Welcome to Zhengfei Zheng’s Homepage!


I am currently a postdoctoral fellow at the Department of Civil and Environmental Engineering, HKUST, Hong Kong, advised by Prof. Hai Yang. Prior to joining HKUST, I spent 3 wonderful years at Technion, Israel, obtaining my master degree in Transportation Engineering supervised by Prof. Jack Haddad and Prof. Shlomo Bekhor. I got my bachelor degree from Harbin Institute of Technology (Harbin Campus), China in 2013. My curriculum vitae here (Updated by Oct. 2022)

Contact

  • E-mail: zhengfei.zheng [at] connect.ust.hk
  • Address: Room 3595 (Lift 27-28), Department of Civil & Environmental Engineering, Academic Building, HKUST, Clear Water Bay Rd., Kowloon, Hong Kong

Research Interests

My primary research interests are in emerging problems related to smart mobility and data-driven transportation research, including:

  • Emerging Smart Mobility Service
    • Ride-sourcing markets
    • Pricing and regulations
    • Ride-pooling matching mechanism
    • Bike sharing
  • Artificial Intelligence for Transportation
    • Machine Learning for OD/speed/flow prediction
    • Reinforcement Learning applied to ride-sourcing service
  • Macroscopic Fundamental Diagram
  • Traffic Flow Theory and Signal Control