BIOGRAPHY

I am a first-year PhD student in Computer Science from Khoury College at Northeastern University, advised by Prof. Rose Yu. I received my Bachelor degree of Science in Applied Mathematics from Huazhong University of Science and Technology. My research interests include spatiotemporal learning and the interplay between deep learning and partial differential equations.

Publications

Incorporating Symmetry into Deep Dynamics Models for Improved Generalization
Rui Wang*, Robin Walters*, Rose Yu.
Under review at ICML 2020
Towards Physics-informed Deep Learning for Turbulent Flow Prediction
Rui Wang, Karthik Kashinath, Mustafa Mustafa, Adrian Albert, Rose Yu.
Under review at KDD 2020, Oral Presentation at ML4PS, Climate Informatics 2019
Prediction of Alzheimer's disease-associated genes by integration of GWAS summary data and expression data
Sicheng Hao*, Rui Wang*, Yu Zhang, Hui Zhan.
Frontiers in Genetics 2018

Experiences

Machine Learning Research Intern

2019.05 - 2019.08
Lawrence Berkeley National Laboratory, Berkeley, CA
  • Towards physics-informed deep learning for turbulent flow prediction

Research Assistant

2019.01 - 2019.04
Northeastern University, Boston, MA
  • Long-term forecast of patients’ aortic pressure with deep sequence learning.

Teaching Assistant

2019.01 - 2019.04
Northeastern University, Boston, MA
  • Special topics in artificial intelligence

Data Science Co-op

2018.07 - 2018.12
Abiomed Inc., Danvers, MA
  • Left ventricular volume estimation and prediction with seq2seq models.
  • Healthy Heart Index: patients’ survival probability prediction model based on SVM.

Content Editor

2018.09 - 2018.12
Northeastern University, Boston, MA
  • Game Data Science

Research Assistant

2018.04 - 2018.11
Northeastern University, Boston, MA
  • A new scheme based on Beta-Binomial model for evaluating TRACE data.

Awards/Honors

- Graduate Fellowship (2019)
- Wayfair Datathon 3rd Place (2018)
- Outstanding Graduate (2017)
- Scholarship for Outstanding Learning (2013 - 2017)
- National Scholarship (2014)

Skills & Proficiency

Python & Pytorch

Tensor Flow & Keras

C & C++ & C# & SQL

Matlab & JavaScript