张泽中
研究助理教授
教育背景
博士后【香港中文大学(深圳),未来智联网络研究院】
博士(香港大学)
学士(南方科技大学)
研究领域
边缘学习;无线电地图感知;机器学习以及B5G技术包括通感一体化与大规模天线网络
电子邮件
zhangzezhong@cuhk.edu.cn
个人简介
张泽中,2017年本科毕业于南方科技大学,2021年获得香港大学电气与电子工程系博士学位,2021至2023年于香港中文大学(深圳)未来智联网络研究院任博士后研究员,2024年加入香港中文大学(深圳)理工学院任研究助理教授。张泽中博士的研究方向包括边缘学习、无线电地图感知、机器学习以及B5G技术包括通感一体化与大规模天线网络,先后在国内外主流期刊和旗舰会议上发表学术论文二十余篇,同时近年来担任了多个高水平期刊的审稿人,其中包括IEEE JSAC,TWC,TSP,TCOM,IOTJ 等顶级期刊,并于IEEE ICC,PIMRC,VTC等国际会议担任TPC Chair。
学术著作
- Z. Zhang, G. Zhu, R. Wang, V. K. N. Lau, and K. Huang, “Turning Channel Noise into an Accelerator for Over-the-Air Principal Component Analysis”, IEEE Trans. Wireless Commun., vol. 21, no. 10, pp. 7926-7941, Oct. 2022.
- Z. Zhang, S. W. Ko, R. Wang, and K. Huang, “Cooperative Multi-Point Vehicular Positioning Using Millimeter-Wave Surface Reflection”, IEEE Trans. Wireless Commun., vol. 20, no. 4, pp. 2221-2236, Dec. 2020.
- Z. Zhang, Y. Li, R. Wang, and K. Huang, “Rate Adaptation for Downlink Massive MIMO Networks and Underlaid D2D Links: A Learning Approach”, IEEE Trans. Wireless Commun., vol. 18, no. 3, pp. 1819-1833, Feb. 2019.
- Z. Zhang, Y. Li, and R. Wang, “Suppressing Pilot Contamination in Massive MIMO Downlink via Cross-Frame Scheduling”, IEEE Access, vol. 6, pp. 44858-44867, 2018.
- S. Huang, Z. Zhang*, S. Wang, R. Wang*, and K. Huang, “Accelerating Federated Edge Learning via Topology Optimization”, IEEE Internet of Things J., vol. 10, no. 3, pp. 2056-2070, Feb. 2023.
- Z. Zhang, G. Zhu, J. Chen and S. Cui, “Fast and Accurate Cooperative Radio Map Estimation Enabled by GAN,” in Proceedings of IEEE International Conference on Communications Workshops (ICC Workshops 2024), Denver, CO, USA.
- Z. Zhang, G. Zhu and S. Cui, “Low-Latency Cooperative Spectrum Sensing via Truncated Vertical Federated Learning,” in Proceedings of IEEE Global Communications Conference Workshops (GC Wkshps 2022), Rio de Janeiro, Brazil.
- Z. Zhang, R. Wang, T. Li, L. Sun, V. K. N. Lau and K. Huang, “Turning Channel Noise into an Accelerator for Over-the-Air Principal Component Analysis,” in Proceedings of IEEE Int. Workshop Signal Process. Advances Wireless Commun. (SPAWC 2021), Lucca, Italy.
- Z. Zhang, Y. Li, R. Wang, Y. Chen and K. Huang, “Learning-Based Rate Adaptation for Uplink Massive MIMO with a Cooperative Data-Assisted Detector,” in Proceedings of IEEE Global Communications Conference (GC 2019), Waikoloa, HI, USA.
- Z. Zhang, S. W. Ko, R. Wang and K. Huang, “Millimeter-Wave Multi-Point Vehicular Positioning for Autonomous Driving,” in Proceedings of IEEE Global Communications Conference (GC 2019), Waikoloa, HI, USA.