An implementation of the CIKM'23 paper: Homophily-enhanced Structure Learning for Graph Clustering.
- See requirements.txt and requirements-dev.txt for requirements.
- See install-dev.sh and install.sh for installation scripts.
# Install python>=3.8.
# Install dev requirements:
$ bash .ci/install-dev.sh
# Install requirements.
# Cuda defaults to 11.3. Change it if necessary.
$ bash .ci/install.sh# Activate the env, e.g., for linux run:
$ source .env/bin/activate
# Run HoLe:
$ python main.py --dataset Cora --gpu_id 0Please cite our paper if you use this code in your own work:
@inproceedings{gu2023homophily,
title={Homophily-enhanced Structure Learning for Graph Clustering},
author={Gu, Ming and Yang, Gaoming and Zhou, Sheng and Ma, Ning and Chen, Jiawei and Tan, Qiaoyu and Liu, Meihan and Bu, Jiajun},
booktitle={Proceedings of the 32nd ACM International Conference on Information and Knowledge Management},
pages={577--586},
year={2023}
}