QiXuanWang / LearningFromTheBest

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GCN, GAT and GraphSAGE #35

Open QiXuanWang opened 4 years ago

QiXuanWang commented 4 years ago

Link: PaperWeekly

Comment: Published on 2020-02-27 paperweekly. It's a summary paper for GNN. Talked about GCN, GAT, GraphSAGE.

GCN: Semi-supervised Classification with Graph Convolutional Networks Link: https://arxiv.org/abs/1609.02907

GAT: Graph Attention Networks Link: https://arxiv.org/abs/1710.10903 Usage: classification

GraphSAGE: Inductive Representation Learning on Large Graphs Link: https://arxiv.org/abs/1706.02216 Usage: social network relationship prediction