GEMS Lab: Graph Exploration & Mining at Scale, University of Michigan
Code repository for work by the GEMS Lab: https://gemslab.github.io/research/
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- Ann Arbor, MI
- https://gemslab.github.io/
- gemslab-github@umich.edu
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- H2GCN Public
Boost learning for GNNs from the graph structure under challenging heterophily settings. (NeurIPS'20)
GemsLab/H2GCN’s past year of commit activity - HeteLinkPred Public
GemsLab/HeteLinkPred’s past year of commit activity - StrucEmbedding-GraphLibrary Public
The SEMB library is an easy-to-use tool for getting and evaluating structural node embeddings in graphs.
GemsLab/StrucEmbedding-GraphLibrary’s past year of commit activity - CAPER Public
GemsLab/CAPER’s past year of commit activity - HeteRobust Public
How does Heterophily Impact the Robustness of Graph Neural Networks? Theoretical Connections and Practical Implications (KDD'22)
GemsLab/HeteRobust’s past year of commit activity - LinkWaldo Public
Select a set of pairs to check in link prediction from the vast, sparse space of possible pairs
GemsLab/LinkWaldo’s past year of commit activity - CPGNN Public
GemsLab/CPGNN’s past year of commit activity - RefiNA Public
GemsLab/RefiNA’s past year of commit activity - REGAL Public
Representation learning-based graph alignment based on implicit matrix factorization and structural embeddings
GemsLab/REGAL’s past year of commit activity
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