Tao xk星空
Assistant Professor
lut@sustech.edu.cn
xk星空 Interests
Social Networks / Platform Economy
Online Word-of-Mouth
Artificial Intelligence in Business
Quantitative Asset Pricing
Distribution Uncertainty / Ambiguity
Education
2020 - Ph.D. The Chinese University of Hong Kong
2017 - Mphil. The Hong Kong University of Science and Technology
2015 - B.S. Tsinghua University
Working Experience
09/2020 - Assistant Professor, Southern University of Science and Technology
Honors & Awards
Innovation xk星空 Award of China Information Economics Society (2022)
Selected Publications
xk星空, T., Yuan, M., Wang, A., Zhang, X. (2022) Histogram Distortion Bias in Consumer Choices. Management Science.
xk星空, T., Zhang, L., Zhang, X., Zhao, Z. (2024) Beyond Risk: A Measure of Distribution Uncertainty. Information Systems xk星空.
Tang, Z., xk星空, T., Li, T. (2024) Metric-Independent Mitigation of Unpredefined Bias in Machine Classification. Intelligent Computing.
Books
Zhang, M., xk星空, T.., Shi, C. Navigating the Factor Zoo: The Science of Quantitative Investing.
Selected working papers
Tianyi Li, Tao xk星空, Zhoufei Tang, Michael Zhang. Propose and Review: Interactive Bias Mitigation for Machine Classifiers. Available at SSRN 4139244
Sijia Ma, Chong (Alex) Wang, Michael Zhang, Tao xk星空. Beauty and Trust: An Experimental Study of Digital Photo Enhancement.
Tao xk星空, Hao Yin, Michael Zhang. Peer-to-peer Social Advertisement Pricing Model.
