Welcome to the Lab of Mobility Optimization and DEcision Science (MODES) at HKUST(GZ)
Led by Dr. Xiaotong Sun, the Lab of Mobility Optimization and DEcision Science (MODES) at HKUST (GZ) focuses on the planning, operation, and regulation of multi-modal transportation systems empowered by emerging technologies. Drawing on optimization, game theory, and AI-driven approaches, MODES advances research through a dual lens: modeling to understand how complex transportation systems operate, and optimizing to enhance their inter- and intra-compatibilities.
Research Highlights

Recently Updates
Chenglin’s extended abstract has been accepted to the TSL Conference 2026. (Acceptance date: March 3, 2026)
March 03, 2026
Manlian defended his PhD’s thesis entitled “On the Viability of Mobility-as-a-Service Integration: Equilibrium Analyses and Empirical Evidence”.
January 16, 2026
INTR Academic Star Gathering – Spotlight Poster Event (Oct 29, 2025)
October 31, 2025
