Title:Professor
Supervisor of Doctorate Candidates
Supervisor of Master's Candidates
Email: gpyang@sdu.edu.cn
DBLP: https://dblp.org/pid/82/5012
ORCID：https://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 |
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Major: Computer Software and Theory |
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09/1999~12/2001 |
Degree: Master |
University: Shandong University, China |
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Major: Computer Software and Theory |
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09/1988~07/1992 |
Degree: Bachelor |
Shandong University, China |
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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 |
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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 (CCML2013-20223） |
Chinese Conference on Data Mining (CCDM2015-2022) |
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| CCF Conference on Artificial Intelligence (CCFAI2015-2022) | |
| Chinese Conference on Pattern Recognition and Computer Vision (PRCV2018-2022) | |
Chinese Conference on Biometric Recognition(CCBR2012-2022) |
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| Program Co-Chair | The 2nd International Conference on Image, Vision and Intelligent Systems(ICIVIS 2022) |
The 1st Shandong Conference on Artificial Intelligence (SDAI2018) |
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| 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) |
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The 12th China Conference on Machine Learning (CCML2010) |
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| Editorial Board Member | Journal of Intelligent & Fuzzy Systems |
| Journal of Electronic Imaging | |
| International Journal on Artificial Intelligence Tools | |
| 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
01/2020~12/2022 |
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)
Mingsong Li, Yikun Liu, Tao Xiao, Yuwen Huang, Gongping Yang. Local-Global Transformer Enhanced Unfolding Network for Pan-sharpening. IJCAI 2023: 1071-1079
Hao Wang, Ruifan Zhang, Mingyao Feng, Yikun Liu and Gongping Yang. Global Context-based Self-Similarity Feature Augmentation and Bidirectional Feature Fusion for Surface Defect Detection. IEEE Transactions on Instrumentation and Measurement. 72: 1-12 (2023)
Ruifan Zhang, Hao Wang, Mingyao Feng, Yikun Liu and Gongping Yang. JRCC-Net: A Segmentation Network with Joint Representation and Contrast Clustering for Surface Anomaly Detection. IEEE Transactions on Instrumentation and Measurement. 72: 1-14 (2023)
Mingsong Li, Wei Li, Yikun Liu, Yuwen Huang, and Gongping Yang. Adaptive Mask Sampling and Manifold to Euclidean Subspace Learning with Distance Covariance Representation for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing. 61: 1-18 (2023)
Tao Xiao, Yikun Liu, Yuwen Huang, Mingsong Li, and Gongping Yang. Enhancing Multi-scale Representations with Transformer for Remote Sensing Image Semantic Segmentation. IEEE Transactions on Geoscience and Remote Sensing. 61: 1-16 (2023)
Mingsong Li, Yikun Liu, Guangkuo Xue, Yuwen Huang, and Gongping Yang. Exploring the Relationship between Center and Neighborhoods: Central Vector oriented Self-Similarity Network for Hyperspectral Image Classification. IEEE Transactions on Circuits and Systems for Video Technology. 33(4): 1979-1993 (2023)
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)
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(1): 147-160 (2021)
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)
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)
Yuwen Huang, Gongping Yang, Kuikui Wang, Haiying Liu, Yilong Yin. Robust Multi-feature Collective Non-Negative Matrix Factorization for ECG Biometrics. Pattern Recognition. 123:108376 (2022)
Kuikui Wang,Gongping Yang,Yuwen Huang,Yilong Yin. Multi-Scale Differential Feature for ECG Biometrics with Collective Matrix Factorization.Pattern Recognition. 102: 107211(2020)
Qianhui Liu, Yan Zhang and Gongping Yang. Small Unopened Cotton Boll Counting by Detection with MRF-YOLO in the Wild. Computers and Electronics in Agriculture. 204 (2023) 107576.
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)
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. 36 (3): 617-632(2021)
Haiying Liu, Gongping Yang, Lu Yang,Yilong Yin. Learning personalized binary codes for finger vein recognition. Neurocomputing. 365: 62–70 (2019)
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)
Qing Chen, Lu Yang, Gongping Yang, Yilong Yin: Geometric shape analysis based finger vein deformation detection and correction. Neurocomputing 311: 112-125(2018)
Lu Yang, Gongping Yang, Yilong Yin, Xiaoming Xi: Exploring soft biometric trait with finger vein recognition. Neurocomputing 135: 218-228(2014)
Yikun Liu, Xudong Kang, Yuwen Huang, Kuikui Wang, Gongping Yang. Unsupervised Domain Adaptation Semantic Segmentation for Remote Sensing Images via Covariance Attention. IEEE Geoscience and Remote Sensing Letters. 19: 1-5 (2022)
Guangkuo Xue, Yikun Liu, Yuwen Huang, Mingsong Li, Gongping Yang. A3Seg: An Annealing Augmented and Aligned Semantic Segmentation Network for High Spatial Resolution Remote Sensing Images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 15: 5607-5622 (2022)
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.
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)
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)
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)
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.
Gunagkuo Xue, Yikun Liu, Yuwen Huang, Mingsong Li & Gongping Yang. AANet: an attention-based alignment semantic segmentation network for high spatial resolution remote sensing images, International Journal of Remote Sensing, 43:13, 4836-4852(2022)
Tao Xiao, Yikun Liu, Yuwen Huang, and Gongping Yang. MFRNet: A Multipath Feature Refinement Network for Semantic Segmentation in High-Resolution Remote Sensing Images. Remote Sensing Letters. 13:12, 1271-1283(2022)
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)
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