2 papers
cs.IR2026
Multi-LLM Token Filtering and Routing for Sequential Recommendation
Wuhan Chen, Min Gao, Xin Xia +3
Large language models (LLMs) have recently shown promise in recommendation by providing rich semantic knowledge. While most existing approaches rely on external textual corpora to…
cs.IR2025
Breaking the Clusters: Uniformity-Optimization for Text-Based Sequential Recommendation
Wuhan Chen, Zongwei Wang, Min Gao +3
Traditional sequential recommendation (SR) methods heavily rely on explicit item IDs to capture user preferences over time. This reliance introduces critical limitations in cold-st…