About me

Welcome! I am Zhonghao Lyu, a final-year Ph.D. candidate in the School of Science and Engineering(SSE), The Chinese University of Hong Kong, Shenzhen (CUHKSZ). I am supervised by Prof. Jie Xu and Dr. Guangxu Zhu. I am also a visiting student at the Shenzhen Research Institute of Big Data (SRIBD).
Research interests:
Edge AI, Semantic Communications, UAV Communications

Education backgrounds

Doctor of Philosophy in Computer & Information Engineering, The Chinese University of Hong Kong, Shenzhen (CUHKSZ), Sep. 2021 - Now
Master of Engineering in Information & Communication Engineering, University of Science and Technology of China (USTC), Sep.2018 - Jun. 2021
Bachelor of Engineering in Electronic Information Engineering, Dalian University of Technology (DUT), Sep.2014 - Jun. 2018

Publications

[Monograph]

  1. J. Xu, Z. Lyu, X. Song, F. Liu, Y. Cui, C. Masouros, T. X. Han, Y. C. Eldar, and S. Cui, "ISAC with emerging communication technologies," Integrated Sensing and Communications (ISAC), 2023, Springer. Paper
[Journal]
  1. Z. Lyu, G. Zhu, and J. Xu, "Joint maneuver and beamforming design for UAV-enabled integrated sensing and communication," IEEE Trans. Wireless Commun., vol. 22, no. 4, pp. 2424-2440, Apr. 2023. (ESI highly cited paper) Paper
  2. Z. Lyu, G. Zhu, J. Xu, B. Ai, and S. Cui, "Semantic communications for image recovery and classification via deep joint source and channel coding," IEEE Trans. Wireless Commun., early access. Paper
  3. Z. Lyu, Y. Li, G. Zhu, J. Xu, H. V. Poor, and S. Cui, "Rethinking resource management in edge learning: A joint pre-training and fine-tuning design paradigm," 2024. [Online]. Available: Paper
  4. G. Zhu, Z. Lyu, X. Jiao, P. Liu, M. Chen, J. Xu, S. Cui, and P. Zhang, "Pushing AI to wireless network edge: An overview on integrated sensing, communication, and computation towards 6G," Sci. China Inf. Sci., vol. 66, no. 130301, pp. 1-19, Feb. 2023. Paper
  5. X. Cao, Z. Lyu, G. Zhu, J. Xu, L. Xu, and S. Cui, "An overview on over-the-air federated edge learning," IEEE Wireless Commun., early access. Paper
  6. R. Du, H. Hua, H. Xie, X. Song, Z. Lyu, M. Hu, Y. Xin, S. McCann, M. Montemurro, T. Han, and J. Xu, "An overview on IEEE 802.11 bf: WLAN sensing," 2023. [Online]. Available: Paper
[Conference]
  1. Z. Lyu, C. Ren, and L. Qiu, "Movement and Communication Co-Design in Multi-UAV Enabled Wireless Systems via DRL," in IEEE Proc. ICCC, pp. 1-7, 2020.
  2. Z. Lyu, G. Zhu, and J. Xu, "Joint trajectory and beamforming design for UAV-enabled integrated sensing and communication," in IEEE Proc. ICC, pp. 1593-1598, 2022.
  3. Z. Lyu, G. Zhu, J. Xu, B. Ai, and S. Cui, "Semantic communications for joint image recovery and classification," in IEEE Proc. Globecom Workshops, pp. 1579-1584, 2023.
  4. G. Wu, Z. Lyu, J. Zhang, and J. Xu, "Semantic Communications for 3D Human Face Transmission with Neural Radiance Fields," in IEEE Proc. International Symposium on Wireless Communication Systems (ISWCS), 2024. (invited paper)

Awards & Honors

SRIBD Excellence Scholarship, SRIBD, CUHKSZ, 2023
Scholarship for Excellence in Academic Study, USTC, 2018-2021 (three times)
National Recommended Postgraduate Candidate, China, 2017
Outstanding Graduate Award, DUT, 2018
Scholarship for Learning Excellence, DUT, 2014-2018 (three times)

Services

Resident tutor of the Diligentia College, CUHKSZ
Professional Activities:
Conference TPC member & reviewer: IEEE GLOBECOM 2019-23, ICC 2020-2023, WCNC 2021-2023, VTC 2021-2023, etc.
Journal reviewer: IEEE JSAC, TWC, Tcom, WCL, TSP, etc.
Teaching Assistant:
EIE3050 Principles of Communication Systems [2021Fall]
EIE4003/MCE6004 Wireless Communications [2022/2023Spring]