Yi Liu received the PhD degree from the Southwestern University of Finance and Economics, he is a postdoc from the Renmin University of China, and a visiting scholar with Marshall school of Business. He is the director of the Big Data Finance Research Center of Hunan University and the secretary-general of the Hunan Internet Finance Research Association.