DeepInf

This is a PyTorch implementation of DeepInf for the task of predicting social influence, as described in our paper:

DeepInf: Social Influence Prediction with Deep Learning

The code is tested on PyTorch 0.4.0.

Datasets

Please download the peprocessed datasets from onedrive, dropbox, google drive, or baidu pan(with password 242g).

If you are interested in un-preprocessed data, please download them from the following links.

• Digg dataset
• Twitter dataset
• OAG dataset
• Weibo dataset

Promotional Video

The promotional video is available here

Cite

Please cite our paper if you use this code in your own work:

@inproceedings{qiu2018deepinf,
  title={DeepInf: Social Influence Prediction with Deep Learning},
  author={Qiu, Jiezhong and Tang, Jian and Ma, Hao and Dong, Yuxiao and Wang, Kuansan and Tang, Jie},
  booktitle={Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD’18)},
  year={2018}
}