2 papers
cs.IR2025
MLLMRec: A Preference Reasoning Paradigm with Graph Refinement for Multimodal Recommendation
Yuzhuo Dang, Xin Zhang, Zhiqiang Pan +4
Multimodal recommendation combines the user historical behaviors with the modal features of items to capture the tangible user preferences, presenting superior performance compared…
cs.IR2023
Disentangled Variational Auto-encoder Enhanced by Counterfactual Data for Debiasing Recommendation
Yupu Guo, Fei Cai, Xin Zhanga +2
Recommender system always suffers from various recommendation biases, seriously hindering its development. In this light, a series of debias methods have been proposed in the recom…