2 papers
cs.PL2025
\texttt{ReMind}: Understanding Deductive Code Reasoning in LLMs
Jun Gao, Yun Peng, Xiaoxue Ren
Large Language Models (LLMs) have achieved remarkable progress in code-related tasks. Despite their advancement, empirical evidence reveals that they still struggle with \emph{dedu…
cs.SE2025
PEACE: Towards Efficient Project-Level Efficiency Optimization via Hybrid Code Editing
Xiaoxue Ren, Jun Wan, Yun Peng +5
Large Language Models (LLMs) have demonstrated significant capability in code generation, but their potential in code efficiency optimization remains underexplored. Previous LLM-ba…