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

Author

Shizhao Sun

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#artificial intelligence Feb 2026

DesignAsCode: Bridging Structural Editability and Visual Fidelity in Graphic Design Generation

This work proposes DesignAsCode, a novel framework that reimagines graphic design as a programmatic synthesis task using HTML/CSS, incorporating a Plan-Implement-Reflect pipeline, incorporating a Semantic Planner to construct dynamic, variable-depth element hierarchies and a Visual-Aware Reflection mechanism that optimizes the code to rectify rendering artifacts.

Ziyuan Liu, Shizhao Sun, Danqing Huang et al. · 4 citations

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