31 citations · 54 across the 2 of their papers we have counts for
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cs.LG2020★ 31 cited
Hierarchical Federated Learning through LAN-WAN Orchestration
Jinliang Yuan, Mengwei Xu, Xiao Ma +3
Federated learning (FL) was designed to enable mobile phones to collaboratively learn a global model without uploading their private data to a cloud server. However, exiting FL pro…
cs.LG2020★ 23 cited
Federated Neural Architecture Search
Jinliang Yuan, Mengwei Xu, Yuxin Zhao +4
To preserve user privacy while enabling mobile intelligence, techniques have been proposed to train deep neural networks on decentralized data. However, training over decentralized…