Chaoyan Huang (黄朝燕) PhD candidate, Department of Mathematics, The Chinese University of Hong Kong, G08, Lady Shaw Building, CUHK, Shatin, New Territories, Hong Kong. Email: cyhuang@math.cuhk.edu.hk, Huangchy2020@163.com

Biography

Chaoyan Huang is a PhD candidate of Department of Mathematics, The Chinese University of Hong Kong (CUHK), advised by Prof. Tieyong Zeng. She received the M.S. from the school of science, Nanjing University of Posts and Telecommunications (NUPT), in 2022, advised by Professor Tingting Wu. Her research interests include artificial intelligence and its applications to computer vision (e.g., image enhancement, image segmentation) and image processing (e.g., image denoising, image restoration, and medical image reconstruction). She has published several papers in top journals, including SIIMS, JSC, IEEE TMM, PR, ect. She received several premium awards, including National scholarship, outstanding Master's degree thesis of Jiangsu Province, the honorary title of "top 10 academic stars" for postgraduates of NUPT, outstanding graduates of Jiangsu Province, 1st prize of the 2021 academic innovation forum for postgraduates in Jiangsu Province of "problem driven mathematics and application", 2nd Prize of 17th "Huawei Cup" National Graduate Student Mathematical Contest in modeling (as team leader), etc.

Education Experiences

• The Chinese University of Hong Kong
  Aug. 2022 -- now
  
  Ph.D. in Mathematics, expected graduation in Jul. 2025
  Supervisor: Professor Tieyong Zeng
• Nanjing University of Posts and Telecommunications
  Sep. 2019 -- Apr. 2022
  
  M.S. in Mathematics
  Supervisor: Professor Tingting Wu
• Anqing Normal University
  Sep. 2015 -- Jul. 2019
  
  B.S. in Mathematics and Applied Mathematics

Academic Experiences

• University of Cambridge
  Mar. 18, 2024 -- Jun. 18, 2024
  
  Visiting student
  Topic: PnP Methods
  Supervisor: Senior Research Associate Angelica I. Aviles-Rivero
  
• The Chinese University of Hong Kong (Shenzhen)
  May. 1, 2022 -- Jul. 31, 2022
  
  Research assistant
  Topic: Image restoration
  Supervisor: Associate Professor Dong Wang
  
• The Chinese University of Hong Kong, Hong Kong
  Jun. 28, 2021 -- Aug. 14, 2021
  
  Visiting student
  Topic: Summer Research Placement Programme
  Supervisor: Professor Tieyong Zeng
• Yangzhou University
  Jul. 2018
  
  Summer camp participants
  Topic: Summer Camp
  Manager: The College of Mathematical Science

News

Selected Publications

#：Co-first authors    *：Corresponding author

	Extrapolated plug-and-play three-operator splitting methods for nonconvex optimization with applications to image restoration Zhongming Wu#, Chaoyan Huang#, Tieyong Zeng∗ SIAM Journal on Imaging Sciences (SIIMS), 2024. [Paper] [Code]
	An efficient inexact Gauss–Seidel-based algorithm for image restoration with mixed noise Tingting Wu, Yue Min, Chaoyan Huang, Zhi Li, Zhongming Wu, Tieyong Zeng∗ Journal of Scientific Computing (JSC), 2024. [Paper]
	Finding robust minimizer for non-convex phase retrieval Tingting Wu, Chaoyan Huang, Xiaoyu Gu, Jianwei Niu, Tieyong Zeng∗ Inverse Problems and Imaging (IPI), 2024. [Paper] [Code]
	Single-particle reconstruction in Cryo-Em based on three-dimensional weighted nuclear norm minimization Chaoyan Huang, Tingting Wu, Juncheng Li, Bin Dong, Tieyong Zeng∗ Pattern Recognition (PR), 2023. [Paper] [Code] [Code]
	Spherical image inpainting with frame transformation and data-driven prior deep networks Jianfei Li#, Chaoyan Huang#, Raymond Chan, Han Feng∗, Micheal Ng, Tieyong Zeng SIAM Journal on Imaging Sciences (SIIMS), 2023. [Paper] [Paper]
	Quaternion-based weighted nuclear norm minimization for color image restoration Chaoyan Huang, Zhi Li, Yubing Liu, Tingting Wu∗, Tieyong Zeng Pattern Recognition (PR), 2022. [Paper] [Code]
	Transformer for Single Image Super-Resolution Zhisheng Lu#, Juncheng Li#, Hong Liu*, Chaoyan Huang, Linlin Zhang, and Tieyong Zeng The Conference on Computer Vision and Pattern Recognition Workshop (CVPR Workshop), 2022. [Paper] [Supp] [Poster] [Code] [Homepage]
	Quaternion-based dictionary learning and Saturation-Value total variation regularization for color image restoration Chaoyan Huang, Michael K. Ng, Tingting Wu∗, and Tieyong Zeng IEEE Transactions on Multimedia (IEEE TMM), 2021. [Paper] [Code]

Patents

Honors & Awards

Grants and Sponsored Programs