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Mao, Yuyi

  1. Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach
    2021/02/08 by Jiawei Shao, Yuyi Mao, Shao, Jiawei +3 · 16 citations
    Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Wireless Communication Security Techniques #Wireless Signal Modulation Classification #electronic engineering #information engineering
  2. Task-Oriented Communication for Multi-Device Cooperative Edge Inference
    2021/09/01 by Shao, Jiawei, Mao, Yuyi, Zhang, Jun · 7 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  3. Green Edge AI: A Contemporary Survey
    2023/12/01 by Mao, Yuyi, Yu, Xianghao, Huang, Kaibin +2 · 10 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI)
  4. Branchy-GNN: a Device-Edge Co-Inference Framework for Efficient Point Cloud Processing
    2020/10/27 by Jiawei Shao, Shao, Jiawei, Haowei Zhang +5 · 4 citations
    Computer Science · Engineering · Environmental Science · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Distributed #FOS: Computer and information sciences #Parallel #Remote Sensing and LiDAR Applications #and Cluster Computing (cs.DC)
  5. Power-Delay Tradeoff in Multi-User Mobile-Edge Computing Systems
    2016/09/20 by Mao, Yuyi, Zhang, Jun, Song, S. H. +1 · 2 citations
    #FOS: Computer and information sciences #Information Theory (cs.IT)
  6. A Survey on Mobile Edge Computing: The Communication Perspective
    2017/01/04 by Yuyi Mao, Changsheng You, Mao, Yuyi +7 · 4 citations
    Computer Science · Engineering · #Caching and Content Delivery #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT Networks and Protocols #IoT and Edge/Fog Computing
  7. Integrated Sensing and Communications for Low-Altitude Economy: A Deep Reinforcement Learning Approach
    2024/12/05 by Ye, Xiaowen, Mao, Yuyi, Yu, Xianghao +3 · 6 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
  8. A Survey of What to Share in Federated Learning: Perspectives on Model Utility, Privacy Leakage, and Communication Efficiency
    2023/07/20 by Shao, Jiawei, Li, Zijian, Sun, Wenqiang +6 · 3 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. FedCiR: Client-Invariant Representation Learning for Federated Non-IID Features
    2023/08/30 by Zijian Li, Li, Zijian, Zehong Lin +7 · 3 citations
    Computer Science · Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Traffic Prediction and Management Techniques
  10. Resource-Constrained Edge AI with Early Exit Prediction
    2022/06/15 by Dong, Rongkang, Mao, Yuyi, Zhang, Jun · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. Feature Matching Data Synthesis for Non-IID Federated Learning
    2023/08/09 by Zijian Li, Li, Zijian, Yuchang Sun +9 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  12. Stochastic Joint Radio and Computational Resource Management for Multi-User Mobile-Edge Computing Systems
    2017/02/03 by Yuyi Mao, Mao, Yuyi, Jun Zhang +5 · 1 citation
    Computer Science · Engineering · #Age of Information Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT Networks and Protocols #IoT and Edge/Fog Computing
  13. Joint Activity Detection, Channel Estimation, and Data Decoding for Grant-free Massive Random Access
    2021/07/12 by Xinyu Bian, Bian, Xinyu, Yuyi Mao +3 · 1 citation
    Engineering · #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Signal Processing (eess.SP) #Wireless Body Area Networks #electronic engineering #information engineering
  14. Federated Learning with GAN-based Data Synthesis for Non-IID Clients
    2022/06/11 by Li, Zijian, Shao, Jiawei, Mao, Yuyi +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. UAV-Enabled Wireless Networks for Integrated Sensing and Learning-Oriented Communication
    2024/08/31 by Zhuang, Wenhao, He, Xinyu, Mao, Yuyi +1 · 2 citations
    #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
  16. Stochastic Coded Federated Learning: Theoretical Analysis and Incentive Mechanism Design
    2022/11/08 by Yuchang Sun, Sun, Yuchang, Jiawei Shao +7 · 1 citation
    Computer Science · #Computer Science and Game Theory (cs.GT) #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  17. Approximate Message Passing-Enhanced Graph Neural Network for OTFS Data Detection
    2024/02/15 by Zhuang, Wenhao, Yuyi Mao, Mao, Yuyi +10 · 1 citation
    Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Optical Systems and Laser Technology #Signal Processing (eess.SP) #electronic engineering #information engineering