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Anomaly Detection of Time Series with Smoothness-Inducing Sequential Variational Auto-Encoder


Feb 02, 2021
Longyuan Li, Junchi Yan, Haiyang Wang, Yaohui Jin

* Accepted by IEEE Transactions on Neural Network and Learning System (TNNLS), 2020 

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Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting


Jan 31, 2021
Longyuan Li, Jihai Zhang, Junchi Yan, Yaohui Jin, Yunhao Zhang, Yanjie Duan, Guangjian Tian

* Accepted by AAAI 2021 conference 

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Learning Interpretable Deep State Space Model for Probabilistic Time Series Forecasting


Jan 31, 2021
Longyuan Li, Junchi Yan, Xiaokang Yang, Yaohui Jin

* IJCAI 2019 

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Disentangled Makeup Transfer with Generative Adversarial Network


Jul 02, 2019
Honglun Zhang, Wenqing Chen, Hao He, Yaohui Jin


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Show, Attend and Translate: Unpaired Multi-Domain Image-to-Image Translation with Visual Attention


Nov 19, 2018
Honglun Zhang, Wenqing Chen, Jidong Tian, Yongkun Wang, Yaohui Jin


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Multi-Task Label Embedding for Text Classification


Oct 17, 2017
Honglun Zhang, Liqiang Xiao, Wenqing Chen, Yongkun Wang, Yaohui Jin

* arXiv admin note: text overlap with arXiv:1707.02892 

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A Generalized Recurrent Neural Architecture for Text Classification with Multi-Task Learning


Jul 10, 2017
Honglun Zhang, Liqiang Xiao, Yongkun Wang, Yaohui Jin


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OMNIRank: Risk Quantification for P2P Platforms with Deep Learning


Apr 27, 2017
Honglun Zhang, Haiyang Wang, Xiaming Chen, Yongkun Wang, Yaohui Jin

* 9 pages, in Chinese, 7 figures, CCFBD2016 

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