Architect
May 24, 2023 · Artificial Intelligence
A Comprehensive Overview of Graph Neural Networks: Models, Techniques, and Applications
Graph Neural Networks (GNNs) have become a research hotspot, and this article provides an intuitive overview of classic GNN models such as GCN, GraphSAGE, GAT, graph auto‑encoders, and DiffPool, discussing their architectures, advantages, limitations, and experimental results across various benchmark datasets.
DiffPoolGATGCN
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