Deng, Xiumei
- Low-latency Federated Learning with DNN Partition in Distributed Industrial IoT Networks
2022/10/26 by Xiumei Deng, Deng, Xiumei, Jun Li +11 · 2 citations
Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Technologies #Distributed #FOS: Computer and information sciences #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- Towards Communication-efficient Federated Learning via Sparse and Aligned Adaptive Optimization
2024/05/28 by Xiumei Deng, Deng, Xiumei, Jun Li +14 · 1 citation
Computer Science · #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Blockchain Assisted Federated Learning over Wireless Channels: Dynamic Resource Allocation and Client Scheduling
2021/05/31 by Xiumei Deng, Jun Li, Deng, Xiumei +13 · 1 citation
Computer Science · #Cryptography and Data Security #Distributed #FOS: Computer and information sciences #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)