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杨丽巧
专职博士后
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■ 个人简介
西南财经大学数字经济与交叉科学创新研究院专职博士后。
■ 研究领域
矩阵与张量计算、图像处理
■ 教育背景
2013.9-2017.6 四川师范大学理学学士
2017.9-2020.6 电子科技大学 理学硕士
2020.8-2024.02 澳门大学 哲学（数学）博士
■ 工作经历
2023年~至今，西南财经大学数字经济与交叉科学创新研究院
■ 学术论文
[1]Yang L, Lan X. and Cheng G. A projected gradient method for sparse nonnegative tensor factorization. 2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI), Suzhou, China, 2019, pp. 1-5.
[2]Yang L, Kou K I, Miao J. Weighted truncated nuclear norm regularization for low-rank quaternion matrix completion[J]. Journal of Visual Communication and Image Representation, 2021, 81: 103335. (IF:2.6)
[3]Yang L, Miao J, Kou K I. Quaternion-based color image completion via logarithmic approximation[J]. Information Sciences, 2022, 588: 82-105. (IF:8.1)
[4]Yang L, Kou K I, Miao J, et al. Quaternion tensor completion with sparseness for color video recovery[J]. Applied Soft Computing, 2024, 154: 111322. (IF:8.7)
[5]Zhang Y, Yang L, Kou K I, et al. Fixed-time synchronization for quaternion-valued memristor-based neural networks with mixed delays[J]. Neural Networks, 2023, 165: 274-289. (IF: 7.8)
[6]Zhang Y, Yang L, Kou K I, et al. Synchronization of fractional-order quaternion-valued neural networks with image encryption via event-triggered impulsive control[J]. Knowledge-Based Systems, 2024, 296: 111953. (IF: 8.8)
[7]Miao J, Kou K I, Yang L, et al. Quaternion tensor train rank minimization with sparse regularization in a transformed domain for quaternion tensor completion[J]. Knowledge-Based Systems, 2024, 284: 111222. (IF: 8.8)
[8]Miao J, Kou K I, Yang Y, Yang L, et al. Quaternion matrix completion using untrained quaternion convolutional neural network for color image inpainting[J]. Signal Processing, 2024, 221: 109504.
