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Structure-Aware Multi-Hop Graph Convolution for Graph Neural Networks

We present a spatial graph convolution (GC) to classify signals on a graph. Existing GC methods are limited in using the structural information in the feature space. Furthermore, GCs only aggregate features from one-hop neighboring nodes to the target node in their single step. In this paper, we pro...

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Auteurs principaux: Yang Li, Yuichi Tanaka
Format: Artigo
Langue:Inglês
Publié: IEEE 2022-01-01
Collection:IEEE Access
Sujets:
Accès en ligne:https://ieeexplore.ieee.org/document/9706184/
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