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Zhi-ning Liu

Resume:   English   中文

Hi! I'm Zhi-ning Liu (刘芷宁)

I am a 1st-year graduate student at School of Artificial Intelligence at Jilin University, supervised by Dr. Yi Chang. Before that, I obtained my bachelor's degree in Computer Science with high honor from Jilin University in 2019. My recent research interests include Transfer Learning, Reinforcement Learning and Imbalance Learning.

Contact me via:

Mail: zhining.liu(AT) or znliu19(AT)
Mobile: +86 176-1010-6607

What's new

[10/2019] Our work on imbalanced classification was accepted by ICDE 2020!
[07/2019] Received my B.S. degree!


Research Intern, Machine Learning Group, Microsoft Research Asia. Sept. 2018 to Jun. 2019.
Research Assistant, Laboratory of Cybernetic Intelligence, Jilin University. May 2017 to Jun. 2018.


Zhining Liu, Wei Cao, Zhifeng Gao, Jiang Bian, Hechang Chen, Yi Chang and Tie-Yan Liu, "Self-paced Ensemble for Highly Imbalanced Massive Data Classification", In 36th International Conference on Data Engineering (ICDE'20) (Long Paper). [PDF] [Code]

Awards & Scholarships

National Scholarship (1/40, ¥20,000 RMB) by Ministry of Education. 2019.
Undergraduate Research Scholarship (20/400, ¥5,000 RMB) by Jilin University. 2018.
Outstanding Student Project Scholarship (2/84, ¥5,000 RMB) by Jilin University. 2018.
Student Scholarship, Second Prize (top 10%, ¥1,000 RMB) by Jilin University. 2018.
Undergraduate Student Project Funding (¥10,000 RMB) by Ministry of Education. 2018.
National Endeavor Fellowship (top 5%, ¥5,000 RMB) by Ministry of Education. 2017.
The Individual Scholarship (for student achievement) by Jilin University. 2017 and 2018.
Excellent Student Leader Award (for student service) by Jilin University. 2016 and 2017.

Latest Article

Classification problem under extreme class imbalance: an overview (Chinese)