Su, Xiaoxin
- 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
- 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
- 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)