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Su, Xiaoxin

  1. Slashing Communication Traffic in Federated Learning by Transmitting Clustered Model Updates
    2021/05/10 by Laizhong Cui, Xiaoxin Su, Cui, Laizhong +5 · 2 citations
    Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  2. Optimal Rate Adaption in Federated Learning with Compressed Communications
    2021/12/13 by Laizhong Cui, Xiaoxin Su, Cui, Laizhong +5 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Wireless Networks and Protocols
  3. Fed-CVLC: Compressing Federated Learning Communications with Variable-Length Codes
    2024/02/06 by Su, Xiaoxin, Zhou, Yipeng, Cui, Laizhong +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)