Hi! I'm Zhi-ning LIU (刘芷宁).

GitHub Zhihu Steam BSc MSc

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)   GitHub stars GitHub forks
Build powerful ensemble class-imbalanced learning models via meta-sampler (Github Repository) GitHub stars GitHub forks
Self-paced Ensemble for Highly Imbalanced Massive Data Classification (Github Repository)   GitHub stars GitHub forks
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.


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