Prof. Yuankai Wu

Teaching

Prof. Yuankai Wu • College of Computer Science, Sichuan University • wuyk0@scu.edu.cn

Course Plan

I am planning a course on machine learning for spatiotemporal data analysis, covering:

  1. Autoregressive Models for Time Series Forecasting
  2. Gaussian Processes for Kriging
  3. Deep Time Series Forecasting Models (DeepAR, DeepSSM, N-BEATS)
  4. Graph Neural Networks for Spatiotemporal Modeling (STGCN, DCRNN, GWave, IGNNK)

Courses

  • Database System Spring • College of Computer Science (Software), Sichuan University • Undergraduate
  • Analysis and Design of Information System Fall • College of Computer Science (Software), Sichuan University • Undergraduate
  • Analysis and Design of Hospital Information System Fall • West China School of Public Health, Sichuan University • Undergraduate