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20212025
most citedComplement Sparsification: Low-Overhead Model Pruning for Federated Learning

2 citations · 3 across the 6 of their papers we have counts for

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cs.LG2021

FLSys: Toward an Open Ecosystem for Federated Learning Mobile Apps

Xiaopeng Jiang, Han Hu, Vijaya Datta Mayyuri +6

This article presents the design, implementation, and evaluation of FLSys, a mobile-cloud federated learning (FL) system, which can be a key component for an open ecosystem of FL m…

cs.LG2021★ 1 cited

FGLP: A Federated Fine-Grained Location Prediction System for Mobile Users

Xiaopeng Jiang, Shuai Zhao, Guy Jacobson +6

Fine-grained location prediction on smart phones can be used to improve app/system performance. Application scenarios include video quality adaptation as a function of the 5G netwo…