Awesome

RobustTrainingGNN

Code for the paper "Robust Training of Graph Neural Networks via Noise Governance", WSDM 2023 link.

Train

bash example.sh 0 ##gpu_id

Acknowledgement

Part of our code is built based on NRGNN and GAug, thanks to their authors for the great works.

Cite

@inproceedings{qian2023robust,
author = {Qian, Siyi and Ying, Haochao and Hu, Renjun and Zhou, Jingbo and Chen, Jintai and Chen, Danny Z. and Wu, Jian},
title = {Robust Training of Graph Neural Networks via Noise Governance},
booktitle = {Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining},
year = {2023},
pages = {607–615},
publisher = {Association for Computing Machinery}
}