Selected Publications
(* refers to corresponding author and # refers to student)
- Y. Xu#, M. Fang, L. Chen*, G. Xu*, Y. Du, and C. Zhang. Reinforcement Learning with Multiple Relational Attention for Solving Vehicle Routing Problems. IEEE Transactions on Cybernetics, 2021. DOI:10.1109/TCYB.2021.3089179
- X. Qiu, S. X. Xu, and G. Xu*. Pricing and Scheduling of Barge Hinterland Transportation Service for Inbound Containers. Transportation Research Part E: Logistics and Transportation Review, 156, 102515, 2021.
- F. Li, C.H. Chen, G. Xu*, and L.P. Khoo. Hierarchical Eye-Tracking Data Analytics for Human Fatigue Detection in Traffic Control Center. IEEE Transactions on Human-Machine Systems, 50(5), 465-474, 2021.
- P. Shu#, Y. Sun#, B. Xie, S.X. Xu, and G. Xu*. Data-driven Shuttle Service Design for Sustainable Last Mile Transportation. Advanced Engineering Informatics, 49, 101344, 2021.
- G. Xu, R. Zhang#, S.X. Xu, X. Kou, and X. Qiu*. Personalized Multimodal Travel Service Design for sustainable intercity transport. Journal of Cleaner Production, 308, 127367, 2021.
- G. Xu, C.H. Chen, F. Li*, and X. Qiu. AIS Data Analytics for Adaptive Rotating Shift in Vessel Traffic Service. Industrial Management & Data Systems, 120(4), 749-767, 2020.
- X. Qiu and G. Xu*. Optimizing Rail Transport Service in a Dry Port System. IEEE Transactions on Engineering Management, 2019. DOI:10.1109/TEM.2019.2951915
- S. Shao, G. Xu*, M. Li, G.Q. Huang. Synchronizing E-commerce City Logistics with Sliding Time Windows. Transportation Research Part E: Logistics and Transportation Review, 123, 17-28, 2019.
- G. Xu, M. Li, C.H. Chen, and Y. Wei*. Cloud Asset-enabled Integrated IoT Platform for Lean Prefabricated Construction. Automation in Construction, 93, 123-134, 2018.
- G. Xu*, J.W. Wang, G.Q. Huang, C.H. Chen. Data-Driven Resilient Fleet Management for Cloud Asset-enabled Urban Flood Control. IEEE Transactions on Intelligent Transportation Systems, 19(6), 1827-1838, 2018.
Funds
- Data-Driven Optimization and Intelligent Decision-Making for Cooperated Disaster Responses of Cross-Region Emergency Fleets, NSFC (National Natural Science Foundation of China), 2022-2025.
- Deep Reinforcement Learning for Resilient Highway Traffic Control in Urban Agglomerations, Shenzhen STIC (Science, Technology and Innovation Commission), 2021-2022.
- Data-Driven Resilience Optimization Strategies for Urban Emergency Rescue, NSFC (National Natural Science Foundation of China), 2019-2021.
- 2019-2021: Big Data Analytics for Resilient Public Transportation Systems, Shenzhen STIC (Science, Technology and Innovation Commission), 2019-2021.
- Multi-Agent Systems for Intelligent Transportation Management and Control in Urban Agglomerations, CCF-Tencent Open Research Fund, 2019-2020.
Invited Talks
- 2022.03: “The Impact of Covid-19 on Air Transport Network” (Online), UNSW-PolyU Joint Virtual Workshop.
- 2021.09: “From RPg Students to Supervisors” (Online), Chang'an University, Xi'an, China.
- 2018.10: “Internet of Things for Smart Logistics”, Chung-Ang University, Seoul, South Korea.
- 2017.11: “Industrial Internet of Things: Technologies and Applications”, College of Mechanical Engineering, Chongqing University, Chongqing, China.
- 2017.06: “AIS Data Analytics for Adaptive Rotating Shift in Vessel Traffic Service”, China Institute of FTZ Supply Chain, Shanghai Maritime University, Shanghai, China.
- 2017.06: “Data Driven Resilient Fleet Management for Cloud Asset-enabled Urban Flood Control”, Research Center of Intelligent Transportation System, School of Engineering, Sun Yat-Sen University, Guangzhou, China.
- 2016.11: “Cloud Asset Management for Urban Flood Control”, School of Electro-Mechanical Engineering, Guangdong University of Technology, Guangzhou, China.
- 2015.12: “RFID-enabled BIM Platform for Prefabrication Housing Production in Hong Kong”, High-Level Talents Salon of Hangzhou Chengxi Sci-Tech Innovation Zone, Hangzhou, China.