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Professor Deshuang Huang


Dr. Deshuang Huang 

Professor Doctoral Supervisor 

University Email: dshuang@eitech.edu.cn 

 

Education 

1989-1993: PhD, Institute of Electronic Engineering, Xidian University 

1986-1989: Master, Department of Electronic Technology, National University of Defense Technology 

1982-1986: Bachelor, Department of Radar Engineering, National University of Defense Technology (formerly PLA Electronics Engineering College) 

 

 

Current Position 

Eastern Institute of Technology, Ningbo (tentative name), professor 

 

Research direction 

Neural networks, Pattern recognition, Bioinformatics, Data mining and image processing 

 

Research and publication 

  1. Qinhu Zhang, Ying He, Siguo Wang, Zhanheng Chen, Zhenhao Guo, Zhen Cui, Qi Liu, and D.S.Huang, "Base-resolution prediction of transcription factor binding signals by a deep learning framework," PLOS Computational Biology, 2022, 18(3): e1009941. 

  1. Qinhu Zhang, Siguo Wang, Zhanheng Chen, Ying He, Qi Liu, D.S.Huang, "Locating transcription factor binding sites by fully convolutional neural network," Briefings in Bioinformatics, 22(5): bbaa435, 2021. 

  1. Zhen Shen, Suping Deng, D.S.Huang, “RNA-Protein binding sites prediction via multi- scale convolutional gated recurrent unit networks,” IEEE Transactions on Computational Biology and Bioinformatics, vol.17, no.5: 1741-1750, 2020. 

  1. Xing-Ming Zhao, Ke-Qin Liu, D.S.Huang, “Identifying cancer-related microRNAs based on gene expression data,” Bioinformatics, oi:10.1093/bioinformatics/btu811, 31 (8): 1226-1234, 2014. 

  1. Zhu-Hong You, Ying-Ke Lei, D.S.Huang, and Xiaobo Zhou, “Using manifold embedding for assessing and predicting protein interactions from high-throughput experimental data,” Bioinformatics, 26(21):2744-2751, 2010. 

  1. Xiao-Feng Wang, D.S.Huang and Huan Xu, "An efficient local Chan-Vese model for image segmentation," Pattern Recognition, vol. 43, no.3, pp. 603-618, 2010. 

  1. Bo Li, D.S.Huang, Chao Wang and Kun-Hong Liu, “Feature extraction using constrained maximum variance mapping,” Pattern Recognition, vol.41, no.11, pp. 3287-3294, 2008. 

  1. D.S.Huang, Ji-Xiang Du, “A constructive hybrid structure optimization methodology for radial basis probabilistic neural networks,” IEEE Transactions on Neural Networks, vol. 19, no.12, pp 2099-2115, 2008. 

  1. D.S.Huang, Chun-Hou Zheng, “Independent component analysis based penalized discriminant method for tumor classification using gene expression data,” Bioinformatics, vol.22, no.15, pp.1855-1862, 2006. 

  1. D.S.Huang, “A constructive approach for finding arbitrary roots of polynomials by neural networks,” IEEE Transactions on Neural Networks, vol.15, no.2, pp.477-491, 2004. 

 

Academic awards 

2018: First Prize (ranked first) of the 2018 Wu Wenjun Artificial Intelligence Science and Technology Progress Award 

2016: First Prize (ranked first) of the 2016 Ministry of Education Natural Science Award 

2010: First Prize (ranked first) of the 2010 Anhui Natural Science Award 

1997: Second Prize (sole winner) of the 1997 8th National Outstanding Science and Technology Book Award 

 

Professional memberships 

2024: Foreign Academician or Full Member of the Russian Academy of Engineering 

2023: Foreign Member of the Russian Academy of Engineering 

2022: Fellow of the Asia-Pacific Association for Artificial Intelligence 

2021: Fellow of the Institute of Electrical and Electronics Engineers 

2014: Fellow of the International Association for Pattern Recognition 

 

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