Negative-Free Self-Supervised Gaussian Embedding of Graphs

Official Implementation of Negative-Free Self-Supervised Gaussian Embedding of Graphs (Neural Networks 2024).

Dependencies

• dgl
• torch
• scikit-learn

Reproduction

Copy hyper-parameters from params.txt to main.py and run it.

Citation

If you find the code useful for your research, please consider citing our work:

@article{SSGE,
    title = {Negative-Free Self-Supervised Gaussian Embedding of Graphs},
    author = {Yunhui Liu and Tieke He and Tao Zheng and Jianhua Zhao},
    journal = {Neural Networks},
    year = {2024}
}