About Me
I am currently a second-year PHD student at UCLA Mobility Lab, under the guidance of Dr. Jiaqi Ma.
My research interests include:
- Artificial Intelligence and Machine Learning
- Large Language Models (LLMs)
- Intelligent Transportation Systems
- Anomaly Detection
- Autonomous Driving
- Mobility System-level Digital Twins
Education
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PhD in Intelligent Transportation System
University of California, Los Angeles, CA, USA
Fall 2023 - Present
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MS in Information System Management
Carnegie Mellon University, PA, USA
September 2021 - May 2023
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BS in Data Science & Business Analytics (Double Major)
University of Rochester, NY, USA
September 2017 - May 2021
News
- 01/2025: Attended TRB 2025 with multiple poster sessions
- 11/2024: One paper was accepted by TRB's Conference on Data and AI for Transportation Advancement
- 10/2024: One paper was accepted by IEEE Transaction on Intelligent Vehicles and One paper was accepted by ECCV 2025
- 09/2024: Presented in ITSC 2024 in Lectern and workshop at Edmonton, Canada and One paper won ITSC 2024 Best Paper Award!
- 06/2024: Two Papers accepted by ITSC 2024
- 09/2023: Started my Ph.D. Journey
Selected Publications
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Mobility AI Agents and Networks
H Ma, Y Liu, Q Jiang, BY He, X Liao, J Ma -
A Two-sided Model for EV Market Dynamics and Policy Implications (ITSC 2024)
H Ma, BY He, T Kaljevic, J Ma -
Human mobility modeling with limited information via large language models
Y Liu, X Liao, H Ma, BY He, C Stanford, J Ma -
Multi-agent multimodal transportation simulation for mega-cities: Application of los angeles
BY He, Q Jiang, M Haoxuan, J Ma -
Semantic Trajectory Data Mining with LLM-Informed POI Classification (ITSC 2024, Best Paper Award)
Y Liu, C Kuai, H Ma, X Liao, BY He, J Ma
Teaching Experience
- TA of CEE185/285: Transportation Systems Analysis in UCLA
- TA of CEE181/281: Traffic Engineering Systems: Operations and Control in UCLA
- TA of 95702: Distributed Systems for Information Systems Management in Carnegie Mellon University