Juncheng Wang
Submitted
Y. Liu, W. Qin, W. Bao, J. Wang*, J. Guo, and M. Zhou, “Constrained online learning with hard constraints: A doubly-bounded queue approach,” IEEE Transactions on Networking (TON), revised, Jan. 2026.
Journal Articles
[J19] J. Wang, J. Guo, J. Wang, X. Ding, D. Li, and W. Wu, “Learning to incentivize: Convergence-guaranteed federated learning via client quality discovery,” to appear in IEEE Transactions on Mobile Computing (TMC), Dec. 2025.
[J18] J. Wang*, B. Liang, M. Dong, G. Boudreau, and A. Afana, “Age-of-information minimization with weight limits for semi-asynchronous online distributed optimization,” IEEE Transactions on Networking (TON), vol. 33, no. 6, pp. 3162-3178, Dec. 2025.
[J17] X. Wang, X. Xiao, X. Zhao, J. Wang, Y. Li, and Q. Shi, “Joint beamforming and data stream allocation for non-coherent joint transmission,” IEEE Transactions on Communications (TCOM), vol. 73, no. 12, pp. 15035-15052, Dec. 2025.
[J16] L. He, Z. Li, J. Wang*, Z. Jia, Y. Wang, C. Yuen, and Z. Han, “Joint online optimization of power allocation and task scheduling for data offloading in LEO satellite networks,” to appear in IEEE Transactions on Network Science and Engineering (TNSE), vol. 13, pp. 5018-5037, Dec. 2025.
[J15] L. He, Y. Li, Z. Jia, J. Wang, M. Min, and Z. Han, “Optimal energy-saving multi-path routing for space-air-ground integrated networks,” to appear in IEEE Transactions on Vehicular Technology (TVT), Dec. 2025.
[J14] Y. Li, J. Guo, Z. Tang, X. Ding, J. Wang, T. Wang, and W. Jia “Cloud-edge system for scheduling unpredictable LLM requests with combinatorial bandits,” IEEE Transactions on Services Computing (TSC), vol. 18, no. 6, pp. 3568-3580, Nov.-Dec. 2025.
[J13] L. He, S. Li, Z. Jia, J. Wang, and Z. Han, “Joint data compression and task scheduling for LEO satellite networks,” IEEE Transactions on Vehicular Technology (TVT), vol. 74, no. 9, pp. 14991-14996, Sep. 2025.
[J12] J. Wang, M. Dong, B. Liang, G. Boudreau, and A. Afana, “Exploring temporal similarity for joint computation and communication in online distributed optimization,” IEEE Transactions on Networking (TON), vol. 33, no. 3, pp. 1309-1325, Jun. 2025.
[J11] L. He, Z. Jia, J. Wang, E. Lansard, Z. Han, and C. Yuen, “Joint power allocation and task scheduling for data offloading in non-geostationary orbit satellite networks,” IEEE Transactions on Network and Service Management (TNSM), vol. 22, no. 3, pp. 2882-2896, Jun. 2025.
[J10] 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 Transactions on Networking (TON), vol. 32, no. 2, pp. 1212-1228, Apr. 2024.
[J9] J. Wang, M. Dong, B. Liang, G. Boudreau, and H. Abou-Zeid, “Hierarchical semi-online optimization for cooperative MIMO networks with information parsing,” IEEE Transactions on Wireless Communications (TWC), vol. 23, no. 3, pp. 1943-1958, Mar. 2024.
The above papers were published after I joined Hong Kong Baptist University.
[J8] J. Wang, M. Dong, B. Liang, and G. Boudreau, “Periodic updates for constrained OCO with application to large-scale multi-antenna systems,” IEEE Transactions on Mobile Computing (TMC), vol. 22, no. 11, pp. 6705-6722, Nov. 2023.
[J7] 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 Transactions on Networking (TON), vol. 31, no. 1, pp. 147-163, Feb. 2023.
