10 citations · 11 across the 2 of their papers we have counts for
2 papers
cs.DC2023★ 1 cited
Communication-Efficient Design for Quantized Decentralized Federated Learning
Li Chen, Wei Liu, Yunfei Chen +1
Decentralized federated learning (DFL) is a variant of federated learning, where edge nodes only communicate with their one-hop neighbors to learn the optimal model. However, as in…
cs.LG2021★ 10 cited
Decentralized Federated Learning: Balancing Communication and Computing Costs
Wei Liu, Li Chen, Wenyi Zhang
Decentralized stochastic gradient descent (SGD) is a driving engine for decentralized federated learning (DFL). The performance of decentralized SGD is jointly influenced by inter-…