Education
- 2016 Ph.D in Probability and Statistics, Peking University, Beijing, China
- 2011 B.S. in Statistics, Wuhan University, Wuhan, China
Research
- 2016-2020: Postdoctoral Fellow
- Stanford University
- Supervisor: Professor Hua Tang
- 2011-2016:Ph.D. Thesis Research
- Peking University
- Supervisor: Professor Minghua Deng
- 2015: Post Graduate Fellow
- Yale University
- Supervisor: Professor Hongyu Zhao
- 2010: Visiting Undergraduate Student Researcher
- Chinese Academy of Sciences
- Supervisor: Professor Taijiao Jiang
- 2009-2011: Undergraduate Thesis Research
- Wuhan University
- Supervisor: Professor Yanyan Liu
- 2010-2011: Undergraduate Research Training
- Wuhan University
- Supervisor: Professor Dingyou Liu
Publications
- Jiang L, Wang M, Lin S, Jian R, Li X, Chan J, Dong G, Fang H, Robinson A and Snyder M (2020). A Quantitative Proteome Map of the Human Body. Cell, 183:1-15.
- Fang H, Hui Q, Lynch J, Honerlaw J, Assimes TL, Huang J, Vujkovic M, Damrauer SM, Pyarajan S, Gaziano JM, DuVall SL, O’Donnell CJ, Cho K, Chang K-M, Wilson PWF, Tsao PS, the VA Million Veteran Program, Sun YV and Tang H (2019). Harmonizing Genetic Ancestry and Self-identified Race/Ethnicity in Genome-wide Association Studies. The American Journal of Human Genetics, 105: 763-772.
- Bick AG, Akwo E, Robinson-Cohen C, Lee K, Lynch J, Assimes TL, DuVall S, Edwards T, Fang H, Freiberg SM, Giri A, Huffman JE, Huang J, Hull L, Kember RL, Klarin D, Lee JS, Levin M, Miller DR, Natarajan P, Saleheen D, Shao Q, Sun YV, Tang H, Wilson O, Chang K-M, Cho K, Concato J, Gaziano JM, Kathiresan S, O’Donnell CJ, Rader DJ, Tsao PS, Wilson PW, Hung AM, Damrauer SM and on behalf of the VA Million Veteran Program (2019). Association of APOL1 Risk Alleles with Cardiovascular Disease in African Americans in the Million Veteran Program. Circulation, 140: 1031-1040.
- Wang Y, Fang H, Yang D, Zhao H and Deng M (2019). Network clustering analysis using mixture exponential-family random graph models and its application in genetic interaction data. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 16: 1743-1752.
- Xie W, Luo H, Murugapiran SK, Dodsworth JA, Chen S, Sun Y, Hedlund BP, Wang P, Fang H, Deng M and Zhang CL (2018). Localized high abundance of Marine Group II archaea in the subtropical Pearl River Estuary: implications for their niche adaptation. Environmental Microbiology, 20: 734-754.
- Ding J, Chen X, Fang H and Liu Y (2018). Case-cohort design for accelerated hazards model. Statistics and Its Interface, 11: 657-668.
- Coram MA, Fang H, Candille SI, Assimes TL and Tang H (2017). Leveraging Multi-ethnic Evidence for Risk Assessment of Quantitative Traits in Minority Populations. The American Journal of Human Genetics, 101: 218-226.
- Fang H, Huang C, Zhao H and Deng M (2017). gCoda: Conditional Dependence Network Inference for Compositional Data. Journal of Computational Biology, 24: 699-708.
- Wang Z+, Fang H+, Tang NLS and Deng M (2017). VCNet: vector-based gene co-expression network construction and its application to RNA-seq data. Bioinformatics, 33: 2173-2181. (+Co-first authors)
- Wu C, Zhao H, Fang H and Deng M (2017). Graphical model selection with latent variables. Electronic Journal of Statistics, 11: 3485-3521.
- Fang H, Huang C, Zhao H and Deng M (2015). CCLasso: correlation inference for compositional data through Lasso. Bioinformatics, 31: 3172-3180.
- Chen J, Peng Z, Zhang R, Yang X, Tan B, Fang H, Liu C, Shi M, Ye Z, Zhang Y, Deng, M, Zhang X and Li C (2014). RNA editome in rhesus macaque shaped by purifying selection. PLoS Genetics, 10: e1004274.
Presentations
- 2017: ICSA2017 Applied Statistics Symposium, Chicago, IL, USA
- 2017: CPH2017 Computational Precision Health Conference, San Francisco, CA, USA
- 2015: ISB2015 International Conference on Systems Biology, Luoyang, China
Teaching
- Teaching Assistant, Stanford University
- 2020 GENE 245: Statistical and Machine Learning Methods for Genomics
- 2017 BIOS 259: Statistical Genetics of Complex Traits
- Teaching Assistant, Peking University
- 2015 Survey Sampling
- 2014 Non-parametric Statistics
- 2014 Calculus
- 2013 Mathematical Models
- 2013 Mathematical Statistics
- 2012 Probability and Statistics