Yupeng's research interests lie in two areas. He is particularly interested in developing new machine learning models with applications in modeling consumer heterogeneity in preference estimation and estimating heterogeneous treatment effects in field experiments. He is also interested in conducting field experiments to test marketing strategies and theories of consumer behavior.