Wenqi Ouyang (欧阳雯琪)

Email: vinkeyoy@gmail.com

Links: [Google Scholar] [GitHub]

About me

I am currently a research associate at MMLab@NTU, advised by Prof. Xingang Pan. I previously served as a senior research engineer at Damo Academy, Alibaba Group, where I focus on researching video enhancement and editing, working with Peiran Ren, Xuansong Xie and Prof. Lei Zhang. Prior to joining Alibaba, I earned my M.Sc. degree in computer science and technology from Tsinghua University. I also hold a B.Sc. in fundamental physics and mathematics from Tsinghua University.

My research interests span several areas, including deep learning, computer vision, and image and video generation and editing. I am also interested in exploring the applications of natural language processing in multimedia analysis.

Education

• B. Sc. in Fundamental Physics and Mathematics, Tsinghua University, Beijing. September 2012 ~ July 2016.
• B. BM. (dual-degree) in Business Administration in Economics and Management. September 2013 ~ July 2016.
• M. Sc. in Computer Science and Technology, Tsinghua University, Beijing. September 2016 ~ July 2019.

Working Experience

• Research Intern in ByteDance AI Lab, Beijing. July 2017 ~ Septempber 2017.
• Research Engineer in Damo Academy, Alibaba Group, Beijing. July 2019 ~ November 2023.
• Research Associate at MMLab@NTU, Singapore. November 2023 ~ Present.

Publications

• 
  I2VEdit: First-Frame-Guided Video Editing via Image-to-Video Diffusion Models
  Wenqi Ouyang, Yi Dong, Lei Yang, Jianlou Si, Xingang Pan.
  SIGGRAPH Asia (Conference Track), 2024
  arXiv | Homepage | Code
• 
  RSFNet: A White-Box Image Retouching Approach using Region-Specific Color Filters
  Wenqi Ouyang, Yi Dong, Xiaoyang Kang, Peiran Ren, Xin Xu, Xuansong Xie.
  International Conference on Computer Vision (ICCV, 2023)
  arXiv | Code
• 
  DDColor: Towards Photo-Realistic and Semantic-Aware Image Colorization via Dual Decoders
  Xiaoyang Kang, Tao Yang, Wenqi Ouyang, Peiran Ren, Lingzhi Li, Xuansong Xie.
  International Conference on Computer Vision (ICCV, 2023)
  arXiv | Code

Patents

• Methods, systems, and electronic devices for image processing
  Yi Dong, Yuxi Wang, Ruoxi Fan, Wenqi Ouyang, Zhiqi Shen, Peiran Ren, Xuansong Xie.
  CN Patent 117,788,352 A, 2023.
  
• Methods, systems, devices, and storage media for color grading of images and videos
  Wenqi Ouyang, Tao Yang.
  CN Patent 114,549,674 A, 2022.
  
• Methods and apparatus for video processing
  Xianhui Lin, Zhanning Gao, Wenqi Ouyang, Peiran Ren.
  CN Patent 114,302,175 A, 2022.
  
• Methods and apparatus for video processing
  Xianhui Lin, Zhanning Gao, Wenqi Ouyang, Tao Yang, Peiran Ren, Feiying Ma, Xuansong Xie, Lei Zhang.
  CN Patent 114,286,126 A, 2022.
  
• Methods and apparatus for training image processing model
  Quanlong Zheng, Hui Zeng, Wenqi Ouyang.
  CN Patent 114,092,756 A, 2022.
  
• A method for video color grading, media data processing, device, and storage medium
  Wenqi Ouyang.
  CN Patent 113,497,954 A, 2021.