| Broadband analog aggregation for low-latency federated edge learning G Zhu, Y Wang, K Huang IEEE Transactions on Wireless Communications 19 (1), 491-506, 2019 | 489* | 2019 |
| Toward an intelligent edge: Wireless communication meets machine learning G Zhu, D Liu, Y Du, C You, J Zhang, K Huang IEEE communications magazine 58 (1), 19-25, 2020 | 441 | 2020 |
| One-bit over-the-air aggregation for communication-efficient federated edge learning: Design and convergence analysis G Zhu, Y Du, D Gündüz, K Huang IEEE Transactions on Wireless Communications 20 (3), 2120-2135, 2020 | 200 | 2020 |
| Wireless information and power transfer in relay systems with multiple antennas and interference G Zhu, C Zhong, HA Suraweera, GK Karagiannidis, Z Zhang, TA Tsiftsis IEEE Transactions on Communications 63 (4), 1400-1418, 2015 | 157 | 2015 |
| MIMO over-the-air computation for high-mobility multimodal sensing G Zhu, K Huang IEEE Internet of Things Journal 6 (4), 6089-6103, 2018 | 154 | 2018 |
| Optimal power control for over-the-air computation in fading channels X Cao, G Zhu, J Xu, K Huang IEEE Transactions on Wireless Communications, 2020 | 114 | 2020 |
| Over-the-Air Computing for Wireless Data Aggregation in Massive IoT G Zhu, J Xu, K Huang, S Cui IEEE Wireless Communications, 2021, 2020 | 104* | 2020 |
| Some new research trends in wirelessly powered communications K Huang, C Zhong, G Zhu IEEE Wireless Communications 23 (2), 19-27, 2016 | 85 | 2016 |
| Hybrid beamforming via the Kronecker decomposition for the millimeter-wave massive MIMO systems G Zhu, K Huang, VKN Lau, B Xia, X Li, S Zhang IEEE Journal on Selected Areas in Communications 35 (9), 2097-2114, 2017 | 78 | 2017 |
| Wirelessly powered data aggregation for IoT via over-the-air function computation: Beamforming and power control X Li, G Zhu, Y Gong, K Huang IEEE Transactions on Wireless Communications 18 (7), 3437-3452, 2019 | 73 | 2019 |
| Ergodic capacity comparison of different relay precoding schemes in dual-hop AF systems with co-channel interference G Zhu, C Zhong, HA Suraweera, Z Zhang, C Yuen, R Yin IEEE Transactions on Communications 62 (7), 2314-2328, 2014 | 69 | 2014 |
| Reduced-dimension design of MIMO over-the-air computing for data aggregation in clustered IoT networks D Wen, G Zhu, K Huang IEEE Transactions on Wireless Communications 18 (11), 5255-5268, 2019 | 63 | 2019 |
| Outage probability of dual-hop multiple antenna AF systems with linear processing in the presence of co-channel interference G Zhu, C Zhong, HA Suraweera, Z Zhang, C Yuen IEEE Transactions on Wireless Communications 13 (4), 2308-2321, 2014 | 62 | 2014 |
| Optimized power control design for over-the-air federated edge learning X Cao, G Zhu*, J Xu, Z Wang, S Cui IEEE Journal on Selected Areas in Communications 40 (1), 342-358, 2021 | 52 | 2021 |
| Data-importance aware user scheduling for communication-efficient edge machine learning D Liu, G Zhu, J Zhang, K Huang IEEE Transactions on Cognitive Communications and Networking 7 (1), 265-278, 2020 | 50 | 2020 |
| Inference from randomized transmissions by many backscatter sensors G Zhu, SW Ko, K Huang IEEE Transactions on Wireless Communications 17 (5), 3111-3127, 2018 | 44 | 2018 |
| Wireless data acquisition for edge learning: Data-importance aware retransmission D Liu, G Zhu, Q Zeng, J Zhang, K Huang IEEE Transactions on Wireless Communications 20 (1), 406-420, 2020 | 37 | 2020 |
| Grassmannian learning: Embedding geometry awareness in shallow and deep learning J Zhang, G Zhu, RW Heath Jr, K Huang arXiv preprint arXiv:1808.02229, 2018 | 35 | 2018 |
| Cooperative interference management for over-the-air computation networks X Cao, G Zhu, J Xu, K Huang IEEE Transactions on Wireless Communications 20 (4), 2634-2651, 2020 | 34 | 2020 |
| Transmission power control for over-the-air federated averaging at network edge X Cao, G Zhu, J Xu, S Cui IEEE Journal on Selected Areas in Communications 40 (5), 1571-1586, 2022 | 28 | 2022 |
Kaibin HuangProfessor, Dept. of EEE, The University of Hong Kong; IEEE Fellow; ISI Highly Cited Researcher在 eee.hku.hk 的电子邮件经过验证
