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Author

Man Ho Lam

The Chinese University of Hong Kong

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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

The PIMMUR Principles: Ensuring Validity in Collective Behavior of LLM Societies

A systematic audit of LLM-based social simulations across four databases found that reported collective phenomena often vanish or reverse once PIMMUR principles are enforced, indicating that many"emergent"behaviors are methodological artifacts rather than genuine social dynamics.

Jiaxu Zhou, Jen-Tse Huang, Xuhui Zhou et al. · 20 citations · ⚡1
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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