Education

Ph.D. in Statistics, University of Science and Technology of China, Sep, 2017 - Dec, 2021

B.S. in Statistics, Southwest Jiaotong University, Sep, 2013 - Jun, 2017

Work Experience

Postdoctoral Fellow, University of Science and Technology of China, Dec, 2022 - Present

Postdoctoral Fellow, Chinese University of Hong Kong, Shenzhen, Jan, 2022 - Oct, 2022

Publications

Communication-efficient estimation for distributed subset selection , Statistics and Computing , 2023 , 33(6): 141-141.

Simultaneous Dimension Reduction and Variable Selection for Multinomial Logistic Regression, INFORMS Journal on Computing, 2023, 35(5): 1044-1060.

Fast Stagewise Sparse Factor Regression. Journal of Machine Learning Research, 23(271), 1-45.

Controlling the false discovery rate for latent factors via unit-rank deflation, Statistics & Probability Letters, 178.

Parallel integrative learning for large-scale multi-response regression with incomplete outcomes, Computational Statistics & Data Analysis, 160.

Innovated scalable efficient inference for ultra-large graphical models, Statistics & Probability Letters, 173.

Dimensionality reduction by soft-margin support vector machine, In 2017 IEEE International Conference on Agents. IEEE.