works on
instance-aware modeling 1large language models 1multi-layer fusion 1semantic representations 1sequential recommendation 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.IR2026

IMFuse: Instance-Aware Multi-Layer Fusion for LLM-Enhanced Sequential Recommendation

Yuheng Zheng, Yu Cui, Bin Wu +4

The paper introduces IMFuse, a method that adaptively combines representations from multiple layers of large language models to improve sequential recommendation, using instance-aw…