Siyuan FENG
Assistant Professor · Faculty of Engineering · The Hong Kong Polytechnic University
Quick answer: Siyuan FENG is Assistant Professor at The Hong Kong Polytechnic University. Siyuan FENG shows an active PhD hiring signal as of 2026-10-19.
⭐ Self-motivated engineering, science, and business students with strong academic backgrounds and interests in pursuing a PhD degree in the areas of aviation, low-altitude air mobility, transportation, machine learning and operations research are strongly encouraged to contact me.
Research interests
Machine learning for multi-modal transportation systems
Low-altitude air mobility and logistics
Aviation management
Aviation and transportation simulation
Shared mobility
Selected publications (since 2023)
Chen, T., Shen, Z., Feng, S.*, Yang, L., & Ke, J. (2025). Dynamic matching radius decision model for on-demand ride services: A deep multi-task learning approach. Transportation Research Part E: Logistics and Transportation Review, 193, 103822.
Wang, J., Feng, S.*, & Yang, H. (2024). Spatial–Temporal Upfront Pricing Under a Mixed Pooling and Non-Pooling Market With Reinforcement Learning. IEEE Transactions on Intelligent Transportation Systems.
Chen, K., Liang, Y., Han, J., Feng, S.*, Zhu, M., & Yang, H. (2024). Semantic-fused multi-granularity cross-city traffic prediction. Transportation Research Part C: Emerging Technologies, 162, 104604.
Wei, S., Feng, S.*, Yang, H. (2024) Multi-view spatial-temporal graph convolutional network for traffic prediction. IEEE Transactions on Intelligent T
Frequently asked questions
Is Siyuan FENG hiring PhD students at The Hong Kong Polytechnic University?
Yes. As of 2026-10-19, Siyuan FENG's faculty page shows a PhD hiring signal: Self-motivated engineering, science, and business students with strong academic backgrounds and interests in pursuing a PhD degree in the areas of aviation, low-altitude air mobility, transportation, .
What does Siyuan FENG research?
Machine learning for multi-modal transportation systems
Low-altitude air mobility and logistics
Aviation management
Aviation and transportation simulation
Shared mobility
Data last updated: 2026-10-19 · Source: phd-match.com faculty database.
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