I am a third-year undergraduate student at the School of Software Engineering, Sun Yat-sen University. I am honored to have been mentored by Guo-Jun Qi, Fellow of IEEE & IAPR, and Zibin Zheng, Fellow of IEEE & IET.
My research interests include Deep Generative Models, Multimodal Learning, and Computer Vision.
🙋 Welcome to my blog! Here I will share some cutting-edge research that I am interested in.
🎖 Honors and Awards
- CVPR 2024 Workshop - Image Matching Challenge 2024 - Hexathlon(Kaggle) Silver medal🥈(20/930)
- Award of Merit in SUMMER AIR 2024, Presented by Institute for AI Industry Research, Tsinghua University
- First Prize 🥇, 2024 CUMCM (Contemporary Undergraduate Mathematical Contest in Modeling), Guangdong Region
- Third Prize, 2023 CUMCM (Contemporary Undergraduate Mathematical Contest in Modeling), Guangdong Region
- Third Prize, 2023 National Undergraduate Statistical Modeling Competition, Guangdong Region
- Third Prize, 2023 Asia and Pacific Mathematical Contest in Modeling
- Software Copyright: Image Processing Software for Facial Recognition V1.0 Second Author, (Registration No: 11658428)
📖 Educations
- 2022.09 - 2026.06, Undergraduate, School of Software Engineering, Sun Yat-sen University. (GPA: 4.04/5.00)
📃 Projects

Exploring Adversarial Semantics of Large Vision-Language Models with Text-Driven Evolutionary Method
Zihao Pan†, Yu Tong†, Weibin WU∗, Jinyi Wang, Yitong Qiao, Zibin Zheng IEEE Fellow
(† means equal contribution to this work)
Under Review
[PDF] [code]

Detail++: Progressive Detail Injection for Training-Free Semantic Binding in Text-to-Image Generation
Chen Lifeng, Jiner Wang, Zihao Pan, Beier Zhu, Xiaofeng Yang, Chi Zhang
Under Review
[PDF] [code] [page]

📝 Publications
- SCA: Highly Efficient Semantic Consistent Unrestricted Adversarial Attack, Zihao Pan, Weibin Wu, Yuhang Cao, Zibin Zheng IEEE Fellow
- Exploring Adversarial Semantics of Large Vision-Language Models with Text-Driven Evolutionary Method, Zihao Pan, Yu Tong, Weibin Wu, Jingyi Wang, Yitong Qiao, Zibin Zheng IEEE Fellow
- Detail++: Progressive Detail Injection for Training-Free Semantic Binding in Text-to-Image Generation, Chen Lifeng, Jiner Wang, Zihao Pan, Beier Zhu, Xiaofeng Yang, Chi Zhang
- 潘子豪.一种面向商圈店铺管理规划的机器学习建模分析技术[J].中国新技术新产品,2024(3):132-136
💻 Internships
- 2025.04 - now, HKUST MMLab, supervised by Anyi Rao
- 2025.03 - now, Department of Computer Science, Hong Kong Baptist University, supervised by Kaiyang Zhou
- 2025.02 - now, Seasun Games
- 2024.12 - 2025.3, AGI Lab, Westlake University, supervised by Chi Zhang
- 2024.07 - 2024.11, Maple Lab, Westlake University, supervised by Guojun Qi
- 2023.08 - 2024.11, InplusLab TAI, Sun Yat-sen University, supervised by Zibin Zheng & Weibin Wu
- 2024.05 - 2024.09, AIR, Tsinghua University, supervised by Yan Wang
- 2024.01 - 2024.03, AIR, Tsinghua University, supervised by Zike Yan