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Author

Peng Zheng

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Preprint Sep 2026

ReliCAD: From Uncertain LLM Generation to Reliable Parametric CAD Modeling

ReliCAD provides a verifiable, repairable, and generalizable approach to natural-language-interactive CAD modeling, a unified framework that transforms uncertain LLM generation into reliable parametric CAD modeling.

Peng Zheng, Xin-Tong Dong, Chuan-Yang Li et al. · 0 citations
Preprint Aug 2026

CopyCat: Improving Fine-Grained Subject Consistency in Subject-to-Image Models within Seconds

This work proposes CopyCat, a lightweight model-refinement framework that improves fine-grained subject consistency within only a few seconds by attaching a lightweight Fine-grained Consistency LoRA and optimizing it using a single proxy image, which is used as both the conditioning image and the reconstruction target.

Peng Zheng, Rui-Qi Liu, Rui Ma et al. · 0 citations

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