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Yang Yang
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Year
Adaptive deep models for incremental learning: Considering capacity scalability and sustainability
Y Yang, DW Zhou, DC Zhan, H Xiong, Y Jiang
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
722019
Deep learning for fixed model reuse
Y Yang, DC Zhan, Y Fan, Y Jiang, ZH Zhou
Proceedings of the AAAI conference on artificial intelligence 31 (1), 2017
592017
Complex object classification: A multi-modal multi-instance multi-label deep network with optimal transport
Y Yang, YF Wu, DC Zhan, ZB Liu, Y Jiang
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
562018
Learning to classify with incremental new class
DW Zhou, Y Yang, DC Zhan
IEEE Transactions on Neural Networks and Learning Systems 33 (6), 2429-2443, 2021
442021
Semi-supervised multi-modal multi-instance multi-label deep network with optimal transport
Y Yang, ZY Fu, DC Zhan, ZB Liu, Y Jiang
IEEE Transactions on Knowledge and Data Engineering 33 (2), 696-709, 2019
402019
Sequential modeling of hierarchical user intention and preference for next-item recommendation
N Zhu, J Cao, Y Liu, Y Yang, H Ying, H Xiong
Proceedings of the 13th international conference on web search and data …, 2020
392020
Learning Semantic Features for Software Defect Prediction by Code Comments Embedding
DCZ Xuan Huo, Yang Yang, Ming Li
IEEE International Conference on Data Mining, 1049-1054, 2018
38*2018
Semi-supervised multi-modal clustering and classification with incomplete modalities
Y Yang, DC Zhan, YF Wu, ZB Liu, H Xiong, Y Jiang
IEEE Transactions on Knowledge and Data Engineering 33 (2), 682-695, 2019
372019
Semi-Supervised Multi-Modal Learning with Incomplete Modalities.
Y Yang, DC Zhan, XR Sheng, Y Jiang
IJCAI, 2998-3004, 2018
372018
Learning adaptive embedding considering incremental class
Y Yang, ZQ Sun, H Zhu, Y Fu, Y Zhou, H Xiong, J Yang
IEEE Transactions on Knowledge and Data Engineering 35 (3), 2736-2749, 2021
312021
Auxiliary information regularized machine for multiple modality feature learning
Y Yang, HJ Ye, DC Zhan, Y Jiang
Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
312015
Comprehensive Semi-Supervised Multi-Modal Learning.
Y Yang, KT Wang, DC Zhan, H Xiong, Y Jiang
IJCAI, 4092-4098, 2019
262019
Not all parameters should be treated equally: Deep safe semi-supervised learning under class distribution mismatch
R He, Z Han, Y Yang, Y Yin
Proceedings of the AAAI Conference on Artificial Intelligence 36 (6), 6874-6883, 2022
232022
Cost-effective incremental deep model: Matching model capacity with the least sampling
Y Yang, DW Zhou, DC Zhan, H Xiong, Y Jiang, J Yang
IEEE Transactions on Knowledge and Data Engineering 35 (4), 3575-3588, 2021
192021
Corporate relative valuation using heterogeneous multi-modal graph neural network
Y Yang, JQ Yang, R Bao, DC Zhan, H Zhu, XR Gao, H Xiong, J Yang
IEEE Transactions on Knowledge and Data Engineering 35 (1), 211-224, 2021
182021
Rethinking Label-Wise Cross-Modal Retrieval from A Semantic Sharing Perspective.
Y Yang, C Zhang, YC Xu, D Yu, DC Zhan, J Yang
IJCAI, 3300-3306, 2021
152021
Reliable multi-modal learning: A survey
杨杨, 詹德川, 姜远, 熊辉
Journal of Software 32 (4), 1067-1081, 2020
152020
DOMFN: A divergence-orientated multi-modal fusion network for resume assessment
Y Yang, J Zhang, F Gao, X Gao, H Zhu
Proceedings of the 30th ACM International Conference on Multimedia, 1612-1620, 2022
142022
Exploiting cross-modal prediction and relation consistency for semisupervised image captioning
Y Yang, H Wei, H Zhu, D Yu, H Xiong, J Yang
IEEE Transactions on Cybernetics, 2022
142022
S2OSC: A holistic semi-supervised approach for open set classification
Y Yang, H Wei, ZQ Sun, GY Li, Y Zhou, H Xiong, J Yang
ACM Transactions on Knowledge Discovery from Data (TKDD) 16 (2), 1-27, 2021
142021
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