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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
983*2011
Active learning by querying informative and representative examples
SJ Huang, R Jin, ZH Zhou
IEEE transactions on pattern analysis and machine intelligence, 2014
791*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
7132020
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
3302012
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
1432018
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
1132021
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
Multi-label hypothesis reuse
SJ Huang, Y Yu, ZH Zhou
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
1012012
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
772019
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
762018
Cost-Effective Active Learning from Diverse Labelers.
SJ Huang, JL Chen, X Mu, ZH Zhou
IJCAI, 1879-1885, 2017
762017
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
762013
Multi-label active learning: query type matters.
SJ Huang, S Chen, ZH Zhou
IjCAI, 946-952, 2015
692015
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
612015
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
602019
ALiPy: Active learning in python
YP Tang, GX Li, SJ Huang
arXiv preprint arXiv:1901.03802, 2019
592019
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
532018
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
492021
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