Zhixuan Fang (房智轩)

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Postdoctoral researcher,
Department of Information Engineering,
The Chinese University of Hong Kong
Hong Kong, China
zxfang [AT] ie.cuhk.edu.hk

About me

I am now a postdoctoral researcher in Network Communications and Economics Lab led by Prof. Jianwei Huang, at Department of Information Engineering, The Chinese University of Hong Kong.

I received my PhD degree from IIIS, Tsinghua University in 2018 (supervised by Prof. Andrew Chi-Chih Yao and Prof. Longbo Huang), and my B.S. degree in School of Physics,Peking University in 2013.

Research

I focus on modeling and analysis of network economics, in particular, problems related to pricing, competition, matching and resource allocation in the platform-based sharing economy, using game theory, optimization and learning techniques. My broader research goal is to analyze and optimize social systems consist of interest-driven agents, through the lens of social welfare, revenue, quality of service, etc. I am most excited about research that both provides deep insights to reality and constructs practical algorithmic solutions with performance guarantees.

Academic experiences

  • Visiting scholar, EECS@Berkeley. Hosted by Prof. Jean Walrand, Aug. 2016 - Dec. 2016.

  • Visit Department of Computing and Mathematical Sciences (CMS) @ Caltech. Hosted by Prof. Adam Wierman, Nov. 2016

Recent highlights

  1. Ling Pan, Qingpeng Cai, Zhixuan Fang, Pingzhong Tang, and Longbo Huang, “A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems,” Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI), 2019.

  2. Zhixuan Fang, Longbo Huang and Adam Wierman. “Loyalty Programs in the Sharing Economy: Optimality and Competition.” Proceedings of the 19th ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), 2018.

  3. Zhixuan Fang, Longbo Huang and Adam Wierman. “Prices and Subsidies in the Sharing Economy.” Proceedings of the International Conference on World Wide Web (WWW), 2017.

  4. Zhixuan Fang and Longbo Huang. “Market Share Analysis with Brand Effect.” Proceedings of IEEE Conference on Decision and Control(CDC), 2016.