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DistDGL does not allow two graphs for inference. In link prediction this will create problem of either not correct evaluation if testing edges are included in the graph or a lot of custom code to do i…
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there are too many papers to push them all in each category.
in this thread, we post papers that could be presented in the scientific-paper task.
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We list potential ideas for collaborating with Circles using GNNs below:
- Link prediction in Circles graph --> Recommendation of friends
- Node classification in Circles graph --> Classifying fra…
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### GAT link prediction on unseen nodes
*Hi! I am trying to implement link prediction based on GAT and predict unseen nodes (Inductive learning). While I can successfully run a link prediction usin…
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Thanks for sharing the code!
Do you evaluate the performance of KE-GCN on the link prediction task? As far as I know, link prediction is the standard evaluation task for KGE models and many baselin…
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Hello!
I was searching for a citation for this package but didn't see one linked to the README. Would this be the corresponding article?
Chechile, R. A., & Barch Jr, D. H. (2022). A distribution…
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I run the command python eval.py --config configs/eval.yaml --verbose
then trigger assertion
![image](https://github.com/user-attachments/assets/c0ee510c-499e-4e6c-a79f-590807968d07)
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I was able to run the node classification on all datasets, unfortunately the link prediction experiment always throws an exception, I've tried changing the configurations but no luck, below is the err…