Research Areas

High-dimensional data analysis, cluster analysis, distributed learning and mediation analysis.

Education

2012.09 - 2016.06 B.S., Economics, School of Economics, Xiamen University.

2016.09 - 2022.06 Ph.D., Statistics, School of Economics, Xiamen University.

Awards

National scholarship for doctoral students, 2020.

Publications

1. Heterogeneity-aware clustered distributed learning for multi-source data analysis (with Qingzhao Zhang, Shuangge Ma and Kuangnan Fang), Journal of Machine Learning Research, 2024, 25(211): 1-60.

2. Community influence analysis in social networks (with Kuangnan Fang, Wei Lan, Chih-Ling Tsai and Qingzhao Zhang), Computational Statistics & Data Analysis, 2024: 108037.

3. Biclustering analysis of functionals via penalized fusion (with Kuangnan Fang, Shuangge Ma and Qingzhao Zhang), Journal of Multivariate Analysis, 2022, 189: 104874.