### About me

I’m a Ph.D. candidate working with Prof. Xueqin Wang in the School of Mathematics, SYSU since 2019. I am interested in developing computationally efficient algorithms & softwares with statistical performance guarantees for large scale non-Euclidean/high-dimensional data analysis.

### Publications

- A Polynomial Algorithm for Best-subset Selection Problem. Junxian Zhu, Canhong Wen,
**Jin Zhu,**Heping Zhang, Xueqin Wang. Proceedings of the National Academy of Sciences, Dec 2020, 117 (52) 33117-33123 - Ball: An R package for Detecting Distribution Difference and Association in Metric Spaces.
**Jin Zhu**, Wenliang Pan, Wei Zheng, Xueqin Wang. Journal of Statistical Software, Accepted. - Ball Covariance: A Generic Measure of Dependence in Banach Space. Wenliang Pan, Xueqin Wang, Heping Zhang, Hongtu Zhu,
**Jin Zhu**(2020). Journal of the American Statistical Association, 115:529, 307-317

### Softwares

- Ball: Statistical Inference and Sure Independence Screening via Ball Statistics. R and Python packages.
- BeSS: Best Subset Selection Regression in Linear, Logistic, Poisson and CoxPH Models. R and Python packages.
- cdcsis: Conditional Distance Correlation Based Feature Screening and Conditional Independence Inference. R package.
- fastmit: Fast Mutual Information Based Independence Test. R package
- gif: Graphical Independence Filtering. R package

### Awards

- 2021 Guangdong Industrial Intelligent Manufacturing Innovation Competition – Intelligent Algorithm Competition (Ranked 4% out of more than 4000 teams).
- National scholarship, China, 2020.
- Outstanding (Graduate) Students of Guangdong province, 2019.
- Outstanding Undergraduates of Sun Yat-Sen Province, 2016.
- First-class Scholarship for Outstanding Students of SYSU (Triple times), 2013-2014 & 2014-2015 & 2016-2017.