CV
General Information
Education
- 09/2017 - 07/2022
Ph.D.
Michigan State University, East Lansing, MI
- Applied Mathematics
- Advisor Prof. Guowei Wei
- 09/2013 - 06/2017
B.S.
Xi'an Jiaotong University, Xi'an, Shaanxi, China
- Mathematics and Applied Mathematics (Honors Science Program)
Experience
- 12/2023 - Present
Simons Center Postdoctoral Fellow
New York University, New York City, NY
- 08/2022 - 10/2023
Visiting Assistant Professor
Michigan State University, East Lansing, MI
- 01/2019 - 08/2022
Research Assistant
Michigan State University, East Lansing, MI
- 08/2017 - 12/2018
Teaching Assistant
Michigan State University, East Lansing, MI
- 01/2016 - 05/2016
Exchange Student
Michigan State University, East Lansing, MI
Packages Developed
- 2023
SGNC
- A package for designing highly druggable anti-cocaine addiction compounds using Stochastic-based Generative Network Complex.
- 2021
HERMES
- A package for simultaneous topological data analysis (persistent Betti numbers) and geometric data analysis (persistent eigenvalues).
- 2019
Machine Learning Tutorial
- A series of Python coding tutorial for 16 machine learning algorithms.
Website Developed
- 2021
MutationAnalyzer
- An interactive website for analyzing Spike protein RBD mutations.
- 2020
MutationTracker
- An interactive website for tracking SARS-CoV-2 mutations.
Honors and Awards
- 12/2023
- Simons Center Postdoctoral Fellowship
- 07/2022
- SIAM Conference on the Life Sciences (LS22) Travel Award
- 05/2022
- College of Natural Science Completion Fellowship
- 05/2022
- Dr. Paul and Wilma Dressel Endowed Scholarship
- 04/2020
- Herbert T. Graham Scholarship Award
- 10/2019
- SCMLLS Travel Support Fund
- 05/2019
- College of Natural Science Continuation Fellowship
Research Interests
-
Computational Topology and Graphs
- Persistent Laplacians, Persistent Path Laplacians
- Geometric Graph Learning
-
Mathematical Modeling of Infectious Disease
- Artificial intelligence forecasting of emerging infecious variants
-
Genomics analysis
- DNA sequencing; single-nucleotide polymorphism (SNP) calling
- UMAP-assisted clustering of large-scale SARS-CoV-2 mutation datasets
-
Machine Learning
- Convolution neural network(CNN); Multitask learning; Autoencoder; Generative Adversarial network (GAN)
- Long Short Term Memory network (LSTM); Gated Recurrent Units (GRU) Transfer learning
- U-Net, Clustering
Programming Languages
- Python, MATLAB, JavaScript, BASH, C++, MATHEMATICS
Molecular Visualization and Computer Graphics Softwares
- VMD, ChimeraX, PyMOL, Blender, Illustrator