Generalization Guarantee of Training Graph Convolutional Networks with Graph Topology SamplingHongkang LiMeng Wanget al.2022ICML 2022
Learning on Transformers is Provable Low-Rank and Sparse: A One-layer AnalysisHongkang LiMeng Wanget al.2024SAM 2024
HOW CAN PERSONALIZED CONTEXT HELP? EXPLORING JOINT RETRIEVAL OF PASSAGE AND PERSONALIZED CONTEXTHui WanHongkang Liet al.2024ICASSP 2024
How Does Promoting the Minority Fraction Affect Generalization? A Theoretical Study of One-Hidden-Layer Neural Network on Group ImbalanceHongkang LiShuai Zhanget al.2024Ieee Journal Of Selected Topics In Signal Processing