Hi! I'm Zhi-ning LIU (刘芷宁).
-yellowgreen?style=flat-square&color=181717&labelColor=red){kind=icon}
-brightgreen?style=flat-square&color=181717&labelColor=blueviolet){kind=icon}
I am a M.Sc. student at School of Artificial Intelligence at Jilin University, supervised by Prof. Yi Chang.
Before that, I obtained my B.Sc. degree in Computer Science with high honor from Jilin University in 2019.
My recent research interests include Imbalanced Learning, Transfer Learning, and Applied Machine Learning.
Contact me via:
Mail: zhining.liu(AT)outlook.com or znliu19(AT)mails.jlu.edu.cn
Mobile: +86 176-1010-6607
What's new:
[10/2020] Our work on meta imbalanced learning was accepted by NeurIPS 2020!
[06/2020] I am helping to organize ACM SIGIR 2020. Welcome!
[10/2019] Our work on imbalanced classification was accepted by IEEE ICDE 2020!
[07/2019] I received my B.Sc. degree from the Tang Aoqing Honors Program in Science.
[09/2018] I will intern at MSRA in the following year, supervised by Dr. Jiang BIAN and Dr. Wei CAO.
Experience
 | School of Artificial Intelligence, Jilin University. Master of Science (Sept. 2019 - Now) Supervisor: Dr. Yi CHANG |
 | Microsoft Research Asia. Research Intern, Machine Learning Group (Sept. 2018 to Jun. 2019) Mentor: Dr. Jiang BIAN and Dr. Wei CAO. |
Publications
 | "MESA: Boost Ensemble Imbalanced Learning with MEta-SAmpler", Zhining Liu, Pengfei Wei, Jing Jiang, Wei Cao, Jiang Bian, and Yi Chang*, in 34th Conference on Neural Information Processing Systems (NeurIPS 2020). [PDF] [Video] [arXiv] [Zhihu/知乎] [Github] |
 | "Self-paced Ensemble for Highly Imbalanced Massive Data Classification", Zhining Liu, Wei Cao, Zhifeng Gao, Jiang Bian, Hechang Chen, Yi Chang, Tie-Yan Liu, in 36th IEEE International Conference on Data Engineering (ICDE 2020). [PDF] [arXiv] [Slides] [Zhihu/知乎] [Github] [PyPI] |
Miscellaneous
Recent Articles & Projects
| Awesome-imbalanced-learning: paper, code, frameworks, and libraries (Github Repository) |   |
| Build powerful ensemble class-imbalanced learning models via meta-sampler (Github Repository) |   |
| Self-paced Ensemble for Highly Imbalanced Massive Data Classification (Github Repository) |   |
| Learning unbiased classifier from class-imbalanced data: an overview (Chinese Article) |
Selected Honors
| National Scholarship (2/80, ¥20,000 CNY) by Ministry of Education. | 2020 |
| National Scholarship (1/40, ¥20,000 CNY) by Ministry of Education. | 2019 |
| Undergraduate Research Scholarship (20/400, ¥5,000 CNY) by Jilin University. | 2018 |
| Outstanding Student Project Scholarship (2/84, ¥5,000 CNY) by Jilin University. | 2018 |
| Undergraduate Student Project Funding (¥10,000 CNY) by Ministry of Education. | 2018 |
| National Endeavor Fellowship (top 5%, ¥5,000 CNY) by Ministry of Education. | 2017 |
Github Stats
| | |
Fun Facts
In the Chinese context, my name is kind of feminine, and many people think that I am a girl before they meet me.
I’m a gamer that enjoys driving and sightseeing in virtual worlds, though I don’t have a driver’s license in the real world.
I’m good at skating, but I can’t ski.