gemsec topic

A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).

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A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).

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A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).

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A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).

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An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)

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The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

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A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

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The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)

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