Rui Lang
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126
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2026
PlanTwin: Privacy-Preserving Planning Abstractions for Cloud-Assisted LLM Agents
PlanTwin introduces a privacy-preserving architecture that allows cloud-hosted LLMs to plan over sensitive local environments by projecting the raw state into a sanitized, abstract digital twin.
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Papers
cs.CRcs.AIcs.ETRecentMar 19, 2026
PlanTwin: Privacy-Preserving Planning Abstractions for Cloud-Assisted LLM Agents
Guangsheng Yu, Qin Wang, Rui Lang, Shuai Su +1 more
PlanTwin introduces a privacy-preserving architecture that allows cloud-hosted LLMs to plan over sensitive local environments by projecting the raw state into a sanitized, abstract digital twin.
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