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Difference Residual Graph Neural Networks

This repository contains a PyTorch implementation of "Difference Residual Graph Neural Networks".

Runtime Environment

  • CUDA=11.1
conda env create -f environment.yml

Run All Benchmarks

cd scripts
chmod 744 run_all.sh
./run_all.sh

Citation

@article{yangMM2022drc,
  title = {Difference Residual Graph Neural Networks},
  author = {Liang Yang, Weihang Peng and Wenmiao Zhou, Bingxin Niu and Junhua Gu, Chuan Wang and Yuanfang Guo, Dongxiao He and Xiaochun Cao},
  year = {2022},
  booktitle = {{MM} '22: The {ACM} MULTIMEDIA Conference 2022},
}

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A pytorch implementation of "Difference Residual Graph Neural Networks".

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