Author

Jianan Jiang

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Preprint Aug 2026

PartMat: Material-Aware 3D Part Decomposition with a Single Global Latent

PartMat is presented, an efficient material-aware 3D part decomposition pipeline that represents multi-part geometry with a single global latent that significantly outperforms existing baselines in material-aware decomposition accuracy and achieves comparable geometric quality, while maintaining efficient inference.

Guangming Fu, Jin Song, Y. Fei et al. · 0 citations

Preprint Aug 2026

PartInteractor: Intent-Driven Part-Aware 3D Authoring for Continuous Co-Creation in XR

PartInteractor is introduced, a representation-to-interaction framework that investigates how semantic part hierarchies can be incorporated into generative XR authoring, and exposed as first-class, directly manipulable units, turning one-shot prompt-to-object generation into continuous component-level co-creation.

Jianan Jiang, Bin Li · 0 citations