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Budget-Efficient Automatic Algorithm Design via Code Graph

Published • May 11, 2026
Authors:
Maxime Bouscary
,
Manxi Wu
,
Saurabh Amin

Abstract

Large language models (LLMs) have emerged as powerful tools for automatic algorithm design (AAD). However, existing pipelines remain inefficient. They operate at the granularity of full algorithms, redundantly rewriting recurring substructures and discarding low-fitness candidates that may contain v...

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