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Zhining Liu
Zhining Liu
Ph.D. student at University of Illinois Urbana–Champaign
在 illinois.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Self-paced Ensemble for Highly Imbalanced Massive Data Classification
Z Liu, W Cao, Z Gao, J Bian, H Chen, Y Chang, TY Liu
2020 IEEE 36th International Conference on Data Engineering (ICDE), 841-852, 2020
1722020
MESA: Boost Ensemble Imbalanced Learning with MEta-SAmpler
Z Liu, P Wei, J Jiang, W Cao, J Bian, Y Chang
Advances in Neural Information Processing Systems, 2020
762020
An autonomous dock and battery swapping system for multirotor UAV
ZN Liu, XQ Liu, LJ Yang, D Leo, HW Zhao
Unpublished, https://www. researchgate. net/publication/325077351 10, 2018
29*2018
IMBENS: Ensemble Class-imbalanced Learning in Python
Z Liu, J Kang, H Tong, Y Chang
arXiv preprint arXiv:2111.12776, 2023
122023
A survey of explainable graph neural networks for cyber malware analysis
D Warmsley, A Waagen, J Xu, Z Liu, H Tong
2022 IEEE International Conference on Big Data (Big Data), 2932-2939, 2022
92022
Towards Inter-class and Intra-class Imbalance in Class-imbalanced Learning
Z Liu, P Wei, Z Wei, B Yu, J Jiang, W Cao, J Bian, Y Chang
https://arxiv.org/abs/2111.12791, 2021
8*2021
Hierarchical multi-marginal optimal transport for network alignment
Z Zeng, B Du, S Zhang, Y Xia, Z Liu, H Tong
Proceedings of the AAAI Conference on Artificial Intelligence 38 (15), 16660 …, 2024
62024
Taming over-smoothing representation on heterophilic graphs
K Guo, X Cao, Z Liu, Y Chang
Information Sciences 647, 119463, 2023
62023
Class-Imbalanced Graph Learning without Class Rebalancing
Z Liu, R Qiu, Z Zeng, H Yoo, D Zhou, Z Xu, Y Zhu, K Weldemariam, J He, ...
Forty-first International Conference on Machine Learning, 2024
5*2024
Ensuring user-side fairness in dynamic recommender systems
H Yoo, Z Zeng, J Kang, R Qiu, D Zhou, Z Liu, F Wang, C Xu, E Chan, ...
Proceedings of the ACM on Web Conference 2024, 3667-3678, 2024
42024
Web-based long-term spine treatment outcome forecasting
H Ye, Z Liu, W Cao, AM Amiri, J Bian, Y Chang, JD Lurie, J Weinstein, ...
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
22023
UADB: Unsupervised Anomaly Detection Booster
H Ye, Z Liu, X Shen, W Cao, S Zheng, X Gui, H Zhang, Y Chang, J Bian
2023 IEEE 39th International Conference on Data Engineering (ICDE), 2593-2606, 2023
22023
Group Fairness via Group Consensus
E Chan, Z Liu, R Qiu, Y Zhang, R Maciejewski, H Tong
The 2024 ACM Conference on Fairness, Accountability, and Transparency, 1788-1808, 2024
12024
AIM: Attributing, Interpreting, Mitigating Data Unfairness
Z Liu, R Qiu, Z Zeng, Y Zhu, H Hamann, H Tong
arXiv preprint arXiv:2406.08819, 2024
2024
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