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Shi, Yuanming

  1. Federated Learning via Over-the-Air Computation
    2018/12/31 by Kai Yang, Yang, Kai, Tao Jiang +5 · 34 citations
    Engineering · #Sparse and Compressive Sensing Techniques #Advanced MIMO Systems Optimization #Advanced Wireless Communication Technologies
  2. The Roadmap to 6G -- AI Empowered Wireless Networks
    2019/04/26 by Khaled B. Letaief, Letaief, Khaled B., Wei Chen +7 · 30 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
  3. Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications
    2021/11/24 by Khaled B. Letaief, Letaief, Khaled B., Yuanming Shi +5 · 21 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, Shi, Yuanming, Kai Yang +7 · 18 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, Yuanming Shi, Shen, Yifei +5 · 14 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, Yong Zhou, Wen, Dingzhu +9 · 33 citations
    Computer Science · #Energy Efficient Wireless Sensor Networks
  7. Robust Information Bottleneck for Task-Oriented Communication with Digital Modulation
    2022/09/21 by Xie, Songjie, Ma, Shuai, Ding, Ming +3 · 11 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  8. 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)
  9. Task-Oriented Over-the-Air Computation for Multi-Device Edge AI
    2022/11/02 by Dingzhu Wen, Wen, Dingzhu, Xiang Jiao +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
  10. Machine Learning for Large-Scale Optimization in 6G Wireless Networks
    2023/01/03 by Yandong Shi, Lixiang Lian, Shi, Yandong +15 · 8 citations
    Engineering · Computer Science · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Technologies #Wireless Signal Modulation Classification
  11. Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI
    2022/07/03 by Dingzhu Wen, Wen, Dingzhu, Peixi Liu +11 · 7 citations
    Engineering · #Advanced SAR Imaging Techniques #Sparse and Compressive Sensing Techniques #Indoor and Outdoor Localization Technologies
  12. Task-oriented Explainable Semantic Communications
    2023/02/27 by Ma, Shuai, Qiao, Weining, Wu, Youlong +6 · 6 citations
    #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
  13. Over-the-Air Computation via Intelligent Reflecting Surfaces
    2019/04/29 by Tao Jiang, Jiang, Tao, Yuanming Shi +1 · 6 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
  14. Integrated Sensing-Communication-Computation for Over-the-Air Edge AI Inference
    2023/08/12 by Z. Zhuang, Dingzhu Wen, Zhuang, Zeming +9 · 7 citations
    Engineering · #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Sparse and Compressive Sensing Techniques #Underwater Vehicles and Communication Systems
  15. Multi-agent Reinforcement Learning for Dynamic Resource Management in 6G in-X Subnetworks
    2022/05/10 by Xiao Du, Ting Wang, Du, Xiao +11 · 4 citations
    Engineering · Computer Science · #Advanced Wireless Communication Technologies #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding
  16. Federated Machine Learning for Intelligent IoT via Reconfigurable Intelligent Surface
    2020/04/13 by Kai Yang, Yang, Kai, Yuanming Shi +9 · 3 citations
    Engineering · Computer Science · #Advanced Wireless Communication Technologies #Privacy-Preserving Technologies in Data #Wireless Communication Security Techniques
  17. Group Sparse Beamforming for Green Cloud-RAN
    2013/10/01 by Yuanming Shi, Shi, Yuanming, Jun Zhang +3 · 2 citations
    Engineering · #Advanced MIMO Systems Optimization #Antenna Design and Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #Millimeter-Wave Propagation and Modeling
  18. Integrated Sensing-Communication-Computation for Edge Artificial Intelligence
    2023/06/01 by Dingzhu Wen, Xiaoyang Li, Wen, Dingzhu +9 · 4 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)
  19. 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
  20. Intelligent Reflecting Surface for Downlink Non-Orthogonal Multiple Access Networks
    2019/06/22 by Fu, Min, Zhou, Yong, Shi, Yuanming · 2 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
  21. Reconfigurable-Intelligent-Surface Empowered Wireless Communications: Challenges and Opportunities
    2020/01/02 by Yuan, Xiaojun, Zhang, Ying-Jun Angela, Shi, Yuanming +2 · 2 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
  22. Reconfigurable Intelligent Surface for Interference Alignment in MIMO Device-to-Device Networks
    2020/05/14 by Min Fu, Yong Zhou, Fu, Min +3 · 2 citations
    Engineering · #Advanced Wireless Communication Technologies #Indoor and Outdoor Localization Technologies #Millimeter-Wave Propagation and Modeling
  23. Over-the-Air Computation via Reconfigurable Intelligent Surface
    2021/05/11 by Wenzhi Fang, Yuning Jiang, Fang, Wenzhi +9 · 3 citations
    Engineering · #Advanced Wireless Communication Technologies #Indoor and Outdoor Localization Technologies #Underwater Vehicles and Communication Systems
  24. Algorithm Unrolling for Massive Access via Deep Neural Network with Theoretical Guarantee
    2021/06/19 by Yandong Shi, Hayoung Choi, Shi, Yandong +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
  25. Over-the-Air Decentralized Federated Learning
    2021/06/15 by Yandong Shi, Shi, Yandong, Yong Zhou +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
