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Ruifeng Zhang

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#machine learning Preprint Aug 2026

Spectral Analysis for Sparse Matrix Computation: Insights and Potential

This work gives the first known exploration of the connections between sparse matrix computation and spectral analysis by treating sparse matrices as two-dimensional signals and analyzing their frequency-domain representations through Fast Fourier Transform.

Ruifeng Zhang, Xipeng Shen · 0 citations