As an emerging technology in the field of artificial intelligence (AI), graph neural networks (GNNs) are deep learning models ...
Abstract: Graph Transformers, emerging as a new architecture for graph representation learning, suffer from the quadratic complexity and can only handle graphs with at most thousands of nodes. To this ...
Abstract: In the era of information explosion, clustering analysis of graph-structured data and empty graph-structured data is of great significance for extracting the intrinsic value of data. From ...
Sosyal ağlar; bireyler, gruplar veya sistemler arasındaki etkileşimleri temsil eden karmaşık yapılardır. Bu tür yapılar, grafik teorisi kullanılarak düğümler (kullanıcılar) ve kenarlar (etkileşimler) ...
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