Education

1. (Current) PhD in Mathematics of Systems

   University of Warwick October 2021 – Present
   • My research focuses mainly on counting, under the supervision of Prof Victor Sanchez and Dr Tanaya Guha. We have published one paper on ICIP 2022.
   • In the Ford-Warwick URP led by Dr. Tanaya Guha, we also investigated on multi-view multimodal driver anomaly detection and published one paper on CVPRW 2023.
   • In our recent work, we have also explored CLIP’s capability for accurate counting and uploaded the paper CLIP-EBC: CLIP Can Count Accurately through Enhanced Blockwise Classification to arXiv.
   • Now, we are interested in investigating CLIP’s capability for zero-shot object counting.
   Read about CLIP-EBC

2. MSc in Mathematics of Systems

   University of Warwick September 2020 – September 2021

   I finished this MSc programme with distinction. Courses focused on machine learning, data analysis and mathematical modelling. I have also conducted the following two research projects:

   • Group project: Prediction of Oestrus Intervals for Guide Dogs, supervised by Prof Colm Connaughton. This project is about predicting the next oestrus intervals of guide dogs based on features such as breeds, ages, foods, etc.
   • Individual Project: Digital Twins of Urban Crowds, supervised by: Prof Victor Sanchez and Dr Tanaya Guha. This project aims to utilize a single traffic camera feed to develop an end-to-end deep network that estimates the crowd density in a given scene in near real-time.

3. BSc in Mathematics and Applied Mathematics

   Souther University of Science and Technology September 2016 – June 2020
   • Courses (GPA: 92.18/100):
     • Pure Maths: Mathematical Analysis, Linear Algebra, Real Analysis, Complex Analysis, Functional Analysis, Fourier Analysis, Ordinary Differential Equations, Partial Differential Equations.
     • Applied & Computational Maths: Probability Theory, Numerical Analysis, Numerical PDEs, Convex Optimization.
     • Statistics: Mathematical Statistics, Statistical Linear Models, Computational Statistics.
   • Awards: the 1st (2019), 2nd (2017), 3rd (2018) Class of the Merit Student Scholarships.