PAGE: Prototype-Based Model-Level Explanations for Graph Neural Networks

Aside from graph neural networks (GNNs) attracting significant attention as a powerful framework revolutionizing graph representation learning, there has been an increasing demand for explaining GNN models. Although various explanation methods for GNNs have been developed, most studies have focused...

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Hauptverfasser:	Shin, Yong-Min, Kim, Sun-Woo, Shin, Won-Yong
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Information Theory Computer Science - Learning Computer Science - Neural and Evolutionary Computing Computer Science - Social and Information Networks Mathematics - Information Theory
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