This is Jure's good slide about graph representaiton learning. This slide helps me understanding of recent embedding learning and do survey about it. It is very useful. Graph Representation Learning from Jure Leskovec www.slideshare.net

[1706.02216] Inductive Representation Learning on Large Graphs (NIPS 2017) This paper's contribution is mainly to generate a function, which extracts a feature represeantation on unseen nodes and graphs. They trained model by a graph, and …

[1710.03059] Learning Graph Representations with Embedding Propagation (NIPS 2017) [1403.6652] DeepWalk: Online Learning of Social Representations (KDD 2014) [1503.03578] LINE: Large-scale Information Network Embedding (WWW 2015) [1402.112…