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Hi
as I understood, the only option for node-based explanation is to choose a subgraph with the same k-hop with the original model. is it possible to choose the k-hop of GNNExplainer arbitrarily? I b…
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I have to learn similarity between graphs using deep learning. I have many samples (~500k) of graphs. Graphs have ~5000 nodes and ~4000 edges in the average.
How can I compute similarity score betw…
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Hello! Thanks for your excellent work!
I have a question about your calculation of outer loss on validation set.
Under the standard split, the validation set for cora, citeseer and pubmed is several…
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Hello there,
May I ask a question about the Shapley value calculation, especially the following line of code `set_exclude_mask = np.ones(num_nodes)`?
https://github.com/divelab/DIG/blob/1c3dd70d…
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Dear author, I appreciate this job very much !!!
I would like to ask why using ROC_AUC in code but PR_AUC in paper?
Another question is how to calculate Rec@Prec=.95, as shown in your paper?
Thank …
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https://github.com/snap-stanford/ogb/blob/f5534d99703ab549ae4f7279f2002c6cc79041dc/examples/linkproppred/vessel/gnn.py#L139
I found that the predictor is not set to `predictor.eval()` in the test f…
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Hi @JesusPinedaC ,
Thank you for solving my last question!
I am currently struggled by another issue in the MAGIK colab notebook, I am not sure if this is because the GPU is not enough to proc…
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Hello! Your work is excellent and helpful for me!
My research subject is Drug-Drug interaction prediction, which is a relation prediction problem. Your work have achieves great performance in (h, r,…
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this algorithm is a mix of gnn and lpa
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I have used your source code to build some BDE prediction. But it is cost too long. The main reason we believed is that you should make some additional import by local method only to boost up loading …