2 papers
cs.IR2026
Towards Transfer-Efficient Multi-modal Sequential Recommendation with State Space Duality
Hao Fan, Qingyang Liu, Hongjiu Liu +2
Sequential Recommendation (SR) models infer user preferences from interaction histories. While transferable Multi-modal SR models outperform traditional ID-based approaches, existi…
cs.IR2024
TiM4Rec: An Efficient Sequential Recommendation Model Based on Time-Aware Structured State Space Duality Model
Hao Fan, Mengyi Zhu, Yanrong Hu +4
The Sequential Recommendation modeling paradigm is shifting from Transformer to Mamba architecture, which comprises two generations: Mamba1, based on the State Space Model (SSM), a…