5 papers · 1 filter
ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning
Shuai Shao, Dingbang Wang, Yiming Zeng +1
Localizing concurrent bugs from bug reports alone is challenging due to incomplete information, misleading program-entity mentions, and complex cross-thread interactions, causing e…
ViBR: Automated Bug Replay from Video-based Reports using Vision-Language Models
Sidong Feng, Dingbang Wang, Nikola Tomic +3
Bug reports play a critical role in software maintenance by helping users convey encountered issues to developers. Recently, GUI screen capture videos have gained popularity as a b…
An Empirical Study on Leveraging Images in Automated Bug Report Reproduction
Dingbang Wang, Zhaoxu Zhang, Sidong Feng +2
Automated bug reproduction is a challenging task, with existing tools typically relying on textual steps-to-reproduce, videos, or crash logs in bug reports as input. However, image…
Feedback-Driven Automated Whole Bug Report Reproduction for Android Apps
Dingbang Wang, Yu Zhao, Sidong Feng +6
In software development, bug report reproduction is a challenging task. This paper introduces ReBL, a novel feedback-driven approach that leverages GPT-4, a large-scale language mo…
A Study of Using Multimodal LLMs for Non-Crash Functional Bug Detection in Android Apps
Bangyan Ju, Jin Yang, Tingting Yu +4
Numerous approaches employing various strategies have been developed to test the graphical user interfaces (GUIs) of mobile apps. However, traditional GUI testing techniques, such…