vix.ing · top · new · best · stats · spec

Mingzhe Chen

  1. A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems
    2019/02/26 by Walid Saad, Saad, Walid, Mehdi Bennis +3 · 82 citations
    Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Technologies #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI)
  2. A Joint Learning and Communications Framework for Federated Learning over Wireless Networks
    2019/09/17 by Mingzhe Chen, Chen, Mingzhe, Zhaohui Yang +9 · 40 citations
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding
  3. Energy Efficient Federated Learning Over Wireless Communication Networks
    2019/11/06 by Zhaohui Yang, Yang, Zhaohui, Mingzhe Chen +7 · 16 citations
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
  4. Distributed Learning in Wireless Networks: Recent Progress and Future Challenges
    2021/04/05 by Mingzhe Chen, Denız Gündüz, Chen, Mingzhe +11 · 17 citations
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Wireless Communication Security Techniques #Indoor and Outdoor Localization Technologies
  5. Federated Learning for 6G: Applications, Challenges, and Opportunities
    2021/01/05 by Zhaohui Yang, Yang, Zhaohui, Mingzhe Chen +7 · 9 citations
    Computer Science · #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Information Theory (cs.IT) #Privacy-Preserving Technologies in Data
  6. Secure Semantic Communications: Fundamentals and Challenges
    2023/01/04 by Zhaohui Yang, Yang, Zhaohui, Mingzhe Chen +7 · 11 citations
    Computer Science · #Network Security and Intrusion Detection #Wireless Signal Modulation Classification #Advanced Authentication Protocols Security
  7. Energy-Efficient Wireless Communications with Distributed Reconfigurable Intelligent Surfaces
    2020/05/01 by Zhaohui Yang, Yang, Zhaohui, Mingzhe Chen +11 · 7 citations
    Engineering · #Advanced Wireless Communication Technologies #Antenna Design and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
  8. Distributed Multi-agent Meta Learning for Trajectory Design in Wireless Drone Networks
    2020/12/06 by Ye Hu, Hu, Ye, Mingzhe Chen +7 · 6 citations
    Computer Science · Engineering · #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Robotics (cs.RO) #Smart Parking Systems Research #UAV Applications and Optimization
  9. Pushing AI to Wireless Network Edge: An Overview on Integrated Sensing, Communication, and Computation towards 6G
    2022/11/04 by Guangxu Zhu, Zhu, Guangxu, Zhonghao Lyu +13 · 8 citations
    Computer Science · Engineering · #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT and Edge/Fog Computing #Wireless Body Area Networks
  10. Performance Optimization for Semantic Communications: An Attention-based Reinforcement Learning Approach
    2022/08/17 by Yining Wang, Wang, Yining, Mingzhe Chen +11 · 8 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Robotics and Automated Systems #Topic Modeling
  11. Convergence Time Optimization for Federated Learning over Wireless Networks
    2020/01/22 by Mingzhe Chen, Chen, Mingzhe, H. Vincent Poor +5 · 9 citations
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding
  12. Optimization of Rate Allocation and Power Control for Rate Splitting Multiple Access (RSMA)
    2019/03/19 by Zhaohui Yang, Mingzhe Chen, Yang, Zhaohui +5 · 6 citations
    Engineering · #Advanced Wireless Communication Technologies #IoT Networks and Protocols #Wireless Body Area Networks
  13. Distributed Reinforcement Learning for Age of Information Minimization in Real-Time IoT Systems
    2021/04/04 by Sihua Wang, Mingzhe Chen, Wang, Sihua +11 · 4 citations
    Computer Science · Engineering · Medicine · #Age of Information Optimization #IoT Networks and Protocols #Congenital Heart Disease Studies
  14. Positioning Using Wireless Networks: Applications, Recent Progress and Future Challenges
    2024/03/18 by Yang Yang, Yang, Yang, Mingzhe Chen +11 · 7 citations
    Computer Science · Engineering · #Energy Efficient Wireless Sensor Networks #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Signal Processing (eess.SP) #electronic engineering #information engineering
