If you have any questions, feel free to ask! :)
To ensure the correctness of the experimental results, please run FCN in FuxiCTR==2.0.1.
This model was formerly known as DCNv3: Towards Next Generation Deep Cross Network for CTR Prediction
A new version of the paper and code update will be available soon...
python>=3.6
pytorch>=1.10
fuxictr==2.0.1
PyYAML
pandas
scikit-learn
numpy
h5py
tqdm
Get the datasets from https://github.com/reczoo/Datasets
Get the result from ./checkpoints
This implementation is based on FuxiCTR and BARS. Thanks for their sharing and contribution.
BARS: https://github.com/openbenchmark
FuxiCTR: https://github.com/xue-pai/FuxiCTR
If you find our code helpful for your research, please cite the following paper:
@article{li2025fcn,
title={FCN: Fusing Exponential and Linear Cross Network for Click-Through Rate Prediction},
author={Li, Honghao and Zhang, Yiwen and Zhang, Yi and Li, Hanwei and Sang, Lei and Zhu, Jieming},
journal={arXiv preprint arXiv:2407.13349},
year={2025}
}