诸神缄默不语-个人CSDN博文目录
最近更新时间：2023.5.10
最早更新时间：2023.5.10
本文仅考虑同质图setting下的模型。
对于异质图场景，可以参考我写的另一篇博文：异质图神经网络（持续更新ing…）
- node2vec
- ChebNet Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
- GCN
- GraphSAGE
- GAT (2018 ICLR) Graph Attention Networks
图注意力网络 - GIN How Powerful are Graph Neural Networks?
- GGNN
- SGC
- JK-Net Representation Learning on Graphs with Jumping Knowledge Networks
- APPNP
- C&S
- GAE
- MotifNet: a motif-based Graph Convolutional Network for directed graphs
- SIGN: Scalable Inception Graph Neural Networks
- SSGC或S
2
^2
2GC Simple Spectral Graph Convolution
- GBP Scalable Graph Neural Networks via Bidirectional Propagation
- 无监督inductive节点表征模型（具体的还没看懂，所以不知道应该怎么分类啊啥的……）G2G Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking
Re37：读论文 G2G Graph2Gauss Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Rank
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