Bridging Collaborative Filtering and Large Language Models with Dynamic Alignment, Multimodal Fusion and Evidence-grounded Explanations. - Bo Ma; LuYao Liu; Simon Lau; Chandler Yuan; XueY Cui; Rosie Zhang (CoRR, 2025)

LLM4Rec: Large Language Models for Multimodal Generative Recommendation with Causal Debiasing. - Bo Ma; Hang Li; Zehua Hu; XiaoFan Gui; LuYao Liu; Simon Lau (CoRR, 2025)