/SkipNode

Source code for SkipNode

Primary LanguagePythonMIT LicenseMIT

SkipNode: On Alleviating Performance Degeneration for Deep Graph Convolutional Networks

Installation

pip install -r reqyirements.txt

Usage

python main.py --use_param --strategy {SkipNode, DropEdge, ..., None} --skip_node_type {u,b} --model {GCN, GAT, ...} --dataset {cora, citeseer, pubmed}

Citation

@article{lu2021skipnode,
  title={SkipNode: On Alleviating Performance Degradation for Deep Graph Convolutional Networks},
  author={Lu, Weigang and Zhan, Yibing and Lin, Binbin and Guan, Ziyu and Liu, Liu and Yu, Baosheng and Zhao, Wei and Yang, Yaming and Tao, Dacheng},
  journal={arXiv preprint arXiv:2112.11628},
  year={2021}
}