Xiao Huang - Data & Code

You are welcome to reference our papers as the source of datasets.

Attributed Network Embedding

    Attributed Network Embedding

  • Xiao Huang, Jundong Li, and Xia Hu, Accelerated Attributed Network Embedding, SDM, pages 633–641, 2017. (Slides)

    Code in MATLAB & Python, both for attributed network embedding and pure network embedding.

    Reference in BibTeX:
    @conference{Huang-etal17Accelerated,
    Author = {Xiao Huang and Jundong Li and Xia Hu},
    Booktitle = {SIAM International Conference on Data Mining},
    Pages = {633--641},
    Title = {Accelerated Attributed Network Embedding},
    Year = {2017}}
  • Xiao Huang, Jundong Li, and Xia Hu, Label Informed Attributed Network Embedding, WSDM, pages 731–739, 2017. (Slides)

    Code in MATLAB, both for supervised and unsupervised attributed network embedding.

    Reference in BibTeX:
    @conference{Huang-etal17Label,
    Author = {Xiao Huang and Jundong Li and Xia Hu},
    Booktitle = {ACM International Conference on Web Search and Data Mining},
    Pages = {731--739},
    Title = {Label Informed Attributed Network Embedding},
    Year = {2017}}
  • Datasets.

    BlogCatalog is undirected network with 5,196 nodes and 171,743 edges, associated with node attributes of dimension 8,189.
    Flickr is undirected network with 7,575 nodes and 239,738 edges, associated with node attributes of dimension 12,047.