作者位次 #2/7ACL 2026Findings· Findings of ACL
G raph L o RA : Structure-Aware Low-Rank Adaptation for Large Language Model Recommendation
Lin Mu · Guoji Wang · Li Ni · Lei Sang · Zhize Wu · Peiquan Jin · Yiwen Zhang
摘要
Large Language Models (LLMs) have shown strong potential for recommendation (LLMRec) due to their powerful reasoning and generalization abilities. However, effectively aligning the textual semantics modeled by LLMs with the collaborative signals remains a key challenge. Existing methods either tr...