DigiArtOmnis

Research Papers

GALA: Geometry-Aware Language Model for Controllable Object Arrangement

Chucheng Xiang, Runze Wang, Zhi Deng, Ruchao Bao, Yuanwei Zhang, Yuxuan Xie, Hanliu Wang, Liangzhen Fei, Wenzheng Wu, Cheng Wan, Peifeng Li, Zhong-Yuan Liu, Ligang Liu

SIGGRAPH Asia, 2026.

[Project Page]

PART: Learning 3D Part Assembly and Retrieval with Transformers

Ruchao Bao, Wenzheng Wu, Chucheng Xiang, Zhong-Yuan Liu, Yuan Liu, Jinxin Dong, Ligang Liu, Ziqi Wang

SIGGRAPH Asia, 2026.

[Project Page]

NaLA: A 3D Native LLM Layout Agent for High-quality 3D Scene Generation

Cheng Wan, Yongsen Mao, Wenzheng Wu, Yuxuan Xie, Chucheng Xiang, Runze Wang, Xiang Zhang, Zhong-Yuan Liu, Rushi Dai, Yuan Liu

European Conference on Computer Vision (ECCV), 2026.

[Paper] [Project Page] [Code]

Co-Layout: LLM-driven Co-optimization for Interior Layout

Chucheng Xiang, Ruchao Bao, Biyin Feng, Wenzheng Wu, Zhong-Yuan Liu, Yirui Guan, Ligang Liu

AAAI Conference on Artificial Intelligence (AAAI-26), 2026.

[Paper] [Project Page] [Code] [DOI]

Imaginarium: Vision-guided High-Quality 3D Scene Layout Generation

Xiaoming Zhu*, Xu Huang*, Qinghongbing Xie, Zhi Deng, Junsheng Yu, Yirui Guan, Zhong-Yuan Liu, Lin Zhu, Qijun Zhao, Long Zeng, Ligang Liu

SIGGRAPH Asia 2025 (ACM Transactions on Graphics)

[Paper] [Project Page] [Video] [Code] [Data]

Scene Layout via Conceptual Design

Wenzheng Wu, Chucheng Xiang, Zhi Lin, Yirui Guan, Ruchao Bao, Zhong-Yuan Liu, Ziqi Wang, Ligang Liu

Computers & Graphics, 136: 104553, 2026.

[DOI] [Project Page]

DreamMat: High-quality PBR Material Generation with Geometry- and Light-aware Diffusion Models

Yuqing Zhang*, Yuan Liu*, Zhiyu Xie, Lei Yang, Zhong-Yuan Liu, Mengzhou Yang, Runze Zhang, Qilong Kou, Cheng Lin, Wenping Wang, Xiaogang Jin

SIGGRAPH 2024 (ACM Transactions on Graphics)

[Paper] [Project Page] [Code]

Computational Design of Self-actuated Deformable Solids via Shape Memory Material

Yucheng Sun, Wenqing Ouyang, Zhong-Yuan Liu, Ning Ni, Yann Savoye, Peng Song, Ligang Liu

IEEE Transactions on Visualization and Computer Graphics, 28(7): 2577-2588, 2022.

[DOI]

Practical Fabrication of Discrete Chebyshev Nets

Hao-Yu Liu, Zhong-Yuan Liu, Zheng-Yu Zhao, Ligang Liu, Xiao-Ming Fu

Computer Graphics Forum (Pacific Graphics), 39(7), 2020.

[Data] [Video] [Supp] [DOI]

FrameFab: Robotic Fabrication of Frame Shapes

Yijiang Huang, Juyong Zhang, Xien Hu, Guoxian Song, Zhong-Yuan Liu, Lei Yu, Ligang Liu

ACM Transactions on Graphics (Proc. SIGGRAPH Asia), 35(6), Article 224: 1-11, 2016.

[Project page]

Highly Informed Robotic 3D Printed Polygon Mesh - A Novel Strategy of 3D Spatial Printing

Lei Yu, Yijiang Huang, Zhong-Yuan Liu, Sai Xiao, Ligang Liu, Guoxian Song, Yanxin Wang

Conference of The Association for Computer Aided Design in Architecture (ACADIA), 2016.

[Paper]