RuihongQiu / MMInfoRec

Code for ICDM 2021 "Memory Augmented Multi-Instance Contrastive Predictive Coding for Sequential Recommendation"

Code for our ICDM 2021 Paper "Memory Augmented Multi-Instance Contrastive Predictive Coding for Sequential Recommendation"

Cite

If you find the our codes and datasets useful for your research or development, please cite our paper:

@inproceedings{MMInfoRec,
  author    = {Ruihong Qiu and
               Zi Huang and
               Hongzhi Yin},
  title     = {Memory Augmented Multi-Instance Contrastive Predictive Coding for
               Sequential Recommendation},
  booktitle = {{IEEE} International Conference on Data Mining, {ICDM}},
  pages     = {519--528},
  year      = {2021}
}

MISC

Our another sequential recommender model DuoRec, Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation at WSDM 2022 is also available on GitHub, DuoRec.

Credit

This repo is based on S3Rec.