GS-EMA: Integrating Gradient Surgery Exponential Moving Average with Boundary-Aware Contrastive Learning for Enhanced Domain Generalization…
A Bargaining-based Approach for Feature Trading in Vertical Federated Learningby Yue Cui, Liuyi Yao, Zitao…
Optimal Transport for Structure Learning Under Missing Databy Vy Vo, He Zhao, Trung Le, Edwin…
Learning solution operators of PDEs defined on varying domains via MIONetby Shanshan Xiao, Pengzhan Jin,…
Trajectory-wise Iterative Reinforcement Learning Framework for Auto-biddingby Haoming Li, Yusen Huo, Shuai Dou, Zhenzhe Zheng,…
Sampling-based Distributed Training with Message Passing Neural Networkby Priyesh Kakka, Sheel Nidhan, Rishikesh Ranade, Jay…
Remaining-data-free Machine Unlearning by Suppressing Sample Contributionby Xinwen Cheng, Zhehao Huang, Wenxin Zhou, Zhengbao He,…
MSPipe: Efficient Temporal GNN Training via Staleness-Aware Pipelineby Guangming Sheng, Junwei Su, Chao Huang, Chuan…
Physics-constrained polynomial chaos expansion for scientific machine learning and uncertainty quantificationby Himanshu Sharma, Lukáš Novák,…
Fine-tuning CLIP Text Encoders with Two-step Paraphrasingby Hyunjae Kim, Seunghyun Yoon, Trung Bui, Handong Zhao,…