孙维泽:男,2009年中山大学电子信息科学与技术专业毕业取得学士学位,2013年于香港城市大学电子工程系毕业取得博士学位。在2013年9月至2014年2月在香港晶门科技担任工程师,主要负责算法开发;2014年3月至2014年12月于香港富强金融担任分析员,主要工作为数据分析及软件开发。2015年3月通过深圳市孔雀计划人才引进入职永利集团任教至今,现时为副研究员;担任多个国际学术期刊及会议的审稿人,国家自然科学基金评审人。已在国内外学术期刊及会议上发表论文40余篇,其中JCR分区一区10余篇。
一、主要研究方向:
1. 轻量化深度神经网络
2. 智能雷达信号处理
3. 张量信号分析
二、教授课程:
线性代数,随机信号处理,研究生专业英语
三、近五年主持主要科研项目:
1. 国家青年科学基金项目,61501300,基于张量结构和lq范数的低秩张量恢复和补全,2016/01-2018/12,已结题。
2. 国家自然科学基金重点项目子项目,U1913203,大范围复杂动态场景安保机器人自主导航方法研究,2020/01-2023/12,在研。
3. 横向项目,基于人工智能的建筑管线自动寻径技术等系列项目,2021/01-2022/06,在研。
四、部分期刊论文:
[1] Weize Sun, Shaowu Chen, Lei Huang, H.C. So and Min Xie, "Deep Convolutional Neural Network Compression via Coupled Tensor Decomposition,"IEEE Journal of Selected Topics in Signal Processing 15 (3), 603-616.
[2] Weize Sun, Yingying Huang, Lei Huang, Qiang Li and Jihong Zhang, "ℓ2, p-correlation and robust matching pursuit for sparse approximation,Digital Signal Processing 104,102761.
[3] Weize Sun, Lei Huang, H.C. So and Jiajia Wang, "Orthogonal tubal rank-1 tensor pursuit for tensorcompletion,"Signal Processing.
[4] Weize Sun, Yuan Chen and H.C. So, "Tensor Completion Using Kronecker Rank-1 Tensor Train WithApplication to Visual Data Inpainting,"IEEE Access, 2018, 6:47804~47814.
[5] Weize Sun, Yuan Chen, Lei Huang and H.C. So, "Tensor Completion via Generalized Tensor TubalRank Minimization Using General Unfolding,"IEEE Signal Processing Letters, 2018.06, 25(6):868~872.
[6] Junhao Huang, Weize Sun and Lei Huang, "Deep neural networks compression learning based on multiobjective evolutionary algorithms," Neurocomputing 378, 260-269.
[7] MaoxinTian, Weize Sun, Peichang Zhang, Lei Huang and Qiang Li, "Joint beamforming design and receive antenna selection for large-scale MIMO wiretap channels," IEEE Transactions on Vehicular Technology 69 (3), 2716-2730
[8] Jiajia Wang, Weize Sun, Lei Huang and Jihong Zhang, "Accurate and computationally efficient interpolation-based method for two-dimensional harmonic retrieval," Digital Signal Processing, 2018.07,7(8):108~120. (Corresponding Author)
[9] Bo Zhao, Lei Huang, Weize Sun, "Target Reconstruction in Deceptively Jammed SAR via ADMM,"Sensors Journal, 2018.10.04, 0(0):1~1, SCIE. (Corresponding Author)
[10] Weize Sun, H.C. So, Y. Chen, L.-T. Huang and L. Huang, "Approximate Subspace-Based Iterative Adaptive Approach for Fast Two-Dimensional Spectral Estimation," IEEE Transactions on Signal Processing, vol.62, no.12, pp.3220-3231, Jun. 2014.
[11] Yuan Chen, H.C. So, and Weize Sun, "l_p-norm based Iterative Adaptive Approach for Robust Spectral Analysis," Signal Processing, vol.94, no.1, pp.144-148, Jan. 2014.
[12] Weize Sun, H.C. So, F.K.W. Chan and L. Huang, "Tensor Approach for Eigenvector-based Multi-Dimensional Harmonic Retrieval," IEEE Transactions on Signal Processing, vol.61, no.13, pp.3378-3388, Jul. 2013.
[13] Weize Sun, H.C. So and L. Lin, "Correlation-based algorithm for multi-dimensional single-tone frequency estimation," Signal Processing, vol.93, no.4, pp.765–771, Apr. 2013.
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