Source code of the paper: Higher-Order Information Matters: A Representation Learning Approach for Social Bot Detection
git clone https://github.com/FDUDataNET/HyperScan.git
cd HyperScan/MGTABFor pip users, please type the command pip install -r requirements.txt.
We take the MGTAB dataset as an example. Please replace the corresponding data path for other social bot datasets.
python train.py
If you find this repo useful and would like to cite it, citing our paper as the following will be really appropriate:
@inproceedings{gao2025hi,
title={Higher-Order Information Matters: A Representation Learning Approach for Social Bot Detection},
author={Gao, Min and Duan, Qiang and Liu, Boen and Xiao, Yu and Wang, Xin and Chen, Yang},
booktitle={Proceedings of the 34th ACM International Conference on Information and Knowledge Management (CIKM’25)},
year={2025},
pages = {675–685}
}