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20232026
most citedPrivLava: Synthesizing Relational Data with Foreign Keys under Differential Privacy

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cs.CL2025

AutoContext: Instance-Level Context Learning for LLM Agents

Kuntai Cai, Juncheng Liu, Xianglin Yang +3

Current LLM agents typically lack instance-level context, which comprises concrete facts such as environment structure, system configurations, and local mechanics. Consequently, ex…