“Sunwei”的版本间的差异

2018年10月31日 (三) 09:11的版本

Supervisor

• Professor Jun-Yuan Xie

Biography

• I received my B.Sc. degree in of Soochow University in June 2017. In the same year, I was admitted to study for a Master degree in Nanjing University without entrance examination.  Currently I am a second year M.Sc. student of Department of Computer Science and Technology in Nanjing University and a member of IIP Group, led by professor Jun-Yuan Xie and  Chong-Jun Wang.

Research Interest

• I am interested in Machine Learning and Multi-label Learning. 
• Specifically, now my first work is to exploit label correlations on multi-label learning, i.e. On Multi-label Text Classification (MLTC), text features can be regarded as detailed description of documents and label sets can be a summarization of documents. Hybrid Topics from text features and label sets by LDA (a method of topic model) can effectively represent the whole label correlations.

Resources

• Extreme Classification Repository: for large-scale multi-label datasets and off-the-shelf eXtreme Multi-Label Learning (XML) solvers.
• Mulan Multi-Label Learning Datasets: regular/traditional multi-label learning datasets.
• Related Works: This page categorizes a list of works of my interest, mainly in Multi-Label Learning.

Rewards or Honors

• Second-Class Academic Scholarship, 2018-2019
• First-Class Academic Scholarship, 2017-2018
• Outstanding Graduate Student, 2017.06
• CCF Excellent University Student, 2016.10
• National Scholarship, 2015.11