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Author

Harshini Kavuru

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Jul 2026

REPREC: Representation Driven Parameter-Efficient Recommendation System

REPREC is a lightweight framework that conditions a frozen LLM using compact user-level representations and consistently improves recommendation performance across different sequential encoders, LLM backbones, and user activity levels.

Harshini Kavuru, Dwipam Katariya, Giri Iyengar et al. · 0 citations

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