Peng Hu


Yanming Yu

B.Sc. Student

MLDA Group,
College of Computer and Information Science,
Southwest University, Chongqing, China

Here is my [CV].

Welcome to my personal website!
  Currently I am a research assistant of College of Computer and Information Science in Southwest University and a member of MLDA Group.
I received my B.Sc. degree in Engineering (Computer Science and Technology) in June 2017 from Southwest University under the supervision of Prof. Guo-Xian Yu.

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Research Interest:
 
My research interests include: Machine learning and Data mining
  • Multi-* (Multi-Label, Multi-Modal) Learning

  • Semi-supervised Learning

  • Dimensionality Reduction

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Pulications:
 

Research Projects:
 
  • Jul.2016-Jul.2017   National Undergraduate Training Programs for Innovation and Entrepreneurship Project, Multi-label learning for large-scale high-dimensional data (201610635047), China, 14000RMB.  The Main Researcher.
    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.  The Main Researcher
    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.

Conference/Presentations:
 
  • 24th International Conference on Neural Information Processing (ICONIP2017), organized by the Asia Pacific Neural Network Society (APNNS, previously APNNA), Guangzhou, China, November 14-18, 2017. Oral presentation.

  • 4th China National Conference on Big Data (CCF-BigData2016), organized by the China Computer Federation (CCF), Lanzhou, China, October 11-13, 2016.


 
Mail:
Yanming Yu
Southwest University, Tiansheng Road 2#,Beibei
Chongqing 400715, China
Laboratory:
Room 1002, 25th Building, College of Computer and Information Science, Southwest University
Email:
yym66303@email.swu.edu.cn or 382251659@qq.com

last modified: Nov 20.2017