Linearized alternating direction method of multipliers for elastic-net support vector machines. - Rongmei Liang; Xiaofei Wu; Zhimin Zhang (Pattern Recognit., 2024)

A unified consensus-based parallel algorithm for high-dimensional regression with combined regularizations. - Xiaofei Wu; Rongmei Liang; Zhimin Zhang; Zhenyu Cui (Comput. Stat. Data Anal., 2025)

Enhancing Variable Selection in Large-scale Logistic Regression: Leveraging Manual Labeling with Beneficial Noise. - Xiaofei Wu; Rongmei Liang (CoRR, 2025)

Feature splitting parallel algorithm for Dantzig selectors. - Xiaofei Wu; Yue Chao; Rongmei Liang; Shi Tang; Zhimin Zhang (Stat. Comput., 2025)

Parallel ADMM Algorithm with Gaussian Back Substitution for High-Dimensional Quantile Regression and Classification. - Xiaofei Wu; Dingzi Guo; Rongmei Liang; Zhimin Zhang (Stat. Comput., 2025)