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School of Computer Science, Harbin Institute of Technology (Shenzhen), Shenzhen, China
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LLMs can inject nuanced preference signals into GNN-based recommenders, boosting both accuracy and diversity in personalized video game recommendations.
Current video game recommenders sacrifice diversity for accuracy; CPGRec balances both by intelligently incorporating game category and popularity into neighbor modeling.