About me

Welcome! I am Zhonghao Lyu. I am now a Postdoc Research Fellow at KTH Royal Institute of Technology.
I received my Ph.D. degree in Computer & Information Engineering from The Chinese University of Hong Kong, Shenzhen (CUHKSZ), supervised by Prof. Jie Xu and Dr. Guangxu Zhu. Before that, I received my M.Phil. degree from Information & Communication Engineering, University of Science and Technology of China (USTC) in 2021. I received my Bachelor degree in Electronic Information Engineering from Dalian University of Technology (DUT) in 2018. I was a visiting student at the Shenzhen Research Institute of Big Data (SRIBD) in 2022-2024.
Research interests:
Edge AI, Semantic Communications, UAV Communications

Publications (please see my latest publications on my Google Scholar page.)

[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]

2. 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
3. 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
4. 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
5. 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
6. 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
7. 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," IEEE Commun. Surv. Tutor., early access.
8. G. Chen, J. Li, Q. Wu, M. Hua, K. Meng, Z. Lyu, “Intelligent reflecting surface aided airComp: Multi-Timescale design and performance analysis,” IEEE Wirel. Commun. Lett.
9. G. Wu, Z. Lyu, J. Zhang, and J. Xu, “Embracing radiance field rendering in 6G: Over-the-air training and inference with 3D contents,” IEEE Open J. Commun. Soc., early access.
10. G. Cheng, X. Song, Z. Lyu, and J. Xu, “Networked ISAC for low-altitude economy: Coordinated transmit beamforming and UAV trajectory design,” submitted to IEEE Trans. Commun..

[Conference]

11. 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.
12. 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.
13. 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.
14. 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)
15. G. Cheng, X. Song, Z. Lyu, and Jie Xu, “Networked ISAC for low-altitude economy: Transmit beamforming and UAV trajectory design,” to appear in IEEE Proc. ICCC, 2024.