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Learning Disentangled Representations for Time Series


May 21, 2021
Yuening Li, Zhengzhang Chen, Daochen Zha, Mengnan Du, Denghui Zhang, Haifeng Chen, Xia Hu


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Interpretable Time-series Representation Learning With Multi-Level Disentanglement


May 17, 2021
Yuening Li, Zhengzhang Chen, Daochen Zha, Mengnan Du, Denghui Zhang, Haifeng Chen, Xia Hu


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Probabilistic Simplex Component Analysis


Mar 18, 2021
Ruiyuan Wu, Wing-Kin Ma, Yuening Li, Anthony Man-Cho So, Nicholas D. Sidiropoulos


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AutoOD: Automated Outlier Detection via Curiosity-guided Search and Self-imitation Learning


Jun 19, 2020
Yuening Li, Zhengzhang Chen, Daochen Zha, Kaixiong Zhou, Haifeng Jin, Haifeng Chen, Xia Hu


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Mitigating Gender Bias in Captioning Systems


Jun 15, 2020
Ruixiang Tang, Mengnan Du, Yuening Li, Zirui Liu, Xia Hu


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Towards Deeper Graph Neural Networks with Differentiable Group Normalization


Jun 12, 2020
Kaixiong Zhou, Xiao Huang, Yuening Li, Daochen Zha, Rui Chen, Xia Hu


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Dual Policy Distillation


Jun 07, 2020
Kwei-Herng Lai, Daochen Zha, Yuening Li, Xia Hu

* Accepeted by IJCAI'20 

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PyODDS: An End-to-end Outlier Detection System with Automated Machine Learning


Mar 12, 2020
Yuening Li, Daochen Zha, Praveen Kumar Venugopal, Na Zou, Xia Hu

* In Companion Proceedings of the Web Conference 2020 (WWW 20) 

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XDeep: An Interpretation Tool for Deep Neural Networks


Nov 04, 2019
Fan Yang, Zijian Zhang, Haofan Wang, Yuening Li, Xia Hu


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PyODDS: An End-to-End Outlier Detection System


Oct 11, 2019
Yuening Li, Daochen Zha, Na Zou, Xia Hu

* 6 Pages, 2 Figures 

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