研究领域

高维数据分析,聚类分析,分布式学习,中介分析


教育背景

本科,厦门大学,2012-2016

博士,厦门大学,2016-2022


荣誉与奖励

2020年博士研究生国家奖学金


论文发表

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.