3 papers
cs.AI2026
Frozen Scenes, Shifting Winners: Configuration Fragility in Text-to-3D Evaluation
Anson Y. Lam, Shuqing Li, Michael R. Lyu
Can a text-to-3D leaderboard change when every generated scene stays fixed? We audit this question for rendered-image evaluation, where camera settings and caption wording become p…
cs.CV2026
MatLoom: Layered Text-to-Material Generation in a Compact Program Space
Anson Y. Lam, Shuqing Li, Michael R. Lyu
Material generation should produce not only an appearance, but also the rules that construct it. We introduce MatLoom, a compact, layer-oriented language for text-to-material gener…
cs.CV2025
3D Software Synthesis Driven by Constraint-Expressive Intermediate Representation
Shuqing Li, Anson Y. Lam, Yun Peng +2
Graphical user interface (UI) software has undergone a fundamental transformation from traditional two-dimensional (2D) desktop/web/mobile interfaces to spatial three-dimensional (…