About
Juncheng Wang received the Ph.D. degree in Electrical and Computer Engineering from the University of Toronto, Toronto, ON, Canada, in 2023, the M.Sc. degree in Electrical and Computer Engineering from the University of Alberta, Edmonton, AB, Canada, in 2017, and the B.Eng. degree in Electrical Engineering from Shanghai Jiao Tong University, Shanghai, China, in 2014. His current research interests are computer and communication networks.
Research Interests
- Networked Systems
- Mobile Communications
- Online Learning
- Distributed Computing
- Stochastic Optimization
Perspective Students: I am always looking for self-motivated Ph.D. students (
two openings for 2025), Research Assistants, Post-docs, and Visitors to work with me (see
this document for more details). If you find there are some common research interests between us, please feel free to drop me an email with your CV, transcripts, and any other supporting materials.
Selected Publications
- Q. Song, W. Lin, J. Wang, and H. Xu, “Towards robust learning to optimize with theoretical guarantees,” in Proc. IEEE Conf. Comp. Vis. Patt. Recogn. (CVPR), 2024.
- Q. Song, J. Wang, J. Li, G. Liu, and H. Xu, “A learning-only mothod for multi-cell multi-user MIMO sum rate maximization,” in Proc. IEEE Conf. Comput. Commun. (INFOCOM), 2024.
- J. Wang, B. Liang, M. Dong, G. Boudreau, and H. Abou-Zeid, “Joint online optimization of model training and analog aggregation for wireless edge learning,” IEEE/ACM Trans. Netw. (TON), 2024.
- J. Wang, M. Dong, B. Liang, G. Boudreau, and H. Abou-Zeid, “Hierarchical semi-online optimization for cooperative MIMO networks with information parsing,” IEEE Trans. Wireless Commun. (TWC), 2024.
- J. Wang, M. Dong, B. Liang, and G. Boudreau, “Periodic updates for constrained OCO with application to large-scale multi-antenna systems, ” IEEE Trans. Mobile Comput. (TMC), 2023.
- J. Wang, B. Liang, M. Dong, G. Boudreau, and A. Afana, “Online distributed optimization with efficient communication via temporal similarity,” in Proc. IEEE Conf. Comput. Commun. (INFOCOM), 2023.
- J. Wang, M. Dong, B. Liang, G. Boudreau, and H. Abou-Zeid, “Delay-tolerant OCO with long-term constraints: Algorithm and its application to network resource allocation,” IEEE/ACM Trans. Netw. (TON), 2023.
- J. Wang, B. Liang, M. Dong, and G. Boudreau, “Online multi-cell coordinated MIMO wireless network virtualization with imperfect CSI," IEEE Trans. Wireless Commun. (TWC), 2022.
- J. Wang, M. Dong, B. Liang, G. Boudreau, and H. Abou-Zeid, “Online model updating with analog aggregation in wireless edge learning,” in Proc. IEEE Conf. Comput. Commun. (INFOCOM), 2022.
- J. Wang, B. Liang, M. Dong, G. Boudreau, and H. Abou-Zeid, “Semi-online precoding with information parsing for cooperative MIMO wireless networks,” in Proc. IEEE Conf. Comput. Commun. (INFOCOM), 2022.
- J. Wang, M. Dong, B. Liang, G. Boudreau, and H. Abou-Zeid, “Distributed coordinated precoding for MIMO cellular network virtualization,” IEEE Trans. Wireless Commun. (TWC), 2022.
- J. Wang, B. Liang, M. Dong, G. Boudreau, and H. Abou-Zeid, “Delay-tolerant constrained OCO with application to network resource allocation,” in Proc. IEEE Conf. Comput. Commun. (INFOCOM), 2021.
- J. Wang, M. Dong, B. Liang, and G. Boudreau, “Online precoding design for downlink MIMO wireless network virtualization with imperfect CSI,” in Proc. IEEE Conf. Comput. Commun. (INFOCOM), 2020.
