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(TPAMI-25, preprint) Active Learning for Multiple Target Models.
Sheng-Jun Huang, Yi Li and Ying-Peng Tang.
In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025.

(ICML'25) Efficient Heterogeneity-Aware Federated Active Data Selection.
Ying-Peng Tang, Chao Ren, Xiaoli Tang, Sheng-Jun Huang, Lizhen Cui and Han Yu.
In: Proceedings of the 42nd International Conference on Machine Learning, 2025.

(ICLR'24) One-shot Active Learning Based on Lewis Weight Sampling for Multiple Deep Models.
Sheng-Jun Huang, Yi Li, Yiming Sun and Ying-Peng Tang.
In: Proceedings of the 12th International Conference on Learning Representations, 2024.

(TGRS-23) MUS-CDB: Mixed Uncertainty Sampling with Class Distribution Balancing for Active Annotation in Aerial Object Detection.
Dong Liang, Jing-Wei Zhang, Ying-Peng Tang and Sheng-Jun Huang.
In: IEEE Transactions on Geoscience and Remote Sensing, 2023.

(NeurIPS'22) Active Learning for Multiple Target Models.
Ying-Peng Tang and Sheng-Jun Huang.
In: Proceedings of the 36th Conference on Neural Information Processing Systems, 2022.

(TNNLS-21) QBox: Partial Transfer Learning with Active Querying for Object Detection.
Ying-Peng Tang, Xiu-Shen Wei, Bo-Rui Zhao and Sheng-Jun Huang.
In: IEEE Transactions on Neural Networks and Learning Systems, 2021.

(IJCAI'21) Dual Active Learning for Both Model and Data Selection.
Ying-Peng Tang and Sheng-Jun Huang.
In: Proceedings of the 30th International Joint Conference on Artificial Intelligence, 2021.

(AAAI'19) Self-paced active learning: query the right thing at the right time.
Ying-Peng Tang, Sheng-Jun Huang.
In: Proceedings of the 33rd AAAI Conference on Artificial Intelligence, 2019.

(ArXiv) ALiPy: Active Learning in Python.
Ying-Peng Tang, Guo-Xiang Li, Sheng-Jun Huang.
Technical report, 2019.

(Patent) 一种基于微博的新闻事件影响力预测方法. Sheng-Jun Huang, Ying-Peng Tang. (申请号：2018108395214 公布号：CN108876058A, 已授权)

(Patent) 一种跨域图像示例级主动标注方法. Ying-Peng Tang, Sheng-Jun Huang. (专利号：202110619202.4)

(Patent) 一种分布式异步主动标注方法. Sheng-Jun Huang, Chen-Chen Zong, Kun-Peng Ning, Ying-Peng Tang. (专利号：202110801168.2)