Mingzhe Chen

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Walid SaadProfessor, Electrical and Computer Engineering, Virginia TechAdresse e-mail validée de vt.edu
Zhaohui YangAssistant Professor at Zhejiang UniversityAdresse e-mail validée de zju.edu.cn
Shuguang CuiDistinguished Presidential Chair Professor, School of Science and Engineering, CUHKSZAdresse e-mail validée de cuhk.edu.cn
HV PoorMichael Henry Strater University Professor, Princeton UniversityAdresse e-mail validée de princeton.edu
Changchuan YinProfessor, School of Information and Communication Engineering, BUPTAdresse e-mail validée de bupt.edu.cn
Choong Seon Hong, FIEEESchool of Computing, Kyung Hee UniversityAdresse e-mail validée de khu.ac.kr
Bennis MehdiFull Professor, IEEE Fellow, Head of ICON, University of OuluAdresse e-mail validée de oulu.fi
Mohammad Shikh-BahaeiProfessor of Telecommunications, King's College LondonAdresse e-mail validée de kcl.ac.uk
Merouane DebbahKU 6G Center, Khalifa University, CentralesupelecAdresse e-mail validée de centralesupelec.fr
Sihua WangBeijing University of Posts and TelecommunicationsAdresse e-mail validée de bupt.edu.cn
Yang YangBeijing University of Posts and TelecommunicationsAdresse e-mail validée de bupt.edu.cn
Wei Xu (许威)Professor, Southeast UniversityAdresse e-mail validée de seu.edu.cn
Yuchen LiuAssistant Professor in North Carolina State UniversityAdresse e-mail validée de ncsu.edu
Ursula ChallitaSenior Researcher at EricssonAdresse e-mail validée de sms.ed.ac.uk
Ye HuAssistant Professor at University of MiamiAdresse e-mail validée de miami.edu
Nir ShlezingerBen-Gurion University of the NegevAdresse e-mail validée de post.bgu.ac.il
Yonina EldarMath and Computer Science, WeizmannAdresse e-mail validée de weizmann.ac.il
Kaibin HuangProfessor and Dept.Head, University of Hong Kong; NAI Fellow; IEEE Fellow; Highly Cited ResearcherAdresse e-mail validée de eee.hku.hk
Kai Kit WongProfessor of Wireless Communications, University College LondonAdresse e-mail validée de ucl.ac.uk
Omid SemiariAI Research Scientist at Intel LabsAdresse e-mail validée de intel.com

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Mingzhe Chen

Assistant Professor, Electrical and Computer Engineering Department, University of Miami

Adresse e-mail validée de miami.edu - Page d'accueil

Machine learning virtual reality caching unmanned aerial vehicles.


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
A vision of 6G wireless systems: Applications, trends, technologies, and open research problems W Saad, M Bennis, M Chen IEEE Network, 2020	4296	2020
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	1422	2020
Artificial Neural Networks-Based Machine Learning for Wireless Networks: A Tutorial M Chen, U Challita, W Saad, C Yin, M Debbah IEEE Communications Surveys & Tutorials, 2019	1411*	2019
Energy efficient federated learning over wireless communication networks Z Yang, M Chen, W Saad, CS Hong, M Shikh-Bahaei IEEE Transactions on Wireless Communications 20 (3), 1935-1949, 2020	1004	2020
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	812	2017
Distributed learning in wireless networks: Recent progress and future challenges M Chen, D Gündüz, K Huang, W Saad, M Bennis, AV Feljan, HV Poor IEEE Journal on Selected Areas in Communications 39 (12), 3579-3605, 2021	501	2021
Convergence time optimization for federated learning over wireless networks M Chen, HV Poor, W Saad, S Cui IEEE Transactions on Wireless Communications 20 (4), 2457-2471, 2020	377	2020
Communication-efficient federated learning M Chen, N Shlezinger, HV Poor, YC Eldar, S Cui Proceedings of the National Academy of Sciences 118 (17), e2024789118, 2021	342	2021
Federated learning for 6G: Applications, challenges, and opportunities Z Yang, M Chen, KK Wong, HV Poor, S Cui Engineering 8, 33-41, 2022	316	2022
Energy-efficient wireless communications with distributed reconfigurable intelligent surfaces Z Yang, M Chen, W Saad, W Xu, M Shikh-Bahaei, HV Poor, S Cui IEEE Transactions on Wireless Communications 21 (1), 665-679, 2021	303	2021
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	280	2018
UVeQFed: Universal vector quantization for federated learning N Shlezinger, M Chen, YC Eldar, HV Poor, S Cui IEEE Transactions on Signal Processing 69, 500-514, 2020	266	2020
Machine Learning for Wireless Connectivity and Security of Cellular-Connected UAVs U Challita, A Ferdowsi, M Chen, W Saad IEEE Wireless Communications 26 (1), 28 - 35, 2019	257*	2019
6G white paper on machine learning in wireless communication networks S Ali, W Saad, N Rajatheva, K Chang, D Steinbach, B Sliwa, C Wietfeld, ... arXiv preprint arXiv:2004.13875, 2020	237	2020
Wireless Communications for Collaborative Federated Learning M Chen, HV Poor, W Saad, S Cui IEEE Communications Magazine, 2020	218	2020
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
Federated learning in the sky: Joint power allocation and scheduling with UAV swarms T Zeng, O Semiari, M Mozaffari, M Chen, W Saad, M Bennis ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-6, 2020	207	2020
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	189	2019
Sum-rate maximization of uplink rate splitting multiple access (RSMA) communication Z Yang, M Chen, W Saad, W Xu, M Shikh-Bahaei IEEE Transactions on Mobile Computing 21 (7), 2596-2609, 2020	155	2020
Optimization of rate allocation and power control for rate splitting multiple access (RSMA) Z Yang, M Chen, W Saad, M Shikh-Bahaei IEEE Transactions on Communications 69 (9), 5988-6002, 2021	143	2021

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