Concepedia

Mengwei Xu

MX

47

Publications

1.5K

Citations

20

H-Index

2016

Active since

Affiliations

Beijing University of Posts and Telecommunications(Current)

Peking University

Tsinghua University

Microsoft Research Asia (China)

Jiangsu Academy of Agricultural Sciences

Mengwei Xu is an author at Beijing University of Posts and Telecommunications specializing in engineering, computer science, and mobile computing.

Top concepts

EngineeringComputer ScienceMobile ComputingData ScienceMachine LearningDeep LearningComputer EngineeringEdge ComputingFederated LearningData Privacy

Publications per year

2016–2025

47

Publications

47

A First Look at Deep Learning Apps on Smartphones

Mengwei Xu, Jiawei Liu, Yuanqiang Liu et al. · 2019 · 184 citations · Full text

Artificial Intelligence, Popular Android Apps, Machine Learning +12

DeepWear: Adaptive Local Offloading for On-Wearable Deep Learning

Mengwei Xu, Feng Qian, Mengze Zhu et al. · IEEE Transactions on Mobile Computing · 2019 · 127 citations

Wearable System, Mobile Sensing, Technology +14

Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data

Chengxu Yang, Qipeng Wang, Mengwei Xu et al. · 2021 · 120 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +25

From cloud to edge

Mengwei Xu, Zhe Fu, Xiao Ma et al. · 2021 · 99 citations

Edge Service Provider, Engineering, Edge Device +13

ShuffleDog: Characterizing and Adapting User-Perceived Latency of Android Apps

Gang Huang, Mengwei Xu, Felix Xiaozhu Lin et al. · IEEE Transactions on Mobile Computing · 2017 · 75 citations

Engineering, Operating Systems, Performance Monitoring +15

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