DEEPWALK: Online Learning of Social Representations | ML with Graphs (Research Paper Walkthrough)

Node2Vec: Scalable Feature Learning for Networks | ML with Graphs (Research Paper Walkthrough)

HARP: Hierarchical Representation Learning for Network | ML with Graphs (Research Paper Walkthrough)

tNodeEmbed: Node Embeddings over Temporal Graphs | ML with Graphs (Research Paper Walkthrough)

TextRank: Bringing Order into Texts (Research Paper Walkthrough)

LINE: Large-scale Information Network Embedding (Machine Learning with Graphs)

graph2vec: Learning Distributed Representations of Graphs | ML with Graphs (Paper Walkthrough)

Anonymous Walk Embeddings | ML with Graphs (Research Paper Walkthrough)

Graph Clustering using Random-Walk Similarity | ML with Graphs (Research Paper Walkthrough)

GraphSAGE: Inductive Representation Learning on Large Graphs (Graph ML Research Paper Walkthrough)

GAT: Graph Attention Networks (Graph ML Research Paper Walkthrough)

Techniques for getting Graph Embeddings from Node Embeddings (Graph Machine Learning Concept)

R-GCN: Modeling Relational Data with Graph Convolution Network (Graph ML Research Paper Walkthrough)