I am currently pursuing the Ph. D. degree (advised by Prof. Xi-Le Zhao) with the School of Mathematical Sciences, University of Electronic Science and Technology of China (UESTC), Chengdu, China.
My current research interests include tensor modeling and computing, tensor learning, and high-dimensional data processing.
📧 E-mail: wjz1355@163.com
🔔 News
- 2023.11: One paper is accepted by Journal of Scientific Computing.
- 2023.05: One paper is accepted by IEEE Transactions on Geoscience and Remote Sensing.
- 2023.04: One paper is accepted by ISPRS Journal of Photogrammetry and Remote Sensing.
🧰 Projects
📄 Publications
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Wen-Jie Zheng, Xiao-Xuan Bai, Yu-Bang Zheng, Ya-Ru Fan, Ting-Zhu Huang, Xi-Le Zhao*, "Feature-Domain Fidelity and Tensor Low-Rank Regularization for Cloud Removal in Remote Sensing Images", IGARSS 2024, accepted.
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Wen-Jie Zheng, Xi-Le Zhao*, Yu-Bang Zheng, Ting-Zhu Huang, "Provable Stochastic Algorithm for Large-Scale Fully-Connected Tensor Network Decomposition", Journal of Scientific Computing, vol. 98, art no. 16, 2024.
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Wen-Jie Zheng, Xi-Le Zhao*, Yu-Bang Zheng, Jie Lin, Lina Zhuang, Ting-Zhu Huang, "Spatial-Spectral-Temporal Connective Tensor Network Decomposition for Thick Cloud Removal", ISPRS Journal of Photogrammetry and Remote Sensing, vol. 199, pp. 182-194, 2023. [PDF] [Code]
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Wen-Jie Zheng, Xi-Le Zhao*, Yu-Bang Zheng*, Zhi-Feng Pang, "Nonlocal Patch-Based Fully-Connected Tensor Network Decomposition for Multispectral Image Inpainting", IEEE Geoscience and Remote Sensing Letters, vol. 19, art no. 8025105, pp. 1-5, 2022. [PDF] [Code]
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Li-Yuan Li, Ting-Zhu Huang*, Yu-Bang Zheng*, Wen-Jie Zheng, Jie Lin, Guo-Cheng Wu, Xi-Le Zhao, "Thick Cloud Removal for Multitemporal Remote Sensing Images: When Tensor Ring Decomposition Meets Gradient Domain Fidelity", IEEE Transactions on Geoscience and Remote Sensing, vol. 61, art no. 5512414, pp. 1-14, 2023. [PDF]
📖 Educations
- 2023.09-Current: University of Electronic Science and Technology of China (UESTC); Ph. D. student in Applied Mathematics
Supervisor: Prof. Xi-Le Zhao (赵熙乐教授) - 2021.09-2023.06: University of Electronic Science and Technology of China (UESTC); Master student in Applied Mathematics
Supervisor: Prof. Xi-Le Zhao (赵熙乐教授) - 2017.09-2021.06: Henan University (HENU); Bachelor student in Information and Computing Science
🏆 Awards and Honors
- Excellent Oral Presentation Award in the sixth National Quantitative Remote Sensing Academic Forum (第六届全国定量遥感学术论坛优秀口头报告奖), The Organizing Committee of the sixth National Quantitative Remote Sensing Academic Forum, 2023
- Academic Rising Star Award (学术青苗), UESTC, 2023
- First-Class Academic Scholarship (学业一等奖学金), UESTC, 2021,2022
- Aerospace Science and Technology Scholarship (航天科技奖学金), UESTC, 2022
- Special Postgraduate Scholarship of Science (理科特别奖学金), UESTC, 2021,2023
- Excellent Graduate in Henan (河南省优秀毕业生), HENU, 2021
🌐 Academic Activities
🎤 Reports
- 2023.06: "Spatial-Spectral-Temporal Connective Tensor Network Decomposition for Thick Cloud Removal", The sixth National Quantitative Remote Sensing Academic Forum (第六届全国定量遥感学术论坛), Chengdu, China (中国成都)
⌨ Reviewer
- IEEE Transactions on Network Science and Engineering (IEEE TNSE), Reviewer
- EURASIP Journal on Image and Video Processing, Reviewer
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