2 papers
cs.SE2026
A Metamorphic Testing Approach to Diagnosing Memorization in LLM-Based Program Repair
Milan De Koning, Ali Asgari, Pouria Derakhshanfar +1
LLM-based automated program repair (APR) techniques have shown promising results in reducing debugging costs. However, prior results can be affected by data leakage: large language…
cs.SE2025
Metamorphic Testing of Deep Code Models: A Systematic Literature Review
Ali Asgari, Milan de Koning, Pouria Derakhshanfar +1
Large language models and deep learning models designed for code intelligence have revolutionized the software engineering field due to their ability to perform various code-relate…