GEMS Lab: Graph Exploration & Mining at Scale, University of Michigan
Code repository for work by the GEMS Lab: https://gemslab.github.io/research/
- 52 followers
- Ann Arbor, MI
- https://gemslab.github.io/
- gemslab-github@umich.edu
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      -           H2GCN PublicBoost learning for GNNs from the graph structure under challenging heterophily settings. (NeurIPS'20) GemsLab/H2GCN’s past year of commit activity 
-           HeteLinkPred PublicGemsLab/HeteLinkPred’s past year of commit activity 
-           StrucEmbedding-GraphLibrary PublicThe 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 PublicGemsLab/CAPER’s past year of commit activity 
-           HeteRobust PublicHow 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 PublicSelect 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 PublicGemsLab/CPGNN’s past year of commit activity 
-           RefiNA PublicGemsLab/RefiNA’s past year of commit activity 
-           REGAL PublicRepresentation learning-based graph alignment based on implicit matrix factorization and structural embeddings GemsLab/REGAL’s past year of commit activity 
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