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2020 – today
- 2021
[c5]Xinmeng Huang, Kun Yuan, Xianghui Mao, Wotao Yin:
An Improved Analysis and Rates for Variance Reduction under Without-replacement Sampling Orders. NeurIPS 2021: 3232-3243- [i2]Xinmeng Huang, Kun Yuan, Xianghui Mao, Wotao Yin:
On the Comparison between Cyclic Sampling and Random Reshuffling. CoRR abs/2104.12112 (2021) - 2020
- [j4]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: 2513-2528 (2020)
2010 – 2019
- 2019
- [j3]Xianghui Mao, Yuantao Gu, Wotao Yin:
Walk Proximal Gradient: An Energy-Efficient Algorithm for Consensus Optimization. IEEE Internet Things J. 6(2): 2048-2060 (2019) - 2018
- [j2]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): 6281-6296 (2018) - [c4]Yanxi Chen, Xianghui Mao, Dan Ling, Yuantao Gu:
Change-Point Detection of Gaussian Graph Signals with Partial Information. ICASSP 2018: 3934-3938 - [c3]Xianghui Mao, Yuantao Gu:
A Joint Detection and Reconstruction Method for Blind Graph Signal Recovery. ICASSP 2018: 4184-4188 - [i1]Wotao Yin, Xianghui Mao, Kun Yuan, Yuantao Gu, Ali H. Sayed:
A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization. CoRR abs/1804.06568 (2018) - 2017
- [j1]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): 870-883 (2017) - 2015
- [c2]Xianghui Mao, Xiaohan Wang, Yuantao Gu:
Downsampling for sparse subspace clustering. ICASSP 2015: 3806-3810 - 2014
- [c1]Xianghui Mao, Yuantao Gu:
Compressed subspace clustering: A case study. GlobalSIP 2014: 453-457
Coauthor Index
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