AAAI 2026technical0 citations
Cross-Scale Collaboration between LLMs and Lightweight Sequential Recommenders with Domain-Specific Latent Reasoning
Yipeng Zhang, Xin Wang, Hong Chen, Junwei Pan, Qian Li, Jun Zhang, Jie Jiang, Hong Mei
Abstract
Sequential recommendation aims to predict the next item based on historical interactions. To further enhance the reasoning capability in sequential recommendation, LLMs are employed to predict the next item or generate semantic IDs for item representation, given LLMs
BibTeX
@inproceedings{aaai2026_crossscalecollab,
title = {Cross-Scale Collaboration between LLMs and Lightweight Sequential Recommenders with Domain-Specific Latent Reasoning},
author = {Yipeng Zhang and Xin Wang and Hong Chen and Junwei Pan and Qian Li and Jun Zhang and Jie Jiang and Hong Mei and Wenwu Zhu},
booktitle = {AAAI 2026},
year = {2026}
}