2 papers
cs.SE2026
Evaluating LLM-Based Test Generation Under Software Evolution
Sabaat Haroon, Mohammad Taha Khan, Muhammad Ali Gulzar
Large Language Models (LLMs) are increasingly used for automated unit test generation. However, it remains unclear whether these tests reflect genuine reasoning about program behav…
cs.SE2026
Assessing the Impact of Code Changes on the Fault Localizability of Large Language Models
Sabaat Haroon, Ahmad Faraz Khan, Ahmad Humayun +5
Generative Large Language Models (LLMs) are increasingly used in non-generative software maintenance tasks, such as fault localization (FL). Success in FL depends on a models abili…