Assessing Bug Report Quality Using LLMs and app UI analysis to assess the quality of bug reproduction steps. Automated Bug Localization Leveraging GUI interaction data to localize buggy code in Android apps. Interactive Bug Reporting A chatbot that guides app users to write high-quality bug reports. Code to Comment Translation Comparing code summarization models and the errors they make. Automated Software Documentation from GUIs Generating functional descriptions of app screens with image captioning. Automated Program Repair How well do repair tools and LLM agents fix UI-centric Android bugs?