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caper

cone-align

Network alignment using proximity-preserving node embedding and subspace alignment

cpgnn

ember

Node embedding for directed, weighted networks

gclaugmentations-bestpractices

glimpse-personalized-kgsummarization

Personalized knowledge graph summarization based on historical queries

groupinn

GNN with summarization/grouping layer for speed and interpretability

h2gcn

Boost learning for GNNs from the graph structure under challenging heterophily settings. (NeurIPS'20)

hashalign

Hashing-based network alignment based on structural features

hashing-based-network-discovery

Hashing-based network discovery from time series

heterobust

How does Heterophily Impact the Robustness of Graph Neural Networks? Theoretical Connections and Practical Implications (KDD'22)

kgist

Knowledge Graph summarization for anomaly/error detection & completion (WebConf '20)

linkwaldo

Select a set of pairs to check in link prediction from the vast, sparse space of possible pairs

mcbook_individual-collective_graphmining

Slides and code for the Morgan Claypool book on "Individual and Collective Graph Mining: Principles, Algorithms and Applications"

multilens

Framework for latent network summarization: bridging network embedding and summarization

network-data-career-transitions

Network datasets of post-PhD career transitions and trajectories in computing research

node2bits

Compact time- and attribute-aware node representations

penminer

Measuring the persistence of activity snippets in evolving networks (KDD '20)

phusion

refina

regal

Representation learning-based graph alignment based on implicit matrix factorization and structural embeddings

rgm

Fast embedding-based graph classification with connections to kernels

strucembedding-graphlibrary

The SEMB library is an easy-to-use tool for getting and evaluating structural node embeddings in graphs.

vog_graph_summarization

Summarization of static graphs using the Minimum Description Length principle