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Ko, JeongGil

  1. Effective Heterogeneous Federated Learning via Efficient Hypernetwork-based Weight Generation
    2024/07/03 by Shin, Yujin, Lee, Kichang, Lee, Sungmin +3 · 3 citations
    #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  2. Improving Local Training in Federated Learning via Temperature Scaling
    2024/01/18 by Lee, Kichang, Zhang, Pei, Kim, Songkuk +1 · 1 citation
    #68 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.11 #Machine Learning (cs.LG)
  3. DeTrigger: A Gradient-Centric Approach to Backdoor Attack Mitigation in Federated Learning
    2024/11/19 by Ki‐Chang Lee, Lee, Kichang, Shin, Yujin +7 · 2 citations
    Computer Science · #68T07 #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #I.2.11 #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data