Gongping Yang   

Title:Professor
Supervisor of Doctorate Candidates
Supervisor of Master's Candidates

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Language:English

Profile

Email: gpyang@sdu.edu.cn

DBLP: https://dblp.org/pid/82/5012

ORCIDhttps://orcid.org/0000-0001-7637-2749


Brief Biography

Dr. Gongping Yang received his Bachelor degree in Computer and Application, Master and Ph.D. degrees in Computer Software and Theory from Shandong University, Jinan, China, in 1992, 2001 and 2007, respectively. Since 2013, he has been a Professor in School of Software at Shandong University, Jinan, China. At present, he is a Senior member of CCF and CAAI, also serve as the Machine Learning Technical Committee of CAAI and Artificial Intelligence and Pattern Recognition Technical Committee of CCF. During the past several years, he has served as a program committee member/organization/program chair of several conferences and editorial board member of some academic journals. His current research interests include pattern recognition, computer vision and biometric recognition. 

Educational Experiences

09/2004~06/2007

Degree: Ph.D.


University: Shandong University, China


Major: Computer Software and Theory

09/1999~12/2001

Degree: Master


University: Shandong University, China


Major: Computer Software and Theory

09/1988~07/1992

Degree: Bachelor


Shandong University, China


Major: Computer and Application

Work Experiences

09/2013~present

Shandong University


Position: Professor of School of Software

09/2004~08/2013

Shandong University


Position: Associate Professor of School of Computer Science and   Technology

07/1992~08/2004

Shandong University


Position: Lecturer of School of Computer Science and Technology

Professional Activities

Program Committee Member

Chinese Conference on Machine Learning (CCML2013-2021)


Chinese Conference on Data Mining (CCDM2015-2021)


CCF Conference on Artificial Intelligence (CCFAI2015-2021)

 Chinese Conference on Pattern Recognition and Computer Vision (PRCV2018-2021)

Chinese Conference on Biometric   Recognition(CCBR2012-2021) 

Program Co-Chair

The 1st Shandong Conference on Artificial Intelligence (SDAI2018)


The 8th Chinese Conference on Biometric   Recognition (CCBR2013)

Organization   Committee Chair

The 4th International   Conference on Natural Computation(ICNC2008)


The 5th International Conference on   Fuzzy Systems and Knowledge Discovery (FSKD2008)


The 12th China Conference on Machine Learning   (CCML2010)

Editorial Board Member Journal of Intelligent & Fuzzy Systems

Journal of Electronic Imaging

IEEE ACCESS

Electronics

Reviewer(selected)

IEEE Transactions on Information Forensics  and Security

IEEE Transactions on Circuits and Systems for   Video Technology

Pattern Recognition

IEEE Transactions on Biometrics, Behavior, and   Identity Science

Neurocomputing

IET Computer Vision

Signal Processing

Projects/Funds

01/2020~12/2023

Study on ECG   Human Identification under Uncontrolled Environment

Nation Natural Science   Foundation of China (NSFC)

01/2015~12/2018

Study on The   Key Problems of Finger Vein Recognition under Large Scale Populations and   Multi-type Sensors Environment

Nation Natural Science   Foundation of China (NSFC)

01/2012~12/2015

Study of   personalized biometric problem

Nation Natural Science   Foundation of China (NSFC)

 

Selected Publications (corresponding author) 

1. Lu Yang, Gongping Yang, Kuikui Wang, Fanchang Hao, Yilong Yin. Finger vein recognition via sparse reconstruction error constrained low-rank representation. IEEE Transactions on Information Forensics and Security.16: 4869-4881 (2021)

2. Yuwen Huang, Gongping Yang, Kuikui Wang, Haiying Liu and Yilong Yin. Learning Joint and Specific Patterns: A Unified Sparse Representation for Off-the-person ECG Biometric Recognition. IEEE Transactions on Information Forensics & Security. 16: 147-160 (2021). 

3.  Lu Yang, Gongping Yang, Xiaoming Xi, Kun Su, Qing Chen, Yilong Yin: Finger Vein Code: From Indexing to Matching. IEEE Transactions on Information Forensics and Security. 14(5): 1210-1223 (2019). 

