Publications

4 results for Hongkang Li

Learning on Transformers is Provable Low-Rank and Sparse: A One-layer Analysis
- - Hongkang Li
  - Meng Wang
  - et al.
- 2024
- SAM 2024
Conference paper
HOW CAN PERSONALIZED CONTEXT HELP? EXPLORING JOINT RETRIEVAL OF PASSAGE AND PERSONALIZED CONTEXT
- - Hui Wan
  - Hongkang Li
  - et al.
- 2024
- ICASSP 2024
Conference paper
How Does Promoting the Minority Fraction Affect Generalization? A Theoretical Study of One-Hidden-Layer Neural Network on Group Imbalance
- - Hongkang Li
  - Shuai Zhang
  - et al.
- 2024
- Ieee Journal Of Selected Topics In Signal Processing
Paper
Generalization Guarantee of Training Graph Convolutional Networks with Graph Topology Sampling
- - Hongkang Li
  - Meng Wang
  - et al.
- 2022
- ICML 2022
Conference paper