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cs.IR2026
Adaptive Preference Modeling via Explicit Indirect Relational Learning for Personalized Fashion Matching
Shuiying Liao, Li Li, P. Y. Mok
Personalized fashion complementary recommendation requires jointly modeling user preferences and item compatibility under sparse and multimodal data conditions. Existing approaches…
cs.IR2024
Consistency Regularization for Complementary Clothing Recommendations
Shuiying Liao, P. Y. Mok, Li Li
This paper reports on the development of a Consistency Regularized model for Bayesian Personalized Ranking (CR-BPR), addressing to the drawbacks in existing complementary clothing…