Donna Xu

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 14

Top Topics

Mahalanobis Metric

Joint Probability Distributions

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Yaxin Shi, Yuangang Pan, Donna Xu, Ivor W. Tsang
Multiview Alignment and Generation in CCA via Consistent Latent Encoding. Neural Comput. 32 (10) (2020)
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) (2020)
Yaxin Shi, Yuangang Pan, Donna Xu, Ivor W. Tsang
Multi-view Alignment and Generation in CCA via Consistent Latent Encoding. CoRR (2020)
Donna Xu, Yaxin Shi, Ivor W. Tsang, Yew-Soon Ong, Chen Gong, Xiaobo Shen
A Survey on Multi-output Learning. CoRR (2019)
Weiwei Liu, Donna Xu, Ivor W. Tsang, Wenjie Zhang
Metric Learning for Multi-Output Tasks. IEEE Trans. Pattern Anal. Mach. Intell. 41 (2) (2019)
Yaxin Shi, Donna Xu, Yuangang Pan, Ivor W. Tsang, Shirui Pan
Label Embedding with Partial Heterogeneous Contexts. AAAI (2019)
Yaxin Shi, Yuangang Pan, Donna Xu, Ivor W. Tsang
Probabilistic CCA with Implicit Distributions. CoRR (2019)
Donna Xu, Ivor W. Tsang, Eng K. Chew, Cosimo Siclari, Varun Kaul
A Data-Analytics Approach for Enterprise Resilience. IEEE Intell. Syst. 34 (3) (2019)
Donna Xu, Ivor W. Tsang, Ying Zhang
Online Product Quantization. IEEE Trans. Knowl. Data Eng. 30 (11) (2018)
Yaxin Shi, Donna Xu, Yuangang Pan, Ivor W. Tsang
Multi-Context Label Embedding. CoRR (2018)
Donna Xu, Ivor W. Tsang, Ying Zhang
Online Product Quantization. CoRR (2017)
Donna Xu, Dongyao Wu, Xiwei Xu, Liming Zhu, Len Bass
Making Real Time Data Analytics Available as a Service. QoSA (2015)
Shiping Chen, Danan Thilakanathan, Donna Xu, Surya Nepal, Rafael A. Calvo
Self Protecting Data Sharing Using Generic Policies. CCGRID (2015)
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) (2015)