CV

Education

Ph.D in Statistics, The Chinese University of Hong Kong, 2015
B.S. in Statistics, Peking University, 2011

Work experience

Fall 2021: Associate Professor
- Xiamen University
Fall 2015: Assistant Professor
- Xiamen University

Publications

Inferring Absolute Cell Numbers from Relative Proportion in Stochastic Models with Cell Plasticity

Y. Wang, S. Chen, J. Hu* & D. Zhou*. Inferring Absolute Cell Numbers from Relative Proportion in Stochastic Models with Cell Plasticity. Journal of Theoretical Biology. 2025; 608: 112133.

Cell Lineage Tracing: methods, applications, and challenges

S. Mao, C. Zhang, R. Chen, S. Tang, X. Fan* & J. Hu*. Cell Lineage Tracing: methods, applications, and challenges. Quantitative Biology. 2025; 13(4): e70006.

Bayesian inference of phenotypic plasticity of cancer cells based on dynamic model for temporal cell proportion data

S. Chen, Y. Wang, D. Zhou* & J. Hu*. Bayesian inference of phenotypic plasticity of cancer cells based on dynamic model for temporal cell proportion data. Biometrical Journal. 2025; 67(3): e70055.

Reconstruction of gene regulatory networks for Caenorhabditis elegans using tree-shaped gene expression data

Y. Wu, D. Zhou & J. Hu*. Reconstruction of gene regulatory networks for Caenorhabditis elegans using tree-shaped gene expression data. Briefings in Bioinformatics. 2024;25(5):bbae396.

Biclustering analysis on tree-shaped time-series single cell gene expression data of Caenorhabditis elegans

Q. Guan#, X. Yan#, Y. Wu, D. Zhou & J. Hu*. Biclustering analysis on tree-shaped time-series single cell gene expression data of Caenorhabditis elegans. BMC Bioinformatics. 2024;25(1):183.

Penalized Whittle likelihood for spatial data

K. Chen, N.-H. Chan, C.-Y. Yau & J. Hu*. Penalized Whittle likelihood for spatial data. Journal of Multivariate Analysis. 2023; 195: 105156.

Efficient empirical likelihood inference for recovery rate of COVID19 under double-censoring

J. Hu, W. Liang*, H. Dai & Y. Bao. Efficient empirical likelihood inference for recovery rate of COVID19 under double-censoring. Journal of Statistical Planning and Inference. 2022; 221: 172-187.

Correlation for tree-shaped datasets and its Bayesian estimation

S. Mao, X. Fan* & J. Hu*. Correlation for tree-shaped datasets and its Bayesian estimation. Computational Statistics & Data Analysis. 2021; 164: 107307.

Bayesian detection of event spreading pattern from multivariate binary time series

J. Hu, Z. Chen, W. Lin & X. Fan*. Bayesian detection of event spreading pattern from multivariate binary time series. Communications in Statistics-Simulation and Computation. 2021; 52(4): 1225-1244.

Can ODE gene regulatory models neglect time lag or measurement scaling?

J. Hu, H. Qin & X. Fan*. Can ODE gene regulatory models neglect time lag or measurement scaling? Bioinformatics. 2020;36(13):4058-4064.

Bayesian Detection of Abnormal Asynchrony of Division Between Sister Cells in Mutant Caenorhabditis elegans Embryos

W. Liang, Y. Yang, Y. Fang, Z. Zhao & J. Hu*. Bayesian Detection of Abnormal Asynchrony of Division Between Sister Cells in Mutant Caenorhabditis elegans Embryos. Journal of Computational Biology. 2019; 26(5): 495-505.

A Bayesian statistical analysis of stochastic phenotypic plasticity model of cancer cells

D. Zhou, S. Mao, J. Cheng, K. Chen, X. Cao & J. Hu*. A Bayesian statistical analysis of stochastic phenotypic plasticity model of cancer cells. Journal of Theoretical Biology. 2018; 454: 70-79.

Bayesian detection of embryonic gene expression onset in C. elegans

J. Hu, Z. Zhao, H. K. Yalamanchili, J. Wang, K. Ye & X. Fan*. Bayesian detection of embryonic gene expression onset in C. elegans. The Annals of Applied Statistics. 2015; 9(2): 950-968.

Jie Hu

CV