Zhang
,
Haoyu He
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Dimensionality Reduction on Complex Vector Spaces for Euclidean Distance with Dynamic Weights
Simone Moretti
,
Paolo Pellizzoni
,
Francesco Silvestri
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Breaking the $n^{1.5}$ Additive Error Barrier for Private and Efficient Graph Sparsification via Private Expander Decomposition
Anders Aamand
,
Justin Y. Chen
,
Mina Dalirrooyfard
,
Slobodan Mitrović
,
Yuriy Nevmyvaka
,
Sandeep Silwal
,
Yinzhan Xu
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
KEA: Keeping Exploration Alive by Proactively Coordinating Exploration Strategies
Shih-Min Yang
,
Martin Magnusson
,
Johannes A. Stork
,
Todor Stoyanov
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
OV-MER: Towards Open-Vocabulary Multimodal Emotion Recognition
Zheng Lian
,
Haiyang Sun
,
Licai Sun
,
Haoyu Chen
,
Lan Chen
,
Hao Gu
,
Zhuofan Wen
,
Shun Chen
,
Zhang Siyuan
,
Hailiang Yao
,
Bin Liu
,
Rui Liu
,
Shan Liang
,
Ya Li
,
Jiangyan Yi
,
Jianhua Tao
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Model Uncertainty Quantification by Conformal Prediction in Continual Learning
Rui Gao
,
Weiwei Liu
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Demystifying the Paradox of Importance Sampling with an Estimated History-Dependent Behavior Policy in Off-Policy Evaluation
Hongyi Zhou
,
Josiah P. Hanna
,
Jin Zhu
,
Ying Yang
,
Chengchun Shi
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
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