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Peng Zhang

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Book Open access Jul 2026

GNN-Based Item Indexing for LLM-Enhanced Recommendation

This work proposes a Graph Neural Network (GNN)–based item indexing framework that is robust under both seen and unseen prompt templates, which supports practical LLM-based recommendation and exploits localized message passing rather than global eigendecomposition.

Senlin Mao, Ji Zhang, Peng Zhang et al. · 0 citations

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