  15. Sum-Rate Maximization of Uplink Rate Splitting Multiple Access (RSMA) Communication
    2019/06/10 by Zhaohui Yang, Yang, Zhaohui, Mingzhe Chen +7 · 4 citations
    Engineering · #Advanced Wireless Communication Technologies #Satellite Communication Systems #Antenna Design and Analysis
  16. Federated Learning on the Road: Autonomous Controller Design for Connected and Autonomous Vehicles
    2021/02/05 by Tengchan Zeng, Omid Semiari, Zeng, Tengchan +7 · 3 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Systems and Control (eess.SY) #Traffic control and management #Vehicular Ad Hoc Networks (VANETs) #electronic engineering #information engineering
  17. Power Efficient Visible Light Communication (VLC) with Unmanned Aerial Vehicles (UAVs)
    2019/05/10 by Yang Yang, Yang, Yang, Mingzhe Chen +7 · 2 citations
    Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Optical Wireless Communication Technologies #Signal Processing (eess.SP) #Smart Parking Systems Research #UAV Applications and Optimization #electronic engineering #information engineering
  18. Graph Neural Networks for Joint Communication and Sensing Optimization in Vehicular Networks
    2023/02/06 by Xuefei Li, Mingzhe Chen, Li, Xuefei +9 · 3 citations
    Engineering · #FOS: Computer and information sciences #Millimeter-Wave Propagation and Modeling #Networking and Internet Architecture (cs.NI)
  19. Federated Learning for Task and Resource Allocation in Wireless High Altitude Balloon Networks
    2020/03/19 by Sihua Wang, Mingzhe Chen, Wang, Sihua +11 · 2 citations
    Engineering · Computer Science · #UAV Applications and Optimization #Energy Harvesting in Wireless Networks #Opportunistic and Delay-Tolerant Networks
  20. Energy-Efficient Probabilistic Semantic Communication over Space-Air-Ground Integrated Networks
    2024/07/04 by Zhouxiang Zhao, Zhao, Zhouxiang, Zhaohui Yang +9 · 4 citations
    Computer Science · Engineering · #Opportunistic and Delay-Tolerant Networks #UAV Applications and Optimization #Satellite Communication Systems
  21. Positioning Using Visible Light Communications: A Perspective Arcs Approach
    2022/04/18 by Zhiyu Zhu, Zhu, Zhiyu, Caili Guo +9 · 2 citations
    Engineering · #Advanced Fiber Optic Sensors #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Optical Wireless Communication Technologies #Signal Processing (eess.SP) #electronic engineering #information engineering
  22. Adaptive Information Bottleneck Guided Joint Source and Channel Coding for Image Transmission
    2023/08/01 by Lunan Sun, Yang Yang, Mingzhe Chen +3 · 3 citations
  23. Jointly Optimizing Terahertz based Sensing and Communications in Vehicular Networks: A Dynamic Graph Neural Network Approach
    2024/03/17 by Xuefei Li, Li, Xuefei, Mingzhe Chen +9 · 3 citations
    Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Millimeter-Wave Propagation and Modeling #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #Terahertz technology and applications #electronic engineering #information engineering
  24. Artificial Intelligence Aided Next-Generation Networks Relying on UAVs
    2020/01/28 by Xiao Liu, Mingzhe Chen, Liu, Xiao +8 · 2 citations
    Computer Science · Engineering · #Advanced Wireless Communication Technologies #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Systems and Control (eess.SY) #UAV Applications and Optimization #Video Surveillance and Tracking Methods #electronic engineering #information engineering
  25. Virtual Reality over Wireless Networks: Quality-of-Service Model and Learning-Based Resource Management
    2017/03/13 by Mingzhe Chen, Walid Saad, Chen, Mingzhe +3 · 1 citation
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Photonic Communication Systems #FOS: Computer and information sciences #Information Theory (cs.IT) #Neural Networks and Reservoir Computing
  26. Digital Over-the-Air Federated Learning in Multi-Antenna Systems
    2023/02/04 by Sihua Wang, Wang, Sihua, Mingzhe Chen +7 · 2 citations
