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Heterogeneous Graph Representation Learning with Relation Awareness

May 24, 2021
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong

* 14 pages, 7 figures 

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Hybrid Micro/Macro Level Convolution for Heterogeneous Graph Learning

Dec 29, 2020
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong

* 14 pages,8 figures 

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Coupled Layer-wise Graph Convolution for Transportation Demand Prediction

Dec 15, 2020
Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Hui Xiong

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Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection

Aug 26, 2020
Dongjie Wang, Pengyang Wang, Jingbo Zhou, Leilei Sun, Bowen Du, Yanjie Fu

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Predicting Temporal Sets with Deep Neural Networks

Jul 08, 2020
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv

* 9 pages, 6 figures, Proceedings of the 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '2020) 

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Snoopy: Sniffing Your Smartwatch Passwords via Deep Sequence Learning

Dec 11, 2019
Chris Xiaoxuan Lu, Bowen Du, Hongkai Wen, Sen Wang, Andrew Markham, Ivan Martinovic, Yiran Shen, Niki Trigoni

* 27 pages. Originally published at ACM UbiComp 2018. This version corrects some errors in the original version and add the pointer to released code & dataset 

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Autonomous Learning for Face Recognition in the Wild via Ambient Wireless Cues

Aug 14, 2019
Chris Xiaoxuan Lu, Xuan Kan, Bowen Du, Changhao Chen, Hongkai Wen, Andrew Markham, Niki Trigoni, John Stankovic

* 11 pages, accepted in the Web Conference (WWW'2019) 

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Dynamic Demand Prediction for Expanding Electric Vehicle Sharing Systems: A Graph Sequence Learning Approach

Mar 10, 2019
Man Luo, Hongkai Wen, Yi Luo, Bowen Du, Konstantin Klemmer, Hongming Zhu

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Attentive Crowd Flow Machines

Sep 01, 2018
Lingbo Liu, Ruimao Zhang, Jiefeng Peng, Guanbin Li, Bowen Du, Liang Lin

* ACM MM, full paper 

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S-Net: From Answer Extraction to Answer Generation for Machine Reading Comprehension

Jan 02, 2018
Chuanqi Tan, Furu Wei, Nan Yang, Bowen Du, Weifeng Lv, Ming Zhou

* AAAI18 

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