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Xu Zhou

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Jul 2026

Salience Induction against Multi-Hop RAG Agents: Threat and Defense

This work formalizes Salience Induction as truth-preserving edits that redirect Multi-Hop attribute binding while leaving the retrieval trace semantically intact, and defines six Salience-Editing operator classes and builds an iterative proposer-verifier pipeline under factual and stealth constraints.

Xing Zhou, Pengfei Wang, Yuan Zhou et al. · 0 citations

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