Artificial Intelligence (AI)/Machine-Learning (ML) for Future Networking
Network Slicing for Future Radio Access Networks
Internet of Vehicles
Edge Caching
Wireless Resource Management
Education
Postdoc Fellow, Electrical and Computer Engineering
McMaster University
Jun 2021 –
Present
Postdoc Fellow, Electrical and Computer Engineering
University of Waterloo
May 2021 –
May 2021
Ph.D., Electrical and Computer Engineering
University of Waterloo
May 2017 –
May 2021
M.E., Electronic Engineering
Beijing University of Posts and Telecommunications
Sep 2014 –
Mar 2017
B.S., Electronic Engineering
Beijing University of Posts and Telecommunications
Sep 2010 –
Jul 2014
Recent Publications
Haixia Peng, Huaqing Wu, and Xuemin Shen,
"Edge intelligence for multi-dimensional resource management in aerial-assisted vehicular networks",
IEEE Wireless Commun., to appear, Dec 2021.
Chenxi Li, Lei Guan, Huaqing Wu, Nan Cheng, Zan Li, and Xuemin Shen,
"Dynamic spectrum control-assisted secure and efficient transmission scheme in heterogeneous cellular network",
Engineering, DOI: https://doi.org/10.1016/j.eng.2021.04.019, Jun 2021.
Junling Li, Weisen Shi, Huaqing Wu, Shan Zhang, and Xuemin Shen,
"Cost-aware dynamic SFC mapping and scheduling in SDN/NFV-enabled space-air-ground integrated networks for internet of vehicles",
IEEE Internet Things J., DOI: 10.1109/JIOT.2021.3058250, Feb 2021.
Huaqing Wu, Feng Lyu, Conghao Zhou, Jiayin Chen, Li Wang, and Xuemin Shen,
"Optimal UAV caching and trajectory in aerial-assisted vehicular networks: A learning-based approach",
IEEE J. Sel. Areas Commun., 38(12):2783–2797, Dec 2020.
Huaqing Wu, Jiayin Chen, Conghao Zhou, Weisen Shi, Nan Cheng, Wenchao Xu, Weihua Zhuang, and Xuemin Shen,
"Resource management in space-air-ground integrated vehicular networks: SDN control and AI algorithm Design",
IEEE Wireless Commun., 27(6):52–60, Dec 2020.
Weisen Shi, Junling Li, Huaqing Wu, Conghao Zhou, Nan Cheng, and Xuemin Shen,
"Drone-cell trajectory planning and resource allocation for highly mobile networks: A hierarchical DRL approach",
IEEE Internet Things J., 8(12):9800–9813, Aug 2020.