[J6] J. Wang, B. Liang, M. Dong, and G. Boudreau, “Online multi-cell coordinated MIMO wireless network virtualization with imperfect CSI,” IEEE Transactions on Wireless Communications (TWC), vol. 21, no. 12, pp. 10455-10471, Dec. 2022.
[J5] J. Wang, B. Liang, M. Dong, G. Boudreau, and H. Abou-Zeid, “Online distributed coordinated precoding for virtualized MIMO networks with delayed CSI,” IEEE Wireless Communications Letter (WCL), vol. 11, no. 5, pp. 1012-1016, May 2022.
[J4] J. Wang, M. Dong, B. Liang, G. Boudreau, and H. Abou-Zeid, “Distributed coordinated precoding for MIMO cellular network virtualization,” IEEE Transactions on Wireless Communications (TWC), vol. 21, no. 1, pp. 106-120, Jan. 2022.
[J3] K.-L. Chen, Y. Guo, J. Wang, X. Yang, “Contactless islanding detection method using electric field sensors,” IEEE Transactions on Instrumentation and Measurement (TIM), vol. 70, pp. 1-13, Jan. 2021.
[J2] J. Wang, G. Geng, K.-L. Chen, H. Liang, and W. Xu, “Event-based non-intrusive home current measurement using sensor array,” IEEE Transactions on Smart Grid (TSG), vol. 9, no. 6, pp. 5878-5886, Nov. 2018.
[J1] G. Geng, J. Wang, K.-L. Chen, and W. Xu, “Contactless current measurement for enclosed multiconductor systems based on sensor array,” IEEE Transactions on Instrumentation and Measurement (TIM), vol. 66, no. 10, pp. 2627-2637, Oct. 2017.
Conference Articles
[C19] W. Qin, W. Bao, J. Wang*, and M. Zhou, “Double queue for constrained online convex optimization: Bridging the best-of-two-worlds constraint violations,” to appear in IEEE International Conference on Computer Communications (INFOCOM), 2026.
[C18] J. Wang*, Y. Liu, B. Liang, and M. Dong, “Constrained over-the-air model updating for wireless online federated learning with delayed information,” in Proceedings of IEEE International Conference on Computer Communications (INFOCOM), 2025.
[C17] Z. Li, L. He, J. Wang, Z. Jia, Y. Wang, and C. Yuen, “Online joint power allocation and task scheduling for LEO satellite networks,” in Proceedings of IEEE Wireless Communications and Networking Conference (WCNC), 2025.
[C16] J. Wang*, B. Yan, and Y. Liu, “Doubly-bounded queue for constrained online learning: Keeping pace with dynamics of both loss and constraint,” in Proceedings of AAAI Conference on Artificial Intelligence (AAAI), 2025.
[C15] W. Xu, J. Wang, B. Liang, G. Boudreau, and H. Sokun, “Distributed minimax optimization over hierarchical networks," in Proceedings of International Conference on Parallel Processing (ICPP), 2024.
[C14] L. He, Z. Jia, J. Wang, F. Wang, E. Lansard, and C. Yuen, “Energy-efficient data offloading for earth observation satellite networks,” in Proceedings of IEEE Vehicular Technology Conference (VTC), 2024.
[C13] Q. Song, W. Lin, J. Wang, and H. Xu, “Towards robust learning to optimize with theoretical guarantees,” in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
[C12] J. Geng, Y. Hou, X. Tao, J. Wang, and B. Luo, “Adaptive federated learning in heterogeneous wireless networks with independent sampling,” in Proceedings of IEEE International Conference on Communications (ICC), 2024.
[C11] Q. Song, J. Wang, J. Li, G. Liu, and H. Xu, “A learning-only method for multi-cell multi-user MIMO sum rate maximization,” in Proceedings of IEEE International Conference on Computer Communications (INFOCOM), 2024.
[C10] X. Zhao, X. Wang, J. Wang, and Q. Shi, “A stochastic proximal WMMSE for ergodic sum rate maximization,” in
Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP), 2024.
