Ruoyu Chen

works on

attribution constraints 1 context residualization 1 evidence recomposition 1 explainable AI 1 human prior alignment 1 model reliability 1 multimodal large language models 1 subset selection attribution 1 token-level explanation 1 visual attribution 1

From the 2 of 16 linked papers with an AI index.

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cs.AI2025

SMA: Who Said That? Auditing Membership Leakage in Semi-Black-box RAG Controlling

Shixuan Sun, Siyuan Liang, Ruoyu Chen +3

Retrieval-Augmented Generation (RAG) and its Multimodal Retrieval-Augmented Generation (MRAG) significantly improve the knowledge coverage and contextual understanding of Large Lan…