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Human Mobility Prediction with Causal and Spatial-constrained Multi-task Network


Jun 12, 2022
Zongyuan Huang, Shengyuan Xu, Menghan Wang, Hansi Wu, Yanyan Xu, Yaohui Jin

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* Accepted by KDD2022, the Research Track 

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SanMove: Next Location Recommendation via Self-Attention Network


Dec 15, 2021
Huifeng Li, Bin Wang, Sulei Zhu, Yanyan Xu

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PG$^2$Net: Personalized and Group Preferences Guided Network for Next Place Prediction


Oct 15, 2021
Huifeng Li, Bin Wang, Fan Xia, Xi Zhai, Sulei Zhu, Yanyan Xu

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Explaining the Attention Mechanism of End-to-End Speech Recognition Using Decision Trees


Oct 08, 2021
Yuanchao Wang, Wenji Du, Chenghao Cai, Yanyan Xu

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* 10 pages, 5 figures 

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Enhancing Unsupervised Anomaly Detection with Score-Guided Network


Sep 10, 2021
Zongyuan Huang, Baohua Zhang, Guoqiang Hu, Longyuan Li, Yanyan Xu, Yaohui Jin

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An Empirical Study on End-to-End Singing Voice Synthesis with Encoder-Decoder Architectures


Aug 06, 2021
Dengfeng Ke, Yuxing Lu, Xudong Liu, Yanyan Xu, Jing Sun, Cheng-Hao Cai

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* 27 pages, 4 figures, 5 tables 

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Speech Enhancement using Separable Polling Attention and Global Layer Normalization followed with PReLU


May 06, 2021
Dengfeng Ke, Jinsong Zhang, Yanlu Xie, Yanyan Xu, Binghuai Lin

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Dynamically Mitigating Data Discrepancy with Balanced Focal Loss for Replay Attack Detection


Jun 25, 2020
Yongqiang Dou, Haocheng Yang, Maolin Yang, Yanyan Xu, Dengfeng Ke

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* This work has been accepted by the 25th International Conference on Pattern Recognition (ICPR2020) 

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Travel Time Estimation without Road Networks: An Urban Morphological Layout Representation Approach


Jul 08, 2019
Wuwei Lan, Yanyan Xu, Bin Zhao

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* Accepted at IJCAI 2019 

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Trainable back-propagated functional transfer matrices


Oct 28, 2017
Cheng-Hao Cai, Yanyan Xu, Dengfeng Ke, Kaile Su, Jing Sun

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* Appl. Intell. (2018) 
* 39 pages, 4 figures, submitted as a journal article 

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