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Heterogeneous Information Network (HIN) Embedding

  • (CIKM 2017) MVE
    An Attention-based Collaboration Framework for Multi-View Network Representation Learning [PDF] [Code]

  • (SDM 2018) AspEm
    AspEm: Embedding Learning by Aspects in Heterogeneous Information Networks [PDF] [Code]

  • (KDD 2018) HEER
    Easing Embedding Learning by Comprehensive Transcription of Heterogeneous Information Networks [PDF] [Code]

  • (ICDM 2018) HINSE
    Meta-Graph Based HIN Spectral Embedding: Methods, Analyses, and Insights [PDF] [Code]

  • (AAAI 2019) DMGI
    Unsupervised Attributed Multiplex Network Embedding [PDF] [Code]

  • (TKDE 2020) HNE
    Heterogeneous Network Representation Learning: A Unified Framework with Survey and Benchmark [PDF] [Code]

  • (Other models) ESim
    Meta-Path Guided Embedding for Similarity Search in Large-Scale Heterogeneous Information Networks [PDF] [Code]