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Junyuan Fang's Projects

alexfanjn.github.io icon alexfanjn.github.io

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

cascading-failure-learning icon 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".

fagcn_pyg icon fagcn_pyg

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

gani icon gani

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

geomgcn_pyg icon geomgcn_pyg

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

h2gcn_pyg icon 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).

moea-net-hl icon moea-net-hl

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

nlgnn_pyg icon nlgnn_pyg

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

ugcn_pyg icon ugcn_pyg

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

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