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Huaiyu Dai

  1. Federated Learning of Large Language Models with Parameter-Efficient Prompt Tuning and Adaptive Optimization
    2023/10/23 by Tianshi Che, Ji Liu, Che, Tianshi +13 · 13 citations
    Computer Science · #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #and Cluster Computing (cs.DC)
  2. A Survey on Low Latency Towards 5G: RAN, Core Network and Caching Solutions
    2017/08/08 by Imtiaz Parvez, Ali Rahmati, Parvez, Imtiaz +7 · 6 citations
    Computer Science · Engineering · #Caching and Content Delivery #Advanced Wireless Communication Technologies #Opportunistic and Delay-Tolerant Networks
  3. FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-aware Model Update
    2023/12/10 by Ji Liu, Liu, Ji, Juncheng Jia +13 · 9 citations
    Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #Parallel #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #Traffic Prediction and Management Techniques #and Cluster Computing (cs.DC)
  4. FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server
    2022/04/25 by Hong Zhang, Ji Liu, Zhang, Hong +9 · 5 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Parallel #Privacy-Preserving Technologies in Data #Traffic Prediction and Management Techniques #and Cluster Computing (cs.DC)
  5. Multi-Job Intelligent Scheduling with Cross-Device Federated Learning
    2022/11/24 by Ji Liu, Liu, Ji, Juncheng Jia +13 · 5 citations
    Computer Science · #Age of Information Optimization #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)
  6. AEDFL: Efficient Asynchronous Decentralized Federated Learning with Heterogeneous Devices
    2023/12/18 by Ji Liu, Liu, Ji, Tianshi Che +11 · 4 citations
    Computer Science · Engineering · #Advanced Data and IoT Technologies #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  7. Efficient Content Delivery in User-Centric and Cache-Enabled Vehicular Edge Networks with Deadline-Constrained Heterogeneous Demands
    2022/02/15 by Md Ferdous Pervej, Pervej, Md Ferdous, Richeng Jin +5 · 2 citations
    Computer Science · #Caching and Content Delivery #Cooperative Communication and Network Coding #Opportunistic and Delay-Tolerant Networks
  8. Resource Constrained Vehicular Edge Federated Learning with Highly Mobile Connected Vehicles
    2022/10/27 by Md Ferdous Pervej, Pervej, Md Ferdous, Richeng Jin +3 · 2 citations
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Advanced Wireless Communication Technologies #Vehicular Ad Hoc Networks (VANETs)
  9. Graph Neural Networks Meet Wireless Communications: Motivation, Applications, and Future Directions
    2022/12/08 by Mengyuan Lee, Lee, Mengyuan, Guanding Yu +5 · 2 citations
    Computer Science · Engineering · #Advanced Graph Neural Networks #Advanced MIMO Systems Optimization
  10. Relay Selection for Cooperative NOMA
    2016/04/04 by Zhiguo Ding, Huaiyu Dai, Ding, Zhiguo +3 · 1 citation
    Computer Science · Engineering · #Advanced Wireless Communication Technologies #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Information Theory (cs.IT) #Wireless Communication Security Techniques
  11. Experimental Study of Outdoor UAV Localization and Tracking using Passive RF Sensing
    2021/08/17 by Udita Bhattacherjee, Ender Öztürk, Bhattacherjee, Udita +9 · 2 citations
    Engineering · Computer Science · #Indoor and Outdoor Localization Technologies #Target Tracking and Data Fusion in Sensor Networks #Robotics and Sensor-Based Localization
  12. Hierarchical Federated Learning in Wireless Networks: Pruning Tackles Bandwidth Scarcity and System Heterogeneity
    2023/08/03 by Md Ferdous Pervej, Richeng Jin, Pervej, Md Ferdous +3 · 2 citations
    Computer Science · #Cooperative Communication and Network Coding #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Privacy-Preserving Technologies in Data #Systems and Control (eess.SY) #Wireless Networks and Protocols #electronic engineering #information engineering
  13. Accelerating Generalized Benders Decomposition for Wireless Resource Allocation
    2020/03/03 by Mengyuan Lee, Ning Ma, Lee, Mengyuan +5 · 1 citation
    Computer Science · Engineering · #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Sparse and Compressive Sensing Techniques
  14. Efficient Federated Learning Using Dynamic Update and Adaptive Pruning with Momentum on Shared Server Data
    2024/08/11 by Ji Liu, Juncheng Jia, Liu, Ji +13 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Data Security #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)
  15. Base Station Antenna Uptilt Optimization for Cellular-Connected Drone Corridors
    2021/07/02 by Sung Joon Maeng, Maeng, Sung Joon, Md Moin Uddin Chowdhury +7 · 1 citation
    Engineering · #Air Traffic Management and Optimization #FOS: Electrical engineering #Signal Processing (eess.SP) #UAV Applications and Optimization #Vehicular Ad Hoc Networks (VANETs) #electronic engineering #information engineering
  16. TernaryVote: Differentially Private, Communication Efficient, and Byzantine Resilient Distributed Optimization on Heterogeneous Data
    2024/02/16 by Richeng Jin, Yujie Gu, Jin, Richeng +9 · 1 citation
    Computer Science · #Stochastic Gradient Optimization Techniques #Blockchain Technology Applications and Security #Privacy-Preserving Technologies in Data
  17. Advancing Hybrid Defense for Byzantine Attacks in Federated Learning
    2024/09/10 by Kai Yue, Yue, Kai, Richeng Jin +5 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Distributed #FOS: Computer and information sciences #Network Security and Intrusion Detection #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  18. Inverse-Reinforcement Learning Enabled Digital Twin for Intent-based Drone Networks
    2026/07/19 by Jiahao Wang, Ruimin Yang, Hanzhi Yu +2
    #eess.SP