Concepedia

Xianghui Mao

XM

Statistics

Publications

6

Citations

306

H-Index

6

Active since

2014

Affiliations

Tsinghua University(Current)

University of California, Los Angeles

Xianghui Mao is an author at Tsinghua University specializing in engineering, computer science, and network analysis.

Top concepts

EngineeringComputer ScienceNetwork AnalysisData ScienceEdge ComputingInverse ProblemsCombinatorial OptimizationGraph TheoryImage AnalysisNetwork Science

Publications per year

2014–2020

6

Publications

6

Time-Varying Graph Signal Reconstruction

Kai Qiu, Xianghui Mao, Xinyue Shen et al. · IEEE Journal of Selected Topics in Signal Processing · 2017 · 151 citations

Graph Sparsity, Engineering, Graph Theory +14

Spatio-Temporal Signal Recovery Based on Low Rank and Differential Smoothness

Xianghui Mao, Kai Qiu, Tiejian Li et al. · IEEE Transactions on Signal Processing · 2018 · 50 citations

Engineering, Graph Signal Processing, Spatiotemporal Database +18

Walkman: A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization

Xianghui Mao, Kun Yuan, Yubin Hu et al. · IEEE Transactions on Signal Processing · 2020 · 50 citations · Full text

Network Science, Decentralized Optimization, Multi-agent Network +13

Compressed subspace clustering: A case study

Xianghui Mao, Yuantao Gu · 2014 · 22 citations

Cluster Computing, Compressed Subspace Clustering, Sparse Representation +15

Walk Proximal Gradient: An Energy-Efficient Algorithm for Consensus Optimization

Xianghui Mao, Yuantao Gu, Wotao Yin · IEEE Internet of Things Journal · 2018 · 22 citations

Energy Consumption, Cluster Computing, Engineering +15

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