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jingweio / LGD-GCN

[TNNLS 2022] Code for "Learning Disentangled Graph Convolutional Networks Locally and Globally"
https://doi.org/10.1109/TNNLS.2022.3195336
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global view #2

Open iceabing opened 4 months ago

iceabing commented 4 months ago

师兄您的这篇论文没有很看懂，这个是怎么从global view获取信息的

jingweio commented 4 months ago

Thanks for ur attention to our work~

Regarding the incorporation of global information by our proposed LGD method, it is achieved through two main steps: 1) global statistical modeling with mixure guassian distribution 2) global message passing based on multiple latent graphs

Fig. 3 in our paper also provides an intuitive explanation of these processes.