• Visiting Scientist, General Motors, 2023
• Research Assistant, Department of Civil Engineering, New York University Shanghai, 2020-2021              

Research Interests

Professor Liu's research brings together human-centered AI, game theory, and data-driven
optimization to develop next-generation modeling and computational tools for mobility and
logistics systems, addressing challenges from connectivity, electrification, and automation. Her current research includes: (i) AI-enabled modeling and optimization of complex transportation networks; (ii) learning, adaptation, and policy design in human–autonomous vehicle interactions; and (iii) economic modeling and regulation in multimodal transportation and the sharing economy.