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 | 752 | 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 | 697 | 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 | 371 | 2016 |
Mobility-aware caching in D2D networks R Wang, J Zhang, SH Song, KB Letaief IEEE Transactions on Wireless Communications 16 (8), 5001-5015, 2017 | 184 | 2017 |
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 | 112 | 2022 |
Edge-assisted hierarchical federated learning with non-iid data L Liu, J Zhang, SH Song, KB Letaief arXiv preprint arXiv:1905.06641, 2019 | 93 | 2019 |
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 | 85 | 2021 |
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 | 84 | 2022 |
Spectrum sensing with active cognitive systems SH Song, K Hamdi, KB Letaief Wireless Communications, IEEE Transactions on 9 (6), 1849-1854, 2010 | 54 | 2010 |
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 | 51 | 2016 |
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 | 49 | 2023 |
Localized or Interleaved? A Tradeoff between Diversity and CFO Interference in Multipath Channels S Song, G Chen, K Letaief Wireless Communications, IEEE Transactions on, 1-6, 2011 | 47 | 2011 |
Cache size allocation in backhaul limited wireless networks X Peng, J Zhang, SH Song, KB Letaief 2016 IEEE International Conference on Communications (ICC), 1-6, 2016 | 46 | 2016 |
Maximizing energy efficiency in wireless networks with a minimum average throughput requirement C Li, SH Song, J Zhang, KB Letaief 2012 IEEE wireless communications and networking conference (WCNC), 1130-1134, 2012 | 45 | 2012 |
Developing and assessing MATLAB exercises for active concept learning SH Song, M Antonelli, TWK Fung, BD Armstrong, A Chong, A Lo, BE Shi IEEE Transactions on Education 62 (1), 2-10, 2018 | 43 | 2018 |
Exploiting mobility in cache-assisted D2D networks: Performance analysis and optimization R Wang, J Zhang, SH Song, KB Letaief IEEE Transactions on Wireless Communications 17 (8), 5592-5605, 2018 | 42 | 2018 |
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 | 39 | 2023 |
Cooperative cognitive networks: optimal, distributed and low-complexity algorithms G Zheng, S Song, KK Wong, B Ottersten IEEE Transactions on Signal Processing 61 (11), 2778-2790, 2013 | 37 | 2013 |
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 | 33 | 2023 |
A systematic procedure for accurately approximating lognormal-sum distributions QT Zhang, SH Song IEEE Transactions on Vehicular Technology 57 (1), 663-666, 2008 | 31 | 2008 |