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20232026
most citedBalancing Specialized and General Skills in LLMs: The Impact of Modern Tuning and Data Strategy

12 citations · 14 across the 8 of their papers we have counts for

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cs.DB2026

PLRTune: Importance Pre-Sampling and LLM-Guided Reinforcement Learning for Automatic Database Tuning

Xinyue Yang, Chen Zheng, Yaoyang Hou +3

Configuration tuning is critical to database performance, yet automatic database tuning remains challenging due to high-dimensional knob spaces, substantial online tuning cost, unr…