图神经网络国外论文汇总_图神经网络论文资源-CSDN文库

共37个文件

pdf：29个

ds_store：8个

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Graph Network论文.zip （37个子文件）

folder

Graph Network论文

3.2_GraphSAGE.pdf 1.34MB

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2.Graph Embedding

2.3_node2vec- Scalable Feature Learning for Networks.pdf 1.25MB

.DS_Store 6KB

2.4_struc2vec- Learning Node Representations from Structural Identity.pdf 3.4MB

2.2_LINE- Large-scale Information Network Embedding.pdf 1.49MB

2.5_SDNE-Structural Deep Network Embedding.pdf 1.39MB

2.1_deepwalk.pdf 3.18MB

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6～9.异构图

7.1_GTNGraph Transformer Networks.pdf 744KB

.DS_Store 6KB

8.1_metapath2vec.pdf 1.35MB

6.1_HAN_Heterogeneous Graph Attention Network.pdf 3.29MB

9.1_Representation Learning for Attributed Multiplex Heterogeneous Network.pdf 3.64MB

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18～19.超图

18.Hypergraph Neural Networks.pdf 897KB

.DS_Store 6KB

19.Dynamic Hypergraph Neural Networks.pdf 335KB

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10.二部图

10.BiNE- Bipartite Network Embedding.pdf 2.9MB

.DS_Store 6KB

.DS_Store 10KB

3.1_GCN.pdf 1.47MB

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14~17.动态图

14.Foundations and modelling of dynamic networks using Dynamic Graph Neural Networks- A survey.pdf 2.8MB

14.Representation Learning for Dynamic Graphs- A Survey.pdf 2.28MB

17.INDUCTIVE REPRESENTATION LEARNING ON TEMPORAL GRAPHS.pdf 1.62MB

.DS_Store 6KB

16.Streaming Graph Neural Networks.pdf 1.6MB

15.EvolveGCN- Evolving Graph Convolutional Networks for Dynamic Graphs.pdf 720KB

14.DySAT.pdf 545KB

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11~13符号图

11.Signed Graph Convolutional Network.pdf 964KB

.DS_Store 6KB

12.Signed Graph Attention Networks.pdf 1006KB

13.SDGNN- Learning Node Representation for Signed Directed Networks.pdf 742KB

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5.survey

.DS_Store 6KB

Graph_Survey1的副本.pdf 2.4MB

GN的副本.pdf 14.39MB

NLNN的副本.pdf 2.72MB

Deep Learning on Graphs- A Survey的副本.pdf 4.98MB

A Comprehensive Survey on Graph Neural Networks的副本.pdf 2MB

3.3_GAT.pdf 1.84MB

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南山悠然123

2022-12-28

资源值得借鉴的内容很多，那就浅学一下吧，值得下载！
qq_36530093

2022-09-28

怎么能有这么好的资源！只能用感激涕零来形容TAT...
InterestingAI

2023-01-10

感谢资源主的分享，很值得参考学习，资源价值较高，支持！

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