| Client-edge-cloud hierarchical federated learning L Liu, J Zhang, SH Song, KB Letaief ICC 2020-2020 IEEE international conference on communications (ICC), 1-6, 2020 | 1436 | 2020 |
| Stochastic joint radio and computational resource management for multi-user mobile-edge computing systems Y Mao, J Zhang, SH Song, KB Letaief IEEE transactions on wireless communications 16 (9), 5994-6009, 2017 | 819 | 2017 |
| Power-delay tradeoff in multi-user mobile-edge computing systems Y Mao, J Zhang, SH Song, KB Letaief 2016 IEEE global communications conference (GLOBECOM), 1-6, 2016 | 406 | 2016 |
| Graph neural networks for wireless communications: From theory to practice Y Shen, J Zhang, SH Song, KB Letaief IEEE Transactions on Wireless Communications 22 (5), 3554-3569, 2022 | 352 | 2022 |
| Hierarchical federated learning with quantization: Convergence analysis and system design L Liu, J Zhang, S Song, KB Letaief IEEE Transactions on Wireless Communications 22 (1), 2-18, 2022 | 266 | 2022 |
| Mobility-aware caching in D2D networks R Wang, J Zhang, SH Song, KB Letaief IEEE Transactions on Wireless Communications 16 (8), 5001-5015, 2017 | 193 | 2017 |
| Cell-free massive MIMO for 6G wireless communication networks H He, X Yu, J Zhang, S Song, KB Letaief Journal of Communications and Information Networks 6 (4), 321-335, 2021 | 184 | 2021 |
| An adaptive and robust deep learning framework for THz ultra-massive MIMO channel estimation W Yu, Y Shen, H He, X Yu, S Song, J Zhang, KB Letaief IEEE Journal of Selected Topics in Signal Processing 17 (4), 761-776, 2023 | 165 | 2023 |
| AI-enhanced cloud-edge-terminal collaborative network: Survey, applications, and future directions H Gu, L Zhao, Z Han, G Zheng, S Song IEEE Communications Surveys & Tutorials 26 (2), 1322-1385, 2023 | 161 | 2023 |
| Collaborative sensing in perceptive mobile networks: Opportunities and challenges L Xie, S Song, YC Eldar, KB Letaief IEEE wireless communications 30 (1), 16-23, 2023 | 140 | 2023 |
| FedKL: Tackling data heterogeneity in federated reinforcement learning by penalizing KL divergence Z Xie, S Song IEEE Journal on Selected Areas in Communications 41 (4), 1227-1242, 2023 | 107 | 2023 |
| Edge-assisted hierarchical federated learning with non-iid data L Liu, J Zhang, SH Song, KB Letaief arXiv preprint arXiv:1905.06641, 2019 | 102 | 2019 |
| Message passing meets graph neural networks: A new paradigm for massive MIMO systems H He, X Yu, J Zhang, S Song, KB Letaief IEEE Transactions on Wireless Communications 23 (5), 4709-4723, 2023 | 77 | 2023 |
| Humanoid robot-empowered language learning based on self-determination theory KY Fung, LH Lee, KF Sin, S Song, H Qu Education and Information Technologies 29 (14), 18927-18957, 2024 | 68 | 2024 |
| From BIM to digital twin in BIPV: A review of current knowledge W Wang, K Xu, S Song, Y Bao, C Xiang Sustainable Energy Technologies and Assessments 67, 103855, 2024 | 63 | 2024 |
| FedDQ: Communication-efficient federated learning with descending quantization L Qu, S Song, CY Tsui GLOBECOM 2022-2022 IEEE Global Communications Conference, 281-286, 2022 | 63 | 2022 |
| Perceptive mobile network with distributed target monitoring terminals: Leaking communication energy for sensing L Xie, P Wang, SH Song, KB Letaief IEEE Transactions on Wireless Communications 21 (12), 10193-10207, 2022 | 61 | 2022 |
| Optimal QoS-aware channel assignment in D2D communications with partial CSI R Wang, J Zhang, SH Song, KB Letaief IEEE Transactions on Wireless Communications 15 (11), 7594-7609, 2016 | 57 | 2016 |
| Multiobjective optimization of space–air–ground-integrated network slicing relying on a pair of central and distributed learning algorithms G Zhou, L Zhao, G Zheng, S Song, J Zhang, L Hanzo IEEE Internet of Things Journal 11 (5), 8327-8344, 2023 | 56 | 2023 |
| Exploring the impact of robot interaction on learning engagement: a comparative study of two multi-modal robots KY Fung, KC Fung, TLR Lui, KF Sin, LH Lee, H Qu, S Song Smart Learning Environments 12 (1), 12, 2025 | 54 | 2025 |