Name: Zhou Huijuan
Title: Associate Professor
Research Direction: Large-scale statistical inference, microbiome data analysis
Courses taught: Mathematical Statistics, Statistics, Statistical Theory and Methods
E-mail：zhouhuijuan@mail.shufe.edu.cn
Phone: 021-65901116
Research Project
Serial Number | Project Name | Project Number | Project Source | Start and End Time | Project Funds |
1 | Research on Statistical Analysis Methods for Microbiome Data | 12201384 | National Natural Science Foundation Youth Project | 2023.1-2025.12 | 300,000 yuan |
Research Field
Large-scale statistical inference, microbiome data analysis
Educational Background
2016.09-2021.12 Renmin University of China School of Statistics and Big Data Doctorate
2018.08-2021.05 Texas A&M University Department of Statistics Doctorate
2012.09-2016.06 Wuhan University College of Mathematics and Statistics Bachelor's Degree
Work Experience
2026.7-Present Associate Professor, School of Statistics and Management, Shanghai University of Finance and Economics
2021.12-2026.6 Assistant Professor, School of Statistics and Management, Shanghai University of Finance and Economics
Research Achievements
Huijuan Zhou, Jun Chen & Xianyang Zhang (2025). BMDD: A probabilistic framework for accurate imputation of zero-inflated microbiome sequencing data. PLOS Computational Biology, 21(10): e1013124.
Xianyang Zhang & Huijuan Zhou (2025). Generalization bounds and model complexity for Kolmogorov–Arnold networks. ICLR.
Haibing Zhao & Huijuan Zhou (2024). τ-censored weighted Benjamini-Hochberg procedures under independence. Biometrika, 111(2), 479 – 496.
Huijuan Zhou, Kejun He, Jun Chen & Xianyang Zhang (2022). LinDA: Linear models for differential abundance analysis of microbiome compositional data. Genome Biology, 23:95.
Huijuan Zhou, Xianyang Zhang & Jun Chen (2021). Covariate adaptive family-wise error rate control for genome-wide association studies. Biometrika, 108(4), 915 – 931.
Reward,honors
2020 Student Paper Award International Chinese Statistical Association (ICSA)
2020 National Scholarship for Doctoral Students Ministry of Education
