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Author

Jen-Tse Huang

Johns Hopkins University, Chinese University of Hong Kong, Peking University, University of Southern California, Tencent

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Preprint Oct 2026

InterWebCoder: Learning Interactive Webpage Generation from Executable Tests via Reinforcement Learning

Interactive webpages underpin modern applications, but reproducing both their visual appearance and multi-step behavior remains challenging for multimodal large language models (MLLMs). Scalable training data must capture user actions, state transitions, and expected outcomes, while real-world webpage code is often ent...

Jingyu Xiao, Da-Sen Dai, Yuxuan Wan et al. · 0 citations
Book Open access Aug 2026

Component-based Reusable UI Code Generation for Complex Websites via Semantic Segmentation and Fine-grained Feedback

This work proposes ComUICoder, a component-based UI code generation framework that emphasizes semantic-aware segmentation, code reuse, and fine-grained refinement and significantly improves overall generation quality and code reusability on complex multipage websites.

Jingyu Xiao, Jiantong Qin, Shuo-Qiu Li et al. · 1 citation
Book Open access Aug 2026

Component-based Reusable UI Code Generation for Complex Websites via Semantic Segmentation and Fine-grained Feedback

This work proposes ComUICoder, a component-based UI code generation framework that emphasizes semantic-aware segmentation, code reuse, and fine-grained refinement and significantly improves overall generation quality and code reusability on complex multipage websites.

Jingyu Xiao, Jiantong Qin, ShuoQiu Li et al. · 1 citation

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