googlebaba/StableGNN

StableGNN-Generalizing Graph Neural Networks on Out-Of-Distribution Graphs

StableGNN

StableGNN-Generalizing Graph Neural Networks on Out-Of-Distribution Graphs

Paper:https://arxiv.org/pdf/2111.10657.pdf

Connection

Shaohua Fan: fanshaohua@bupt.cn

Note that

If you want to use stableGNN on other non-molecule datasets, replace

StableGNN/nets/superpixels_graph_classification/diffpool_net.py

Line 176 in c7ca1a3

h = self.atom_encoder(h.long())

with h= self.embedding_h(h)

And finetune lrbl in .sh may get better results.