Chengkai Liu

Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models

2024 · arXiv (Cornell University)

Sequential recommendation aims to estimate the dynamic user preferences and sequential dependencies among historical user behaviors. Although Transformer-based models have proven to be effective for sequential recommendation, they suffer from the inference inefficiency problem stemming …