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Yang Yang
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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
632019
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
582017
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
472018
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
382021
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
372020
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
35*2018
Semi-Supervised Multi-Modal Learning with Incomplete Modalities.
Y Yang, DC Zhan, XR Sheng, Y Jiang
IJCAI, 2998-3004, 2018
342018
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
312019
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
272019
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
262015
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
212021
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
202022
Comprehensive Semi-Supervised Multi-Modal Learning.
Y Yang, KT Wang, DC Zhan, H Xiong, Y Jiang
IJCAI, 4092-4098, 2019
192019
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
142021
Which one will be next? An analysis of talent demission
Y Yang, DC Zhan, Y Jiang
The 1st International Workshop on Organizational Behavior and Talent …, 2018
142018
Incremental spatio-temporal graph learning for online query-poi matching
Z Yuan, H Liu, J Liu, Y Liu, Y Yang, R Hu, H Xiong
Proceedings of the Web Conference 2021, 1586-1597, 2021
122021
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
112021
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
102021
Deep robust unsupervised multi-modal network
Y Yang, YF Wu, DC Zhan, ZB Liu, Y Jiang
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 5652-5659, 2019
102019
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
92021
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