Yuanming Shi

1. Federated Learning via Over-the-Air Computation
   2018/12/31 by Kai Yang, Yang, Kai, Tao Jiang +5 · 28 citations
   Engineering · #Sparse and Compressive Sensing Techniques #Advanced MIMO Systems Optimization #Advanced Wireless Communication Technologies
2. Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications
   2021/11/08 by Khaled B. Letaief, Yuanming Shi, Jianmin Lu +1 · 20 citations
   Engineering · #Advanced Wireless Communication Technologies #IoT Networks and Protocols #Advanced Data and IoT Technologies
3. Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications
   2021/11/24 by Khaled B. Letaief, Yuanming Shi, Letaief, Khaled B. +5 · 18 citations
   Engineering · #Advanced Wireless Communication Technologies #Energy Harvesting in Wireless Networks #Wireless Communication Security Techniques
4. Communication-Efficient Edge AI: Algorithms and Systems
   2020/02/22 by Yuanming Shi, Kai Yang, Shi, Yuanming +7 · 15 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #Wireless Communication Security Techniques #electronic engineering #information engineering
5. Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis
   2020/07/15 by Yifei Shen, Shen, Yifei, Yuanming Shi +5 · 13 citations
   Engineering · Computer Science · #Advanced MIMO Systems Optimization #Advanced Graph Neural Networks #Millimeter-Wave Propagation and Modeling
6. A Survey on Integrated Sensing, Communication, and Computation
   2024/08/15 by Dingzhu Wen, Wen, Dingzhu, Yong Zhou +9 · 31 citations
   Computer Science · #Energy Efficient Wireless Sensor Networks
7. Task-Oriented Communications for 6G: Vision, Principles, and Technologies
   2023/03/20 by Yuanming Shi, Shi, Yuanming, Yong Zhou +9 · 10 citations
   Engineering · Neuroscience · #Advanced Wireless Communication Technologies #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Information Theory (cs.IT)
8. Task-Oriented Over-the-Air Computation for Multi-Device Edge AI
   2022/11/02 by Dingzhu Wen, Xiang Jiao, Wen, Dingzhu +9 · 9 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Signal Processing (eess.SP) #electronic engineering #information engineering
9. Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI
   2022/07/03 by Dingzhu Wen, Peixi Liu, Wen, Dingzhu +11 · 7 citations
   Engineering · #Advanced SAR Imaging Techniques #Sparse and Compressive Sensing Techniques #Indoor and Outdoor Localization Technologies
10. Machine Learning for Large-Scale Optimization in 6G Wireless Networks
    2023/01/03 by Yandong Shi, Shi, Yandong, Lixiang Lian +15 · 6 citations
    Engineering · Computer Science · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Technologies #Wireless Signal Modulation Classification
11. Over-the-Air Computation via Intelligent Reflecting Surfaces
    2019/04/29 by Tao Jiang, Yuanming Shi, Jiang, Tao +1 · 4 citations
    Engineering · #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Optical Wireless Communication Technologies #Signal Processing (eess.SP) #electronic engineering #information engineering
12. Federated Fine-Tuning for Pre-Trained Foundation Models Over Wireless Networks
    2024/07/03 by Zixin Wang, Yong Zhou, Wang, Zixin +5 · 5 citations
    Computer Science · Engineering · #Mobile Ad Hoc Networks #IPv6, Mobility, Handover, Networks, Security #Wireless Networks and Protocols
13. Federated Machine Learning for Intelligent IoT via Reconfigurable Intelligent Surface
    2020/04/13 by Kai Yang, Yuanming Shi, Yang, Kai +9 · 2 citations
    Engineering · Computer Science · #Advanced Wireless Communication Technologies #Privacy-Preserving Technologies in Data #Wireless Communication Security Techniques
14. Algorithm Unrolling for Massive Access via Deep Neural Network with Theoretical Guarantee
    2021/06/19 by Yandong Shi, Shi, Yandong, Hayoung Choi +5 · 2 citations
    Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
15. Over-the-Air Decentralized Federated Learning
    2021/06/15 by Yandong Shi, Yong Zhou, Shi, Yandong +3 · 2 citations
    Computer Science · Engineering · #Advanced Wireless Communication Technologies #Cooperative Communication and Network Coding #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #electronic engineering #information engineering
16. Integrated Sensing-Communication-Computation for Edge Artificial Intelligence
