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Benjamin L. Bullough

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#human-computer interacti... Book Open access Sep 2026

Toward Frontier-Quality Declarative UI Generation at Small-Model Cost

This work systematically study three controllable design choices for catalog-conditioned A2UI generation: supervised fine-tuning (SFT) data construction method, model size, and component-catalog size and finds that even small models can handle and benefit from relatively large component catalog size.

Ying-Xiang Yang, Wei-Hang Xiao, Benjamin L. Bullough et al. · 0 citations

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