Biography
I am a PhD student in Probability and Mathematical Statistics at Beijing Normal-Hong Kong Baptist University, supervised by Prof. Jianxin Pan. Prior to joining BNBU, I received my Master's degree from Hong Kong Baptist University (HKBU) and Bachelor's degree from Henan University.
My research focuses on developing efficient computational methods for complex statistical models, with particular emphasis on:
- High-performance algorithms for large-scale statistical computing
- Optimization methods in statistical inference
- Statistical software development (R packages)
- Applications in medical data analysis and bioinformatics
I am passionate about bridging theoretical advances with practical applications through innovative computational solutions. Outside of research, I enjoy running 🏃 and swimming 🏊. Feel free to reach out for academic collaborations or discussions!
Research Interests
Statistical Computing
- Large-scale statistical computation optimization
- Efficient algorithms for complex statistical models
- High-dimensional data analysis methods
Software Development
- R package development for statistical methods
- High-performance computing tools
- User-friendly statistical interfaces
Biostatistics
- Clinical trial data analysis
- Medical imaging statistics
- Healthcare data modeling
Teaching Experience
Teaching Assistant
Beijing Normal-Hong Kong Baptist University (2022-Present)
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Linear Algebra
- Led weekly tutorial sessions and provided one-on-one student support
- Developed supplementary learning materials and practice problems
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Sampling Survey
- Assisted with course material preparation and grading
- Conducted practical workshops on survey methodology
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Business Analytics
- Guided students through data analysis projects
- Facilitated hands-on sessions using statistical software
Awards & Honors
- Graduate First-Class Scholarship, BNBU, 2022
Blog
Understanding Self-Attention in Transformer Models
November 15, 2024
A comprehensive exploration of the self-attention mechanism in Transformer architectures, discussing its mathematical foundations and practical implementations.
Read MoreContact
Email: lilikang@uic.edu.cn
GitHub: github.com/likangmax
Location: Beijing Normal-Hong Kong Baptist University, Zhuhai, China