4.  Lu Yang, Gongping Yang, Yilong Yin, Xiaoming Xi: Finger Vein Recognition with Anatomy Structure Analysis. IEEE Transactions on Circuits and Systems for Video Technology 28(8): 1892-1905 (2018). 

5. Yuwen Huang, Gongping Yang, Kuikui Wang, Haiying Liu, YilongYin. Robust Multi-feature Collective Non-Negative Matrix Factorization for ECG Biometrics. Pattern Recognition. DOI:10.1016/j.patcog.2021.108376.

6.  Kuikui Wang,Gongping Yang,Yuwen Huang,Yilong Yin. Multi-Scale Differential Feature for ECG Biometrics with Collective Matrix Factorization.Pattern Recognition. 102: 107211(2020). 

7.  Haiying Liu, Gongping Yang, Lu Yang, Kun Su,Yilong Yin. Anchor-Based Manifold Binary Pattern for Finger Vein Recognition. SCIENCE CHINA Information Sciences. 62(5): 52104:1-52104:16 (2019). 

8.  Yuwen Huang, Gongping Yang, Kuikui Wang, Haiying Liu,Yilong Yin. Multi-scale Deep Cascade Bi-forest for ECG Biometric Recognition. Journal of Computer Science and Technology. 2021, 36 (3): 617-632. 

9.  Haiying Liu, Gongping Yang, Lu Yang,Yilong Yin. Learning personalized binary codes for finger vein recognition. Neurocomputing. 365: 62–70 (2019).

10.  Kun Su, Gongping Yang, Bo Wu, Lu Yang, Su Peng,Li Dunfeng,Yilong Yin.Human Identification using Finger Vein and ECG signals.Neurocomputing. 332:111-118(2019)

11.  Qing Chen, Lu Yang, Gongping Yang, Yilong Yin: Geometric shape analysis based finger vein deformation detection and correction. Neurocomputing 311: 112-125(2018)

12.  Lu Yang, Gongping Yang, Yilong Yin, Xiaoming Xi: Exploring soft biometric trait with finger vein recognition. Neurocomputing 135: 218-228(2014)

13.  Kun Su,Gongping Yang,Lu Yang,Peng Su,Yilong Yin. Non-negative locality-constrained vocabulary tree for finger vein image retrieval Frontiers of Computer Science. 2019, 13(2): 318–332. 

14.  Yuwen Huang, Gongping Yang, Kuikui Wang, Yilong Yin: Multi-view discriminant analysis with sample diversity for ECG biometric recognition. Pattern Recognition Letters 145: 110-117 (2021) 

15.  Kun Su, Gongping Yang, Lu Yang, Dunfeng Li, Peng Su, Yilong Yin. Learning binary hash codes for finger vein image retrieval. Pattern Recognition Letters 117:74–82 (2019)  

16.  Rui Li; Gongping Yang; Kuikui Wang; Yuwen Huang; Feng Yuan; Yilong Yin. Robust ECG Biometrics Using GNMF and Sparse Representation. Pattern Recognition Letters 129:70–76 (2020). 

17.  Jingxiao Xu,Gongping Yang,Kuikui Wang,Yuwen Huang,Haiying Liu,Yilong Yin. Structural Sparse Representation with Class-Specific Dictionary for ECG Biometric Recognition. Pattern Recognition Letters. 135 (2020) 44–49. 

18.  Xinjing Song, Gongping Yang, Kuikui Wang, Yuwen Huang, Feng Yuan and Yilong Yin. Short Term ECG Classification with Residual-Concatenate Network and Metric Learning. Multimedia Tools and Applications. 79(31): 22325-22336(2020)

19.  Lizhen Zhou, Gongping Yang, Yilong Yin, Lu Yang, Kuikui Wang: Finger Vein Recognition Based on Stable and Discriminative Superpixels. International Journal of Pattern Recognition and Artificial Intelligence 30(6): 1-22 (2016) 

20.  Lumei Dong, Gongping Yang, Yilong Yin, Xiaoming Xi, Lu Yang, Fei Liu: Finger Vein Verification with Vein Textons. International Journal of Pattern Recognition and Artificial Intelligence 29(4) (2015) 


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