Generalization Analysis of Stochastic Weight Averaging with General Sampling. - Peng Wang; Li Shen 008; Zerui Tao; Shuaida He; Dacheng Tao (ICML, 2024)

High-dimensional sparse single-index regression via Hilbert-Schmidt independence criterion. - Xin Chen; Chang Deng; Shuaida He; Runxiong Wu; Jia Zhang (Stat. Comput., 2024)

Robust direction estimation in single-index models via cumulative divergence. - Shuaida He; Jiarui Zhang; Xin Chen 047 (Comput. Stat. Data Anal., 2025)