Xianghui Mao

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 9

Top Topics

Subspace Clustering

Low Dimensional Spaces

Signal Recovery

Top Venues

IEEE Trans. Signal Process.

IEEE J. Sel. Top. Signal Process.

Publications

Xinmeng Huang, Kun Yuan, Xianghui Mao, Wotao Yin
An Improved Analysis and Rates for Variance Reduction under Without-replacement Sampling Orders. NeurIPS (2021)
Xinmeng Huang, Kun Yuan, Xianghui Mao, Wotao Yin
On the Comparison between Cyclic Sampling and Random Reshuffling. CoRR (2021)
Xianghui Mao, Kun Yuan, Yubin Hu, Yuantao Gu, Ali H. Sayed, Wotao Yin
Walkman: A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization. IEEE Trans. Signal Process. 68 (2020)
Xianghui Mao, Yuantao Gu, Wotao Yin
Walk Proximal Gradient: An Energy-Efficient Algorithm for Consensus Optimization. IEEE Internet Things J. 6 (2) (2019)
Xianghui Mao, Yuantao Gu
A Joint Detection and Reconstruction Method for Blind Graph Signal Recovery. ICASSP (2018)
Xianghui Mao, Kai Qiu, Tiejian Li, Yuantao Gu
Spatio-Temporal Signal Recovery Based on Low Rank and Differential Smoothness. IEEE Trans. Signal Process. 66 (23) (2018)
Yanxi Chen, Xianghui Mao, Dan Ling, Yuantao Gu
Change-Point Detection of Gaussian Graph Signals with Partial Information. ICASSP (2018)
Wotao Yin, Xianghui Mao, Kun Yuan, Yuantao Gu, Ali H. Sayed
A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization. CoRR (2018)
Kai Qiu, Xianghui Mao, Xinyue Shen, Xiaohan Wang, Tiejian Li, Yuantao Gu
Time-Varying Graph Signal Reconstruction. IEEE J. Sel. Top. Signal Process. 11 (6) (2017)
Xianghui Mao, Xiaohan Wang, Yuantao Gu
Downsampling for sparse subspace clustering. ICASSP (2015)
Xianghui Mao, Yuantao Gu
Compressed subspace clustering: A case study. GlobalSIP (2014)