CV
Education
- B.S. in Mathematics and Applied Mathematics, South China University of Technology, 2018-2022
- M.S. in Computer Science and Technology, Shenzhen University, 2022-2025(expected)
Work experience
- 2020-2021: Student Assistant
- School of Mathematics, South China University of Technology
- Duties included: Assist teachers in handling educational affairs
Skills
- Research Interests: Graph Neural Networks (GNNs), Large Language Models (LLMs), and Support Vector Machines (SVMs).
- Programming Languages: Python, C/C++, MATLAB, PASCAL, SQL.
- Solve the $3 \times 3$ Rubik’s Cube in 10 seconds.
- Table tennis, basketball, badminton.
- Origami paper by hand.
Publications
- Liang G, Lai Z, Kong H. Support vector machine with discriminative low‐rank embedding. CAAI Transactions on Intelligence Technology, 2024.
- Lai Z, Liang G, Zhou J, et al. A Joint Learning Framework for Optimal Feature Extraction and Multi-class SVM. Information Sciences, 2024.
Service and leadership
- 2015-2017: President of Rubik’s Cube of Nanhai Middle School
- Nanhai Middle School
- Duties included: Create clubs, organize competitions, and carry out activities
- 2019-2020: Vice Minister of Academic Department
- South China University of Technology
- Duties included: Organize academic lectures, and organize mathematical modeling competitions
- 2019-2020: Vice Minister of Qisehua Volunteer Service Team
- South China University of Technology
- Duties included: Account management, material management, organizing or participating in voluntary activities, such as going to the countryside to support education, etc.