Dr. Ziyue LI (Bonald) is W2 professor in the Department of Operations and Technology and Heilbronn Data Science Center, Technical University of Munich. His research focuses on spatiotemporal machine learning models for smart cities. His works have been published as 40+ peer-reviewed papers in top-tier AI conferences (IJCAI, AAAI, KDD, ICLR, NeurIPS), 10+ papers in top journals (TKDE, TITS, TMM), awarded with 10+ best paper awards, and also deployed in real industries as well-proven products, especially in smart mobility.
Open Positions: I am always looking for students who are interested in spatiotemporal and smart mobility problems with strong coding abilities. Feel free to shoot me an email. The funding sources are here.
Interests
- Spatiotemporal Analysis
- High-dimensional Data
- Tensor Decomposition
- Self-Supervised Learning
- Transfer / Meta-Learning
- Large Language Models
Education
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Ph.D. in Industrial Engineeing and Decision Analytics
Hong Kong University of Science and Technology, Arizona State University
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Mechanical and Manufacturing Engineering
Univerisity of New South Wales, Australia
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B.Eng in Mechanical Engineering & B.Econ in Finance
Xi'an JiaoTong University, China