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Qian-Ye Yang

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#machine learning Preprint Aug 2026

Beyond Raw Context Transfer: Representation-based Federated Retrieval-Augmented Generation

Retrieval-augmented generation (RAG) improves the factuality of large language models (LLMs) and vision-language models (VLMs) by grounding generation in external knowledge. However, most existing RAG frameworks assume a centralized retrieval corpus, which is often impractical in sensitive domains such as healthcare, w...

Can Peng, Yu Liu, Ying-Yu Yang et al. · 0 citations

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