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Physical Sciences → Computer Science → Artificial Intelligence

Advanced Graph Neural Networks

This cluster of papers focuses on the development, applications, and techniques related to Graph Neural Networks (GNNs) and their variants. It covers topics such as knowledge graph embedding, representation learning, network embedding, deep learning, graph convolutional networks, heterogeneous networks, relational data modeling, signal processing on graphs, and semi-supervised learning.

57.7K works worldwide554.1K citations
Graph Neural NetworksKnowledge Graph EmbeddingRepresentation LearningNetwork EmbeddingDeep LearningGraph Convolutional NetworksHeterogeneous NetworksRelational Data ModelingSignal Processing on GraphsSemi-Supervised Learning

Journals publishing in this area

1Expert Systems with Applications cover
Expert Systems with Applications
ISSN 0957-4174698 articles in this topic
341h-index
2Information Sciences cover
Information Sciences
ISSN 0020-0255525 articles in this topic
275h-index
3Neural Networks cover
Neural Networks
ISSN 0893-6080401 articles in this topic
246h-index