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Artificial Intelligence (cs.AI) #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Millimeter-Wave Propagation and Modeling
  27. Liquid State Machine Learning for Resource and Cache Management in LTE-U Unmanned Aerial Vehicle (UAV) Networks
    2018/01/29 by Mingzhe Chen, Chen, Mingzhe, Walid Saad +3 · 1 citation
    Computer Science · Engineering · #Advanced Wireless Communication Technologies #Caching and Content Delivery #FOS: Computer and information sciences #Information Theory (cs.IT) #UAV Applications and Optimization
  28. Machine Learning for Wireless Connectivity and Security of Cellular-Connected UAVs
    2018/04/15 by Ursula Challita, Aidin Ferdowsi, Challita, Ursula +5 · 1 citation
    Engineering · Computer Science · #UAV Applications and Optimization #Video Surveillance and Tracking Methods #Vehicular Ad Hoc Networks (VANETs)
  29. Data Correlation-Aware Resource Management in Wireless Virtual Reality (VR): An Echo State Transfer Learning Approach
    2019/02/14 by Mingzhe Chen, Chen, Mingzhe, Walid Saad +5 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning and ELM #Neural Networks and Reservoir Computing
  30. Federated Echo State Learning for Minimizing Breaks in Presence in Wireless Virtual Reality Networks
    2018/12/04 by Mingzhe Chen, Chen, Mingzhe, Omid Semiari +7 · 1 citation
    Computer Science · Engineering · #Advanced Photonic Communication Systems #FOS: Computer and information sciences #Image and Video Quality Assessment #Information Theory (cs.IT) #Neural Networks and Reservoir Computing
  31. Meta-Reinforcement Learning for Reliable Communication in THz/VLC Wireless VR Networks
    2021/01/29 by Yining Wang, Mingzhe Chen, Wang, Yining +11 · 1 citation
    Engineering · #Advanced Photonic Communication Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Millimeter-Wave Propagation and Modeling #Networking and Internet Architecture (cs.NI) #Optical Wireless Communication Technologies
  32. Optimization of Private Semantic Communication Performance: An Uncooperative Covert Communication Method
    2025/08/11 by Wenjing Zhang, Zhang, Wenjing, Ye Hu +7 · 2 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Privacy-Preserving Technologies in Data #Security in Wireless Sensor Networks #Wireless Communication Security Techniques
  33. Model-based Deep Learning for Wireless Resource Allocation in RSMA Communications Systems
    2024/05/02 by Hanwen Zhang, Zhang, Hanwen, Mingzhe Chen +5 · 1 citation
    Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #IoT Networks and Protocols #Signal Processing (eess.SP) #Telecommunications and Broadcasting Technologies #Wireless Body Area Networks #electronic engineering #information engineering
  34. Generative AI Empowered Semantic Feature Multiple Access (SFMA) Over Wireless Networks
    2024/12/30 by Jiaxiang Wang, Yinchao Yang, Wang, Jiaxiang +11 · 3 citations
    Engineering · #Wireless Body Area Networks #Advanced MIMO Systems Optimization #Advanced Wireless Communication Technologies
  35. Optimizing Communication and Device Clustering for Clustered Federated Learning with Differential Privacy
    2025/07/09 by Dongyu Wei, Xiang Xu, Wei, Dongyu +5 · 4 citations
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Advanced Data and IoT Technologies #IoT and Edge/Fog Computing
  36. Optimizing Model Splitting and Device Task Assignment for Deceptive Signal Assisted Private Multi-hop Split Learning
    2025/07/09 by Dongyu Wei, Xitong Xu, Wei, Dongyu +7 · 3 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Wireless Communication Security Techniques #Wireless Signal Modulation Classification
  37. Sensing Safety Analysis for Vehicular Networks with Integrated Sensing and Communication (ISAC)
    2025/05/03 by Tingyu Shui, Shui, Tingyu, Walid Saad +3 · 2 citations
    Computer Science · Decision Sciences · #Distributed Sensor Networks and Detection Algorithms #Risk and Safety Analysis
  38. Optimization of Collaborative Semantic Communication Network Performance with Channel and Content Preference Feedback
    2026/07/27 by Defeng Zhou, Dongyu Wei, Siyao Li +1
    #cs.NI