Resume [download]
The information below may be out of date. Please download the latest version from the link above.
EDUCATION
PhD candidate in Statistics, University of Illinois, Urbana Champaign, IL Sep 2016 – Present
- Research Interest: image data processing, active semi-supervised learning, differential privacy
Bachelor of Science in Mathematics, Fudan University, Shanghai, China June 2012 – June 2016
PUBLICATIONS
Correlation Tensor Decomposition and Its Application in Spatial Imaging Data, Manuscript Sep 2017- Present
- Fast tensor decomposition algorithm captures the correlation and spatial information of the imaging data
- Improve the diagnosis accuracy by detecting the tumor-associated molecules
Predicting the Progression of Nuclear Severe Accidents with Deep Learning Systems, Submitted July 2019
- Use deep neural network in prediction of the nuclear facility accidents in time series form
RESEARCH
Active Semi-supervised Clustering via Optimal Projection Direction Ongoing
- Sequentially select as minimum as possible labels to do clustering, especially for high-dimensional data
Convolutional Neural Networks for Text Categorization via Region Embedding Aug 2017- Dec 2017
- Apply CNN to document classification via two-stage learning
- Propose new structure to achieve two-view embedding during text-to-image procedure
Special time series prediction based on Gaussian Process Regression (Bach. Degree Thesis) Jan 2016 – June 2016
- Use auto-detected change points as pivotal markers to deal with time-series
- Predict the traffic flow with repeated patterns and special events
Text mining: Non-negative Matrix Factorization (NMF) Application in Yelp Reviews Sep 2015 – Dec 2015
- Text clustering performing NMF on term-document matrix with different regularization terms
- Determine the hidden scores of restaurants and improve recommendation
PROFESSIONAL EXPERIENCE
Statistical Consultant, Illinois Statistics Office, Champaign, IL May 2018 – Present
- Sample projects: portfolio optimization, moderation effect analysis of shopping behavior
Instructor: STAT 200 Statistical Analysis, UIUC, IL Spring 2018
- Fundamental statistic course for undergraduate, a class of 50
Programmer, Boehringer-Ingelheim Biometric Department, Shanghai, China Jun 2014 – Aug 2014
- Phase II clinical trial analyzing patient response towards new therapy
- Data cleansing, survival analysis of pharmaceutical efficacy and safety using SAS
AWARDS
- Statistics in Imaging Section Student Paper Competition Runner-up Feb 2019
- Student Poster Award at Statistical Methods in Imaging Conference, UCI June 2019
- Conference Travel Awards for Graduate Students, Graduate College, UIUC May 2018
SKILLS
- R (advanced), MATLAB (advanced), Python (intermediate), SAS (intermediate)