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Extracting Weighted Finite Automata from Recurrent Neural Networks for Natural Languages


Jun 27, 2022
Zeming Wei, Xiyue Zhang, Meng Sun

* Accepted by ICFEM 2022 

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Spatial-Temporal Sequential Hypergraph Network for Crime Prediction


Jan 07, 2022
Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Liefeng Bo, Xiyue Zhang, Tianyi Chen

* IJCAI 2021 Research Paper 

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Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network


Oct 08, 2021
Xiyue Zhang, Chao Huang, Yong Xu, Lianghao Xia, Peng Dai, Liefeng Bo, Junbo Zhang, Yu Zheng

* Published as a paper at AAAI 2021 

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Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation


Oct 08, 2021
Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Xiyue Zhang, Hongsheng Yang, Jian Pei, Liefeng Bo


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Global Robustness Verification Networks


Jun 08, 2020
Weidi Sun, Yuteng Lu, Xiyue Zhang, Zhanxing Zhu, Meng Sun


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Towards Characterizing Adversarial Defects of Deep Learning Software from the Lens of Uncertainty


Apr 24, 2020
Xiyue Zhang, Xiaofei Xie, Lei Ma, Xiaoning Du, Qiang Hu, Yang Liu, Jianjun Zhao, Meng Sun

* 13 pages 

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