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cs.SE2025
Enhancing LLMs in Long Code Translation through Instrumentation and Program State Alignment
Li Xin-Ye, Du Ya-Li, Li Ming
Code translation aims to transform code between programming languages while preserving functionality, with applications in cross-platform development and software migration. Recent…
cs.SE2024
Exploring and Lifting the Robustness of LLM-powered Automated Program Repair with Metamorphic Testing
Pengyu Xue, Linhao Wu, Zhen Yang +8
In recent years, Large language model-powered Automated Program Repair (LAPR) techniques have achieved state-of-the-art bug-fixing performance and have been pervasively applied and…
cs.SE2024★ 1 cited
Automated Commit Message Generation with Large Language Models: An Empirical Study and Beyond
Pengyu Xue, Linhao Wu, Zhongxing Yu +5
Commit Message Generation (CMG) approaches aim to automatically generate commit messages based on given code diffs, which facilitate collaboration among developers and play a criti…