图神经网络7日打卡营_论文汇总
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打卡营就要结营了,然而我相信大家对于图相关知识的学习还只是刚刚开始。
后续的复习与深入思考离不开论文的研读,所以这里我把自己总结的论文地址和大家分享一下。
- GNN
A Comprehensive Survey on Graph Neural Networks
https://arxiv.org/abs/1901.00596
1901.00596.pdf
- DeepWalk
DeepWalk: Online Learning of Social Representations
https://arxiv.org/abs/1403.6652
- node2vec
node2vec: Scalable Feature Learning for Networks
https://arxiv.org/abs/1607.00653
- metapath2vec
MetaGraph2Vec: Complex Semantic Path Augmented Heterogeneous Network Embedding
https://arxiv.org/pdf/1803.02533.pdf
- GCN
Semi-Supervised Classification with Graph Convolutional Networks
https://arxiv.org/abs/1609.02907
- GAT
Graph Attention Networks
https://arxiv.org/abs/1710.10903
为了方便小伙伴们下载,以上论文以数据集形式上传到了AiStudio。链接如下:
https://aistudio.baidu.com/aistudio/datasetdetail/62677
大家一起加油!
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太棒了吧!
一起来爬Paper吧~
我觉得不止啊???
刚入门的我,目前射程有限。
以后也许会慢慢迭代~
刚入门就学这么多了!
多谢分享。
走马观花[捂脸]