Yang Chen, Ph.D in physical and mathematical.

Faculty of Computational Mathematics and Cybernetics

Shenzhen MSU-BIT University, China

chenyang@smbu.edu.cn

Positions

·2023.09 – Present: Lecturer, Shenzhen MSU-BIT University, China

·2020.11 – 2023.06: Postdoctoral Associate, Peking University, China

Education

·2016 – 2019: Ph.D. in differential equations, dynamical systems and optimal control, Grodno State University named Yanka Kupala, Belarus

·2015 – 2016: M.Sc. in Mathematics, Grodno State University named Yanka Kupala, Belarus

·2011 – 2015: B.Sc. in Software engineering, Chongqing University of Technology, China

Research interests

·Machine Learning, Neural Ordinary Differential Equation

·Analytical and qualitative properties of solutions of differential equations and systems

Preprints and articles

[1]Yang Chen , Hong Liu , Pinhao Song . Neural Ordinary Differential Equation for Irregular Human Motion Prediction. （Pattern recognition letter under review）

[2]Yang Chen , Pinhao Song , Hong Liu , et al. Achieving domain generalization for underwater object detection by domain mixup and contrastive learning[J]. Neurocomputing, 2023.

[3]Yang Chen  . Analytical properties of solutions of the third order system [J]. The scientific journal of GRSU. 2018; 8(3): 34–38.

[4] Yang Chen, Martynov. I.P. Analytic properties of solutions of the third-order system Darboux [J]. The scientific journal of GRSU. 2018; 8(2): 26–31.

[5]Yang Chen , Bulgakov. V.I. Analytical and qualitative properties of differential system of the third order [J]. The scientific journal of GRSU. 2018; 8(1): 28–36.

[6]Yang Chen. Analytical properties of solutions and first integrals of a class of the third-order autonomous systems [J]. Journal of CQUT . 2018; 32 (6) :199–205.

[7]Yang Chen, Martynov. I.P.  A third order differential equation with a moving singular line. Erugin Readings - 2018 XVIII International scientific conference of Differential Equations. Minsk: Mathematics of the National Academy Sciences of  Belarus, 2018 : 25–26.

[8]Yang Chen , Martynov. I.P. Analytic properties of solutions of a system of the third order [J]. The scientific journal of GRSU. 2017; 7(3): 26–33.

[9]Yang Chen, Martynov. I.P, Analytical properties of solutions for a class of third-order differential systems [J]. Vestnik GrSU. 2017; 7(2): 59–68.

[10]Binbin Zhang, Yang Chen , Martynov. I.P .  Rational solutions of two differential equations with a moving singular line  [J]. Doklady of the National Academy of Sciences of Belarus. 2019; 63(2)150-156.

[11]Binbin Zhang, Yang Chen, Martynov. I.P. The first integrals and rational solutions of differential equations with a moving singular line [J]. Problems of Physics, Mathematics and Technics. 2019; 1(38), 72–77.

[12]Binbin Zhang, Yang Chen, Martynov. I.P, Pronko.V. A . Rational solutions of third order differential equations with a moving singular line. Erugin reading - 2019 XIX International scientific conference of Differential Equations. Minsk: Mathematics of the National Academy Sciences of  Belarus,  Minsk, 2019:18–20.

[13]Binbin Zhang, Yang Chen, Martynov. I.P, Pronko.V. A . Rational general solution of a third-order differential system. AMADE-2018: Proceedings of the 9th International scientific of the seminar “Analytical methods of analysis and differential equations”. Minsk: Mathematics of the National Academy Sciences of Belarus,  2018: 13–14.

[14]Kuzmich. A.V, Yang Chen, Grin. A.A. Dulac–Cherkas function for a perturbed Hamiltonian system on the plane [J]. Vestnik GrSU.2016;6(3),19–28.

[15]He Yan, Min Xie, Yang Chen, Xiaoling Li, Yingyan Dong. A new voiceprint recognition algorithm based on Word Embedding LSTM network[J]. Basic & Clinical Pharmacology & Toxicology, 2020.127:39-40.

[16]Liu H, Sun Y, Yang G, Yang Chen . Binaural sound source localization based on weighted template matching[J]. CAAI Transactions on Intelligence Technology, 2021, 6(2): 214-223.

[17]Li Y, Liu H, Yang B, Yang Chen . Deep Metric Learning-Assisted 3D Audio-Visual Speaker Tracking via Two-Layer Particle Filter[J]. Complexity, 2020, 2020: 1-8.

Patent

      [1]陈阳、刘宏、宋品皓、戴林辉、丁润伟、张小川、李胜全，国家发明专利：一种基于域混合对比学习的鲁棒水下目标检测方法，申请号：2023103128985，申请日：2023.03.28日。

      [2]刘宏、游盈萱、陈阳、李文豪，国家发明专利：基于图骨架注意力利用二维人体姿态重建三维人体网格的方法和系统，申请号：2022107402819，申请日：2022.06.27

      [3]杨戈、班渺椐、丁润伟、陈阳，国家发明专利：一种基于点集表示的精确缺陷检测方法和系统,申请号：2022106861899，申请日：2022.06.16

Contact

·Office: Room 314, Main Building.

·Postal address: Shenzhen MSU-BIT University, 1 International University Park Road, Longgang District, 518172 Shenzhen, Guangdong Province, P.R. China.

·Email: chenyang@smbu.edu.cn