Hypergraph convolution and hypergraph attention

•Hypergraph convolution defines a basic convolutional operator in a hypergraph. It enables an efficient information propagation between vertices by fully exploiting the high order relationship and local clustering structure therein. We mathematically prove that graph convolution is a special case of...

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Bibliographic Details

Published in:	Pattern recognition Vol. 110; p. 107637
Main Authors:	Bai, Song, Zhang, Feihu, Torr, Philip H.S.
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.02.2021
Subjects:	Graph learning Graph neural networks Hypergraph learning Semi-supervised learning Graph learning Hypergraph learning Graph neural networks Semi-supervised learning
ISSN:	0031-3203, 1873-5142
Online Access:	Get full text
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