Biography
I’m a 4th year Ph.D. student in the School of Computer Science at Fudan University, supervised by Prof. Zuxuan Wu and Prof. Yu-Gang Jiang.
My research interest lies in computer vision and deep learning. My current research focuses on image generation, video generation, large language models, and vision-language models. My previous research focuses on anomaly detection.
I am set to graduate in 2026 and am actively seeking internship and job opportunities. If you are interested in discussing potential collaborations or positions, please feel free to email me at hui_zhang23@m.fudan.edu.cn.
📝 Publications
CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation
Hui Zhang, Dexiang Hong, Tingwei Gao, Yiyong Wang, Jie Shao, Xinglong Wu, Zuxuan Wu, Yu-Gang Jiang
BlockDance: Reuse Structurally Similar Spatio-Temporal Features to Accelerate Diffusion Transformers
Hui Zhang, Tingwei Gao, Jie Shao, Zuxuan Wu
AdaDiff: Adaptive Step Selection for Fast Diffusion Models
Hui Zhang, Zuxuan Wu, Zhen Xing, Jie Shao, Yu-Gang Jiang
DiffusionAD: Norm-guided One-step Denoising Diffusion for Anomaly Detection
Hui Zhang, Zheng Wang, Zuxuan Wu, Yu-Gang Jiang
Prototypical Residual Networks for Anomaly Detection and Localization
Hui Zhang, Zuxuan Wu, Zheng Wang, Zhineng Chen, Yu-Gang Jiang
🎖 Honors and Awards
- 2023.12, First Class Award Scholarship, Fudan University (Top 10%, PhD)
- 2022.12, Excellent Academic Scholarship, Fudan University (Top 5%, Master)
- 2021.03, Perfect Score (150/150) in Mathematics, Nationwide Master’s Program Unified Admissions Examination (Top 0.1%, Nationally)
- 2019.12, National Scholarship of China (Top 1%)
- 2019.07, Second Prizes, 15th ‘BoChuang Cup’ National College Students Embedded Design Contest (Top 3%)
- 2019.05, Second Prizes, 10th “Blue Bridge Cup” National C/C++ Programming Contest (Top 2%)
🔍 Research Experience
- 2022.03 - 2023.03, Research Intern.
- Huawei, Central Media Technology Institute, Hangzhou
- Research: Anomaly Detection
- Supervisor: Yang Hu
- 2024.01 - Present, Research Intern.
- ByteDance, Intelligent Creation, Shanghai
- Research: Efficient and Controllable Image Generation
- Supervisor: Jie Shao
💼 Academic Service
- Reviewer: CVPR, ICCV, ECCV, NeurIPS, ICML, ICLR
- Teaching Assistant: Artificial Intelligence at Fudan University
📄 Curriculum Vitae
A brief cv/resume of Hui Zhang.