Oct 2026
Knowledge-guided interest co-teaching for personalized recommendation
Guang-Tai Zhao, Tuo Wang, Meng Jian et al.
· Multimedia Systems · 0 citations
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Conference
Open access
Sep 2026
LLM-Summarized Interest Distillation for Multimedia Recommendation
Recommendation system technology faces the fundamental challenge of data sparsity. Although incorporating auxiliary textual data works to enrich interactions, lengthy and unstructured item descriptions often fail to depict user interests, as they primarily describe item attributes. Furthermore, the sparse interactions...
Meng Jian, Zhuo-Yang Xia, Hao-Lun Fan et al.
· Proceedings of the Thirty-Fi... · 0 citations