CV

Education

• Ph.D. in Computational Mathematics & Electronic Information, South China University of Technology, 2020–Present
  • Advisor: Prof. Delu Zeng
  • CSC-sponsored visiting Ph.D. student at RIKEN AIP, Japan, under Prof. Qibin Zhao
  • First-author papers in ICML (Oral), AAAI, IEEE TNNLS, KBS, etc.
• M.Sc. in Basic Mathematics, South China University of Technology, 2018–2020
  • Advisor: Assoc. Prof. Bingsheng Lin
  • First-Class Academic Scholarship
• B.A. in Business Administration, Communication University of China, 2013–2017
  • National College Student Mathematics Competition Second Prize

Work Experience

• 2023.12–2024.02: Research Assistant
  • National Natural Science Foundation Proposal Support
  • Topic: Intelligent Emergence Mechanisms in Generative AI
  • Advisor: Prof. Delu Zeng

Collaborations

• Columbia University – Collaboration with Prof. John Paisley on Bayesian deep learning, variational inference, and generative models
• RIKEN AIP, Japan – Visiting Ph.D. researcher under Prof. Qibin Zhao, working on diffusion-based Bayesian inference

Skills

• Bayesian Machine Learning
  • Gaussian Processes, Variational Inference, Diffusion Models
• Deep Generative Models
  • Denoising Diffusion, Neural Operators, Stochastic Processes
• Mathematical Foundations
  • Differential Equations, Information Geometry
• Programming: Python (PyTorch, NumPy, SciPy), MATLAB

Service and Leadership

• Co-author on multiple collaborative papers across institutions
• Active reviewer for international ML conferences
• Participant in cross-lab seminars between SCUT, RIKEN, and Columbia