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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 32 8

  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. MarkovGNN MarkovGNN Public

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

    Python 15 3

  4. Force2Vec Force2Vec Public

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

    Python 13 9

  5. DRPT DRPT Public

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

    C++ 3 1

  6. GNNfam GNNfam Public

    Sparsification and GraphSage on Biology data

    Python 2

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