README.md

August 24, 2025 · View on GitHub

Requirements

pip install recbole
pip install causal-conv1d>=1.4.0
pip install mamba-ssm

Our experimental platform is equipped with an NVIDIA V100 GPU, Ubuntu 22.04, PyTorch 2.1.2, and CUDA 12.1.

Acknowledgment

This project is based on Mamba, Causal-Conv1d, and RecBole. Thanks for their excellent works.

@InProceedings{10.1007/978-981-95-0017-8_37, author="Zhang, Shun and Zhang, Runsen and Yin, Ziqiang and Yang, Zhirong", editor="Huang, De-Shuang and Chen, Wei and Pan, Yijie and Chen, Haiming", title="MaTrRec: A Mamba-Transformer Framework for Robust Sequential Recommendation", booktitle="Advanced Intelligent Computing Technology and Applications", year="2025", publisher="Springer Nature Singapore", address="Singapore", pages="448--459", isbn="978-981-95-0017-8" }