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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Zhongyi Zhang

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Jul 2026

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

VisualRepair is proposed, an MLLM-based framework for visual software issue repair comprising two core modules: Image Type-aware Tool Calling (ITTC), which classifies input images and dynamically invokes a tailored tool-calling chain for robust visual interpretation, and Dynamic Test-time Region Focusing (DTRF), which...

Jingyu Xiao, Zhongyi Zhang, Haoran Hou et al. · 1 citation

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