Odd propagation depths cause a significant validation-accuracy drop for unaugmented normalized-adjacency and random-walk propagation, whereas adding self-loops minimizes the negative high-frequency coefficients and prevents this degradation. · CiteArk
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Odd propagation depths cause a significant validation-accuracy drop for unaugmented normalized-adjacency and random-walk propagation, whereas adding self-loops minimizes the negative high-frequency coefficients and prevents this degradation.
Source: paper:PDF p.14, Figure 4 and accompanying discussion
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