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
855*2011
Active learning by querying informative and representative examples
SJ Huang, R Jin, ZH Zhou
IEEE transactions on pattern analysis and machine intelligence, 2014
498*2014
Multi-label learning by exploiting label correlations locally
SJ Huang, ZH Zhou
Proceedings of the AAAI Conference on Artificial Intelligence 26 (1), 2012
2302012
Fast multi-instance multi-label learning
SJ Huang, W Gao, ZH Zhou
IEEE transactions on pattern analysis and machine intelligence, 2018
1152018
Fast multi-instance multi-label learning
SJ Huang, W Gao, ZH Zhou
AAAI, 2014
115*2014
Recent advances in open set recognition: A survey
C Geng, S Huang, S Chen
IEEE transactions on pattern analysis and machine intelligence, 2020
922020
Multi-label hypothesis reuse
SJ Huang, Y Yu, ZH Zhou
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
902012
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
762014
Multi-label active learning: query type matters.
SJ Huang, S Chen, ZH Zhou
IjCAI, 946-952, 2015
522015
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
502013
Partial multi-label learning
MK Xie, SJ Huang
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
422018
MIML: A framework for learning with ambiguous objects
ZH Zhou, ML Zhang, SJ Huang, YF Li
CORR abs/0808.3231 112, 2008
352008
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
312018
Cost-Effective Active Learning from Diverse Labelers.
SJ Huang, JL Chen, X Mu, ZH Zhou
IJCAI, 1879-1885, 2017
302017
WoCE: A framework for clustering ensemble by exploiting the wisdom of crowds theory
M Yousefnezhad, SJ Huang, D Zhang
IEEE transactions on cybernetics 48 (2), 486-499, 2017
242017
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
232018
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
212019
Multi-instance multi-label active learning.
SJ Huang, N Gao, S Chen
IJCAI, 1886-1892, 2017
172017
Multi-label active learning by model guided distribution matching
N Gao, SJ Huang, S Chen
Frontiers of Computer Science 10 (5), 845-855, 2016
162016
Cost-Effective Active Learning for Hierarchical Multi-Label Classification.
Y Yan, SJ Huang
IJCAI, 2962-2968, 2018
152018
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