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Research Interest

Online learning, distributed computing, stochastic optimization, resource allocation, network virtualization, smart grid

Submitted

J. Wang, M. Dong, B. Liang, G. Boudreau, and A. Afana, “Exploring temporal similarity for joint computation and communication in online distributed optimization,” submitted to IEEE/ACM Transactions on Networking (TON), Jan. 2024.

X. Wang, X. Zhao, J. Wang, and Q. Shi, “Joint beamforming design and stream allocation for non-coherent joint transmission in cell-free MIMO networks,” submitted to IEEE Transactions on Signal Processing (TSP), Aug. 2023.

Journal Articles

[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,” early access, IEEE/ACM Transactions on Networking (TON), Oct. 2023.

[J9] J. Wang, M. Dong, B. Liang, G. Boudreau, and H. Abou-Zeid, “Hierarchical semi-online optimization for cooperative MIMO networks with information parsing,” early access, IEEE Transactions on Wireless Communications (TWC), Jul. 2023.

[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, pp. 6705-6722, Nov. 2023.

[see also technical report]

[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, 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, pp. 10455-10471, Dec. 2022.

[see also technical report]

[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, 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, 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, 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, pp. 2627-2637, Oct. 2017.

Conference Articles

[C13] Q. Song, W. Lin, J. Wang, and H. Xu, “Towards robust learning to optimize with theoretical guarantees,” to appear in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle WA, USA, Jun. 2024.

[C12] J. Geng, Y. Hou, X. Tao, J. Wang, and B. Luo, “Adaptive federated learning in heterogeneous wireless networks with independent sampling,” to appear in Proceedings of IEEE International Conference on Communications (ICC), Denver, CO, USA, Jun. 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,” to appear in Proceedings of IEEE International Conference on Computer Communications (INFOCOM), Vancouver, Canada, May 2024. 

[C10] X. Zhao, X. Wang, J. Wang, and Q. Shi, “A stochastic proximal WMMSE for ergodic sum rate maximization,” to appear in Proceedings of IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP), Seoul, Korea, Apr. 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), Kuala Lumpur, Malaysia, Dec. 2023.

[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), May 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), New York City, NY, USA, May 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), online conference, May 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), online conference, May 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), online conference, Jul. 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), online conference, May 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), Waikoloa, Hawaii, USA, Dec. 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, Yangzhou, Jiangsu, China, Jul. 2013.

Patents

[P9] J. Wang, B. Liang, M. Dong, A. Afana, G. Boudreau, “Constrained age of information scheduling for semi-asynchronous online distributed optimization,” US Provisional Filing P109004, Jul. 2023.

[P8] J. Wang, B. Liang, M. Dong, G. Boudreau, and A. Afana, “Online distributed optimization with efficient communication via temporal similarity,” International Patent Application PCT/IB2023/057601, Jul. 2023.

[P7] J. Wang, B. Liang, M. Dong, G. Boudreau, and H. Abou-Zeid, “Hierarchical online convex optimization,” International Patent Application PCT/IB2022/050212, Jan. 2022.

[P6] J. Wang, B. Liang, M. Dong, G. Boudreau, and H. Abou-Zeid, “Delay-tolerant constrained online convex optimization,” International Patent Application PCT/IB2021/057106, Aug. 2021.

[P5] J. Wang, M. Dong, B. Liang, G. Boudreau, and H. Abou-Zeid, “Online optimization for joint computation and communication in edge learning,” US Provisional Filing P102864, Jul. 2021.

[P4] J. Wang, M. Dong, B. Liang, G. Boudreau, and H. Abou-Zeid, “Distributed coordinated downlink precoding for multi-cell MIMO wireless network virtualization,” International Patent Application PCT/IB2021/054717, May 2021.

[P3] J. Wang, B. Liang, M. Dong, and G. Boudreau, “Online multi-cell coordinated MIMO wireless network virtualization with imperfect CSI,” International Patent Application PCT/IB2022/053974, Apr. 2021.

[P2] J. Wang, M. Dong, B. Liang, and G. Boudreau, “Online MIMO wireless network virtualization with unknown channel information,” International Patent Application PCT/IB2020/053454, Apr. 2020.

[P1] J. Wang, B. Liang, M. Dong, and G. Boudreau, “Online convex optimization with periodic updates for downlink multi-cell MIMO wireless network virtualization,” International Patent Application PCT/IB2020/053022, Mar. 2020.

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