Discover alexfanjn/H2GCN_PyG Open Source project

Stars
7
Rank 2,294,772 (Top 46 %)
Language
Python
License
MIT License
Created about 2 years ago
Updated almost 2 years ago

alexfanjn

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Reimplementation of NeurIPS 2020 paper "Beyond homophily in graph neural networks: Current limitations and effective designs" based on PyTorch and PyTorch Geometric (PyG).

Graph-Neural-Networks-With-Heterophily

This repository contains the resources on graph neural network (GNN) considering heterophily.

216

multi-objective-attack-power-grid

The relevant codes of our work "Revealing Structural and Functional Vulnerability of Power Grids to Cascading Failures".

Python

arXiv-daily-graphMining

A simple collection of arXiv daily graph mining-related papers for personal reading.

Python

FAGCN_PyG

Reimplementation of AAAI21 paper "Beyond Low-frequency Information in Graph Convolutional Networks" based on PyTorch and PyTorch Geometric (PyG).

Python

Cascading-failure-learning

The relevant data and codes of our ISCAS2022 work "Predicting Onset Time of Cascading Failure in Power Systems Using A Neural Network-based Classifier".

Python

GANI

The relevant codes for "GANI: Global Attacks on Graph Neural Networks via Imperceptible Node Injections".

Python

Impact-analysis-of-network-structures

The relevant data and codes of our ISCAS2023 work "Impact of Structure of Network Based Data on Performance of Graph Neural Networks".

Python

GeomGCN_PyG

Reimplementation of ICLR20 paper "Geom-GCN: Geometric Graph Convolutional Networks" based on PyTorch and PyTorch Geometric (PyG).

Python

UGCN_PyG

Reimplementation of NeurIPS 2021 paper "Universal Graph Convolutional Networks" based on PyTorch and PyTorch Geometric (PyG).

Python

alexfanjn/H2GCN_PyG

alexfanjn

Reviews

Repository Details

More Repositories