CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing
Yu Yuan, Shizhao Sun, Qi Liu, Jiang Bian
ICML 2025 | July 2025
Shizhao Sun
Senior Researcher
Papiers de Collaboration
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Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models
Ruiyu Wang, Yu Yuan, Shizhao Sun, Jiang Bian
2025 International Conference on Machine Learning | July 2025
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From Elements to Design: A Layered Approach for Automatic Graphic Design Composition
Jiawei Lin, Shizhao Sun, Danqing Huang, Ting Liu, Ji Li, Jiang Bian
2025 Computer Vision and Pattern Recognition | June 2025
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FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language Models
Zhanwei Zhang, Shizhao Sun, Wenxiao Wang, Deng Cai, Jiang Bian (jiabia)
2025 International Conference on Learning Representations | April 2025
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IconDM: Text-Guided Icon Set Expansion Using Diffusion Models
Jiawei Lin, Zhaoyun Jiang, Jiaqi Guo, Ting Liu, Shizhao Sun, Zijiang Yang, Jian-Guang Lou, Dongmei Zhang
Proceedings of the 32nd ACM International Conference on Multimedia | October 2024
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A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions
Jiawei Lin, Jiaqi Guo, Shizhao Sun, Weijiang Xu, Ting Liu, Jian-Guang Lou, Dongmei Zhang
ICCV 2023 | October 2023
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LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models
Junyi Zhang, Jiaqi Guo, Shizhao Sun, Jian-Guang Lou, Dongmei Zhang
ICCV 2023 | October 2023
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LayoutPrompter: Awaken the Design Ability of Large Language Models
Jiawei Lin, Jiaqi Guo, Shizhao Sun, Zijiang Yang, Jian-Guang Lou, Dongmei Zhang
NeurIPS 2023 | October 2023
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LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction
Zhaoyun Jiang, Jiaqi Guo, Shizhao Sun, Huayu Deng, Zhongkai Wu, Vuksan Mijovic, Zijiang James Yang, Jian-Guang Lou, Dongmei Zhang
CVPR 2023 | June 2023
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Aesthetics++: Refining Graphic Designs by Exploring Design Principles and Human Preference
Wenyuan Kong, Zhaoyun Jiang, Shizhao Sun, Zhuoning Guo, Weiwei Cui, Ting Liu, Jian-Guang Lou, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | February 2022
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Coarse-to-Fine Generative Modeling for Graphic Layouts
Zhaoyun Jiang, Shizhao Sun, Jihua Zhu, Jian-Guang Lou, Dongmei Zhang
AAAI'22 | February 2022
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Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics
Chunyao Qian, Shizhao Sun, Weiwei Cui, Jian-Guang Lou, Haidong Zhang, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | January 2021, Vol 27(2): pp. 443-452
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Data-Anonymous Encoding for Text-to-SQL Generation
Zhen Dong, Shizhao Sun, Hongzhi Liu, Jian-Guang Lou, Dongmei Zhang
2019 Empirical Methods in Natural Language Processing | December 2019
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CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing
Yu Yuan, Shizhao Sun, Qi Liu, Jiang Bian
ICML 2025 | July 2025
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Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models
Ruiyu Wang, Yu Yuan, Shizhao Sun, Jiang Bian
2025 International Conference on Machine Learning | July 2025
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From Elements to Design: A Layered Approach for Automatic Graphic Design Composition
Jiawei Lin, Shizhao Sun, Danqing Huang, Ting Liu, Ji Li, Jiang Bian
2025 Computer Vision and Pattern Recognition | June 2025
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FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language Models
Zhanwei Zhang, Shizhao Sun, Wenxiao Wang, Deng Cai, Jiang Bian (jiabia)
2025 International Conference on Learning Representations | April 2025
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IconDM: Text-Guided Icon Set Expansion Using Diffusion Models
Jiawei Lin, Zhaoyun Jiang, Jiaqi Guo, Ting Liu, Shizhao Sun, Zijiang Yang, Jian-Guang Lou, Dongmei Zhang
Proceedings of the 32nd ACM International Conference on Multimedia | October 2024
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A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions
Jiawei Lin, Jiaqi Guo, Shizhao Sun, Weijiang Xu, Ting Liu, Jian-Guang Lou, Dongmei Zhang
ICCV 2023 | October 2023
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LayoutPrompter: Awaken the Design Ability of Large Language Models
Jiawei Lin, Jiaqi Guo, Shizhao Sun, Zijiang Yang, Jian-Guang Lou, Dongmei Zhang
NeurIPS 2023 | October 2023
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LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models
Junyi Zhang, Jiaqi Guo, Shizhao Sun, Jian-Guang Lou, Dongmei Zhang
ICCV 2023 | October 2023
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Aesthetics++: Refining Graphic Designs by Exploring Design Principles and Human Preference
Wenyuan Kong, Zhaoyun Jiang, Shizhao Sun, Zhuoning Guo, Weiwei Cui, Ting Liu, Jian-Guang Lou, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | February 2022
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Coarse-to-Fine Generative Modeling for Graphic Layouts
Zhaoyun Jiang, Shizhao Sun, Jihua Zhu, Jian-Guang Lou, Dongmei Zhang
AAAI'22 | February 2022
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Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics
Chunyao Qian, Shizhao Sun, Weiwei Cui, Jian-Guang Lou, Haidong Zhang, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | January 2021, Vol 27(2): pp. 443-452
