Shizhao Sun

Principal Researcher

Publications

Afficher par:

- CADMorph: Geometry‑Driven Parametric CAD Editing via a Plan–Generate–Verify Loop
  
  Weijian Ma, Shizhao Sun, Ruiyu Wang, Jiang Bian
  
  NeurIPS 2025 | October 2025
  
  Publication
- 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
  
  DOI Publication
- 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
  
  DOI Publication
- 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
  
  DOI Publication Github
- 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
  
  DOI Publication Github
- 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
  
  DOI Publication
- 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
  
  Publication Author's Version
- 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
  
  Preprint
- 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
  
  Publication
- 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
  
  Publication PDF
- 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
  
  Preprint
- Coarse-to-Fine Generative Modeling for Graphic Layouts
  
  Zhaoyun Jiang, Shizhao Sun, Jihua Zhu, Jian-Guang Lou, Dongmei Zhang
  
  AAAI'22 | February 2022
  
  Author's Version
- 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
  
  DOI Publication Publication Publication
- 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
  
  DOI PDF

- CADMorph: Geometry‑Driven Parametric CAD Editing via a Plan–Generate–Verify Loop
  
  Weijian Ma, Shizhao Sun, Ruiyu Wang, Jiang Bian
  
  NeurIPS 2025 | October 2025
  
  Publication
- 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
  
  DOI Publication
- 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
  
  DOI Publication
- 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
  
  DOI Publication Github
- 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
  
  DOI Publication Github
- 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
  
  DOI Publication
- 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
  
  Publication Author's Version
- 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
  
  Publication
- 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
  
  Preprint
- 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
  
  Preprint
- Coarse-to-Fine Generative Modeling for Graphic Layouts
  
  Zhaoyun Jiang, Shizhao Sun, Jihua Zhu, Jian-Guang Lou, Dongmei Zhang
  
  AAAI'22 | February 2022
  
  Author's Version
- 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
  
  DOI Publication Publication Publication
- 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
  
  DOI PDF
- 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
  
  DOI Publication
- 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
  
  DOI Publication
- 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
  
  DOI Publication Github
- 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
  
  DOI Publication Github
- 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
  
  DOI Publication
- 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
  
  Publication Author's Version
- 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
  
  Preprint
- 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
  
  Publication PDF
- 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
  
  Preprint
- 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
  
  DOI Publication Publication Publication
- 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
  
  DOI Publication Publication Publication

- CADMorph: Geometry‑Driven Parametric CAD Editing via a Plan–Generate–Verify Loop
  
  Weijian Ma, Shizhao Sun, Ruiyu Wang, Jiang Bian
  
  NeurIPS 2025 | October 2025
  
  Publication
- 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
  
  DOI Publication
- 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
  
  DOI Publication
- 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
  
  DOI Publication Github
- 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
  
  DOI Publication Github
- 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
  
  Publication Author's Version
- 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
  
  Publication
- 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
  
  Preprint
- 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
  
  Publication PDF
- Coarse-to-Fine Generative Modeling for Graphic Layouts
  
  Zhaoyun Jiang, Shizhao Sun, Jihua Zhu, Jian-Guang Lou, Dongmei Zhang
  
  AAAI'22 | February 2022
  
  Author's Version
- 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
  
  DOI PDF
- 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
  
  DOI Publication
- 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
  
  Preprint
- 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
  
  DOI Publication Publication Publication

Shizhao Sun

Publications

CADMorph: Geometry‑Driven Parametric CAD Editing via a Plan–Generate–Verify Loop

CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing

Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models

From Elements to Design: A Layered Approach for Automatic Graphic Design Composition

FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language Models

IconDM: Text-Guided Icon Set Expansion Using Diffusion Models

A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions

LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models

LayoutPrompter: Awaken the Design Ability of Large Language Models

LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction

Aesthetics++: Refining Graphic Designs by Exploring Design Principles and Human Preference

Coarse-to-Fine Generative Modeling for Graphic Layouts

Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics

Data-Anonymous Encoding for Text-to-SQL Generation

CADMorph: Geometry‑Driven Parametric CAD Editing via a Plan–Generate–Verify Loop

CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing

Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models

From Elements to Design: A Layered Approach for Automatic Graphic Design Composition

FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language Models

IconDM: Text-Guided Icon Set Expansion Using Diffusion Models

A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions

LayoutPrompter: Awaken the Design Ability of Large Language Models

LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models

Aesthetics++: Refining Graphic Designs by Exploring Design Principles and Human Preference

Coarse-to-Fine Generative Modeling for Graphic Layouts

Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics

Data-Anonymous Encoding for Text-to-SQL Generation

CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing

Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models

From Elements to Design: A Layered Approach for Automatic Graphic Design Composition

FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language Models

IconDM: Text-Guided Icon Set Expansion Using Diffusion Models

A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions

LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models

LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction

LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models

Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics

Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics

CADMorph: Geometry‑Driven Parametric CAD Editing via a Plan–Generate–Verify Loop

CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing

Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models

From Elements to Design: A Layered Approach for Automatic Graphic Design Composition

FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language Models

A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions

LayoutPrompter: Awaken the Design Ability of Large Language Models

LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models

LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction

Coarse-to-Fine Generative Modeling for Graphic Layouts

Data-Anonymous Encoding for Text-to-SQL Generation

IconDM: Text-Guided Icon Set Expansion Using Diffusion Models

Aesthetics++: Refining Graphic Designs by Exploring Design Principles and Human Preference

Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics