268 citations · 1.1k across the 58 of their papers we have counts for
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cs.LG2019
Generalizing Graph Convolutional Neural Networks with Edge-Variant Recursions on Graphs
Elvin Isufi, Fernando Gama, Alejandro Ribeiro
This paper reviews graph convolutional neural networks (GCNNs) through the lens of edge-variant graph filters. The edge-variant graph filter is a finite order, linear, and local re…
cs.LG2019
On the Transferability of Spectral Graph Filters
Ron Levie, Elvin Isufi, Gitta Kutyniok
This paper focuses on spectral filters on graphs, namely filters defined as elementwise multiplication in the frequency domain of a graph. In many graph signal processing settings,…