楊宇寧

工作經歷

2017/08-今 廣西大學數學與信息科學學院，教師

2013/10-2017/03 比利時魯汶大學，電子工程系，博士後

學習經歷

2010/09–2013/06 南開大學, 數學科學學院計算數學專業, 理學博士

2007/09–2010/06 南開大學, 數學科學學院計算數學專業, 理學碩士

2003/09–2007/06 南開大學, 數學科學學院信息與計算科學專業, 理學學士

學術兼職 Signal Processing: Image Communication Special Issue on Tensor Image Processing客座編輯。

SIAM Journal on Matrix Analysis and Applications, Journal of Scientific Computing, Journal of Global Optimization, Journal of Optimization Theory and Applications, Optimization Methods and Software, CALCOLO, Linear Algebra and its Applications, Frontiers of Mathematics in China, IEEE Transactions on Neural Networks and Learning Systems, IEEE Transactions on Signal Processing, IEEE Signal Processing Letters, Mechanical Systems and Signal Processing, Multidimensional Systems and Signal Processing等期刊審稿人。 ^[1] 

2017秋季期高等數學 ^[1] 

1. 多重線性代數和張量--性質, 模型及算法: 譜性質, 張量恢復, 低秩張量學習；

2. 最優化模型，算法及分析: 多項式優化, 張量優化, 一階算法, 收斂性分析；

3. 數據科學與機器學習: 核方法, 魯棒模型, 支持向量機。 ^[1] 

主持及參與多項人才及科研基金 ^[1] 

在SIAM J. Optim., SIAM J. Matrix Anal. Appl., J. Mach. Learn. Res., IEEE Trans. Neural Netw. Learn. Syst.等期刊發表22篇SCI論文，其中一區3篇，ESI高被引論文兩篇；科學出版社專著一部；Google Scholar總引用558次，單篇最高引用222次。

· 代表作：

1. Yuning Yang, Yunlong Feng, Xiaolin Huang, and Johan Suykens. Rank-1 tensor properties with applications to a class of tensor optimization problems. SIAM J. Optim., 26:171–196, 2016 （一區）

2. Yuning Yang, Yunlong Feng, and Johan Suykens. Robust low-rank tensor recovery with regularized redescending M-estimator. IEEE Trans. Neural Netw. Learn. Syst., 27: 1933--1946, 2016 （一區）

3. Yunlong Feng, Yuning Yang(通訊作者), and Johan Suykens. Robust gradient learning with applications. IEEE Trans. Neural Netw. Learn. Syst., 27: 822–835, 2016 （一區）

4. Yuning Yang and Qingzhi Yang. Further results for Perron-Frobenius theorem for nonnegative tensors. SIAM J. Matrix Anal. Appl., 31:2517–2530, 2010 (ESI高被引論文)

5. Qingzhi Yang and Yuning Yang. Further results for Perron-Frobenius theorem for nonnegative tensors II. SIAM J. Matrix Anal. Appl., 32:1236–1250, 2011 (ESI高被引論文)

6. Yuning Yang, and Qingzhi Yang, A Study on eigenvalues of higher-Order tensors and related polynomial optimization, 科學出版社, 北京, 2015 (專著) ^[1]