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Authors
Liang, Jun
Li, Yixin
Xiong, Zhileng
Huang, Qing
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Funding
Funding for this research was provided by:
National Arts Fund: Coromando Lacquer Screen Creation Talent Training ((2025-2-05-077-608))
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Article History
Received: 12 August 2025
Accepted: 16 December 2025
First Online: 18 December 2025
Declarations
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: The authors declare no competing interests.
: All experimental protocols involving human participants were conducted in strict adherence to relevant ethical guidelines and regulations, including the Declaration of Helsinki. Informed consent was obtained from all participants prior to their involvement in this study. The authors confirm that all experiments were conducted in accordance with relevant guidelines, regulations, and ethical standards. Approval for the experimental protocol(s) was obtained from the Ethics Committee of Hunan University of Technology and Business. Prior to submission, the manuscript’s Methods section was rigorously reviewed to ensure un-ambiguous disclosure of compliance and approval details. Furthermore, our pilot study on 3D-aware generation confirms that the stylistic fidelity achieved in the 2D domain can be successfully translated to volumetric forms through depth-conditioned control, establishing a foundational link between AI-assisted ideation and digital fabrication workflows.
: Informed consent was obtained from all subjects involved in this study.
