Peng Hu


Qiaoyu Tan

B.Sc. Student

MLDA Lab,
College of Computer and Information Science,
Southwest University, Chongqing, China.
Here is my [CV].
Email: tqy1995119@email.swu.edu.cn


Welcome!
  Currently I am a research assistant of MLDA Group at the department of College of Computer and Information Science in Southwest University

Before that, I received my B.Sc. degree in Computer Science and Technology from Southwest University in Jun. 2017 under the supervision of Prof. Guo-Xian Yu.

From Jun.2015 to Aug.2015, I was a Summer Session Student at University of California, Berkeley, USA.


Research Interests:
 
My research interests include some sub-fields of Data Mining and Machine Learning:
  • Multi-* (Multi-View, Multi-Label) Learning

  • Semi-supervised Learning

  • Dimensionality reduction


Pulications:
 

Research Projects:
 
  • Jul.2016-Jul.2017   National Undergraduate Training Programs for Innovation and Entrepreneurship Project, Weakly-supervised classification for high-dimensional data using few labeled samples (201610635047), China, 14000RMB.  PI.
    We studied how to make full use of both label and feature relationships to enhance classification performance of high-dimensioanl multi-label data. Two research papers based on this project are published, one is appeared on the journal of Neurocomputing, the other is accepted as an oral paper by China Conference on Machine Learning (CCML2017).

  • Jul.2015-Jul.2017   Undergraduate Science and Technology Innovation Fund Project of Southwest University, The implement of image retrieval based on Java, China, 1000RMB.  PI
    The main task of this project is image classification. We first proposed a multi-label image calssification model which can capture the high-order label correlation among labels, as well as leverage abundant of labeled data together with limited amount of labeled data. Then we developed an online image classification platform based on Java. A research paper based on this project is published on Jounal of Remote Sensing.


Conference/Presentations:
 
  • China Conference on Machine Learning (CCML2017), jointly organized by China Artificial Intelligence Association and China Computer Federation (CCF), Tianjin, China, Jul. 26-28, 2017. Oral presentation.

  • China National Computer Congress (CNCC2016), organized by China Computer Federation (CCF), Taiyuan, China, Oct. 20-22, 2016.


 
Mail:
Qiaoyu Tan
Southwest University, No. 2 Tiansheng Road, Beibei,
Chongqing 400715, China
Laboratory:
Room 1002, 25th Building, College of Computer and Information Science, Southwest University
URL:

Last Modified: Nov. 7, 2017