Shi, Dian
- To Talk or to Work: Flexible Communication Compression for Energy Efficient Federated Learning over Heterogeneous Mobile Edge Devices
2020/12/22 by Liang Li, Li, Liang, Dian Shi +9 · 10 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Towards Energy Efficient Federated Learning over 5G+ Mobile Devices
2021/01/13 by Dian Shi, Liang Li, Shi, Dian +9 · 2 citations
Computer Science · #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Privacy-Preserving Technologies in Data #Wireless Networks and Protocols
- Energy and Spectrum Efficient Federated Learning via High-Precision Over-the-Air Computation
2022/08/15 by Li, Liang, Huang, Chenpei, Shi, Dian +4 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)