👤 About Me
My name is Hangli Ge (葛杭丽 | 葛杭麗). I am currently a Project Lecturer at the University of Tokyo. My research topics include ubiquitous computing, IoT, signal processing, spatio-temporal big data, knowledge graph, especially in the fields of smart city, traffic optimization, urban resillience, etc. I also have R&D experience in the telecommunication industry.
🎓 Doctor of Information studies, Interdisciplinary Information studies The University of Tokyo in 2019
Graduate Program for Social ICT Global Creative Leaders, The University of Tokyo Program for Leading Graduate Schools
📍 Current Affiliation: Interfaculty Initiative in Information Studies, The University of Tokyo
📚 Research Topics
I am specializing in the following research areas:
✨Topic 1: Physics-informed (PI)-AI for Traffic/Mobility/Congestion Prediction
Traditional AI models for traffic prediction rely on purely data-driven approaches, which often struggle with accuracy or interpretability, especially in unseen traffic dynamics. Incorporating physics-informed (PI) AI integrates fundamental traffic or human mobility flow theories into deep learning models, ensures that predictions remain physically consistent, leading to more reliable and interpretable traffic forecasts.
✨Topic 2: Digital Twin (DT) for Urban Resillience
DTs support the optimizations of resources allocation, operations, and support data-driven decision-making. By integrating data both from cyber and physical space with efficient AI technologies, we can develop next-generation mobility platform that are resilient, adaptive, for such as reducing traffic congestion, minimizing energy consumption and maxmizing economic efficiency and so on.
🔹 Grants & Funding
| Grant Name | Duration | Responsibility |
|---|---|---|
| Early-Career Researcher Scientists, Grants-in-Aid for Scientific Research (JSPS KAKENHI) | 2025.04. - 2028.03. | Principal Investigator |
| Foundation for the Promotion of Electrical Communication Research Grant | 2025.05. - 2028.03. | Principal Investigator |
🧭 Activities
- Associate Editor, IEEE Internet of Things Journal
- (Technical) Program Committee / Organizer
- IEEE SMC Technical Committee on Homeland Security (TCHS)
- IEEE International Conference on Cyber Security and Resilience
- IEEE International Conference on Cyber Humanities
- IEEE International Conference on Human-Machine Systems
- The International Workshop on “Artificial Intelligence for RAILwayS”
- International Conference on Innovative Structure and Resilient City
- IEEE SMC 2025 Special Session "Risk, security, and resilience in cyber-physical systems"
🪪 Memberships｜学会所属
- Member, IEEE (Institute of Electrical and Electronics Engineers)
- Member, ACM (Association for Computing Machinery)
- Member, 情報処理学会 Information Processing Society of Japan (IPSJ)
- Member, 交通工学研究会 The Japan Society of Traffic Engineers (JSTE)
- Member, 土木学会 Japan Society of Civil Engineers (JSCE)
🚀 Last updated: [2025/05/01]