2 papers
cs.LG2026
J-Miner: Recovering the Decision Logic of Fine-Tuned LLM Classifiers as Compact Rules
Yunfan Gao, Xinyi Huang, Tao Sheng +3
Task-fine-tuned large language model (LLM) classifiers acquire task-specific decision knowledge, but this knowledge remains implicit in distributed internal computations, making th…
cs.DB2026
SPA: A SQL-Plan-Aware Reinforcement Learning Framework for Query Rewriting with LLMs
Xinyi Huang, Zhengjie Miao
SQL query rewriting is a well-established technique for improving database performance without schema or index changes, yet finding effective rewrites for modern analytical workloa…