HipGraph: High-Performance Graph Analytics and Learning

HipGraph: High-Performance Graph Analytics and Learning 's repositories

FusedMM

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

Language:C26 40

MarkovGNN

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

Language:Python13 20

Force2Vec

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

Language:Python12 40

GNNShap

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

Language:PythonGPL-3.010 2 1

HydroLearn

Language:PythonMIT2 10

iSpLib

Sparse Graph Learning Library

Language:PythonMIT2 30

GNNfam

Sparsification and GraphSage on Biology data

Language:Python1 40

DRPT

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

Language:C++Apache-2.0000

MMR-GNN

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

Language:PythonMIT000

MMR-GNN_Dev

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

MIT000

SpLib

A Sparse Matrix Library

Language:C++03 1

DistEmbed

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

Language:C++000