| Federated learning with differential privacy: Algorithms and performance analysis K Wei, J Li, M Ding, C Ma, HH Yang, F Farokhi, S Jin, TQS Quek, HV Poor IEEE transactions on information forensics and security 15, 3454-3469, 2020 | 1887 | 2020 |
| Scheduling Policies for Federated Learning in Wireless Networks HH Yang, Z Liu, TQS Quek, HV Poor IEEE Transactions on Communications 68 (1), 317–333, 2020 | 644 | 2020 |
| On safeguarding privacy and security in the framework of federated learning C Ma, J Li, M Ding, HH Yang, F Shu, TQS Quek, HV Poor IEEE network 34 (4), 242-248, 2020 | 319 | 2020 |
| Multi-armed bandit-based client scheduling for federated learning W Xia, TQS Quek, K Guo, W Wen, HH Yang, H Zhu IEEE Transactions on Wireless Communications 19 (11), 7108-7123, 2020 | 271 | 2020 |
| Age-based scheduling policy for federated learning in mobile edge networks HH Yang, A Arafa, TQS Quek, HV Poor ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 195 | 2020 |
| Heterogeneous cellular network with energy harvesting-based D2D communication HH Yang, J Lee, TQS Quek IEEE Transactions on Wireless communications 15 (2), 1406-1419, 2015 | 172 | 2015 |
| Federated-learning-enabled intelligent fog radio access networks: Fundamental theory, key techniques, and future trends Z Zhao, C Feng, HH Yang, X Luo IEEE wireless communications 27 (2), 22-28, 2020 | 124 | 2020 |
| Energy-efficient design of MIMO heterogeneous networks with wireless backhaul HH Yang, G Geraci, TQS Quek IEEE Transactions on Wireless Communications 15 (7), 4914-4927, 2016 | 107 | 2016 |
| Optimizing information freshness in computing-enabled IoT networks C Xu, HH Yang, X Wang, TQS Quek IEEE Internet of Things Journal 7 (2), 971-985, 2019 | 91 | 2019 |
| Mobility-aware cluster federated learning in hierarchical wireless networks C Feng, HH Yang, D Hu, Z Zhao, TQS Quek, G Min IEEE Transactions on Wireless Communications 21 (10), 8441-8458, 2022 | 86 | 2022 |
| Optimizing information freshness in wireless networks: A stochastic geometry approach HH Yang, A Arafa, TQS Quek, HV Poor IEEE Transactions on Mobile Computing 20 (6), 2269-2280, 2020 | 77 | 2020 |
| Reputation-based federated learning for secure wireless networks Z Song, H Sun, HH Yang, X Wang, Y Zhang, TQS Quek IEEE Internet of Things Journal 9 (2), 1212-1226, 2021 | 76 | 2021 |
| Understanding age of information in large-scale wireless networks HH Yang, C Xu, X Wang, D Feng, TQS Quek IEEE Transactions on Wireless Communications 20 (5), 3196-3210, 2021 | 76 | 2021 |
| An incentive-aware job offloading control framework for multi-access edge computing L Li, TQS Quek, J Ren, HH Yang, Z Chen, Y Zhang IEEE Transactions on Mobile Computing 20 (1), 63-75, 2019 | 68 | 2019 |
| Traffic matching in 5G ultra-dense networks Y Zhong, X Ge, HH Yang, T Han, Q Li IEEE Communications Magazine 56 (8), 100-105, 2018 | 62 | 2018 |
| Spatiotemporal Analysis for SINR Coverage in Small Cell Networks HH Yang, TQS Quek IEEE Transactions on Communications, 2019 | 58 | 2019 |
| Cell-edge-aware precoding for downlink massive MIMO cellular networks HH Yang, G Geraci, TQS Quek, JG Andrews IEEE Transactions on Signal Processing 65 (13), 3344-3358, 2017 | 58 | 2017 |
| Massive MIMO meets small cell: backhaul and cooperation HH Yang, TQS Quek Springer International Publishing, 2017 | 54 | 2017 |
| Joint scheduling and resource allocation for hierarchical federated edge learning W Wen, Z Chen, HH Yang, W Xia, TQS Quek IEEE Transactions on Wireless Communications 21 (8), 5857-5872, 2022 | 51 | 2022 |
| Heterogeneous cellular networks with LoS and NLoS transmissions—The role of massive MIMO and small cells Q Zhang, HH Yang, TQS Quek, J Lee IEEE Transactions on Wireless Communications 16 (12), 7996-8010, 2017 | 51 | 2017 |
Tony Q.S. QuekFull Professor and ISTD Pillar Head, SUTDVerified email at ieee.org
