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Sheng-Jun Huang
Sheng-Jun Huang
Nanjing University of Aeronautics & Astronautics
Verified email at lamda.nju.edu.cn - Homepage
Title
Cited by
Cited by
Year
Multi-instance multi-label learning
ZH Zhou, ML Zhang, SJ Huang, YF Li
Artificial Intelligence, 2011
988*2011
Active learning by querying informative and representative examples
SJ Huang, R Jin, ZH Zhou
IEEE transactions on pattern analysis and machine intelligence, 2014
807*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
7522020
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
3342012
Fast multi-instance multi-label learning
SJ Huang, W Gao, ZH Zhou
IEEE transactions on pattern analysis and machine intelligence, 2018
1742018
Fast multi-instance multi-label learning
SJ Huang, W Gao, ZH Zhou
AAAI, 2014
174*2014
Partial multi-label learning
MK Xie, SJ Huang
Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018
1492018
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
1232021
Multi-label hypothesis reuse
SJ Huang, Y Yu, ZH Zhou
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
1022012
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
1012014
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
842019
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
792018
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
782013
Cost-Effective Active Learning from Diverse Labelers.
SJ Huang, JL Chen, X Mu, ZH Zhou
IJCAI, 1879-1885, 2017
772017
Multi-label active learning: query type matters.
SJ Huang, S Chen, ZH Zhou
IjCAI, 946-952, 2015
712015
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
672015
Label distribution learning with label correlations on local samples
X Jia, Z Li, X Zheng, W Li, SJ Huang
IEEE Transactions on Knowledge and Data Engineering 33 (4), 1619-1631, 2019
662019
Better safe than sorry: Preventing delusive adversaries with adversarial training
L Tao, L Feng, J Yi, SJ Huang, S Chen
Advances in Neural Information Processing Systems 34, 16209-16225, 2021
612021
ALiPy: Active learning in python
YP Tang, GX Li, SJ Huang
arXiv preprint arXiv:1901.03802, 2019
602019
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
552018
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