This repository contains the source code and datasets for the NeurIPS'24 paper "Beyond Redundancy: Information-aware Unsupervised Multiplex Graph Structure Learning".

Paper Link: https://arxiv.org/abs/2409.17386

The overall framework:

All the datasets can be downloaded from datasets link.

Place the 'data' folder from the downloaded files into the 'InfoMGF' directory.

python main.py -dataset acm

Here, "acm" can be replaced by "dblp", "yelp","mag".

@inproceedings{shen2024beyond,
  title={Beyond Redundancy: Information-aware Unsupervised Multiplex Graph Structure Learning},
  author={Shen, Zhixiang and Wang, Shuo and Kang, Zhao},
  booktitle={Advances in neural information processing systems},
  year={2024}
}