EffiPair: Improving the Efficiency of LLM-generated Code with Differential Execution Feedback.

arXiv:2604.05137v2 Announce Type: replace-cross Abstract: Large language models (LLMs) can generate functionally correct programs that differ substantially in execution efficiency. Existing inference-time optimization methods typically refine each candidate us