Zhu, Guogang
- Decoupling General and Personalized Knowledge in Federated Learning via Additive and Low-Rank Decomposition
2024/06/28 by Xinghao Wu, Xuefeng Liu, Wu, Xinghao +11 · 6 citations
Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Bold but Cautious: Unlocking the Potential of Personalized Federated Learning through Cautiously Aggressive Collaboration
2023/09/20 by Wu, Xinghao, Liu, Xuefeng, Niu, Jianwei +2 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Estimating before Debiasing: A Bayesian Approach to Detaching Prior Bias in Federated Semi-Supervised Learning
2024/05/30 by Zhu, Guogang, Liu, Xuefeng, Wu, Xinghao +4 · 1 citation
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)