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Peng-Fei Shao

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Review Open access Sep 2026

LRGCL: LLM-refined graph contrastive learning for review-based recommendation

LRGCL is proposed, an LLM-Refined Graph Contrastive Learning model for personalized recommendation that introduces a semantic-preserving contrastive objective in which key interaction edges are identified and preserved in augmented graph views, while only non-critical edges are dropped.

Li-Ye Shi, Peng-Fei Shao, Shao-Zhong Zhang et al. · 0 citations

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