Dr. Liyang Hu holds a PhD in Transportation Engineering from Southeast University, China, and has served as a Visiting Scholar at Chalmers University of Technology, Sweden. Currently, he works as an Assistant Professor at the College of Metropolitan Transportation, Beijing University of Technology, where he focuses on AI applications in transportation, intelligent transportation systems, and big data analysis. Dr. Hu is an active member of various professional societies, contributing as a reviewer for several academic journals, including the IEEE Transactions on Intelligent Transportation Systems, IEEE Transactions on Intelligent Vehicles, IEEE/CAA Journal of Automatica Sinica, and IEEE Internet of Things Journal.