Teaching

Plan

I am planning to design a course on machine learning for spatiotemporal data analysis, the course will cover

1. Autoregressive Models for Time sereis 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)



Course

- Database System , Spring Seminar, College of Computer Science (Software), Sichuan University (For Undergraduate Student)

- Analysis and Design of Information System, Fall Seminar, College of Computer Science (Software), Sichuan University (For Undergraduate Student)

- Analysis and Design of Hospital Information System, Fall Seminar, West China School of Public Health, Sichuan University (For Undergraduate Student)

Academic activities

- I am managing the Wangjiang Intelligence - Tao（问道). We often invite researches to give lectures about intelligent transportation systems, air traffic management, machine learning, digital twin and so on. Some past videos can be found below: