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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 152 18

  2. GraphMaker GraphMaker Public

    code for the paper "GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?"

    Python 47 6

  3. PEG PEG Public

    Python 34 8

  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 33 4

  5. GAD-NR GAD-NR Public

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

    Jupyter Notebook 30 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 26 5

Repositories

Showing 10 of 36 repositories
  • xgdl Public

    Explainability Library with Geometric Deep Learning for Scientific Tasks

    Graph-COM/xgdl’s past year of commit activity
    Python 2 MIT 1 0 0 Updated Jul 10, 2024
  • HEPT Public

    [ICML'24 Oral] LSH-Based Efficient Point Transformer (HEPT)

    Graph-COM/HEPT’s past year of commit activity
    Python 11 MIT 5 0 0 Updated Jul 8, 2024
  • LayerDAG Public

    code for the paper "LayerDAG: A Layerwise Autoregressive Diffusion Model of Directed Acyclic Graphs"

    Graph-COM/LayerDAG’s past year of commit activity
    Python 2 Apache-2.0 0 0 0 Updated Jun 29, 2024
  • Pair-Align Public

    [ICML 2024] Code for Pairwise Alignment Improves Graph Domain Adaptation (Pair-Align)

    Graph-COM/Pair-Align’s past year of commit activity
    Python 9 MIT 0 0 0 Updated Jun 15, 2024
  • Benchmark_for_DGRL_in_Hardwares Public

    The official implementation of `A benchmark for Directed Graph Representation Learning in Hardware Designs'

    Graph-COM/Benchmark_for_DGRL_in_Hardwares’s past year of commit activity
    Python 1 CC-BY-4.0 0 0 0 Updated Jun 13, 2024
  • GSSC Public

    [Preprint] Graph State Space Convolution (GSSC)

    Graph-COM/GSSC’s past year of commit activity
    Python 4 0 0 0 Updated Jun 11, 2024
  • 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 11 MIT 1 0 0 Updated Jun 2, 2024
  • Graph-COM/Multi-q-Maglap’s past year of commit activity
    Python 2 0 0 0 Updated May 28, 2024
  • NLB Public

    "No Need to Look Back: An Efficient and Scalable Approach for Temporal Network Representation Learning" by Yuhong Luo and Pan Li

    Graph-COM/NLB’s past year of commit activity
    Python 4 MIT 0 0 0 Updated May 21, 2024
  • SPE Public

    Official code for SPE

    Graph-COM/SPE’s past year of commit activity
    Python 9 0 1 0 Updated Apr 26, 2024

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