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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]


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 Chinese, third semester(for two weeks))
- Data Mining

Link to Slides &Assignments

1) Linear Algebra

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

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

4) 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]

The following slides were provided by our teaching assistant

[Hadoop][Demo on spark ec2]

Project 1: Using Map-reduce to compute a multiplication between two matrices [ProjectStatement][Code to generate big matrix]
                 [Additional Paper to Read]

Project 2: Build your pagerank model [ProjectStatement][Data-Big][Data-Small]

Project 3: Large-scale clustering [ProjectStatement][Paper to read][Class-Label][Dataset to download]

Overview

My Bio

Research

Publication List

Teaching & Tutorials

Resource

(Dataset & Code)

Recruitment on Research Associate Professors
(特聘副研究员招聘)

Recruitment on Research Postdoctoral Positions
(博士后招聘)

Recruitment on Graduate Students
(博士硕士招生)

Recruitment on Research Under-graduate Students
(本科生科研计划)

Our Lab