108 citations · 341 across the 24 of their papers we have counts for
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cs.LG2021★ 1 cited
Autodidactic Neurosurgeon: Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning
Letian Zhang, Lixing Chen, Jie Xu
Recent breakthroughs in deep learning (DL) have led to the emergence of many intelligent mobile applications and services, but in the meanwhile also pose unprecedented computing ch…
cs.NI2021★ 6 cited
Bandwidth Allocation for Multiple Federated Learning Services in Wireless Edge Networks
Jie Xu, Heqiang Wang, Lixing Chen
This paper studies a federated learning (FL) system, where \textit{multiple} FL services co-exist in a wireless network and share common wireless resources. It fills the void of wi…