| A joint learning and communications framework for federated learning over wireless networks M Chen, Z Yang, W Saad, C Yin, HV Poor, S Cui IEEE transactions on wireless communications 20 (1), 269-283, 2020 | 1431 | 2020 |
| Machine learning for wireless networks with artificial intelligence: A tutorial on neural networks M Chen, U Challita, W Saad, C Yin, M Debbah arXiv preprint arXiv:1710.02913 9, 2017 | 1412* | 2017 |
| Caching in the sky: Proactive deployment of cache-enabled unmanned aerial vehicles for optimized quality-of-experience M Chen, M Mozaffari, W Saad, C Yin, M Debbah, CS Hong IEEE Journal on Selected Areas in Communications 35 (5), 1046-1061, 2017 | 815 | 2017 |
| Introduction to digital communication RE Ziemer, RL Peterson (No Title), 2001 | 526 | 2001 |
| Virtual reality over wireless networks: Quality-of-service model and learning-based resource management M Chen, W Saad, C Yin IEEE Transactions on Communications 66 (11), 5621-5635, 2018 | 284 | 2018 |
| Echo state networks for proactive caching in cloud-based radio access networks with mobile users M Chen, W Saad, C Yin, M Debbah IEEE Transactions on Wireless Communications 16 (6), 3520-3535, 2017 | 213 | 2017 |
| A squaring method to simplify the decoding of orthogonal space-time block codes X Li, T Luo, G Yue, C Yin IEEE Transactions on Communications 49 (10), 1700-1703, 2001 | 200 | 2001 |
| Liquid state machine learning for resource and cache management in LTE-U unmanned aerial vehicle (UAV) networks M Chen, W Saad, C Yin IEEE Transactions on Wireless Communications 18 (3), 1504-1517, 2019 | 190 | 2019 |
| Multicarrier Broadband Wireless Communication Technologies C Yin, T Luo, G Yue Beijing University of Posts and Telecommunications Press, 2004 | 185* | 2004 |
| Lightweight management of resource-constrained sensor devices in internet of things Z Sheng, H Wang, C Yin, X Hu, S Yang, VCM Leung IEEE internet of things journal 2 (5), 402-411, 2015 | 141 | 2015 |
| Scaling laws for overlaid wireless networks: A cognitive radio network versus a primary network C Yin, L Gao, S Cui IEEE/ACM transactions on networking 18 (4), 1317-1329, 2010 | 136 | 2010 |
| Federated echo state learning for minimizing breaks in presence in wireless virtual reality networks M Chen, O Semiari, W Saad, X Liu, C Yin IEEE Transactions on Wireless Communications 19 (1), 177-191, 2019 | 129 | 2019 |
| Echo state networks for self-organizing resource allocation in LTE-U with uplink–downlink decoupling M Chen, W Saad, C Yin IEEE Transactions on Wireless Communications 16 (1), 3-16, 2016 | 118 | 2016 |
| Joint resource allocation and computation offloading in mobile edge computing for SDN based wireless networks N Kiran, C Pan, S Wang, C Yin Journal of Communications and Networks 22 (1), 1-11, 2019 | 117 | 2019 |
| Echo-liquid state deep learning for 360° content transmission and caching in wireless VR networks with cellular-connected UAVs M Chen, W Saad, C Yin IEEE Transactions on Communications 67 (9), 6386-6400, 2019 | 113 | 2019 |
| Federated learning for task and resource allocation in wireless high-altitude balloon networks S Wang, M Chen, C Yin, W Saad, CS Hong, S Cui, HV Poor IEEE Internet of Things Journal 8 (24), 17460-17475, 2021 | 104 | 2021 |
| Performance analysis of routing protocol for low power and lossy networks (RPL) in large scale networks X Liu, Z Sheng, C Yin, F Ali, D Roggen IEEE Internet of Things Journal 4 (6), 2172-2185, 2017 | 103 | 2017 |
| Federated learning based audio semantic communication over wireless networks H Tong, Z Yang, S Wang, Y Hu, W Saad, C Yin 2021 IEEE Global Communications Conference (GLOBECOM), 1-6, 2021 | 101 | 2021 |
| Data correlation-aware resource management in wireless virtual reality (VR): An echo state transfer learning approach M Chen, W Saad, C Yin, M Debbah IEEE Transactions on Communications 67 (6), 4267-4280, 2019 | 99 | 2019 |
| A machine learning approach for task and resource allocation in mobile-edge computing-based networks S Wang, M Chen, X Liu, C Yin, S Cui, HV Poor IEEE Internet of Things Journal 8 (3), 1358-1372, 2020 | 93 | 2020 |
Mingzhe ChenAssistant Professor, Electrical and Computer Engineering Department, University of MiamiAdresă de e-mail confirmată pe miami.edu