Author

Mengnan Jiang

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Preprint Oct 2026

SubDGuide: A Modeler-Inspired Agentic Workflow for Mesh-to-SubD Reconstruction

Subdivision surfaces represent free-form geometry through a sparse control cage, but recovering that cage from a dense mesh is not merely a fitting problem: the system must infer where control is needed, which curves encode design features, and when an initial result should be revised. We present SubDGuide, a modeler-i...

Meng-Nan Jiang, Christian Franke, Michele Franco Adesso et al. · 0 citations

Open access Aug 2026

Edge-Oriented Lightweight YOLO-World with Cross-Modal Fusion Adaptation for Multimodal Object Detection and Deployment

An edge-oriented adaptation framework for replacing the original visual encoder of YOLOv8l-worldv2 with a compact visual branch that jointly considers visual-branch compression, multi-scale interface consistency, cross-modal feature compatibility, and edge-side inference, rather than optimizing these aspects independen...

Mengnan Jiang, Tian-Li Mo, Jie Hu et al. · Applied Sciences · 0 citations