Hi, I'm Shuai Yang (杨 帅)

This is my personal website. I'm an Assistant Professor with the Wangxuan Institute of Computer Technology, Peking University. I'm a member of the Spatial and Temporal Restoration, Understanding and Compression Team (STRUCT), and work with Prof. Zongming Guo and Prof. Jiaying Liu. I was a member of MMLab@NTU and worked with Prof. Chen Change Loy and Prof. Ziwei Liu.

I was a Research Assistant Professor with MMLab@NTU, Singapore, from Mar. 2023 to Feb. 2024. I was a Postdoctoral Research Fellow with MMLab@NTU, Singapore, from Oct. 2020 to Feb. 2023. I visited VITA group, Texas A&M University, from Sep. 2018 to Sep. 2019. I visited GSIP lab, National Institute of Informatics, Japan, from Mar. 2017 to Aug. 2017. My current research interests include image stylization and image editing.

Experience


  • Assistant Professor (03/2024 - )
    Wangxuan Institute of Computer Technology, Peking University
  • Research Assistant Professor (03/2023 - 02/2024)
    S-Lab, Nanyang Technological University, Singapore
  • Research fellow (10/2020 - 03/2023)
    S-Lab, Nanyang Technological University, Singapore
  • Ph.D. Degree in Computer Science (09/2015 - 07/2020)
    Wangxuan Institute of Computer Technology, Peking University
  • Bachelor’s Degree in Computer Science (09/2010 - 07/2015)
    School of Electronics Engineering and Computer Science, Peking University

Research

My interest mainly lies in image generation and image editing, including:

Selected Publication

For full publication list, please visit my publication page or google scholar

View more of my publications here

FRESCO: Spatial-Temporal Correspondence for Zero-Shot Video Translation
Shuai Yang, Yifan Zhou, Ziwei Liu, Chen Change Loy
CVPR 2024
pdf project code
Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation
Shuai Yang, Yifan Zhou, Ziwei Liu, Chen Change Loy
SIGGRAPH Asia 2023
pdf project code
StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned Faces
Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy
ICCV 2023
pdf project code
VToonify: Controllable High-Resolution Portrait Video Style Transfer
Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy
TOG (SIGGRAPH Asia) 2022
pdf project code
Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer
Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy
CVPR 2022
pdf project code
Unsupervised Image-to-Image Translation with Generative Prior
Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy
CVPR 2022, TPAMI 2023
pdf project code
Deep Plastic Surgery: Robust and Controllable Image Editing with Human-Drawn Sketches
Shuai Yang, Zhangyang Wang, Jiaying Liu, Zongming Guo
ECCV 2020, TIP 2021
pdf project code
Controllable Artistic Text Style Transfer via Shape-Matching GAN
Shuai Yang, Zhangyang Wang, Zhaowen Wang, Ning Xu, Jiaying Liu, Zongming Guo
ICCV 2019 (oral), TPAMI 2022
pdf project code
TET-GAN: Text Effects Transfer via Stylization and Destylization
Shuai Yang, Jiaying Liu, Wenjing Wang, Zongming Guo
AAAI 2019, TPAMI 2021
pdf project code dataset
Context-Aware Text-Based Binary Image Stylization and Synthesis
Shuai Yang, Jiaying Liu, Wenhan Yang, Zongming Guo
TIP 2019, ACM MM 2018 (oral)
pdf project
Awesome Typography: Statistics-Based Text Effects Transfer
Shuai Yang, Jiaying Liu, Zhouhui Lian, Zongming Guo
CVPR 2017, CVIU 2018
pdf project code

Awards and Honors


  • Excellent Doctoral Dissertation Award (优秀博士学位论文), China Society of Image and Graphics, 2020.
  • Excellent Doctoral Dissertation Award (优秀博士学位论文), Peking University, 2020.
  • Chancellor's Scholarship (校长奖学金), Peking University, 2019.
  • Top 10 Student Researcher (学术十杰), EECS of Peking University, 2019.
  • Excellent Talents Award (卓越奖学金), Cooperative Medianet Innovation center, 2018.
  • Outstanding Student & Outstanding Paper, WICT of Peking University, 2018.
  • Lee Wai Wing Scholarship (李惠荣奖学金), Peking University, 2017.
  • Merit Student (三好学生), Peking University, 2017.
  • CETC The 14th Research Institute Glarun Scholarship (国睿奖学金), Peking University, 2016.
  • Merit Student (三好学生), Peking University, 2016.
  • Image Ambassador for Internet New Youth (网络新青年形象大使), Peking University, 2015.
  • Star of EECS (信科之星), EECS of Peking University, 2015.
  • Wang Xuan Scholarship (王选奖学金), WICT of Peking University, 2015.
  • Freshman Scholarship, WICT of Peking University, 2015.
  • Top 10 Undergraduate Graduation Thesis (十佳毕业论文), EECS of Peking University, 2015.
  • Founder Scholarship (方正奖学金), Peking University, 2014.
  • Tian Chuang Scholarship (天创奖学金), EECS of Peking University, 2013.

Services


Area Chair:

  • BMVC 2023

Senior Program Committee:

  • AAAI 2022, 2023, 2024

Reviewer:

  • IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
  • IEEE Transactions on Visualization and Computer Graphics (TVCG)
  • International Journal of Computer Vision (IJCV)
  • IEEE Transactions on Image Processing (TIP)
  • IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
  • IEEE Transactions on Multimedia (TMM)
  • CVPR 2019, 2020, 2021, 2022, 2023 (outstanding reviewers), 2024
  • ICCV 2019, 2021, 2023
  • ECCV 2020, 2022 (outstanding reviewers)
  • SIGGRAPH 2022, 2023, 2024
  • SIGGRAPH Asia 2023
  • ICLR 2022, 2023
  • AAAI 2020, 2021
  • NeurIPS 2022, 2023

Art Gallery

Have some passions for drawing and art. On the way of being an amateur designer.

Contact

Email: williamyang AT pku.edu.cn

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