Mingzhe Chen

Research.com Recognitions

• 2025 - Research.com Rising Stars Award

Overview

Best Publications

• A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems

  Walid Saad;Mehdi Bennis;Mingzhe Chen

  4382
  Citations

• A Joint Learning and Communications Framework for Federated Learning Over Wireless Networks

  Mingzhe Chen;Zhaohui Yang;Walid Saad;Changchuan Yin

  1437
  Citations

• Artificial Neural Networks-Based Machine Learning for Wireless Networks: A Tutorial

  Mingzhe Chen;Ursula Challita;Walid Saad;Changchuan Yin

  1046
  Citations

• Energy Efficient Federated Learning Over Wireless Communication Networks

  Zhaohui Yang;Mingzhe Chen;Walid Saad;Choong Seon Hong

  1015
  Citations

• Caching in the Sky: Proactive Deployment of Cache-Enabled Unmanned Aerial Vehicles for Optimized Quality-of-Experience

  Mingzhe Chen;Mohammad Mozaffari;Walid Saad;Changchuan Yin

  764
  Citations

• Distributed Learning in Wireless Networks: Recent Progress and Future Challenges

  Mingzhe Chen;Deniz Gunduz;Kaibin Huang;Walid Saad

  497
  Citations

• Convergence Time Optimization for Federated Learning Over Wireless Networks

  Mingzhe Chen;H. Vincent Poor;Walid Saad;Shuguang Cui

  375
  Citations

• Energy-Efficient Wireless Communications with Distributed Reconfigurable Intelligent Surfaces

  Zhaohui Yang;Mingzhe Chen;Walid Saad;Wei Xu

  356
  Citations

• Communication-efficient federated learning.

  Mingzhe Chen;Mingzhe Chen;Nir Shlezinger;H. Vincent Poor;Yonina C. Eldar

  316
  Citations

• Federated Learning for 6G: Applications, Challenges, and Opportunities.

  Zhaohui Yang;Mingzhe Chen;Kai-Kit Wong;H. Vincent Poor

  308
  Citations

• Virtual Reality Over Wireless Networks: Quality-of-Service Model and Learning-Based Resource Management

  Mingzhe Chen;Walid Saad;Changchuan Yin

  269
  Citations

• Machine Learning for Wireless Networks with Artificial Intelligence: A Tutorial on Neural Networks

  Mingzhe Chen;Ursula Challita;Walid Saad;Changchuan Yin

  248
  Citations

• UVeQFed: Universal Vector Quantization for Federated Learning

  Nir Shlezinger;Mingzhe Chen;Yonina C. Eldar;H. Vincent Poor

  244
  Citations

• Machine Learning for Wireless Connectivity and Security of Cellular-Connected UAVs

  Ursula Challita;Aidin Ferdowsi;Mingzhe Chen;Walid Saad

  228
  Citations

• Performance Optimization for Semantic Communications: An Attention-Based Reinforcement Learning Approach

  Unknown

  223
  Citations

• Federated Learning in the Sky: Joint Power Allocation and Scheduling with UAV Swarms

  Tengchan Zeng;Omid Semiari;Mohammad Mozaffari;Mingzhe Chen

  202
  Citations

• Pushing AI to wireless network edge: an overview on integrated sensing, communication, and computation towards 6G

  Unknown

  187
  Citations

• Echo State Networks for Proactive Caching in Cloud-Based Radio Access Networks With Mobile Users

  Mingzhe Chen;Walid Saad;Changchuan Yin;Merouane Debbah

  184
  Citations

• Liquid State Machine Learning for Resource and Cache Management in LTE-U Unmanned Aerial Vehicle (UAV) Networks

  Mingzhe Chen;Walid Saad;Changchuan Yin

  181
  Citations

• Wireless Communications for Collaborative Federated Learning

  Mingzhe Chen;H. Vincent Poor;Walid Saad;Shuguang Cui

  175
  Citations

• 6G White Paper on Machine Learning in Wireless Communication Networks

  Sammad Ali;Walid Saad;Nandana Rajatheva;Kapseok Chang

  138
  Citations

• Wireless Communications for Collaborative Federated Learning in the Internet of Things.

  Mingzhe Chen;H. Vincent Poor;Walid Saad;Shuguang Cui

  15
  Citations