Shuwei Shi石书玮

Shuwei Shi

I am currently a 2nd year Ph.D. student at the Graduate School of Information Science and Technology (IST), The University of Tokyo supervised by Prof. Yinqiang Zheng. Prior to this, I obtained my M.Sc. degree at IIG group in Shenzhen International Graduate School, Tsinghua University supervised by Prof. Yujiu Yang. I was also a research assistant in XPixel Group supervised by Prof. Chao Dong and Prof. Yu Qiao.

Now, I am working on image or video generation and editing. Before that, I was mainly working on low-level vision tasks, including image/video restoration and quality assessment.

Email / Github / CV / Google Scholar

Honor and Award

The University of Tokyo Fellowship (Todai Fellowship), Sep. 2023

Outstanding Graduate of Tsinghua University (81/5000), Jul. 2023

Outstanding Master Thesis of Tsinghua University, Jul. 2023

National Scholarship, Tsinghua University, 2022

Winner of NTIRE Perceptual Image Quality Assessment Challenge: Track 1 Full-Reference and Track 2 No-Reference at CVPR, 2022

National Scholarship, 2018

Publications

*equal contribution, ‡Project lead

	MotionStone: Decoupled Motion Intensity Modulation with Diffusion Transformer for Image-to-Video Generation. Shuwei Shi, Biao Gong, Xi Chen, Dandan Zheng, Shuai Tan, Zizheng Yang, Yuyuan Li, Jingwen He, Kecheng Zheng, Jingdong Chen, Ming Yang, Yinqiang Zheng. CVPR 2025 paper / code
	ResMaster: Mastering High-Resolution Image Generation via Structural and Fine-Grained Guidance. Shuwei Shi, Wenbo Li, Yuechen Zhang, Jingwen He, Biao Gong, Yinqiang Zheng. AAAI 2025 paper / code
	Mitigating Artifacts in Real-World Video Super-Resolution Models. Liangbin Xie, Xintao Wang, Shuwei Shi, Jinjin Gu, Chao Dong and Ying Shan. AAAI 2023 paper / code
	Assessor360: Multi-sequence Network for Blind Omnidirectional Image Quality Assessment. Tianhe Wu, Shuwei Shi, Haoming Cai, Mingdeng Cao, Jing Xiao, Yinqiang Zheng, Yujiu Yang. NeurIPS 2023 paper / code
	Rethinking Alignment in Video Super-Resolution Transformers. Shuwei Shi, Jinjin Gu, Liangbin Xie, Xintao Wang, Yujiu Yang, Chao Dong. NeurIPS 2022 paper / code
	Attentions Help CNNs See Better: Attention-based Hybrid Image Quality Assessment Network. Shanshan Lao, Yuan Gong, Shuwei Shi‡, Sidi Yang, Tianhe Wu, Jiahao Wang, Weihao Xia, Yujiu Yang. Winner of NTIRE 2022 Perceptual Image Quality Assessment: Track 1 Full-Reference Challenge paper / code
	MANIQA: Multi-dimension Attention Network for No-Reference Image Quality Assessment. Sidi Yang, Tianhe Wu, Shuwei Shi‡, Shanshan Lao, Yuan Gong, Mingdeng Cao, Jiahao Wang, Yujiu Yang. Winner of NTIRE 2022 Perceptual Image Quality Assessment: Track 2 No-Reference Challenge paper / code
	ATTENTION PROBE: VISION TRANSFORMER DISTILLATION IN THE WILD. Jiahao Wang, Mingdeng Cao, Shuwei Shi, Baoyuan Wu, Yujiu Yang. ICASSP 2022 paper / code
	Region-Adaptive Deformable Network for Image Quality Assessment. Shuwei Shi, Qingyan Bai, Mingdeng Cao, Weihao Xia, Jiahao Wang, Yifan Chen, Yujiu Yang. CVPR Workshop 2021 paper / code

Peer Reviewer

Conference: AAAI,CVPR,ICCV

Jounal: IJCV, TCSVT