Currently, I am a 3rd-year Ph.D. student in Computer Science, Peking University, supervised by Prof. Jian Zhang. Previously, I received my B.Eng degree from Dalian University of Technology in 2022. During my undergraduate studies, I am privileged to work closely with Prof. Risheng Liu and Prof. Xin Fan in the field of low-level vision.
My primary research interests include computer vision, 3D vision and machine learning, mainly focusing on visual Artificial Intelligence Generated Content (AIGC), Novel View Synthesis, and Low-level Vision. You are welcome to contact me via my email: szyang AT stu.pku.edu.cn
📜 Research Area
- AIGC
- Low-level Vision
- Novel View Synthesis
📝 Selected Publications
Shuzhou Yang, Yu Wang, Haijie Li, Jiarui Meng, Xiandong Meng, Jian Zhang*. Preprint, 2024 arXiv | Project Page | Code Using both 2D and 3D diffusion models to generate 3D asset from a single image with hybrid fourier score distillation. | |
Shuzhou Yang, Chong Mou, Jiwen Yu, Yuhan Wang, Xiandong Meng, Jian Zhang*. Preprint, 2023 arXiv | Project Page | Code Editing long videos coherently via neural video fields. | |
Shuzhou Yang†, Xuanyu Zhang†, Yinhuai Wang, Jiwen Yu, Yuhan Wang, Jian Zhang*. International Journal of Computer Vision (IJCV), 2024 arXiv Bridge the gap between real scenes and training data by diffusion model prior. | |
Shuzhou Yang, Moxuan Ding, Yanmin Wu, Zihan Li, Jian Zhang*. International Conference on Computer Vision (ICCV), 2023 arXiv | Paper | Code Normalize images by neural representation and enhance them based on CLIP prior. | |
Zhiying Jiang†, Shuzhou Yang†, Jinyuan Liu, Xin Fan, Risheng Liu*. IEEE Transactions on Instrumentation and Measurement (TIM), 2023 Paper | Code Restore image degradation through a multi-scale progressive network. | |
Yinhuai Wang†, Shuzhou Yang†, Yujie Hu, Jian Zhang*. Computer Vision and Pattern Recognition Workshop (CVPRW), 2023 arXiv | Code Realize defocusing effect in 3D scenarios. |
💻 Academic Services
- Journal Reviewer:
- IEEE Transactions on Multimedia (TMM)
- IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
- ACM Transactions on Multimedia Computing, Communications and Applications (TOMM)
🏫 Educations
- Sep’2022-Jul’2027: Ph.D. (Computer Science), Peking University
- Sep’2018-Jul’2022: B.Eng (Software Engineering), Dalian University of Technology