Likang Li

Bio

I am a PhD student in Probability and Mathematical Statistics at BNU-HKBU United International College, supervised by Prof. Jianxin Pan. Prior to joining UIC, I received my Master's degree from Hong Kong Baptist University (HKBU) and Bachelor's degree from Henan University.

My research lies at the intersection of statistical theory and computational methods, with a particular focus on:

Statistical algorithms for large-scale models
Efficient computing methods in statistics
Development of statistical software packages
Applications in medical data analysis

I am passionate about developing practical statistical tools that bridge theoretical advances with real-world applications.

Outside of research, I enjoy running🏃 and swimming🏊. I'm always open to academic collaborations and discussions!

Research Interests

Primary Research Areas:

Statistical Computing and Algorithms
- Efficient algorithms for large-scale statistical models
- Optimization methods in statistical computing
Statistical Software Development
- R package development
- Statistical computing tools

Application Areas:

Medical data analysis and biostatistics
High-dimensional data analysis

Publications

Li, L., Author2, and Author3. "Title of the Paper." Journal Name, Year. [PDF] [DOI]

Teaching Experience

Teaching Assistant: Linear Algebra, Sampling Survey, Business Analytics

Supported course instructor with lecture material preparation and guided lab sessions.

Awards & Honors

Graduate First-Class Scholarship, UIC, 2022

Blog

解读Transformer 之自注意力机制

November 15, 2024

基于个人对Transformer模型架构的理解，讨论Transformer中的核心 - 自注意力机制。

Contact

Email: lilikang@uic.edu.cn
GitHub: https://github.com/likangmax

Bio