| Multi-instance multi-label learning ZH Zhou, ML Zhang, SJ Huang, YF Li Artificial Intelligence, 2011 | 929* | 2011 |
| Active learning by querying informative and representative examples SJ Huang, R Jin, ZH Zhou IEEE transactions on pattern analysis and machine intelligence, 2014 | 676* | 2014 |
| Recent advances in open set recognition: A survey C Geng, S Huang, S Chen IEEE transactions on pattern analysis and machine intelligence 43 (10), 3614 …, 2020 | 398 | 2020 |
| Multi-label learning by exploiting label correlations locally SJ Huang, ZH Zhou Proceedings of the AAAI Conference on Artificial Intelligence 26 (1), 949-955, 2012 | 294 | 2012 |
| Fast multi-instance multi-label learning SJ Huang, W Gao, ZH Zhou IEEE transactions on pattern analysis and machine intelligence, 2018 | 152 | 2018 |
| Fast multi-instance multi-label learning SJ Huang, W Gao, ZH Zhou AAAI, 2014 | 152* | 2014 |
| Multi-label hypothesis reuse SJ Huang, Y Yu, ZH Zhou Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012 | 103 | 2012 |
| Genome-wide protein function prediction through multi-instance multi-label learning JS Wu, SJ Huang, ZH Zhou IEEE/ACM Transactions on Computational Biology and Bioinformatics 11 (5 …, 2014 | 94 | 2014 |
| Partial multi-label learning MK Xie, SJ Huang Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018 | 92 | 2018 |
| Active query driven by uncertainty and diversity for incremental multi-label learning SJ Huang, ZH Zhou 2013 IEEE 13th international conference on data mining, 1079-1084, 2013 | 67 | 2013 |
| Partial multi-label learning with noisy label identification MK Xie, SJ Huang IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (7), 3676-3687, 2021 | 63 | 2021 |
| Multi-label active learning: Query type matters SJ Huang, S Chen, ZH Zhou Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015 | 62 | 2015 |
| Self-paced active learning: Query the right thing at the right time YP Tang, SJ Huang Proceedings of the AAAI conference on artificial intelligence 33 (01), 5117-5124, 2019 | 61 | 2019 |
| Cost-Effective Active Learning from Diverse Labelers. SJ Huang, JL Chen, X Mu, ZH Zhou IJCAI, 1879-1885, 2017 | 61 | 2017 |
| Cost-Effective Training of Deep CNNs with Active Model Adaptation SJ Huang, JW Zhao, ZY Liu Proceedings of the 24th ACM SIGKDD Conference on Knowledge Discovery and …, 2018 | 60 | 2018 |
| Comparison of four algorithms to retrieve land surface temperature using Landsat 8 satellite T Song, Z Duan, J Liu, J Shi, F Yan, S Sheng, J Huang, W Wu Yaogan Xuebao/Journal of Remote Sensing 19 (3), 451-464, 2015 | 47 | 2015 |
| ALiPy: Active learning in python YP Tang, GX Li, SJ Huang arXiv preprint arXiv:1901.03802, 2019 | 40 | 2019 |
| Advances in Knowledge Discovery and Data Mining: 23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, Proceedings, Part III Q Yang, ZH Zhou, Z Gong, ML Zhang, SJ Huang Springer, 2019 | 38 | 2019 |
| Active Feature Acquisition with Supervised Matrix Completion SJ Huang, M Xu, MK Xie, M Sugiyama, G Niu, S Chen Proceedings of the 24th ACM SIGKDD Conference on Knowledge Discovery and …, 2018 | 37 | 2018 |
| MIML: A framework for learning with ambiguous objects ZH Zhou, ML Zhang, SJ Huang, YF Li CORR abs/0808.3231 112, 2008 | 36 | 2008 |
Zhi-Hua ZhouNanjing UniversityAdresse e-mail validée de nju.edu.cn
