---
source: arxiv
url: https://arxiv.org/abs/2607.14075v1
published_at: '2026-07-15T17:48:16'
authors:
- Jingyu Xiao
- Zhongyi Zhang
- Haoran Hou
- Yuxuan Wan
- Yuan Jiang
- Yintong Huo
- Michael R. Lyu
topics:
- automated-software-repair
- code-intelligence
- multimodal-agents
- visual-debugging
- automated-software-production
relevance_score: 0.94
run_id: materialize-outputs
language_code: en
---

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

## Summary
VisualRepair targets automated repair of software defects that are conveyed through heterogeneous visual artifacts such as UI screenshots, GIFs, IDE snapshots, and text images. It combines type-specific visual tools with dynamic region focusing and reports 196 resolved issues on SWE-bench Multimodal test, 10 more than the best baseline.

## Problem

## Approach

## Results

## Link
- [https://arxiv.org/abs/2607.14075v1](https://arxiv.org/abs/2607.14075v1)