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Data-Anonymous Encoding for Text-to-SQL Generation
Zhen Dong, Shizhao Sun, Hongzhi Liu, Jian-Guang Lou, Dongmei Zhang
2019 Empirical Methods in Natural Language Processing | December 2019
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CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing
Yu Yuan, Shizhao Sun, Qi Liu, Jiang Bian
ICML 2025 | July 2025
-
Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models
Ruiyu Wang, Yu Yuan, Shizhao Sun, Jiang Bian
2025 International Conference on Machine Learning | July 2025
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From Elements to Design: A Layered Approach for Automatic Graphic Design Composition
Jiawei Lin, Shizhao Sun, Danqing Huang, Ting Liu, Ji Li, Jiang Bian
2025 Computer Vision and Pattern Recognition | June 2025
-
FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language Models
Zhanwei Zhang, Shizhao Sun, Wenxiao Wang, Deng Cai, Jiang Bian (jiabia)
2025 International Conference on Learning Representations | April 2025
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IconDM: Text-Guided Icon Set Expansion Using Diffusion Models
Jiawei Lin, Zhaoyun Jiang, Jiaqi Guo, Ting Liu, Shizhao Sun, Zijiang Yang, Jian-Guang Lou, Dongmei Zhang
Proceedings of the 32nd ACM International Conference on Multimedia | October 2024
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A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions
Jiawei Lin, Jiaqi Guo, Shizhao Sun, Weijiang Xu, Ting Liu, Jian-Guang Lou, Dongmei Zhang
ICCV 2023 | October 2023
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LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models
Junyi Zhang, Jiaqi Guo, Shizhao Sun, Jian-Guang Lou, Dongmei Zhang
ICCV 2023 | October 2023
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LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction
Zhaoyun Jiang, Jiaqi Guo, Shizhao Sun, Huayu Deng, Zhongkai Wu, Vuksan Mijovic, Zijiang James Yang, Jian-Guang Lou, Dongmei Zhang
CVPR 2023 | June 2023
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LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models
Junyi Zhang, Jiaqi Guo, Shizhao Sun, Jian-Guang Lou, Dongmei Zhang
ICCV 2023 | October 2023
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Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics
Chunyao Qian, Shizhao Sun, Weiwei Cui, Jian-Guang Lou, Haidong Zhang, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | January 2021, Vol 27(2): pp. 443-452
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-
-
Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics
Chunyao Qian, Shizhao Sun, Weiwei Cui, Jian-Guang Lou, Haidong Zhang, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | January 2021, Vol 27(2): pp. 443-452
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-
-
CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing
Yu Yuan, Shizhao Sun, Qi Liu, Jiang Bian
ICML 2025 | July 2025
-
Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models
Ruiyu Wang, Yu Yuan, Shizhao Sun, Jiang Bian
2025 International Conference on Machine Learning | July 2025
-
From Elements to Design: A Layered Approach for Automatic Graphic Design Composition
Jiawei Lin, Shizhao Sun, Danqing Huang, Ting Liu, Ji Li, Jiang Bian
2025 Computer Vision and Pattern Recognition | June 2025
-
FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language Models
Zhanwei Zhang, Shizhao Sun, Wenxiao Wang, Deng Cai, Jiang Bian (jiabia)
2025 International Conference on Learning Representations | April 2025
-
A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions
Jiawei Lin, Jiaqi Guo, Shizhao Sun, Weijiang Xu, Ting Liu, Jian-Guang Lou, Dongmei Zhang
ICCV 2023 | October 2023
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LayoutPrompter: Awaken the Design Ability of Large Language Models
Jiawei Lin, Jiaqi Guo, Shizhao Sun, Zijiang Yang, Jian-Guang Lou, Dongmei Zhang
NeurIPS 2023 | October 2023
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LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models
Junyi Zhang, Jiaqi Guo, Shizhao Sun, Jian-Guang Lou, Dongmei Zhang
ICCV 2023 | October 2023
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LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction
Zhaoyun Jiang, Jiaqi Guo, Shizhao Sun, Huayu Deng, Zhongkai Wu, Vuksan Mijovic, Zijiang James Yang, Jian-Guang Lou, Dongmei Zhang
CVPR 2023 | June 2023
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Coarse-to-Fine Generative Modeling for Graphic Layouts
Zhaoyun Jiang, Shizhao Sun, Jihua Zhu, Jian-Guang Lou, Dongmei Zhang
AAAI'22 | February 2022
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Data-Anonymous Encoding for Text-to-SQL Generation
Zhen Dong, Shizhao Sun, Hongzhi Liu, Jian-Guang Lou, Dongmei Zhang
2019 Empirical Methods in Natural Language Processing | December 2019
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IconDM: Text-Guided Icon Set Expansion Using Diffusion Models
Jiawei Lin, Zhaoyun Jiang, Jiaqi Guo, Ting Liu, Shizhao Sun, Zijiang Yang, Jian-Guang Lou, Dongmei Zhang
Proceedings of the 32nd ACM International Conference on Multimedia | October 2024
-
Aesthetics++: Refining Graphic Designs by Exploring Design Principles and Human Preference
Wenyuan Kong, Zhaoyun Jiang, Shizhao Sun, Zhuoning Guo, Weiwei Cui, Ting Liu, Jian-Guang Lou, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | February 2022
-
Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics
Chunyao Qian, Shizhao Sun, Weiwei Cui, Jian-Guang Lou, Haidong Zhang, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | January 2021, Vol 27(2): pp. 443-452
-