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Path-enhanced graph convolutional networks for node classification without features

Most current graph neural networks (GNNs) are designed from the view of methodology and rarely consider the inherent characters of graph. Although the inherent characters may impact the performance of GNNs, very few methods are proposed to resolve the issue. In this work, we mainly focus on improvin...

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Detalles Bibliográficos
Autores principales: Jiao, Qingju, Zhao, Peige, Zhang, Hanjin, Han, Yahong, Liu, Guoying
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10256224/
https://www.ncbi.nlm.nih.gov/pubmed/37294827
http://dx.doi.org/10.1371/journal.pone.0287001