Jia Duan 段佳

Ph.D. Student

1         Experience

  • Research Assistant, University of Macau, Macau, China, Nov. 2014 – Aug. 2015

2         Education

  • D. in Computer Science, University of Macau, Macau, China, Aug. 2015 – present
  • Visiting Student Researcher in Intelligent Information Processing Laboratory, Department Of Electronic Engineering, Tsinghua University, China, Jun. 2012 – Jan. 2014
  • Master in Software Engineering, University of Macau, Macau, China, Aug. 2011 – Aug. 2014
  • Bachelor in Software Engineering, Chongqing University, Chongqing, China, Sep. 2007 – Jul. 2011

3         Award

4         Research

4.1        Research Interests

  • Privacy-preserving computations
  • Privacy-preserving deep learning
  • Security of cloud computing

4.2        Research Projects

5         Publication

5.1        Journal paper

  1. Duan, J. T. Zhou and Y. M. Li, “Secure and Verifiable Outsourcing of Large-Scale Nonnegative Matrix Factorization (NMF)”, to appear in IEEE Trans. on Services Computing (T-SC), 2019.
  2. Duan, Y. Y. Tang, Z. C. Zhang, C. Y. Guo, and C. Fang, “Camera Calibration and Improved Computation of Fundamental Matrix in Epipolar Geometry,” Applied Mechanics and Materials, vol. 347.  pp. 3624-3628, 2013.
  3. W. Wang, Y. Y. Tang, J. Duan, L. R. Peng, and Z. C. Zhang, “Multi-Class Character Classification with Semi-Supervised Learning Based on Information Entropy,” Applied Mechanics and Materials, vol. 347. pp. 3167-3171, 2013.

5.2        Conference paper

  1. Duan, and J. T. Zhou, “Privacy-preserving Distributed Deep Learning Based on Secret Sharing,” In Proceedings of International Conference on Advanced Technology Innovation, Sapporo, Hokkaido, Japan, 2019.
  2. Zhang, J. Duan, and J. T. Zhou, “A Robust Secret Sharing QR Code via Texture Pattern Design,” In Proceedings of APSIPA Annual Summit and Conference (ASC-18), 2018, pp. 903-907.
  3. Duan, J. T. Zhou, and Y. M. Li, “Secure and Verifiable Outsourcing of Nonnegative Matrix Factorization (NMF),” In Proceedings of ACM Workshop on Information Hiding and Multimedia Security (IH&MMSec-16), 2016, pp. 63-68.
  4. Duan, Y. Y. Tang, C. Y. Guo, C. Fang, X. C. Hu, “Boundary Expansion: A Hidden Surface Removal Method Based on Boundary Detection for Discrete Points,” In Proceedings of International Conference on Wavelet Analysis and Pattern Recognition, 2013, pp. 110-114.
  5. Y. Guo, Y. Y. Tang, C. S. Liu, and J. Duan, “A Japanese OCR Post-Processing Approach Based on Dictionary Matching,” In Proceedings of International Conference on Wavelet Analysis and Pattern Recognition, 2013, pp. 22-26.

5.3        Patents

6         Service

7         Contact Details

Faculty of Science and Technology

University of Macau, E11

Avenida da Universidade, Taipa,

Macau, China

Room: E11-2024a

Telephone: (853) 6323-5882

Fax:

Email: YB57409@um.edu.mo