Keli Xiao, Ph.D.

Keli Xiao, Ph.D.

Assistant Professor | Business Analytics & Finance
346 Hariman Hall
College of Business
Stony Brook University


Ph.D. in Management (Finance), Rutgers University, NJ, USA
Thesis: “Housing Bubbles: Testing, Estimation, and Fundamental Analysis”

M.S. in Quantitative Finance, Rutgers University, NJ, USA

M.A. in Computer Science, The City University of New York – Queens College, NY, USA

B.S. in Computer Science, Wuhan University of Technology, China

Research Interests

Business Analytics, Big Data, Asset Pricing, Bubbles and Crises

Selected Publications


Fabozzi, F. J., & Xiao, K. The Timeline Estimation of Bubbles: The Case of Real Estate. Real Estate Economics, forthcoming.

Xiao, K., Liu, Q., Liu, C., & Xiong, H. Price Shock Detection With an Influence-Based Model of Social Attention. ACM Transactions on Management Information Systems, forthcoming.

Liu, C., Xiong, H., Papadimitriou, S., Ge, Y., & Xiao, K. (2017). A Proactive Workflow Model for Healthcare Operation and Management. IEEE Transactions on Knowledge and Data Engineering, 29(3), 586-598.


Zhang, L., Xiao, K., Liu, Q., Tao, Y., & Deng, Y. (2015). Modeling Social Attention for Stock Analysis: An Influence Propagation Perspective. The Proceedings of the 2015 IEEE International Conference on Data Mining (ICDM 2015). pp 609-618. IEEE

Liu, C., Ge, Y., Xiong, H., Xiao, K., Geng, W., & Perkins, M. (2014). Proactive Workflow Modeling by Stochastic Processes with Application to Healthcare Operation and Management. The Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2014). pp. 1593-1602. ACM.

Ge, Y., Xiong, H., Tuzhilin, A., Xiao, K., Gruteser, M., & Pazzani, M. (2010). An Energy-Efficient Mobile Recommender System. The Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2010). PP. 899-908. ACM.

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