News

2025

March: Our paper "Dynamic Low-Rank Tensor Decomposition for Video Applications" (authors: Wen-Jie Zheng, Xi-Le Zhao, Yu-Bang Zheng, Teng-Yu Ji, and Ben-Zheng Li) was submitted to IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).
March: Our paper "Functional Tensor Singular Value Decomposition" (authors: Chuan Wang, Xi-Le Zhao, Yu-Bang Zheng, Ben-Zheng Li, Michael K. Ng) was accepted to SIAM Journal on Scientific Computing (SISC).

2024

December: Our paper "Dictionary-Based Block Term Decomposition for Third-Order Tensors" (authors: Ben-Zheng Li, Xi-Le Zhao, Hao Zhang, Delin Chu) was submitted to SIAM Journal on Imaging Sciences (SIIMS).
November 18: Our papers have received 100 citations on Google Scholar. Many thanks to the research community!
August: Our paper "Revisiting High-Order Tensor Singular Value Decomposition from Basic Element Perspective" (authors: Sheng Liu, Xi-Le Zhao, Jinsong Leng, Ben-Zheng Li, Jing-Hua Yang, and Xinyu Chen) was accepted to IEEE Transactions on Signal Processing (TSP).
July 19: I am delighted to be awarded the scholarship under the China Scholarship Council (CSC). I will pursue my studies as a Visiting PhD student (advised by Prof. Delin Chu) in the Department of Mathematics at the National University of Singapore (NUS).
July 7 to 12: I attended the 2024 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) in Athens, Greece. I gave a oral presentation about "Hyperspectral Images Mixed Noise Removal Via Group-Tube Transform Induced Sparsity and Low-Rankness" (check out the slides) in Session MO3.R2: Hyperspectral Data Processing and Analysis: Hyperspectral Data Denoising and Restoration.
July: Our paper "Convolutional Low-Rank Tensor Representation for Structural Missing Traffic Data Imputation" (authors: Ben-Zheng Li, Xi-Le Zhao, Xinyu Chen, Meng Ding, Ryan Wen Liu) was accepted to IEEE Transactions on Intelligent Transportation Systems (TITS).
March: Our paper "Functional Tensor Singular Value Decomposition" (authors: Chuan Wang, Xi-Le Zhao, Yu-Bang Zheng, Ben-Zheng Li, Michael K. Ng) was submitted to SIAM Journal on Scientific Computing (SISC).
February: Our paper "Convolutional Low-Rank Tensor Representation for Structural Missing Traffic Data Imputation" (authors: Ben-Zheng Li, Xi-Le Zhao, Xinyu Chen, Meng Ding, Ryan Wen Liu) was submitted to IEEE Transactions on Intelligent Transportation Systems (TITS).

2023

November: Our paper "Revisiting High-Order Tensor Singular Value Decomposition from Basic Element Perspective" (authors: Sheng Liu, Xi-Le Zhao, Jinsong Leng, Ben-Zheng Li, Jing-Hua Yang, and Xinyu Chen) was submitted to IEEE Transactions on Signal Processing (TSP).
October: Our paper "Nonlinear Transform Induced Tensor Nuclear Norm for Tensor Completion" published in Journal of Scientific Computing was selected as a highly cited paper (in the top 1% of papers in the academic field of Mathematics (proof)) from Essential Science Indicators (ESI) Data.
July 7 to 15： I attended the short course on high-performance computing (Speaker: Prof. Yuhong Yang, University of Minnesota) held by Tianyuan Mathematical Center in Central China (国家天元数学中部中心). The course title is "The minimax rate in machine learning".
March: Our paper "A Learnable Group-Tube Transform Induced Tensor Nuclear Norm and Its Application for Tensor Completion" (authors: Ben-Zheng Li, Xi-Le Zhao, Xiongjun Zhang, Teng-Yu Ji, Xinyu Chen, Michael K. Ng) was accepted to SIAM Journal on Imaging Sciences (SIIMS).
March: Our paper "Hyperspectral Image Mixed Noise Removal via Nonlinear Transform-based Block-Term Tensor Decomposition" (authors: Chuan Wang, Xi-Le Zhao, Hao Zhang, Ben-Zheng Li, Meng Ding) was accepted to IEEE Geoscience and Remote Sensing Letters (GRSL).

2022

November: Our paper "Cloud removal for remote sensing images using sparse and low-rank representation" (authors: Teng-Yu Ji, Dong-Lin Sun, Ben-Zheng Li) was submitted to IEEE Geoscience and Remote Sensing Letters (GRSL).
November: Our paper "Hyperspectral Image Mixed Noise Removal via Nonlinear Transform-based Block-Term Tensor Decomposition" (authors: Chuang Wang, Xi-Le Zhao, Hao Zhang, Ben-Zheng Li, Meng Ding) was submitted to IEEE Geoscience and Remote Sensing Letters (GRSL).
October: Our paper "A Learnable Group-Tube Transform Induced Tensor Nuclear Norm and Its Application for Tensor Completion" (authors: Ben-Zheng Li, Xi-Le Zhao, Xiong-Jun Zhang, Teng-Yu Ji, Xinyu Chen, Michael K. Ng) was submitted to SIAM Journal on Imaging Sciences (SIIMS).
October: I am delighted to be awarded the Special Postgraduate Scholarship of Science (理科特别奖学金) in UESTC.
September: Our paper " Multi-Dimensional Image Recovery via Fully-Connected Tensor Network Decomposition Under the Learnable Transforms" (authors: Cheng-Yao Lyu, Xi-Le Zhao, Ben-Zheng Li, Hao Zhang, Ting-Zhu Huang) was accepted to Journal of Scientific Computing (JSC).
June: Our paper "Nonlinear Transform Induced Tensor Nuclear Norm for Tensor Completion" (authors: Ben-Zheng Li, Xi-Le Zhao, Teng-Yu Ji, Xiong-Jun Zhang, Ting-Zhu Huang) was accepted to Journal of Scientific Computing (JSC).
May: I am delighted to be awarded the outstanding master's thesis (电子科技大学优秀硕士学位论文) in UESTC.

2021

December 2021: I am delighted to be awarded the Space Science and Technology Scholarship (航天科技奖学金) in UESTC.
October 2021: I am delighted to be awarded First-Class Academic Scholarship (学业一等奖学金) in UESTC.
November: Our paper "Tensor Completion Via Collaborative Sparse and Low-Rank Transforms" (authors: Ben-Zheng Li, Xi-Le Zhao, Jian-Li Wang, Yong Chen, Tai-Xiang Jian, Jun Liu) was accepted to IEEE Transactions on Computational Imaging (TCI).

2019

September: I joined the "Image and Visual Computing Team" of the School of Mathematical Sciences in UESTC (advised by Prof. Xi-Le Zhao).
June: I graduated from School of Science, East China University of Technology majoring in Mathematics and Applied Mathematics.