  26. UAV Aided Over-the-Air Computation
    2021/06/01 by Min Fu, Fu, Min, Yong Zhou +7 · 2 citations
    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
  27. Trustworthy Federated Learning via Blockchain
    2022/08/13 by Zhanpeng Yang, Yang, Zhanpeng, Yuanming Shi +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
  28. Scalable Coordinated Beamforming for Dense Wireless Cooperative Networks
    2014/05/13 by Yuanming Shi, Jun Zhang, Shi, Yuanming +3 · 2 citations
    Engineering · #Advanced MIMO Systems Optimization #Millimeter-Wave Propagation and Modeling #Antenna Design and Optimization
  29. Federated Learning via Unmanned Aerial Vehicle
    2022/10/20 by Minyue Fu, Yuanming Shi, Fu, Min +3 · 2 citations
    Computer Science · Engineering · #FOS: Electrical engineering #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #UAV Applications and Optimization #Wireless Communication Security Techniques #electronic engineering #information engineering
  30. UAV-Assisted Multi-Cluster Over-the-Air Computation
    2022/10/20 by Fu, Min, Zhou, Yong, Shi, Yuanming +2 · 2 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
  31. 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
  32. Nonconvex and Nonsmooth Sparse Optimization via Adaptively Iterative Reweighted Methods
    2018/10/24 by Hao Wang, Fan Zhang, Wang, Hao +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
  33. 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
  34. Gradient and Channel Aware Dynamic Scheduling for Over-the-Air Computation in Federated Edge Learning Systems
    2022/12/01 by Du, Jun, Jiang, Bingqing, Jiang, Chunxiao +2 · 2 citations
    #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
  35. Reconfigurable Intelligent Surface Empowered Downlink Non-Orthogonal Multiple Access
    2019/10/16 by Fu, Min, Zhou, Yong, Shi, Yuanming +1 · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
  36. Over-the-Air Federated Learning and Optimization
    2023/10/16 by Zhu, Jingyang, Shi, Yuanming, Zhou, Yong +3 · 2 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  37. Reconfigurable Intelligent Surface for Green Edge Inference
    2019/12/02 by Hua, Sheng, Zhou, Yong, Yang, Kai +1 · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
  38. 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
  39. Collaborative Edge AI Inference over Cloud-RAN
    2024/04/09 by Zhang, Pengfei, Wen, Dingzhu, Zhu, Guangxu +3 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  40. Reconfigurable Intelligent Surface for Massive Connectivity
    2021/01/13 by Xia, Shuhao, Shi, Yuanming, Zhou, Yong +1 · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
  41. Differentially Private Federated Learning via Reconfigurable Intelligent Surface
    2022/03/31 by Yang, Yuhan, Zhou, Yong, Wu, Youlong +1 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  42. 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
  43. STAR-RIS Assisted Over-the-Air Vertical Federated Learning in Multi-Cell Wireless Networks
    2023/01/13 by Zeng, Xiangyu, Mao, Yijie, Shi, Yuanming · 1 citation
    #FOS: Computer and information sciences #Information Theory (cs.IT)
  44. Vertical Federated Learning over Cloud-RAN: Convergence Analysis and System Optimization
    2023/05/04 by Yuanming Shi, Shuhao Xia, Shi, Yuanming +9 · 1 citation
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding
  45. Blind Over-the-Air Computation and Data Fusion via Provable Wirtinger Flow
    2018/11/12 by Jialin Dong, Yuanming Shi, Dong, Jialin +3 · 1 citation
    Computer Science · Engineering · #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Sparse and Compressive Sensing Techniques
  46. 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
  47. Task-oriented Over-the-air Computation for Edge-device Co-inference with Balanced Classification Accuracy
    2024/07/01 by Jiao, Xiang, Wen, Dingzhu, Zhu, Guangxu +3 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
  48. VideoScan: Enabling Efficient Streaming Video Understanding via Frame-level Semantic Carriers
    2025/03/12 by Li, Ruanjun, Tan, Yuedong, Shi, Yuanming +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  49. Satellite Edge Artificial Intelligence with Large Models: Architectures and Technologies
    2025/04/02 by Shi, Yuanming, Zhu, Jingyang, Jiang, Chunxiao +2 · 2 citations
    #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Parallel #Signal Processing (eess.SP) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
  50. 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
  51. Microservice Deployment in Space Computing Power Networks via Robust Reinforcement Learning
    2025/01/08 by Yu, Zhiyong, Jiang, Yuning, Liu, Xin +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Parallel #and Cluster Computing (cs.DC)
  52. Pipeline Parallelism is All You Need for Optimized Early-Exit Based Self-Speculative Decoding
    2025/09/19 by Li, Ruanjun, Liu, Ziheng, Shi, Yuanming +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  53. Edge Large AI Models: Revolutionizing 6G Networks
    2025/05/01 by Wang, Zixin, Shi, Yuanming, Zhou, Yong +2 · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering