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    21 repositories

    • ExplainableGraphSparsification

      Public
      WWW '26 - Explainable Graph Sparsification with Shapley Values
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Apr 19, 2026Apr 19, 2026

    • DistShap

      Public
      Scalable GNN Explanations with Distributed Shapley Values
      Python
      •
      GNU General Public License v3.0
      •1•0•0•0•Updated Apr 13, 2026Apr 13, 2026

    • DDP_demo

      Public
      Python
      •1•0•0•0•Updated Oct 8, 2025Oct 8, 2025

    • HipPerm

      Public
      C++
      •0•0•0•0•Updated Oct 4, 2025Oct 4, 2025

    • hipgraph.github.io

      Public
      Lab Website
      HTML
      •
      MIT License
      •0•0•0•0•Updated Aug 14, 2025Aug 14, 2025

    • SpTransX

      Public
      Prolog
      •0•1•1•0•Updated May 1, 2025May 1, 2025

    • DistViz

      Public
      C++
      •1•0•0•0•Updated Apr 17, 2025Apr 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 …
      C++
      •1•1•0•0•Updated Apr 15, 2025Apr 15, 2025

    • FastGraph

      Public
      A Sparse Matrix Library
      C++
      •0•0•1•0•Updated Nov 1, 2024Nov 1, 2024

    • iSpLib

      Public
      Sparse Graph Learning Library
      Python
      •
      MIT License
      •0•2•0•0•Updated Oct 25, 2024Oct 25, 2024

    • MMR-GNN_Dev

      Public
      Pipeline for development of MMR-GNN including all experiments and analyses
      Python
      •
      MIT License
      •0•0•0•0•Updated Jun 26, 2024Jun 26, 2024

    • torch_geometric

      Public
      Edits to the PyTorch Geometric Library
      Python
      •0•0•0•0•Updated Jun 15, 2024Jun 15, 2024

    • torch

      Public
      Additions to PyTorch Library
      Python
      •0•0•0•0•Updated Jun 15, 2024Jun 15, 2024

    • MMR-GNN

      Public
      Official repository for "Multi-Modal Recurrent Graph Neural Networks for Spatiotemporal Forecasting" accepted by PAKDD 2024.
      Python
      •
      MIT License
      •0•1•0•0•Updated Jun 13, 2024Jun 13, 2024

    • GNNShap

      Public
      [The Web Conference 2024] GNNShap: Scalable and Accurate GNN Explanation using Shapley Values
      Python
      •
      GNU General Public License v3.0
      •10•43•0•0•Updated Mar 5, 2024Mar 5, 2024

    • DRPT

      Public
      This repository contains the implementation of Distributed Memory Algorithms to Construct K- Nearest Neighbor Graphs
      C++
      •
      Apache License 2.0
      •1•4•0•0•Updated Nov 17, 2023Nov 17, 2023

    • HydroLearn

      Public
      Python
      •
      MIT License
      •2•2•0•0•Updated Jul 27, 2023Jul 27, 2023

    • FusedMM

      Public
      Implementation of FusedMM method for IPDPS 2021 paper titled "FusedMM: A Unified SDDMM-SpMM Kernel for Graph Embedding and Graph Neural Networks"
      graph-visualizationgraph-mininggraph-machine-learning
      graph-visualizationgraph-mininggraph-machine-learningshared-memory-parallelgraph-embeddinggraph-neural-netowrksgeneral-purpose-libraryfused-kernelgraph-learning-kernel
      C
      •5•31•0•0•Updated Aug 12, 2022Aug 12, 2022

    • Force2Vec

      Public
      Implementation of Force2Vec method for ICDM 2020 paper titled "Force2Vec: Parallel force-directed graph embedding"
      graph-visualizationnetwork-embeddinglink-prediction
      graph-visualizationnetwork-embeddinglink-predictiongraph-clusteringgraph-embeddingnode-classificationgraph-representation-learningscalable-graph-embedding
      Python
      •9•14•0•0•Updated May 30, 2022May 30, 2022

    • MarkovGNN

      Public
      PyTorch-Geometric Implementation of MarkovGNN method published in Graph Learning@WWW 2022 titled "MarkovGNN: Graph Neural Networks on Markov Diffusion"
      node-classificationgraph-learninggraph-neural-networks
      node-classificationgraph-learninggraph-neural-networksgraph-representation-learning
      Python
      •3•13•0•0•Updated Feb 8, 2022Feb 8, 2022

    • GNNfam

      Public
      Sparsification and GraphSage on Biology data
      Python
      •0•2•0•0•Updated May 28, 2021May 28, 2021
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