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DySL

Dynamic graph datasets

Dataset Node Edge Attribute Heter Time-span Label Source
bitcoin-Alpha 3,777 24,173 - - 136 - EvolveGCN AAAI20
MovieLens-10M 20,537 43,760 - - 13 - DySAT WSDM20
Higgs Twitter 456,626 14,855,842 - edge 7 Days - SNAP standford
PPI 16,458 144,033 - - 37 - tNodeEmbedding IJCAI19
yelp 6569 7542 - - 6 Days - DySAT WSDM20
Enron 143 1707 - - 2 Years - DySAT WSDM20

2023.12.30 update: Finished preprocessing raw data into same format, npz format with multigraph, initially dividing the multigraphs into 10 respective ones due to the datetime. Can be read with readnpz.py

2024.01.02 update: Implemented fast SIS diffusion on dynamic graph and preprocessed some data.

Voting Ensembling:

Soft Voting(First Attempt)

Sequential Model Stacking:

Meta Learning

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