Guibao Shen

Ph.D. student
Artificial Intelligence Thrust, Information Hub
The Hong Kong Univerisity of Science and Technology, Guangzhou

[Email]   [Google Scholar]  

Biography

I am currently a second-year PhD student(since 2023) at the AI Thrust, The Hong Kong University of Science and Technology, Guangzhou, supervised by Prof. Yingcong Chen. Previously, I earned my Master's degree from the Shenzhen Institute of Advanced Technology(SIAT), Chinese Academy of Sciences, supervised by Prof. Pheng Ann Heng and Prof. Qiong Wang in 2022. I received my Bachelor's degree from Shandong University in 2019.

My research interests mainly lie in Generative Model(Image/Video Generation) and AI4Science(Protein Design and Medical Image Analysis).

Publications [Google Scholar]

*: Equal Contribution

SG-Adapter: Enhancing Text-to-Image Generation with Scene Graph Guidance
Guibao Shen*, Luozhou Wang*, Jiantao Lin, Wenhang Ge, Chaozhe Zhang, Xin Tao, Yuan Zhang, Pengfei Wan, Zhongyuan Wang, Guangyong Chen, Yijun Li, Ying-Cong Chen.

International Conference on Computer Vision (ICCV), 2025.
[Paper]





PRM: Photometric Stereo based Large Reconstruction Model
Wenhang Ge*, Jiantao Lin*, Guibao Shen*, Jiawei Feng, Tao Hu, Xinli Xu, Ying-Cong Chen

International Conference on Computer Vision (ICCV), 2025.
[Paper] [Project Page] [Code]




DivPro: Diverse Protein Sequence Design with Direct Structure Recovery Guidance
Xinyi Zhou*, Guibao Shen*, Yingcong Chen, Guangyong Chen, Pheng Ann Heng.

Bioinformatics (Accepted by ECCB&ISMB 2025)
[Paper] [Code]





RectifiedHR: Enable Efficient High-Resolution Image Generation via Energy Rectification
Zhen Yang*, Guibao Shen*, Liang Hou, Mushui Liu, Luozhou Wang, Xin Tao, Pengfei Wan, Di Zhang, Ying-Cong Chen

Arxiv, 2025.
[Paper] [Code]





Text-Anchored Score Composition: Tackling Condition Misalignment in Text-to-Image Diffusion Models
Luozhou Wang*, Guibao Shen*, Wenhang Ge, Guangyong Chen, Yijun Li, Ying-Cong Chen
European Conference on Computer Vision (ECCV), 2024.
[Paper] [Project Page] [Code]




Learning Regularizer for Monocular Depth Estimation with Adversarial Guidance
Guibao Shen, Yingkui Zhang, Jialu Li, Mingqiang Wei, Qiong Wang, Guangyong Chen, Pheng Ann Heng

ACM Multimedia(MM), 2021.
[Paper]





Experience

Honors & Awards

Postgraduate Scholarship, HKUST(GZ) 2023-2027
National Second Prize, Contemporary Undergraduate Mathematical Contest in Modeling(CUMCM) 2017
Dean's Scholarship, School of Software, Shandong University 2018
Outstanding Student Scholarship, Shandong University 2016-2018

Academic Services

Reviewer of Conferences and Journals:

Personal Interests


© Guibao SHEN | Last updated: Jul. 2025