YingtongDou / CARE-GNN

Code for CIKM 2020 paper Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters

Home Page:https://arxiv.org/abs/2008.08692

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Question about CARE-Weight Relation weight normalization

SongRb opened this issue · comments

It seems that the softmax function is applied in embed_size dimension, not the relation dimension.

w = F.softmax(alpha, dim=0)

Hi,

Thanks for finding this issue! I will update the code later.

With the new softmax, the CARE-weight will have better performance, and the relation weight values are more reasonable.

If you find any other interesting issues, please feel free to point it out. I appreciate it a lot!