Introduction to graph representation learning, including methods for embedding graph data, graph neural networks, and deep generative models of graphs.

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2020-09-10 · Parallels between recent works on latent graph learning and older techniques of manifold learning.

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2020-02-01 · PyTorch Implementation and Explanation of Graph Representation Learning papers involving DeepWalk, GCN, GraphSAGE, ChebNet & GAT.

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2020-04-24 · Videos from emerging fields of Graph Representation Learning and Geometric Deep Learning.

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