作者位次 #3/13ACL 2026Findings· Findings of ACL
R eason R ec: A Reasoning-Augmented Multimodal Agent for Unified Recommendation
Yihua Zhang · Mingfu Liang · Jiyan Yang · Rong Jin · Wen-Yen Chen · Yiping Han · Huayu Li · Buyun Zhang · Liang Luo · Luke Simon · Sijia Liu · Tianlong Chen · Xi Liu
摘要
Recent advances in multimodal recommenders excel at feature fusion but remain opaque and inefficient decision-makers, lacking explicit reasoning and self-awareness of uncertainty. To address this, we introduce ReasonRec, a reasoning-augmented multimodal agent structured around a three-stage expli...