Teaching

I teach maths and data mining in the school.

 

- Advanced Algebra (in both Chinese and English, first semester)
Linear Algebra (2+2 international undergraduate program, all in English, first semester)
- Engineering Mathematics (
2+2 international undergraduate program, all in English, second semester)
- Mathematics 
Comprehensive Training (in Chinesethird semester(for two weeks))
- Data Mining

- Pattern Recognition Centric AI Course

 

Link to Slides &Assignments

 

1) Linear Algebra


2) 
中山大学计算机学院人工智能应用技术系列课程Pattern Recognition Centric AI Course


3) Engineering Mathematics [
Chapter-1][Chapter-2][Chapter-3][Chapter-4][Chapter-5][Chapter-6]


4) Advanced Mathematical Applications (数学综合训练)

 

5) Data Mining:

I have no copyright on the slides provided for data mining here. They were edited from the Standford University, as indicated in the slides you downloaded.

[Introduction][Mapreduce][Fast Search][Stream-1][Stream-2][PageRank-1][PageRank-2][Clustering][Advising]
[RecommendationSystem-1][RecommendationSystem-2][Social Networks-I][Social Networks-II][Dimension Reduction]

 

 

Tutorials

My friends and I have ever given six tutorials on person re-identification and sparse coding:

7. CCF ADL 2015: Person Identification [Download PDF]
6. CCF ADL 2015: Person Identification in Large Scale Camera Networks [Download PDF]
5. CVPR 2015 tutorial: distance metric learning for visual recognition (With Jiwen Lu, Weihong Deng, Ruiping Huang)
4. ICCV 2013 tutorial: Sparsity Estimation and Robust Learning: A Half-quadratic Minimization View. (With Dr. Ran He, Prof. Liang Wang)
3. ICPR 2012 tutorial: Half-quadratic Optimization for Sparsity Estimation and Robust Learning. (With Dr. Ran He, Prof. Liang Wang) [Download PDF]
2. ACCV 2012 tutorial: Half-quadratic Optimization for Computer Vision. (With Dr. Ran He, Prof. Liang Wang) [Download PDF]
1. CCBR 2013 tutorial: Person Re-identification.[Download PDF]