Author

Kangle Deng

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Preprint Sep 2026

Learned Localized Mesh Refinement

We present a neural method for adaptive triangle mesh refinement, in which an autoregressive model adds geometric detail to selected regions of an input mesh while leaving the rest unchanged, a key capability for efficiently allocating mesh budget. Existing upsampling methods struggle to achieve this. Classical subdivi...

Xiao Zhan, Chrystiano Araújo, Kang-Le Deng et al. · 0 citations

Preprint Aug 2026

MultiCube: Compositional 3D Generation With Part-Level Semantic and Spatial Control

Experiments demonstrate that the MultiCube method can generate high-quality compositional 3D objects with precise part-level control, including those with unique layouts difficult to achieve with text or image prompting alone.

Ava Pun, Kang-Le Deng, Yi-Heng Zhu et al. · 0 citations