Self-evolving Agents for Parametric 3D Reconstruction (Mesh-to-CAD)
2026.08 -- Present
Visiting Student
Southern University of Science and Technology, Shenzhen, China
- Geometric primitive decomposition: Recover parametric primitives and constructive solid geometry (CSG) compositions from 3D meshes, using signed distance fields (SDFs) to explore compact, editable shape reconstruction.
- Fitting and self-evolving search: Build a Mesh-to-CSG prototype that jointly optimizes primitive parameters and Boolean structure; explore recursive self-improvement (RSI), using geometry error and program validity to guide agents in refining decomposition and structure-search strategies.