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Shi-Long Fan

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#artificial intelligence Preprint Sep 2026

Ask Without Telling: Local SLMs Consult Cloud LLMs Without Revealing Task Intent

As local small language models (SLMs) increasingly collaborate with more capable cloud large language models (LLMs), a natural privacy question arises: Can a local SLM obtain cloud LLM guidance while protecting user privacy? Existing privacy-preserving SLM-LLM frameworks primarily hide sensitive values while preserving...

Yan-Meng Wang, Yun-Xuan Li, Shi-Long Fan et al. · 0 citations

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