Coding with Eyes: Visual Feedback Unlocks Reliable GUI Code Generating and Debugging
Recent advances in Large Language Model (LLM)-based agents have shown remarkable progress in code generation. However, current agent methods mainly rely on text-output-based feedback (e.g. command-line outputs) for multi-round debugging and struggle in graphical user interface (GUI) that involve visual information. This is mainly due to two limitations: 1) GUI programs are event-driven, yet existing methods cannot simulate user interactions to trigger GUI element logic 2) GUI programs possess visual attributes, making it difficult for text-based approaches to assess whether the rendered interface meets user needs. To systematically address these challenges, we first introduce InteractGUI ...
| Authors | Zhilin Liu, Ye Huang, Ting Xie et al. |
|---|---|
| Primary category | cs.SE |
| Published | 14 March 2026 |
| Last updated at source | 14 March 2026 |
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