Dr. Zhonghua Liu obtained his doctorate in Biostatistics from Harvard University advised by Professor Xihong Lin. His current research interests include causal inference, semiparametric efficiency theory, machine (deep) learning theory and applications, statistical genetics/genomics, causal mediation analysis, Mendelian randomization.