I am currently pursuing the Ph.D. degree (supervised by Prof. Xi-Le Zhao) with the School of Mathematical Sciences, University of Electronic Science and Technology of China (UESTC), Chengdu, China.

From Dec. 2023, I am working with Prof. Gemine Vivone, sponsored by the Academic Exchange Special Fund in UESTC for Overseas Training, at CNR-IMAA, Potenza, Italy.

My research interest includes image processing, tensor learning, and fast algorithm.

E-mail: lyymath@126.com   Google Scholar

🎙 News

• 2024.07:  One paper is accepted by JSC.

📄 Publications

Note: * indicates the corresponding author.

• The Generalized Tensor Decomposition with Heterogeneous Tensor Product for Third-Order Tensors
  Yun-Yang Liu, Xi-Le Zhao*, Meng Ding, Jianjun Wang, Tai-Xiang Jiang, Ting-Zhu Huang
  Journal of Scientific Computing(JSC), 2024.
  [PDF]

• Bi-Level Tensor Decomposition for Hyperspectral Image Restoration
  Yun-Yang Liu, Xi-Le Zhao*, Jin-Yu Xie, Zhi Xu, Gemine Vivone
  IEEE International Geoscience and Remote Sensing Symposium(IGARSS), 2024.
  [PDF]

• Fully-connected Tensor Network Decomposition for Robust Tensor Completion Problem
  Yun-Yang Liu, Xi-Le Zhao*, Guang-Jing Song, Yu-Bang Zheng, Michael K. Ng, Ting-Zhu Huang
  Inverse Problems and Imaging (IPI), 2023.
  [PDF] [Code]

• Hyperspectral Image Restoration by Tensor Fibered Rank Constrained Optimization and Plug-and-Play Regularization
  Yun-Yang Liu, Xi-Le Zhao*, Yu-Bang Zheng, Tian-Hui Ma, Hongyan Zhang
  IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022.
  [PDF] [Slide] [Code] (ESI Highly Cited Paper)

• Multi-Dimensional Data Recovery via Feature-Based Fully-Connected Tensor Network Decomposition
  Zhi-Long Han, Ting-Zhu Huang*, Xi-Le Zhao*, Hao Zhang, Yun-Yang Liu
  IEEE Transactions on Big Data (TBD), 2023.

🛩 Educations

• 2021.09 - Present:   Ph.D., School of Mathematical Sciences, University of Electronic Science and Technology of China (UESTC), Chengdu
• 2019.09 - 2021.06:   M.S., School of Mathematical Sciences, University of Electronic Science and Technology of China (UESTC), Chengdu
• 2015.09 - 2019.06:   B.S., School of Mathematics and Information Sciences, Henan Normal University (HTU), Xinxiang

🎖 Honors and Awards

• Academic Scholarship, UESTC, 2019,2020, 2021, and 2022
• Special Postgraduate Scholarship of Science, UESTC, 2021
• Academic Rookie, UESTC, 2021

🗺 Academic Activities

Reviewer

• IEEE TGRS
• IEEE GRSL