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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 167 22

  2. SubgraphRAG SubgraphRAG Public

    [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

    Python 66 8

  3. GraphMaker GraphMaker Public

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

    Python 56 7

  4. ED-HNN ED-HNN Public

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

    Python 45 6

  5. GAD-NR GAD-NR Public

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

    Jupyter Notebook 42 2

  6. PEG PEG Public

    Python 39 7

Repositories

Showing 10 of 42 repositories
  • SUREL_Plus Public

    [VLDB'23] SUREL+ is a novel set-based computation framework for scalable subgraph-based graph representation learning.

    Graph-COM/SUREL_Plus’s past year of commit activity
    C 17 BSD-2-Clause 1 0 0 Updated Apr 10, 2025
  • SUREL Public

    [VLDB'22] SUREL is a novel walk-based computation framework for efficient subgraph-based graph representation learning.

    Graph-COM/SUREL’s past year of commit activity
    C 19 BSD-2-Clause 4 2 0 Updated Apr 10, 2025
  • GraphMaker Public

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

    Graph-COM/GraphMaker’s past year of commit activity
    Python 56 MIT 7 1 0 Updated Apr 1, 2025
  • DP_GraphDiffusion Public Forked from Jesson-Wei/DP_GraphDiffusion
    Graph-COM/DP_GraphDiffusion’s past year of commit activity
    Python 0 MIT 1 0 0 Updated Feb 18, 2025
  • LLM_BP Public
    Graph-COM/LLM_BP’s past year of commit activity
    Python 6 0 0 0 Updated Feb 18, 2025
  • SubgraphRAG Public

    [ICLR 2025] 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 66 MIT 8 0 0 Updated Jan 27, 2025
  • LayerDAG Public

    [ICLR 2025 Spotlight] LayerDAG: A Layerwise Autoregressive Diffusion Model of Directed Acyclic Graphs

    Graph-COM/LayerDAG’s past year of commit activity
    Python 16 Apache-2.0 1 0 0 Updated Jan 26, 2025
  • HEPT Public

    [ICML 2024 Oral] LSH-Based Efficient Point Transformer (HEPT)

    Graph-COM/HEPT’s past year of commit activity
    Python 19 MIT 7 1 0 Updated Jan 24, 2025
  • GESS Public

    Code for GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts

    Graph-COM/GESS’s past year of commit activity
    Python 16 MIT 1 0 0 Updated Dec 28, 2024
  • 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 42 2 4 0 Updated Nov 22, 2024
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