Projects:

  1. “Deep Learning for Mining Protein-Binding Motifs in Nucleic Acids,” Chinese-Korea International Cooperation Projects ofNSFC, 1.92Million RMB, 2019.1-2021.12 (61861146002, De-Shuang Huang).
  2. “The Study of Computational Methods for Analyzing the Relationship Between Genomic Non-Coding Variants and TF Regulatory Activities,” Key Project of National Natural Science Foundationof China, 2.7 Million RMB, 2018.1-2022.12 (61133010, De-Shuang Huang).
  3. “The Study of Constructing and Analyzing Methods of Gene Regulatory Networks Based on Probabilistic Graphical Model”, Key Project of International Cooperation and Exchanges NSFC, 2.45Million RMB, 2016.1-2020.12 (61532008, De-Shuang Huang).
  4. “The Study of Computational Methods for the Discovery of Transcription-Factor-Binging-Site Motifs”, National Natural Science Foundation of China, 0.63Million RMB, 2016.1-2019.12 (31571364, De-Shuang Huang).
  5. “Pattern Extraction and Analysis in High-throughput Microbiome Data”, Key project of National Natural Science Foundation of China, 2.9Million RMB, 2016.1-2020.12 (61532008, Xiaohua Hu, De-Shuang Huang).
  6. “The Study of Key Technology of Integration and Analysis of Microbial Group Data”, National High Technology Research and Development Program of China(863 Project), 0.47Million RMB, 2014.1-2015.12 (2014AA021502, De-Shuang Huang).
  7. “The Study of Key Technology of Index, Search and Storage of Biological Big Data Expression”, National High Technology Research and Development Program of China(863 Project), 0.50 Million RMB, 2015.1 – 2016.12 (2015AA020101, De-Shuang Huang).
  8. “The Study of Methods of Multi-scale Analysis for the Functional Modules in Tissue-specific Protein-protein Interaction Network,” Natural Science Foundation of China, 0.16 Million RMB, 2016.1-2016.12 (61572364,De-Shuang Huang).
  9. “The Study of Robust Steganography Methods of H. 265 Videos without Intra-frame Distortion Drift“, Natural Science Foundation of China, 0.68 Million RMB, 2016.1-2019.12 (61572447,Yun-Xia Liu, De-Shuang Huang).
  10. “The 2014 Annual International Conference on Intelligent Computing,” Natural Science Foundation of China, 0.04 Million RMB, 2014.07-2014.09 (61410306035, De-Shuang Huang).
  11. “Interaction between Virus and Human Protein Forecast Method Research,” Chinese-Korea International Cooperation Projects, 0.16 Million RMB, 2014.7-2016.6 (61411140249, De-Shuang Huang).
  12. “The Study of Construction Methods of Gene Regulatory Networks,” the PhD Programs Foundation of Ministry of Education of China, 0.12 Million RMB, 2013.1-2014.12 (20120072110040, De-Shuang Huang).
  13. “The Study of Protein-Protein Interaction and Protein Function Prediction Methods Based on Machine Learning,” Key Project of National Natural Science Foundationof China, 2.8 Million RMB, 2012.1-2016.12 (61133010, De-Shuang Huang).
  14. “The Study of Protein-Protein Interaction Prediction Methods Based on the Integration of Multiple Classifiers and the Calibration for Manifold Learning,” National Natural Science Foundationof China, 0.35 Million RMB, 2011.1-2013.12 (31071168, De-Shuang Huang).
  15. “Chinese-Korea Bilateral Conference,” Natural Science Foundation of China: 0.068 Million RMB, 2009.1-2009.12 (30900321,De-Shuang Huang) (Finished).
  16. “The Study of Novel Feature Extraction and Classification Methods in Highly Complex and Hetero-structured Data,” Natural Science Foundation of China: 0.34 Million RMB, 2009.1-2011.12 (60873012, De-Shuang Huang).
  17. “Mathematical Modeling and Machine Learning of Non-Constructed Data,” National Basic Research Development Program of China (973 Program), 0.7 Million RMB, 2008.1-2012.12 (2007CB311002, De-Shuang Huang) .
  18. “The Study of Several Key Problems of Highly Complex and Hetero-Constructed Data in Pattern Recognition,”National High Technology Research and Development Program of China (863 Program), 0.9 Million RMB,1-2009.12(2007AA01Z167, De-Shuang Huang).
  19. “Computational Analysis of Protein-Protein Interactions”, Joint Research Project under The KOSEF-NSFC Cooperative Program: 0.04 Million RMB, 2007.6.1-2009.5.31 (30711140358, De-Shuang Huang).
  20. “The Analysis and Modeling in Multiple Tools of Coding Rules with Learning and Memory in Colony Spiking Activities of Hippocampus,” The Guide Project of Innovative Base of CAS, 1.0 Million RMB,1-2009.12 (KSCX1-YW-R-30, De-Shuang Huang).
  21. “The Study of Coding Rules with Learning and Memory in Colony Neurons of Hippocampi of Small Rats,” Oversea Outstanding Scholars Fund of CAS, 0.5 Million RMB,7-2008.7 (Zhuo Qian, De-Shuang Huang).
  22. “The Study of Kernel Methods in Protein Homology Detection,” Natural Science Foundation of China: 0.20 Million RMB, 2006.1-2008.12 (30570368, De-Shuang Huang).
  23. “The Study of Coding Rules with Learning and Memory in Colony Neurons of Hippocampus of Small Rats,” Oversea Outstanding Scholars Fund of CAS, 0.5 Million RMB,7-2008.7.
  24. “The Study of a Novel Constrained Learning Algorithm Encoded by the a Priori Information from Problems,” Natural Science Foundation of China: 0.24 Million RMB, 2005.1-2007.12 (60472111, De-Shuang Huang).
  25. “The Genetic Selectivity and Optimization of Radial Basis Probabilistic Neural Networks,” Natural Science Foundation of China: 0.17 Million RMB,1-2003.12(De-Shuang Huang).
  26. The Dedicated Grant for the Recipient of “Hundred Talents Program of CAS”: 2 Million RMB, 2001.3-2004.3 (De-Shuang Huang).
  27. “The Structure Optimization of Feedforward Neural Network Classifiers Based on Information Entropy Theory,” Natural Science Foundation of China: 0.125 Million RMB, 1998.1-2000.12 (De-Shuang Huang).
  28. “The Study of Generalization Capability of Feedforward Neural Network Classifiers,” Postdoctor Scientific Research Grant of China (June 1996-June 1997).
  29. “The Study of Multimedia Data Compression Technique,” Postdoctor Scientific Research Grant of China (November 1994-November 1995).