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https://github.com/zhiningliu1998/zhiningliu1998

GitHub profile
https://github.com/zhiningliu1998/zhiningliu1998

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README

        

Greetings! 👋 I'm Zhi-ning LIU (刘芷宁 in Chinese)












I'm a Ph.D. candidate at [Department of Computer Science](https://cs.illinois.edu/), [University of Illinois at Urbana-Champaign](https://illinois.edu/).
I'm interested in doing [research](https://scholar.google.com/citations?user=5WORAUQAAAAJ&hl=zh-CN) and developing [open-source softwares](https://github.com/ZhiningLiu1998) for **unbiased**, **efficient**, and **robust** learning from skewed data in real-world applications. My recent interest lies in graph data mining (ICML'24), class-imbalanced learning (ICML'24,NeurIPS'20,ICDE'20), and fairness-aware machine learning (KDD'24, FAccT'24).

Learn more about me😎:

- 🌏 **Personal Page**: https://zhiningliu.com
- 🎓 **Google Scholar**: https://scholar.google.com/citations?user=5WORAUQAAAAJ
- 💼 **Linkedin**: https://www.linkedin.com/in/zhiningliu
- 🍻 **知乎/Zhihu**: https://www.zhihu.com/people/liu-zhi-zhu-14
- 🎮 **Steam**: https://steamcommunity.com/id/zhiningliu1998
- 📬 **Email me at**: [[email protected]](mailto:[email protected])




🛸Featured Projects




⚒️IMBENS: class-imbalanced ensemble learning in Python
[Python Library]

[PDF]
[Documentation]
[Gallery]
[PyPI]
[Changelog]
[Zhihu/知乎]





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🚀BAT: Boost Class-imbalanced Node Classification with <10 lines of Code

[ICML'24]

[PDF]
[arXiv]
[Github]
[Zhihu/知乎]






GitHub stars


GitHub forks





⚖️MESA: Boost Ensemble Imbalanced Learning with MEta-SAmpler
[NeurIPS'20]

[PDF]
[arXiv]
[Video]
[Zhihu/知乎]





GitHub stars


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⚖️Self-paced Ensemble for Highly Imbalanced Massive Data Classification
[ICDE'20]

[PDF]
[arXiv]
[Video]
[Slides]
[Zhihu/知乎]





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GitHub forks






😎AwesomeIL: a curated list across all imbalanced/long-tailed learning topics
[Awesome]

[English]
[Chinese/中文]
[Zhihu/知乎]






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😎Awesome Machine Learning Resources
[Awesome]

[English]
[Chinese/中文]
[Zhihu/知乎]






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Github Stats