Chen, Mingzhe

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

Saad, W., Bennis, M., & Chen, M. (2020) · IEEE Network

Advanced Wireless Communication TechnologiesSoftware-Defined Networks and 5G

Cited by 4,985

A Joint Learning and Communications Framework for Federated Learning over Wireless Networks

Chen, M., Yang, Z., Saad, W., Yin, C., Poor, H. V., & Cui, S. (2019) · arXiv

Privacy-Preserving Technologies in DataAdvanced Wireless Network Optimization

Cited by 1,547

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

Chen, M., Yang, Z., Saad, W., Yin, C., Poor, H. V., & Cui, S. (2021) · IEEE Transactions on Wireless Communications

Privacy-Preserving Technologies in DataAdvanced Wireless Network Optimization

Cited by 1,547

Energy Efficient Federated Learning Over Wireless Communication Networks

Yang, Z., Chen, M., Saad, W., Hong, C. S., & Shikh-Bahaei, M. (2021) · IEEE Transactions on Wireless Communications

Privacy-Preserving Technologies in DataIoT and Edge/Fog Computing

Cited by 1,153

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

Chen, M., Mozaffari, M., Saad, W., Yin, C., Debbah, M., & Hong, C. S. (2017) · IEEE Journal on Selected Areas in Communications

UAV Applications and OptimizationCaching and Content Delivery

Cited by 742

Convergence Time Optimization for Federated Learning Over Wireless Networks

Chen, M., Poor, H. V., Saad, W., & Cui, S. (2021) · IEEE Transactions on Wireless Communications

Privacy-Preserving Technologies in DataAdvanced Wireless Network Optimization

Cited by 403

Communication-efficient federated learning

Chen, M., Shlezinger, N., Poor, H. V., Eldar, Y. C., & Cui, S. (2021) · Proceedings of the National Academy of Sciences

Privacy-Preserving Technologies in DataIoT and Edge/Fog Computing

Cited by 397

UVeQFed: Universal Vector Quantization for Federated Learning

Shlezinger, N., Chen, M., Eldar, Y. C., Poor, H. V., & Cui, S. (2021) · IEEE Transactions on Signal Processing

Privacy-Preserving Technologies in DataDistributed Sensor Networks and Detection Algorithms

Cited by 275

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

Zeng, T., Semiari, O., Mozaffari, M., Chen, M., Saad, W., & Bennis, M. (2020) · ICC 2020 - 2020 IEEE International Conference on Communications (ICC)

UAV Applications and OptimizationPrivacy-Preserving Technologies in Data

Cited by 218

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

Chen, M., Saad, W., & Yin, C. (2019) · IEEE Transactions on Wireless Communications

UAV Applications and OptimizationCaching and Content Delivery

Cited by 176

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

Chen, M., Saad, W., Yin, C., & Debbah, M. (2017) · IEEE Transactions on Wireless Communications

Caching and Content DeliveryIoT and Edge/Fog Computing

Cited by 176

Distributed Multi-Agent Meta Learning for Trajectory Design in Wireless Drone Networks

Hu, Y., Chen, M., Saad, W., Poor, H. V., & Cui, S. (2021) · IEEE Journal on Selected Areas in Communications

UAV Applications and OptimizationReinforcement Learning in Robotics

Cited by 152

Federated Learning on the Road Autonomous Controller Design for Connected and Autonomous Vehicles

Zeng, T., Semiari, O., Chen, M., Saad, W., & Bennis, M. (2022) · IEEE Transactions on Wireless Communications

Privacy-Preserving Technologies in DataTraffic control and management

Cited by 131

Federated Learning for Energy-Efficient Task Computing in Wireless Networks

Wang, S., Chen, M., Saad, W., & Yin, C. (2020) · ICC 2020 - 2020 IEEE International Conference on Communications (ICC)

IoT and Edge/Fog ComputingAdvanced Wireless Network Optimization

Cited by 33

Federated Deep Learning for Immersive Virtual Reality over Wireless Networks

Chen, M., Semiari, O., Saad, W., Liu, X., & Yin, C. (2019) · 2019 IEEE Global Communications Conference (GLOBECOM)

Virtual Reality Applications and ImpactsIoT and Edge/Fog Computing

Cited by 19

Securing Distributed Network Digital Twin Systems Against Model Poisoning Attacks

Zhang, Z., Fang, M., Chen, M., Li, G., Lin, X., & Liu, Y. (2024) · arXiv

Adversarial Robustness in Machine LearningNetwork Security and Intrusion Detection

Cited by 13