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feature engineering 1large language models 1learning to optimize 1optimization solvers 1program synthesis 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

FunL2O: LLM-Guided Feature Function Design for Learning to Optimize

Bingheng Li, Junyang Cai, Yupeng Zhang +3

The paper presents FunL2O, a framework that uses large language models to automatically generate feature functions for learning-to-optimize systems, showing improved performance ov…