Compressed subspace clustering: A case study. - Xianghui Mao; Yuantao Gu (GlobalSIP, 2014)

Downsampling for sparse subspace clustering. - Xianghui Mao; Xiaohan Wang; Yuantao Gu (ICASSP, 2015)

Time-Varying Graph Signal Reconstruction. - Kai Qiu; Xianghui Mao; Xinyue Shen 002; Xiaohan Wang; Tiejian Li; Yuantao Gu (IEEE J. Sel. Top. Signal Process., 2017)

Change-Point Detection of Gaussian Graph Signals with Partial Information. - Yanxi Chen 001; Xianghui Mao; Dan Ling; Yuantao Gu (ICASSP, 2018)

A Joint Detection and Reconstruction Method for Blind Graph Signal Recovery. - Xianghui Mao; Yuantao Gu (ICASSP, 2018)

A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization. - Wotao Yin; Xianghui Mao; Kun Yuan 001; Yuantao Gu; Ali H. Sayed (CoRR, 2018)

Spatio-Temporal Signal Recovery Based on Low Rank and Differential Smoothness. - Xianghui Mao; Kai Qiu; Tiejian Li; Yuantao Gu (IEEE Trans. Signal Process., 2018)

Walk Proximal Gradient: An Energy-Efficient Algorithm for Consensus Optimization. - Xianghui Mao; Yuantao Gu; Wotao Yin (IEEE Internet Things J., 2019)

Walkman: A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization. - Xianghui Mao; Kun Yuan 001; Yubin Hu 001; Yuantao Gu; Ali H. Sayed; Wotao Yin (IEEE Trans. Signal Process., 2020)

An Improved Analysis and Rates for Variance Reduction under Without-replacement Sampling Orders. - Xinmeng Huang; Kun Yuan 001; Xianghui Mao; Wotao Yin (NeurIPS, 2021)

On the Comparison between Cyclic Sampling and Random Reshuffling. - Xinmeng Huang; Kun Yuan 001; Xianghui Mao; Wotao Yin (CoRR, 2021)