Introduction to Graph Neural Networks. Zhiyuan Liu
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1.1.1 Convolutional Neural Networks
2.1.3 Singular Value Decomposition
2.2.1 Basic Concepts and Formulas
2.2.2 Probability Distributions
2.3.2 Algebra Representations of Graphs
4 Vanilla Graph Neural Networks
5 Graph Convolutional Networks
6.1 Gated Graph Neural Networks