[C9] X. Wang, X. Zhao, J. Wang, and Q. Shi, “WMMSE beamforming for user-centric cell-free networks with non-coherent joint transmission,” in Proceedings of IEEE Global Communications Conference (GLOBECOM), 2023.
The above papers were published after I joined Hong Kong Baptist University.
[C8] J. Wang, B. Liang, M. Dong, G. Boudreau, and A. Afana, “Online distributed optimization with efficient communication via temporal similarity,” in Proceedings of IEEE International Conference on Computer Communications (INFOCOM), 2023.
[C7] J. Wang, M. Dong, B. Liang, G. Boudreau, and H. Abou-Zeid, “Online model updating with analog aggregation in wireless edge learning,” in Proceedings of IEEE International Conference on Computer Communications (INFOCOM), 2022.
[C6] J. Wang, B. Liang, M. Dong, G. Boudreau, and H. Abou-Zeid, “Semi-online precoding with information parsing for cooperative MIMO wireless networks,” in Proceedings of IEEE International Conference on Computer Communications (INFOCOM), 2022.
[C5] J. Wang, B. Liang, M. Dong, G. Boudreau, and H. Abou-Zeid, “Delay-tolerant constrained OCO with application to network resource allocation,” in Proceedings of IEEE International Conference on Computer Communications (INFOCOM), 2021.
[C4] J. Wang, M. Dong, B. Liang, and G. Boudreau, “Online precoding design for downlink MIMO wireless network virtualization with imperfect CSI,” in Proceedings of IEEE International Conference on Computer Communications (INFOCOM), 2020.
[C3] J. Wang, B. Liang, M. Dong, and G. Boudreau, “Online MIMO wireless network virtualization over time-varying channels with periodic updates,” in Proceedings of IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2020.
[C2] J. Wang, M. Dong, B. Liang, and G. Boudreau, “Online downlink MIMO wireless network virtualization in fading environments,” in Proceedings of IEEE Global Communications Conference (GLOBECOM), 2019.
[C1] J. Wang, J. Wang, and W. Chen, “Localization and navigation of intelligent wheelchair in dynamic environment,” in Proceeding of Chinese Intelligent Automation Conference, 2013.
Patents
[P9] H. Abou-Zeid, G. Boudreau, M. Dong, B. Liang, and J. Wang, “Delay-tolerant constrained online convex optimization,” US Patent US12490203, granted, 2025.
[P8] G. Boudreau, M. Dong, B. Liang, and J. Wang, “Online MIMO wireless network virtualization with unknown channel information,” US Patent US12003286, granted, 2024.
[P7] G. Boudreau, M. Dong, B. Liang, and J. Wang, “Online convex optimization with periodic updates for downlink multi-cell MIMO wireless network virtualization,” US Patent US11979206B2, granted, 2024.
[P6] H. Abou-Zeid, G. Boudreau, M. Dong, B. Liang, and J. Wang, “Online optimization for joint computation and communication in edge learning,” US Patent Application PCT/IB2022/057077, 2024.
[P5] G. Boudreau, M. Dong, B. Liang, and J. Wang, “Online multi-cell coordinated MIMO wireless network virtualization with imperfect CSI,” US Patent Application PCT/IB2022/053974, 2023.
[P4] A. Afana, G. Boudreau, M. Dong, B. Liang, and J. Wang, “Constrained age of information scheduling for semi-asynchronous online distributed optimization,” US Provisional Filing P109004, 2023.
[P3] A. Afana, G. Boudreau, M. Dong, B. Liang, and J. Wang, “Online distributed optimization with efficient communication via temporal similarity,” International Patent Application PCT/IB2023/057601, 2023.
[P2] H. Abou-Zeid, G. Boudreau, M. Dong, B. Liang, and J. Wang, “Distributed coordinated downlink precoding for multi-cell MIMO wireless network virtualization,” US Patent Application PCT/IB2021/054717, 2022.
[P1] H. Abou-Zeid, G. Boudreau, M. Dong, B. Liang, and J. Wang, “Hierarchical online convex optimization,” US Patent Application PCT/IB2022/050212, 2022.