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

·2015 – 2020: M.Sc and Ph.D. in differential equations, dynamical systems and optimal control, 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[J]. Pattern Recognition Letters, 2024, 178: 76-83.

[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]Chen Yang, Liu Hong, Song Pinhao, Dai Linhui, Ding Runwei, Zhang Xiaochuan, Li Shengquan, National Invention Patent: A robust underwater target detection method based on domain mixture contrastive learning, application number: 2023103128985, application date: 2023.03.28.

[2]Liu Hong, You Yingxuan, Chen Yang, Li Wenhao, National Invention Patent: Method and System for Reconstructing 3D Human Mesh Using 2D Human Posture Based on Graph Skeleton Attention, Application Number: 2022107402819, Application Date: 2022.06.27

[3]Yang Ge, Ban Miaojue, Ding Runwei, Chen Yang, National Invention Patent: An Accurate Defect Detection Method and System Based on Point Set Representation, Application Number: 2022106861899, Application Date: 2022.06.16

Project

[1]  Research on Neural Ordinary Differential Equations, 2024.06- 2026.06 (Shenzhen BSQD Project, Host 300,000 RMB).

[2] Autonomous learning mechanism for multi-robot visual perception, 2024.01-2027.12（國(guó)自然面上項(xiàng)目Key member 510,000 RMB）

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