Skip to content
@GemsLab

GEMS Lab: Graph Exploration & Mining at Scale, University of Michigan

Code repository for work by the GEMS Lab: https://gemslab.github.io/research/

Pinned

  1. REGAL Public

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

    Python 69 14

  2. VoG_Graph_Summarization Public

    Summarization of static graphs using the Minimum Description Length principle

    Python 25 16

  3. MultiLENS Public

    Framework for latent network summarization: bridging network embedding and summarization

    Python 11 2

  4. KGist Public

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

    Python 17 6

  5. GroupINN Public

    GNN with summarization/grouping layer for speed and interpretability

    Python 10 4

  6. MCbook_Individual-Collective_GraphMining Public

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

    15 8

Repositories

  • StrucEmbedding-GraphLibrary Public

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

    Python 9 1 1 2 Updated Jan 13, 2022
  • LinkWaldo Public

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

    Python 3 0 0 0 Updated Oct 20, 2021
  • CPGNN Public
    Python 11 1 0 0 Updated Oct 10, 2021
  • H2GCN Public

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

    Python 47 9 1 0 Updated Oct 10, 2021
  • RefiNA Public
    Python 0 MIT 0 0 0 Updated Jun 2, 2021
  • REGAL Public

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

    Python 69 MIT 14 7 0 Updated Mar 30, 2021
  • PhUSION Public
    Python 1 1 0 0 Updated Mar 3, 2021
  • GroupINN Public

    GNN with summarization/grouping layer for speed and interpretability

    Python 10 4 0 1 Updated Feb 21, 2021
  • CONE-Align Public

    Network alignment using proximity-preserving node embedding and subspace alignment

    Python 0 2 1 0 Updated Jan 4, 2021
  • PENminer Public

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

    Python 6 3 0 0 Updated Aug 26, 2020
View all repositories

Top languages

Python