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.LG2019★ 23 cited
The Tradeoff Between Privacy and Accuracy in Anomaly Detection Using Federated XGBoost
Mengwei Yang, Linqi Song, Jie Xu +2
Privacy has raised considerable concerns recently, especially with the advent of information explosion and numerous data mining techniques to explore the information inside large v…
cs.LG2017★ 3 cited
Online Learning for Offloading and Autoscaling in Energy Harvesting Mobile Edge Computing
Jie Xu, Lixing Chen, Shaolei Ren
Mobile edge computing (a.k.a. fog computing) has recently emerged to enable in-situ processing of delay-sensitive applications at the edge of mobile networks. Providing grid power…