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Graph-COM

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  1. GSAT GSAT Public

    [ICML 2022] Graph Stochastic Attention (GSAT) for interpretable and generalizable graph learning.

    Jupyter Notebook 163 23

  2. GraphMaker GraphMaker Public

    [TMLR] GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?

    Python 54 6

  3. ED-HNN ED-HNN Public

    [ICLR 2023] "Equivariant Hypergraph Diffusion Neural Operators" by Peihao Wang, Shenghao Yang, Yunyu Liu, Zhangyang Wang, Pan Li

    Python 39 5

  4. PEG PEG Public

    Python 38 8

  5. GAD-NR GAD-NR Public

    [WSDM 2024] GAD-NR : Graph Anomaly Detection via Neighborhood Reconstruction

    Jupyter Notebook 38 2

  6. Neighborhood-Aware-Temporal-Network Neighborhood-Aware-Temporal-Network Public

    Yuhong Luo and Pan Li. Neighborhood-aware scalable temporal network representation learning. In Learning on Graphs, 2022.

    Python 27 4

Repositories

Showing 10 of 40 repositories
  • GAD-NR Public

    [WSDM 2024] GAD-NR : Graph Anomaly Detection via Neighborhood Reconstruction

    Graph-COM/GAD-NR’s past year of commit activity
    Jupyter Notebook 38 2 4 0 Updated Nov 22, 2024
  • SubgraphRAG Public

    Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

    Graph-COM/SubgraphRAG’s past year of commit activity
    Python 22 MIT 4 0 0 Updated Nov 20, 2024
  • LayerDAG Public

    LayerDAG: A Layerwise Autoregressive Diffusion Model of Directed Acyclic Graphs

    Graph-COM/LayerDAG’s past year of commit activity
    Python 9 Apache-2.0 0 0 0 Updated Nov 9, 2024
  • SGD_unlearning Public
    Graph-COM/SGD_unlearning’s past year of commit activity
    Jupyter Notebook 3 0 0 0 Updated Oct 26, 2024
  • xgdl Public

    Explainability Library with Geometric Deep Learning for Scientific Tasks

    Graph-COM/xgdl’s past year of commit activity
    Python 4 MIT 1 0 0 Updated Oct 26, 2024
  • PvGaLM Public

    PvGaLM is a novel privacy-preserving pipeline for relational learning.

    Graph-COM/PvGaLM’s past year of commit activity
    Python 3 Apache-2.0 0 0 0 Updated Oct 15, 2024
  • Langevin_unlearning Public
    Graph-COM/Langevin_unlearning’s past year of commit activity
    Jupyter Notebook 3 0 0 0 Updated Oct 12, 2024
  • GAD-EBM Public

    [NeurIPS 2023 : GLFRONTIERS Workshop] GAD-EBM : Graph Anomaly Detection using Energy-Based Models

    Graph-COM/GAD-EBM’s past year of commit activity
    Jupyter Notebook 4 0 0 0 Updated Sep 15, 2024
  • SPE Public

    Official code for SPE

    Graph-COM/SPE’s past year of commit activity
    Python 11 0 1 0 Updated Sep 15, 2024
  • GraphMaker Public

    [TMLR] GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?

    Graph-COM/GraphMaker’s past year of commit activity
    Python 54 MIT 6 0 0 Updated Sep 12, 2024
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