Hypergraph Neural Networks Based on Enclosing Subgraph Extraction for Link Prediction

Recently, the link prediction methods based on enclosing subgraph extraction and line graph transformation have been proven to achieve excellent prediction accuracy, but there are still some shortcomings, for examples, the time and space complexity of line graph transformation is too high and the gr...

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Veröffentlicht in:	Proceedings - International Conference on Parallel and Distributed Systems S. 455 - 461
Hauptverfasser:	Chen, Liang, Zhao, Ying, Sajjanhar, Atul
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 10.10.2024
Schlagworte:	Accuracy Complexity theory Convolutional neural networks dual hypergraph transformation Feature extraction Graph neural networks hypergraph hypergraph neural networks link prediction Memory management Predictive models Runtime
ISSN:	2690-5965
Online-Zugang:	Volltext
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