Senior Researcher

Microsoft Research Asia

About Me

I am currently a senior researcher at Microsoft Research Asia (MSRA), Machine Learning Group, headed by Prof. Tie-Yan Liu. I received my Ph.D. degree from Institute for Interdisciplinary Information Sciences (IIIS) at Tsinghua University in 2018, under the supervision of Prof. Jian Li. Before that, I received the B. Sc degree from Department of Computer Science at Wuhan University in 2013.

I have a wide range of research interests on applied machine learning, including Time Series Forecasting, Intelligent Health-Care, Logistics Optimization etc. In the past years, we co-worked with many leading companies in various fields to explore the opportunities of AI in the corresponding scenarios, including China-AMC, Shunfeng Tech, Humana and Sanofi, etc.

HIRING: I am seeking for self-motived interns who have interests on time series, tabular data and autoML. Feel free to contact me if you are interested.

Interests
  • Time Series Forecasting
  • Graph Neural Network
  • Intelligent Health-care
Education
  • PhD in Computer Science, 2018

    Tsinghua University

  • BSc in Computer Science, 2013

    Wuhan University

Experience

 
 
 
 
 
Senior Researcher
Microsoft Research Asia (MSRA)
Jul 2018 – Present Beijing
 
 
 
 
 
Research Intern
Bytedance, AI Lab
Jul 2017 – Oct 2017 Beijing
 
 
 
 
 
Research Intern
Didi Chuxing
Nov 2015 – Jan 2016 Beijing
 
 
 
 
 
Research Intern
Baidu, Bigdata Lab (BDL)
Mar 2015 – Aug 2015 Beijing
 
 
 
 
 
Software Dev Intern
Microsoft, Search Tech Center (STC)
Oct 2012 – Jul 2012 Beijing

Publications

(2021). HierST: A Unified Hierarchical Spatial-temporal Framework for COVID-19 Trend Forecasting. Proceedings of the 30th ACM International Conference on Information & Knowledge Management.

Cite

(2021). Revisiting the evaluation of end-to-end event extraction. Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021.

Cite

Projects

COVID Forecasting

COVID Forecasting

We propose HierST, a hierarchical graph neural network for COVID situation forecasting. The forecasting results could be found on US-CDC website (model name: Microsoft)

Hobby

I am a big fan of sports (as well as my cute wife 😄), especially the cycling. I am a member of Tsinghua Cycling Club. You can find my strava here.