Mingzhe Chen

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

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Mingzhe Chen

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

Verificeret mail på miami.edu - Startside

Machine learning virtual reality caching unmanned aerial vehicles.


Titel Sortér efter henvisninger Sortér efter årstal Sortér efter titel	Citeret af Citeret af	År
A vision of 6G wireless systems: Applications, trends, technologies, and open research problems W Saad, M Bennis, M Chen IEEE Network, 2020	4319	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	1426	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	1416*	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	1009	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	817	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	505	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	379	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	344	2021
Federated learning for 6G: Applications, challenges, and opportunities Z Yang, M Chen, KK Wong, HV Poor, S Cui Engineering 8, 33-41, 2022	318	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	305	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	281	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	269	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	238	2020
Wireless Communications for Collaborative Federated Learning M Chen, HV Poor, W Saad, S Cui IEEE Communications Magazine, 2020	219	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	190	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	156	2020
Pushing AI to wireless network edge: An overview on integrated sensing, communication, and computation towards 6G G Zhu, Z Lyu, X Jiao, P Liu, M Chen, J Xu, S Cui, P Zhang Science China Information Sciences 66 (3), 130301, 2023	143	2023

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