    2023/06/01 by Dingzhu Wen, Wen, Dingzhu, Xiaoyang Li +9 · 3 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Information Theory (cs.IT) #IoT and Edge/Fog Computing #Machine Learning (cs.LG)
17. Multi-agent Reinforcement Learning for Dynamic Resource Management in 6G in-X Subnetworks
    2022/05/10 by Xiao Du, Ting Wang, Du, Xiao +11 · 2 citations
    Engineering · Computer Science · #Advanced Wireless Communication Technologies #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding
18. Trustworthy Federated Learning via Blockchain
    2022/08/13 by Zhanpeng Yang, Yuanming Shi, Yang, Zhanpeng +7 · 2 citations
    Computer Science · #Blockchain Technology Applications and Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #electronic engineering #information engineering
19. Scalable Coordinated Beamforming for Dense Wireless Cooperative Networks
    2014/05/13 by Yuanming Shi, Shi, Yuanming, Jun Zhang +3 · 2 citations
    Engineering · #Advanced MIMO Systems Optimization #Millimeter-Wave Propagation and Modeling #Antenna Design and Optimization
20. Satellite Federated Edge Learning: Architecture Design and Convergence Analysis
    2024/04/02 by Yuanming Shi, Shi, Yuanming, Li Zeng +9 · 3 citations
    Engineering · #Satellite Communication Systems #IoT Networks and Protocols #Spacecraft Design and Technology
21. Nonconvex and Nonsmooth Sparse Optimization via Adaptively Iterative Reweighted Methods
    2018/10/24 by Hao Wang, Wang, Hao, Fan Zhang +5 · 2 citations
    Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Optimization and Variational Analysis #Sparse and Compressive Sensing Techniques
22. Energy-Efficient Processing and Robust Wireless Cooperative Transmission for Edge Inference
    2019/07/29 by Kai Yang, Yang, Kai, Yuanming Shi +5 · 2 citations
    Engineering · #Advanced MIMO Systems Optimization #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
23. The Roadmap to 6G: AI Empowered Wireless Networks
    2019/08/01 by Khaled B. Letaief, Wei Chen, Yuanming Shi +2 · 1 citation
24. Reconfigurable Intelligent Surface for Interference Alignment in MIMO Device-to-Device Networks
    2020/05/14 by Min Fu, Yong Zhou, Fu, Min +3 · 1 citation
    Engineering · #Advanced Wireless Communication Technologies #Indoor and Outdoor Localization Technologies #Millimeter-Wave Propagation and Modeling
25. Sparse Optimization for Green Edge AI Inference
    2020/02/24 by Xiangyu Yang, Yang, Xiangyu, Sheng Hua +9 · 1 citation
    Engineering · #Millimeter-Wave Propagation and Modeling #Advanced MIMO Systems Optimization #Antenna Design and Optimization
26. Over-the-Air Computation via Reconfigurable Intelligent Surface
    2021/05/11 by Wenzhi Fang, Fang, Wenzhi, Yuning Jiang +9 · 2 citations
    Engineering · #Advanced Wireless Communication Technologies #Indoor and Outdoor Localization Technologies #Underwater Vehicles and Communication Systems
27. UAV Aided Over-the-Air Computation
    2021/06/01 by Min Fu, Yong Zhou, Fu, Min +7 · 1 citation
    Computer Science · Engineering · #Advanced Wireless Communication Technologies #Distributed Control Multi-Agent Systems #FOS: Electrical engineering #Signal Processing (eess.SP) #Systems and Control (eess.SY) #UAV Applications and Optimization #electronic engineering #information engineering
28. Reconfigurable Intelligent Surfaces Empowered Green Wireless Networks with User Admission Control
    2022/06/16 by Jinglian He, He, Jinglian, Yijie Mao +7 · 1 citation
    Engineering · #Advanced Wireless Communication Technologies #Satellite Communication Systems #Antenna Design and Analysis
29. Vertical Federated Learning over Cloud-RAN: Convergence Analysis and System Optimization
    2023/05/04 by Yuanming Shi, Shi, Yuanming, Shuhao Xia +9 · 1 citation
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding
30. Integrating Sensing, Communication, and Power Transfer: From Theory to Practice
    2023/11/15 by Xiaoyang Li, Li, Xiaoyang, Zidong Han +14 · 1 citation
    Engineering · #Energy Harvesting in Wireless Networks #RFID technology advancements #Microwave Imaging and Scattering Analysis
31. Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning
    2025/08/21 by Dingzhu Wen, Sijing Xie, Wen, Dingzhu +11 · 4 citations
    Computer Science · #Advanced Technologies in Various Fields #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data