PhD Students
I am very blessed to be working with many wonderful students. The following are the students whom I currently supervise or have supervised.
Jianyu Wang: CSI PhD Student at George Mason University (MS, Johns Hopkins University)
Tentative Research Topic: Impact of task similarity on lifelong learning
Weicong Chen: CSI PhD Student at George Mason University (MS, Johns Hopkins University)
Tentative Research Topic: Metrizing fairness and robustness in machine learning models
Eric Ampaw: CSI PhD Candidate at George Mason University
Tentative Research Topic: Predicting the trend of the stock price for the emerging African market using machine learning models
Hanyun Shen: CSI PhD Student at George Mason University (MS, Johns Hopkins University)
Tentative Research Topic: Robust optimization approach to fair resource allocation
Md Mahfuzur Rhaman: CSI PhD Student at George Mason University (MS, University of Evora, Portugal)
Tentative Research Topic: Learning and optimization frameworks for effective disaster risk reduction
Yingze Hou: PhD Candidate at University of Pittsburgh (co-adviser: Taposh Banerjee) ( MS, Johns Hopkins University)
Expected Graduation Date: Feb 2025
Dissertation Title: Robust change-point detection for anomalies and effective response for pandemic
Ke Ren: PhD, University of Pittsburgh (co-adviser: Bo Zeng) (MS, University of Rochester)
Graduation Date: July 2021
PhD Dissertation Title: A study of data-driven models with challenges arising from OR applications
Current Position: Research Scientist, Amazon Web Services
Teaching
I have designed and taught multiple courses covering a broad range of topics in data analytics, probability and statistics, optimization, modeling, and simulation. I consistently received positive teaching evaluations and feedback over the past years.
George Mason University
Course Developed
CSI 772: Data-Driven Modeling and Learning
CSI 745: Robust Optimization for Decision Making
Course Taught
CDS 230: Modeling and Simulation I CDS 230 DL2: Modeling and Simulation I
CDS 486: Advanced Topics in Computational and Data Sciences/ CSI 672: Statistical Inference
CSI 772: Statistical Learning
CDS 492 DL1: Capstone Data Science
University of Pittsburgh
Data Mining
Statistics and Data Analysis
Probability and Statistics for Engineers
Integer Programming
Robust Optimization
Statistical Testing and Regression
MIT
Statistical Thinking and Data Analysis