Blogs
Study notes, research materials, and reflections on graduate life.
Notes & reflections
- Lyapunov Stability
Notes on Lyapunov stability.
- Low-Rank Optimization
An ongoing study notebook on low-rank methods.
- High-Dimensional Probability
An ongoing study notebook on high-dimensional probability.
- Optimal Transport
An ongoing study notebook on optimal transport.
- Convex Optimization
An ongoing study notebook on convex optimization.
- OT+OPT Workshop Notes
Notes from the OT+OPT workshop.
- Selected Topics in Modern Digital Signal Processing
Lecture notes from Professor Hao Zhang’s modern digital signal processing course at the University of Chinese Academy of Sciences.
- Stochastic Analysis
Lecture notes from Professor Qing-Tang Wu’s stochastic analysis course at National Chiao Tung University.
- Advanced Probability Theory
Study notes on advanced probability theory.
- Information Theory
Lecture notes from Professor Boning Chen’s information theory course at National Chiao Tung University.
- Foundations of Mathematical Statistics
Notes on mathematical, Bayesian, and high-dimensional statistics, and statistical learning.
- Advanced Algebra
Lecture notes from Professor Qihong Xie’s advanced algebra course at Fudan University.
- Course notes
BUPT&QMUL course study notes
- Bayesian signal processing
Bayes method, objective function and sampling.
Collected materials
- Sampling and diffusion models
Group meeting slides and reading materials on score-based models, inverse problems, and sampling theory (2024).
- Undergraduate coursework and mathematical modeling
An archive of undergraduate course reports, a poster, and mathematical modeling competition papers from 2024.