About me
I am currently a Ph.D. student supervised by Prof. Wai Yuen Szeto at Department of Civil Engineering, The University of Hong Kong. I graduated with a master’s degree in Computer Technology in the School of Computer Science and Engineering, Southeast University (China) in year 2021.
Research interests
During my master’s study, I gained some background in knowledge representation and reasoning in AI, especially in the application of non-monotonic reasoning for decision support systems using answer set programming, and finding reasoning paths as the explanation for decision.
My current research interests lie in the intersection of artificial intelligence, transportation engineering, and operations research. I am particularly interested in the application of multiobjective optimization in shared mobility systems, such as bike-sharing systems.
Disciplines
Shared Mobility · Artificial Intelligence · Operations Research
Skills and expertise
- Research skills
- Mixed Integer Linear Programming
- Multiobjective Optimization
- Constraint Programming
- Answer Set Programming
- Programming Languages
- Python
- C++
- Java
- Tools & Softwares
- Neo4j
- Gurobi
- IBM CPLEX
- MiniZinc
Publications
Repositioning in bike sharing systems with broken bikes considering on-site repairs
Runqiu Hu, W.Y. Szeto, Sin C. Ho, Repositioning in bike sharing systems with broken bikes considering on-site repairs. Transportation Research Part E: Logistics and Transportation Review, 2025 Paper Link
Range anxiety of battery electric vehicles: quantification and determinants using real-world data
Xinwei Ma, Ruiyuan Xie, Longxiao Guo, Shengfang Niu, Long Cheng, Runqiu Hu✉️, Range anxiety of battery electric vehicles: quantification and determinants using real-world data. Transportation Research Part D: Transport and Environment, 2025 Paper Link
Hybrid Heuristic-Based Multi-UAV Route Planning for Time-Dependent Data Collection
Pengfu Wan, Shukang Wang, Gangyan Xu, Yuying Long, Runqiu Hu, Hybrid Heuristic-Based Multi-UAV Route Planning for Time-Dependent Data Collection. IEEE Internet of Things Journal, 2024 Paper Link
Dynamic rebalancing optimization for bike-sharing system using priority-based MOEA/D algorithm
Runqiu Hu, Zhizheng Zhang, Xinwei Ma, Yuchuan Jin, Dynamic rebalancing optimization for bike-sharing system using priority-based MOEA/D algorithm. IEEE Access, 2021. Paper Link
Chinese Spam Data Filter Model in Mobile Internet
Yitao Yang, Runqiu Hu, Guozi Sun, Chengyan Qiu, Chinese Spam Data Filter Model in Mobile Internet. In the proceedings of 2019 21st International Conference on Advanced Communication Technology (ICACT), 2019. Paper Link
Spam Mail Filtering Method Based on Suffix Tree
Runqiu Hu, Yitao Yang, Spam Mail Filtering Method Based on Suffix Tree. In the proceedings of Advances in Internetworking, Data & Web Technologies: The 5th International Conference on Emerging Internetworking, Data & Web Technologies (EIDWT-2017), 2018. Paper Link
A Spam Message Detection Model Based on Bayesian Classification
Yitao Yang, Runqiu Hu, Chengyan Qiu, Guozi Sun, Huakang Li, A Spam Message Detection Model Based on Bayesian Classification. In the proceedings of Advances in Internetworking, Data & Web Technologies: The 5th International Conference on Emerging Internetworking, Data & Web Technologies (EIDWT-2017), 2018. Paper Link