11 citations · 18 across the 5 of their papers we have counts for
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3 papers · 1 filter
cs.DC2020
Distributed algorithms to determine eigenvectors of matrices on spatially distributed networks
Nazar Emirov, Cheng Cheng, Qiyu Sun +1
Eigenvectors of matrices on a network have been used for understanding spectral clustering and influence of a vertex. For matrices with small geodesic-width, we propose a distribut…
cs.IT2020★ 11 cited
Preconditioned Gradient Descent Algorithm for Inverse Filtering on Spatially Distributed Networks
Cheng Cheng, Nazar Emirov, Qiyu Sun
Graph filters and their inverses have been widely used in denoising, smoothing, sampling, interpolating and learning. Implementation of an inverse filtering procedure on spatially…
cs.IT2020★ 6 cited
Polynomial graph filter of multiple shifts and distributed implementation of inverse filtering
Nazar Emirov, Cheng Cheng, Junzheng Jiang +1
Polynomial graph filters and their inverses play important roles in graph signal processing. An advantage of polynomial graph filters is that they can be implemented in a distribut…