Privacy-enhanced learning and inference with distributed clinical datasets (2019-2024)
Data Scientist at Meta Platforms Inc.
Statistical methods to investigate asymmetric association and directionality in biomedical studies (2019-2024)
Assistant Professor of Biostatistics at University of Pittsburgh
Functional Data Analysis Methods for Analyzing Accelerometry Data in Mobile Health (2017-2023)
Assistant Professor of Biostatistics at Northwestern Feinberg School of Medicine
Statistical Methods for Multi-omics Data in Observational Studies (2018-2023)
Postdoc at The University of Minnesota School of Public Health
Some statistical learning methods for procuring individualized treatment rules in personalized healthcare (2017-2021)
Assistant Professor of Biostatistics at St Jude Children Research Hospital
Some statistical methods for causal mediation pathway analysis (2015-2021)
Assistant Research Professor of Biostatistics, University of Michigan
L0 constraint optimization, homogeneity fusion, and mediation analyses (2012-2020)
Postdoc at The University of Michigan Kidney Epidemiology and Cost Center
Flexible methods for the analysis of clustered event data in observational studies (2016-2020)
Data Scientist at Google
Renewable estimation and incremental inference with streaming health datasets (2016-2020)
Assistant Professor of Biotatistics, Rutgers University
Distributed estimation and inference for the analysis of big biomedical data (2015-2020)
Assistant Professor of Statistics, North Carolina State University
Functional regression and selection with applications in accelerometer data analysis (2015-2020)
Data Scientist at DTE Energy
Advances in Methods, Algorithms, and Software for Optimization and Simulation of Kidney Paired Donation Programs (2012-2018)
Principal Statistician (Research Statistics) at GlaxosmithKline
Statistical Methods of Data Integration, Model Fusion, and Heterogeneity Detection in Big Biomedical Data Analysis (2013-2018)
Assistant Professor of Biostatistics at University of Pittsburgh
Wei Ding
Copula Regression Models for the Analysis of Correlated Data with Missing Values (2012-2015)
Data Scientist at Google Inc.
Yan Zhou
Statistical Methods for High-Dimensional Networked Data Analysis (2010-2014)
Senior Scientist at Gilead Sciences
Empirical Likelihood Approach to Statistical Analysis with Missing Data (2009-2013)
Gilead Sciences
Yijiang Li (Co-supervision)
Optimization and Simulation of Kidney Paired Donation Programs (2010-2012)
Data Scientist at Apple
Youna Hu (Co-supervision)
Analysis of Genomic Sequencing Data (2010-2012)
Data Sciences Engineer at Amazon
Fei Wang (Co-supervision)
Statistical Issues in Merging Longitudinal Data (2009-2012)
Data Scientist at Tencent
Yun Bai
Composite Estimating Functions and Applications in Spatio-Temperal Data (2008-2011)
Senior Risk Specialist at Federal Reserve Bank of San Francisco
Bin Zhu (Co-supervision)
Stochastic Dynamic Models for Functional Data (2008-2010)
NCI Principle Investigator
