HipGraph: High-Performance Graph Analytics and Learning

DistEmbed

This repository contains the implementation of the Distributed Memory Algorithms Graph Analytics Applications In 1D Grid

DRPT

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

Force2Vec

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

FusedMM

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

GNNfam

Sparsification and GraphSage on Biology data

GNNShap

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

HydroLearn

iSpLib

Sparse Graph Learning Library

MarkovGNN

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

SpLib

A Sparse Matrix Library

HipGraph/FusedMM

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

HipGraph/GNNShap

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

HipGraph/MarkovGNN

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

HipGraph/Force2Vec

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

HipGraph/HydroLearn

HipGraph/iSpLib

Sparse Graph Learning Library

HipGraph/GNNfam

Sparsification and GraphSage on Biology data

HipGraph/DistEmbed

This repository contains the implementation of the Distributed Memory Algorithms Graph Analytics Applications In 1D Grid

HipGraph/DRPT

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

HipGraph/MMR-GNN

Official repository for "Multi-Modal Recurrent Graph Neural Networks for Spatiotemporal Forecasting" accepted by PAKDD 2024.

HipGraph/MMR-GNN_Dev

Pipeline for development of MMR-GNN including all experiments and analysis'

HipGraph/SpLib

A Sparse Matrix Library

HipGraph/torch

Additions to PyTorch Library

HipGraph/torch_geometric

Edits to the PyTorch Geometric Library