ZHU, Guangxu
POSITION/TITLE
Research Scientist
RESEARCH INTEREST
Edge Intelligence, Federated Learning, Integrated Communications and Sensing
gxzhu@sribd.cn
EDUCATION BACKGROUND
From 2015-9 to 2019-12, The University of Hong Kong, Electronic and Electrical Engineering, PhD, Supervisor: Kaibin Huang
From 2012-9 to 2015-3, Zhejiang University, Information and Electronic Engineering, Master, Supervisor: Caijun Zhong
From 2008-9 to 2012-6, Zhejiang University, Information and Electronic Engineering, bachelor
HONORS AND AWARDS
- Best paper award at 2013 International Conference on WCSP.
- Hong Kong Ph.D. Fellowship. (09/2015 - 08/2019)
- Outstanding Ph.D. Thesis Award at The University of Hong Kong
- Exemplary Reviewer at IEEE Transactions on Communications
- Shenzhen Overseas High-Caliber Personnel (Level C)
BIOGRAPHY
Guangxu Zhu received the Ph.D. degree in electrical and electronic engineering from The University of Hong Kong in 2019. Currently he is a senior research scientist and deputy director of network system optimization center at the Shenzhen Research Institute of Big Data, and an adjunct associate professor with the School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen. His recent research interests include edge intelligence, semantic communications, and integrated sensing and communication. He is a recipient of the 2023 IEEE ComSoc Asia-Pacific Best Young Researcher Award and Outstanding Paper Award, the World's Top 2% Scientists by Stanford University, the First Prize of Natural Science Award of China Communication Society, the Second Prize of Natural Science Award of Zhejiang Province, the Outstanding Young Talent in Guangdong Province, the AI 2000 Most Influential Scholar Award Honorable Mention, the Young Scientist Award from UCOM 2023, the Best Paper Award from WCSP 2013 and IEEE JSnC 2024. He serve as associated editors at top-tier journal in ComSoc, including IEEE TWC and IEEE WCL, and symposium/workshop co-chairs of several IEEE major conferences including IEEE PIMRC 2021, WCSP 2023, IEEE Globecom 2023, VTC-fall 2023, ICASSP 2024, and WCNC 2024. He is the vice co-chair of the IEEE ComSoc Asia-Pacific Board Young Professionals Committee.
SELECTED JOURNAL PUBLICATIONS
1.G. Zhu, D. Liu, Y, Du, C. You, J. Zhang, and K. Huang, "Toward an Intelligent Edge: Wireless Communication Meets Machine Learning", IEEE Commun. Mag., vol. 58, no. 1, pp. 19 - 25, Jan. 2020. ( ESI highly cited paper, ESI hot paper)
2. G. Zhu, Y. Wang K. Huang, "Broadband analog aggregation for low-latency federated edge learning", IEEE Trans. Wireless Commun., vol. 19, no. 1, pp. 491-506, Jan. 2020. ( ESI highly cited paper)
3. G. Zhu, Y. Du, D. Gunduz, K. Huang, "One-Bit Over-the-Air Aggregation for Communication-Efficient Federated Edge Learning: Design and Convergence Analysis", IEEE Trans. Wireless Commun., vol. 20, no. 3, Mar. 2021.
4. G. Zhu, K. Huang, V. K. N. Lau, B. Xia, X. Li and S. Zhang, "Hybrid beamforming via the Kronecker decomposition for the millimeter-wave massive MIMO systems", IEEE J. Sel Area Commun., Vol. 35, no. 9, pp. 2097–2114, Sep. 2017.
5.G. Zhu and K. Huang, "MIMO Over-the-Air Computation for High-Mobility Multi-Modal Sensing", IEEE IoT Journal, vol. 6, no. 4, pp. 6089 - 6103, Aug. 2019.
