Junyuan Fang (alexfanjn)

alexfanjn

Geek Repo

Company:City University of Hong Kong

Location:Hong Kong SAR

Home Page:https://alexfanjn.github.io/

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Junyuan Fang's repositories

Graph-Neural-Networks-With-Heterophily

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

multi-objective-attack-power-grid

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

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arXiv-daily-graphMining

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

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FAGCN_PyG

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

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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".

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GANI

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

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H2GCN_PyG

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

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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".

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GeomGCN_PyG

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

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MOEA-Net-HL

The relevant codes of our work "Enhancing Robustness and Transmission Performance of Heterogeneous Complex Networks via Multi-Objective Optimization".

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UGCN_PyG

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

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alexfanjn

Config files for my GitHub profile.

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alexfanjn.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

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Graph-Neural-Network-Learning

a simple implementation of GNN models

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hello-world

personal

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library

图书馆后台管理系统v1.0

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NLGNN_PyG

Reimplementation of TPAMI 2022 paper "Non-Local Graph Neural Networks" based on PyTorch and PyTorch Geometric (PyG).

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