4 papers
UICrit: Enhancing Automated Design Evaluation with a UICritique Dataset
Peitong Duan, Chin-yi Chen, Gang Li +2
Automated UI evaluation can be beneficial for the design process; for example, to compare different UI designs, or conduct automated heuristic evaluation. LLM-based UI evaluation,…
Revision Matters: Generative Design Guided by Revision Edits
Tao Li, Chin-Yi Cheng, Amber Xie +2
Layout design, such as user interface or graphical layout in general, is fundamentally an iterative revision process. Through revising a design repeatedly, the designer converges o…
CoLay: Controllable Layout Generation through Multi-conditional Latent Diffusion
Chin-Yi Cheng, Ruiqi Gao, Forrest Huang +1
Layout design generation has recently gained significant attention due to its potential applications in various fields, including UI, graphic, and floor plan design. However, exist…
Leveraging Human Revisions for Improving Text-to-Layout Models
Amber Xie, Chin-Yi Cheng, Forrest Huang +1
Learning from human feedback has shown success in aligning large, pretrained models with human values. Prior works have mostly focused on learning from high-level labels, such as p…