• Adversarial Recurrent Time Series Imputation 

      Shuo, Yang; Dong, Minjing; Wang, Yunhe; Xu, Chang
      Published 2020
      For the real-world time series analysis, data missing is a ubiquitously existing problem due to anomalies during data collecting and storage. If not treated properly, this problem will seriously hinder the classification, ...
      Open Access
      Article
    • Packing Convolutional Neural Networks in the Frequency Domain 

      Wang, Yunhe; Xu, Chang; Xu, Chao; Tao, Dacheng
      Published 2019
      Deep convolutional neural networks (CNNs) are successfully used in a number of applications. However, their storage and computational requirements have largely prevented their widespread use on mobile devices. Here we ...
      Open Access
      Article