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End-to-end Robustness for Sensing-Reasoning Machine Learning Pipelines

Mar 06, 2020
Zhuolin Yang, Zhikuan Zhao, Hengzhi Pei, Boxin Wang, Bojan Karlas, Ji Liu, Heng Guo, Bo Li, Ce Zhang

* 43 pages, 9 figures 

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Reinforcement-Learning based Portfolio Management with Augmented Asset Movement Prediction States

Feb 09, 2020
Yunan Ye, Hengzhi Pei, Boxin Wang, Pin-Yu Chen, Yada Zhu, Jun Xiao, Bo Li

* AAAI 2020 

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AdvCodec: Towards A Unified Framework for Adversarial Text Generation

Dec 22, 2019
Boxin Wang, Hengzhi Pei, Han Liu, Bo Li


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The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks

Nov 17, 2019
Yuheng Zhang, Ruoxi Jia, Hengzhi Pei, Wenxiao Wang, Bo Li, Dawn Song


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Multi-Criteria Chinese Word Segmentation with Transformer

Jun 28, 2019
Xipeng Qiu, Hengzhi Pei, Hang Yan, Xuanjing Huang

* 18 

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