Graph Neural Networks (GNNs) have become a focal point of AI technology, with their unique data structure processing capabilities breaking through the limitations of traditional neural networks and facilitating upgrades in multiple industries, including recommendation systems, social network analysis, knowledge graphs, and life sciences. This article focuses on the core principles, mainstream models, typical application scenarios, and...