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H2GCN
Boost learning for GNNs from the graph structure under challenging heterophily settings. (NeurIPS'20)REGAL
Representation learning-based graph alignment based on implicit matrix factorization and structural embeddingsKGist
Knowledge Graph summarization for anomaly/error detection & completion (WebConf '20)VoG_Graph_Summarization
Summarization of static graphs using the Minimum Description Length principleCPGNN
MCbook_Individual-Collective_GraphMining
Slides and code for the Morgan Claypool book on "Individual and Collective Graph Mining: Principles, Algorithms and Applications"StrucEmbedding-GraphLibrary
The SEMB library is an easy-to-use tool for getting and evaluating structural node embeddings in graphs.GroupINN
GNN with summarization/grouping layer for speed and interpretabilityHeteRobust
How does Heterophily Impact the Robustness of Graph Neural Networks? Theoretical Connections and Practical Implications (KDD'22)GLIMPSE-personalized-KGsummarization
Personalized knowledge graph summarization based on historical queriesRGM
Fast embedding-based graph classification with connections to kernelsMultiLENS
Framework for latent network summarization: bridging network embedding and summarizationPENminer
Measuring the persistence of activity snippets in evolving networks (KDD '20)CAPER
LinkWaldo
Select a set of pairs to check in link prediction from the vast, sparse space of possible pairsnode2bits
Compact time- and attribute-aware node representationsEMBER
Node embedding for directed, weighted networksCONE-Align
Network alignment using proximity-preserving node embedding and subspace alignmentGCLAugmentations-BestPractices
PhUSION
RefiNA
HashAlign
Hashing-based network alignment based on structural featuresLove Open Source and this site? Check out how you can help us