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, 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, integrated sensing and communication (ISAC), 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. [TWC] 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. [TWC] 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. [TWC] 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," IEEE Trans. Wireless Commun., 2024. Paper
5. [SCIS] 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. [WC] 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. [COMST] 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. [TVT]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. [OJCOM] 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. [TCOM]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..
11. [TMC] M. Cai, C. Ma, Y. Li, Z. Lyu, Y. Liu, L. Kong, and G. Chen, “UCMM: Unsupervised convolutional networks for accurate and efficient map matching with mobile cellular data,” submitted to IEEE Trans. Mob. Comput..

[Conference]

12. [ICCC] 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.
13. [ICC] 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.
14. [Globecom] 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.
15. [ISWCS] 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)
16. [VTC] P. Jiang, X. Cao, Y. He, X. Song, and Z. Lyu, "RIS-Assisted Integrated Sensing and Communication System With Physical Layer Security Enhancement by DRL Approach," in IEEE Proc. VTC-Spring, 2024.
17. [ICCC] 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.