Dr. Liu’s research focuses on the development and application of 1) Data privacy and differential privacy theory and methodology; 2) Statistical learning and Machine learning; 3) Bayesian models and methodology for data originated from medical, biological, and social sciences; 4) Missing data analysis techniques and concepts; and 5) applications of Statistics in Biology Science, Social Science, and Engineering.