Yuanyuan Chen
  • Biography
    • Sept.2000 to June 2004: B.S Degree in Automation from University of Electronic Science and Technology of China.
    • Sept.2004 to Mar. 2007: M.S Degree in Pattern Recognition & Intelligent System from Shanghai Jiao Tong University. Supervisor: Pengfei Shi.
    • Sept. 2010 to Dec. 2015: Ph.D. Degree in Machine Intelligence from Sichuan University. Supervisor: Zhang Yi, IEEE Fellow.
    • Currently, she is a lecturer in College of Computer Science, Sichuan University. And she is a member of Machine Intelligence Lab.

  • Research Interests
    • Neural networks
    • Deep learning
    • Subspace clustering
    • Artificial intelligence
    • Intelligent medicine

  • Selected Publications
    • Yuanyuan Chen and Zhang Yi, Locality-constrained least squares regression for subspace clustering, Knowledge-Based Systems. Available online 16 August 2018.
    • Junjie Hu, Yuanyuan Chen, Jie Zhong, Rong Ju, and Zhang Yi, Automated Analysis for Retinopathy of Prematurity by Deep Neural Networks. Early Access, IEEE Transactions on Medical Imaging.
      DOI:10.1109/TMI.2018.2863562
    • Jianyong Wang, Rong Ju, Yuanyuan Chen, Lei Zhang, Junjie Hu, Yu Wu, Wentao Dong, Jie Zhong, Zhang Yi, Automated Retinopathy of Prematurity Screening Using Deep Neural Networks, EBioMedicine, In Press, 2018
    • Yuanyuan Chen, Lei Zhang and Zhang Yi, Subspace clustering using a low-rank constrained autoencoder. Information Sciences. 2018, 424: 27-38.
    • Jianyong Wang, Lei Zhang, Yuanyuan Chen, and Zhang Yi, A New Delay Connection for Long Short-Term Memory Networks. International Journal of Neural Systems, 2017, 28(3):1750061.
    • Yuanyuan Chen, Lei Zhang and Zhang Yi, A Novel Low Rank Representation Algorithm for Subspace Clustering. International Journal of Pattern Recognition and Artificial Intelligence.2016, 30(04): 1650007-(01-16).
    • Yuanyuan Chen, Lei Zhang and Zhang Yi, Nearest Convex Hull Classification by using Lotka-Volterra Recurrent Neural Networks. Neurocomputing, 2014, 138(11): 157-166.

  • Teaching
    • Introduction to Artificial Intelligence
    • Digital Logic: Applications and Design
    • Digital Image Processing
Last update time [ 2018-11-05 12:00:00 ]