Hi! I'm Zhi-ning LIU (刘芷宁).
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.
[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.
| 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.
| "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]
Articles & Projects
|Build powerful ensemble class-imbalanced learning models via meta-sampler (Github Repository)|
|Self-paced Ensemble for Highly Imbalanced Massive Data Classification (Github Repository)|
|Awesome-imbalanced-learning: paper, code, frameworks, and libraries (Github Repository)|
|Learning unbiased classifier from class-imbalanced data: an overview (Chinese Article)|
|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|
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.