Author

Jayant Kalagnanam

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Jul 2026

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

This work introduces FunL2O, the first unified framework for automating feature design through LLM-driven program evolution for L2O, and establishes LLM-driven feature evolution as a general and effective approach to automating representation design in L2O.

Bingheng Li, Junyang Cai, Yupeng Zhang et al. · arXiv.org · 0 citations