Publications
1. "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] | ![]() |
@article{liu2020mesa,
title={MESA: Boost Ensemble Imbalanced Learning with MEta-SAmpler},
author={Liu, Zhining and Wei, Pengfei and Jiang, Jing and Cao, Wei and Bian, Jiang and Chang, Yi},
journal={Advances in Neural Information Processing Systems},
volume={33},
year={2020}
}
2. "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] | ![]() |
@inproceedings{liu2020self,
title={Self-paced Ensemble for Highly Imbalanced Massive Data Classification},
author={Liu, Zhining and Cao, Wei and Gao, Zhifeng and Bian, Jiang and Chen, Hechang and Chang, Yi and Liu, Tie-Yan},
booktitle={2020 IEEE 36th International Conference on Data Engineering (ICDE)},
pages={841--852},
year={2020},
organization={IEEE}
}