DGL
dgl-GNN-models-GCN - Semi-Supervised Classification with Graph Convolutional Network:
图卷积网络(Graph Convolutional Network) https://blog.youkuaiyun.com/chensi1995/article/details/77232019
dgl-GNN-models-GAT - Graph Attention Networks:
《Graph Attention Network》阅读笔记 https://www.cnblogs.com/ydcode/p/11038186.html
dgl-GNN-models-LGNN - Supervised Community Detection with Line Graph Neural Networks:
Graph Convolutional Networks 图卷积网络 https://www.jianshu.com/p/f09e6f11dd4c
dgl-GNN-models-RGCN - Modeling Relational Data with Graph Convolutional Networks:
论文《Modeling Relational Data with Graph Convolutional Networks》解读 https://blog.youkuaiyun.com/luoxuexiong/article/details/88998192
dgl-GNN-models-SSE - Learning Steady-States of Iterative Algorithms over Graphs:
综述
综述-第1组 Deep Learning on Graphs - A Survey:
图深度学习 Deep Learning on Graph https://blog.youkuaiyun.com/u011748542/article/details/86540001
综述-第2组 Graph Neural Networks - A Review of Methods and Applications:
《Graph Neural Networks: A Review of Methods and Applications》图网络综述 – 解析笔记 https://blog.youkuaiyun.com/qq_34361099/article/details/86772602
综述-第3组 Geometric Deep Learning - Going beyond Euclidean data:
《学习geometric deep learning笔记系列》第一篇,Non-Euclidean Structure Data之我见 https://blog.youkuaiyun.com/LoseInVain/article/details/88373506
《Geometric Deep Learning学习笔记》第二篇, 在Graph上定义卷积操作,图卷积网络 https://blog.youkuaiyun.com/LoseInVain/article/details/90171863
《Geometric Deep Learning学习笔记》第三篇,GCN的空间域理解,Message Passing以及其含义 https://blog.youkuaiyun.com/LoseInVain/article/details/90348807
综述-第4组 A Comprehensive Survey on Graph Neural Networks:
论文翻译-A Comprehensive Survey on Graph Neural Networks《图神经网络GNN综述》 https://blog.youkuaiyun.com/weixin_35479108/article/details/86308808#commentsedit
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