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@HipGraph

HipGraph: High-Performance Graph Analytics and Learning

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  1. GNNShap GNNShap Public

    [The Web Conference 2024] GNNShap: Scalable and Accurate GNN Explanation using Shapley Values

    Python 45 10

  2. FusedMM FusedMM Public

    Implementation of FusedMM method for IPDPS 2021 paper titled "FusedMM: A Unified SDDMM-SpMM Kernel for Graph Embedding and Graph Neural Networks"

    C 31 5

  3. Force2Vec Force2Vec Public

    Implementation of Force2Vec method for ICDM 2020 paper titled "Force2Vec: Parallel force-directed graph embedding"

    Python 14 9

  4. MarkovGNN MarkovGNN Public

    PyTorch-Geometric Implementation of MarkovGNN method published in Graph Learning@WWW 2022 titled "MarkovGNN: Graph Neural Networks on Markov Diffusion"

    Python 14 3

  5. DRPT DRPT Public

    This repository contains the implementation of Distributed Memory Algorithms to Construct K- Nearest Neighbor Graphs

    C++ 4 1

  6. GNNfam GNNfam Public

    Sparsification and GraphSage on Biology data

    Python 2

Repositories

Showing 10 of 21 repositories
  • ExplainableGraphSparsification Public

    WWW '26 - Explainable Graph Sparsification with Shapley Values

    HipGraph/ExplainableGraphSparsification's past year of commit activity
    Python 0 GPL-3.0 0 0 0 Updated Apr 19, 2026
  • DistShap Public

    Scalable GNN Explanations with Distributed Shapley Values

    HipGraph/DistShap's past year of commit activity
    Python 0 GPL-3.0 1 0 0 Updated Apr 13, 2026
  • DDP_demo Public
    HipGraph/DDP_demo's past year of commit activity
    Python 0 1 0 0 Updated Oct 8, 2025
  • HipPerm Public
    HipGraph/HipPerm's past year of commit activity
    C++ 0 0 0 0 Updated Oct 4, 2025
  • hipgraph.github.io Public

    Lab Website

    HipGraph/hipgraph.github.io's past year of commit activity
    HTML 0 MIT 0 0 0 Updated Aug 14, 2025
  • SpTransX Public
    HipGraph/SpTransX's past year of commit activity
    Prolog 1 0 1 0 Updated May 1, 2025
  • DistViz Public
    HipGraph/DistViz's past year of commit activity
    C++ 0 1 0 0 Updated Apr 17, 2025
  • DistGraph Public

    Implementation of the 1.5 D Distributed Memory Algorithms for Sparse Matrix Operations (SpMM, SDDMM, FusedMM, SpGEMM) for High Dimensional Data Embedding and Machine Learning Kernels

    HipGraph/DistGraph's past year of commit activity
    C++ 1 2 0 0 Updated Apr 15, 2025
  • FastGraph Public

    A Sparse Matrix Library

    HipGraph/FastGraph's past year of commit activity
    C++ 0 0 1 0 Updated Nov 1, 2024
  • iSpLib Public

    Sparse Graph Learning Library

    HipGraph/iSpLib's past year of commit activity
    Python 2 MIT 0 0 0 Updated Oct 25, 2024

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