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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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LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification


Jan 09, 2021
Ting Jiang, Deqing Wang, Leilei Sun, Huayi Yang, Zhengyang Zhao, Fuzhen Zhuang


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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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