副教授
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胡杰

职称:副教授

职务:

学历:博士

电子邮件:hujiechelsea@xmu.edu.cn

联系电话:

办 公 室:海韵园yl23455永利C楼C509B

教育经历:

2011.8~2015.7   The Chinese University of Hong Kong   Ph.D. in Statistics

2007.9~2011.8    Peking University             B.S. in Statistics

工作经历:

2021.8~Present   Xiamen University, Associate Professor

2015.9~ 2021.7   Xiamen University, Assistant Professor

研究方向:

Applied Statistics, Bioinformatics, Bayesian Statistics, Statistical Modeling and Inference

主持项目:

National Nature Science      Foundation of China for Young Scholar, Jan. 2017- Dec. 2019

代表论文:

1. S. Mao, C. Zhang, R. Chen, S. Tang, X. Fan* & J. Hu*. Cell Lineage Tracing: methods, applications, and challenges. Quantitative Biology. 2025; Accepted.

2. 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.

3. 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.

4. 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.

5. 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.

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

7. 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.

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

9. 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.

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

11. 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.

12. 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.

13. 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.

合作论文:

1. L. Qiu, Q. Wu, X. Wang, J. Han, G. Zhuang, H. Wang, Z. Shang, W. Tian, Z. Chen, Z. Lin, H. He, J. Hu, Q. Lv, J. Ren, J. Xu, C. Li, X. Wang, Y. Li, S. Li, R. Huang, X. Chen, C. Zhang, M. Lu, C. Liang, P. Qin, X. Huang, S. Li & X. Ouyang. Forecasting rice latitude adaptation through a daylength-sensing-based environment adaptation simulator. Nature Food. 2021;2(5):348-362.;

2. H. Li, C. Li, J. Hu & X. Fan. A resampling based clustering algorithm for replicated gene expression data. IEEE/ACM Transactions on Computational Biology and Bioinformatics. 2015;12(6):1295-1303.