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cs.SE2026
Enhancing LLM-Based Code Translation with Verified Multi-Semantic Representations
Yufu Wang, He Jiang, Hao Lin +4
Large language models (LLMs) have shown great promise for automated code translation, yet existing approaches often rely on token-level statistical patterns rather than sufficient…
cs.SE2024
Deep Learning-based Software Engineering: Progress, Challenges, and Opportunities
Xiangping Chen, Xing Hu, Yuan Huang +23
Researchers have recently achieved significant advances in deep learning techniques, which in turn has substantially advanced other research disciplines, such as natural language p…
cs.SE2024
A Survey of Deep Learning Based Software Refactoring
Bridget Nyirongo, Yanjie Jiang, He Jiang +1
Refactoring is one of the most important activities in software engineering which is used to improve the quality of a software system. With the advancement of deep learning techniq…