The source code of "Few-shot node classification on attributed networks with graph meta-learning"
cd Meta-GPS
python train_gps.py --dataset [dataset]
Our extension work can be found here.
If you find our work can help your research, please cite our work!
@inproceedings{liu2022few,
title={Few-shot node classification on attributed networks with graph meta-learning},
author={Liu, Yonghao and Li, Mengyu and Li, Ximing and Giunchiglia, Fausto and Feng, Xiaoyue and Guan, Renchu},
booktitle={Proceedings of the 45th international ACM SIGIR Conference on Research and Development in Information Retrieval},
pages={471--481},
year={2022}
}
@inproceedings{liu2024enhance,
title={Meta-GPS++: Enhancing Graph Meta-Learning with Contrastive Learning and Self-Training},
author={Liu, Yonghao and Li, Mengyu and Li, Ximing and Huang, Lan and Giunchiglia, Fausto and Liang, Yanchun and Feng, Xiaoyue and Guan, Renchu},
booktitle={ACM Transactions on Knowledge Discovery from Data},
pages={471--481},
year={2024}
}