Bidirectional gated mamba for sequential recommendation

Z Liu, Q Liu, Y Wang, W Wang, P Jia, M Wang… - arXiv preprint arXiv …, 2024 - arxiv.org
In various domains, Sequential Recommender Systems (SRS) have become essential due
to their superior capability to discern intricate user preferences. Typically, SRS utilize …

LLMTreeRec: Unleashing the Power of Large Language Models for Cold-Start Recommendations

W Zhang, C Wu, X Li, Y Wang, K Dong… - Proceedings of the …, 2025 - aclanthology.org
The lack of training data gives rise to the system cold-start problem in recommendation
systems, making them struggle to provide effective recommendations. To address this …