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Home/Authors/Xinyue Huang

Xinyue Huang

1 indexed paper

Recent (6 mo)
1
With code
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Publications per year

1
26

Top categories

Crypto×1AI×1

Frequent co-authors

Xiaochun Cao1×
Wenyuan Yang1×

Research Timeline

2026
Need to Know: Contextual-Integrity-Grounded Query Rewriting for Privacy-Conscious LLM Delegation

The paper introduces a Contextual Integrity (CI) framework and a new benchmark (DelegateCI-Bench) to rewrite user queries sent to cloud LLMs, ensuring only task-essential information is retained while preserving utility and maximizing privacy.

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Papers

cs.CRcs.AIRecentJun 2, 2026

Need to Know: Contextual-Integrity-Grounded Query Rewriting for Privacy-Conscious LLM Delegation

Xinyue Huang, Xiaochun Cao, Wenyuan Yang

The paper introduces a Contextual Integrity (CI) framework and a new benchmark (DelegateCI-Bench) to rewrite user queries sent to cloud LLMs, ensuring only task-essential information is retained while…

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