About me
I am a Machine Learning Engineer at TikTok, Singapore. I received my Ph.D. degree in Civil Engineering (Transportation) from The University of Hong Kong and earned a Bachelor degree in Civil Engineering from Tsinghua University. I was also a visiting Ph.D. student at University of Wisconsin–Madison for academic exchange. I also interned at JD.com, Baidu, and XPeng. My current research interests include LLM, embodied intelligence, autonomous driving, shared mobility services, and civil engineering informatics. Please feel free to drop me an email for collaboration, or chat.
News
- | I have joined TikTok Singapore as a Machine Learning Engineer.
- | Our paper “Advancing real-time assessment for work-related musculoskeletal disorders in construction using large foundation models” is published in Results in Engineering! It's in collaboration with Prof. Donglian Gu from USTB.
- | Our paper “Real-time physical fatigue risk assessment for construction workers using a teacher-student training paradigm” is published in Automation in Construction! It's in collaboration with Prof. Donglian Gu from USTB.
- | Our paper “Scaling laws of dynamic high-capacity ride-sharing” is published in Transportation Research Part C: Emerging Technologies. It is in collaboration with Prof. Jintao Ke from HKU, Prof. Xiqun (Michael) Chen from ZJU, and Prof. Linchuan Yang from Southwest Jiaotong University.
- | I have been conferred the Research Postgraduate Student Innovation Award 2024/25 (Up to ten awards each year at HKU).
- | I will present our work at the 2024 Winter Simulation Conference (WSC2024) (3:55-5:15 pm, December 15th at PhD Colloquium Session 2) and the 104th Annual Meeting of the Transportation Research Board (TRB2025) (1:30-3:15 pm, January 6th at 145B, Convention Center).
- | Our paper “Quantifying traffic emission reductions and traffic congestion alleviation from high-capacity ride-sharing” is published in Transportmetrica B: Transport Dynamics. It is in collaboration with Prof. Jintao Ke from HKU and Prof. Xiqun (Michael) Chen from ZJU.
- | I will join the Connected & Autonomous Transportation Systems Laboratory (CATS Lab) led by Prof. Xiaopeng Li at University of Wisconsin–Madison as a visiting PhD student in August.
- | I'm organizing a session on “Urban Transportation Planning and Modeling” at the 2024 INFORMS Annual Meeting, October 20-23, 2024, in Seattle, Washington.
- | Our paper “Real‐time ergonomic risk assessment in construction using a co‐learning‐powered 3D human pose estimation model” is published in Computer-Aided Civil and Infrastructure Engineering! It's in collaboration with Prof. Donglian Gu from USTB and Prof. Jintao Ke from HKU.
Visitors Since April 2026
Last update: August 2026