VisualRepair: Dynamic Tool Calling and Region Focusing for Visual Software Issue Repair

Automated Program Repair (APR) has witnessed significant progress with the advent of Large Language Models (LLMs). However, as modern software systems increasingly expose rich graphical user interfaces, effectively leveraging visual information from bug screenshots has become essential for understan...