作者位次 #5/7ACL 2026Findings· Findings of ACL
P erf C oder: Large Language Models for Interpretable Code Performance Optimization
Jiuding Yang · Shengyao Lu · Hongxuan Liu · Shayan Shirahmad Gale Bagi · Zahra Fazel · Tomasz Czajkowski · Di Niu
摘要
Large language models (LLMs) have achieved remarkable progress in automatic code generation, yet their ability to produce high-performance code remains limited, despite its importance in real-world software systems. We argue that this limitation stems not only from data scarcity, but more fundame...