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Donna Xu
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Books and Theses
- 2019
- [b1]Donna Xu:
Advances in multi-output learning via nearest neighbours. University of Technology Sydney, Australia, 2019
Journal Articles
- 2020
- [j6]Yaxin Shi, Yuangang Pan, Donna Xu, Ivor W. Tsang:
Multiview Alignment and Generation in CCA via Consistent Latent Encoding. Neural Comput. 32(10): 1936-1979 (2020) - [j5]Donna Xu, Yaxin Shi, Ivor W. Tsang, Yew-Soon Ong, Chen Gong, Xiaobo Shen:
Survey on Multi-Output Learning. IEEE Trans. Neural Networks Learn. Syst. 31(7): 2409-2429 (2020) - 2019
- [j4]Donna Xu, Ivor W. Tsang, Eng K. Chew, Cosimo Siclari, Varun Kaul:
A Data-Analytics Approach for Enterprise Resilience. IEEE Intell. Syst. 34(3): 6-18 (2019) - [j3]Weiwei Liu, Donna Xu, Ivor W. Tsang, Wenjie Zhang:
Metric Learning for Multi-Output Tasks. IEEE Trans. Pattern Anal. Mach. Intell. 41(2): 408-422 (2019) - 2018
- [j2]Donna Xu, Ivor W. Tsang, Ying Zhang:
Online Product Quantization. IEEE Trans. Knowl. Data Eng. 30(11): 2185-2198 (2018) - 2015
- [j1]Liming Zhu, Donna Xu, An Binh Tran, Xiwei Xu, Len Bass, Ingo Weber, Srini Dwarakanathan:
Achieving Reliable High-Frequency Releases in Cloud Environments. IEEE Softw. 32(2): 73-80 (2015)
Conference and Workshop Papers
- 2019
- [c3]Yaxin Shi, Donna Xu, Yuangang Pan, Ivor W. Tsang, Shirui Pan:
Label Embedding with Partial Heterogeneous Contexts. AAAI 2019: 4926-4933 - 2015
- [c2]Shiping Chen, Danan Thilakanathan, Donna Xu, Surya Nepal, Rafael A. Calvo:
Self Protecting Data Sharing Using Generic Policies. CCGRID 2015: 1197-1200 - [c1]Donna Xu, Dongyao Wu, Xiwei Xu, Liming Zhu, Len Bass:
Making Real Time Data Analytics Available as a Service. QoSA 2015: 73-82
Informal and Other Publications
- 2020
- [i5]Yaxin Shi, Yuangang Pan, Donna Xu, Ivor W. Tsang:
Multi-view Alignment and Generation in CCA via Consistent Latent Encoding. CoRR abs/2005.11716 (2020) - 2019
- [i4]Donna Xu, Yaxin Shi, Ivor W. Tsang, Yew-Soon Ong, Chen Gong, Xiaobo Shen:
A Survey on Multi-output Learning. CoRR abs/1901.00248 (2019) - [i3]Yaxin Shi, Yuangang Pan, Donna Xu, Ivor W. Tsang:
Probabilistic CCA with Implicit Distributions. CoRR abs/1907.02345 (2019) - 2018
- [i2]Yaxin Shi, Donna Xu, Yuangang Pan, Ivor W. Tsang:
Multi-Context Label Embedding. CoRR abs/1805.01199 (2018) - 2017
- [i1]Donna Xu, Ivor W. Tsang, Ying Zhang:
Online Product Quantization. CoRR abs/1711.10775 (2017)
Coauthor Index
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