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MUTEN: Boosting Gradient-Based Adversarial Attacks via Mutant-Based Ensembles


Sep 27, 2021
Yuejun Guo, Qiang Hu, Maxime Cordy, Michail Papadakis, Yves Le Traon


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Understanding Deep MIMO Detection


May 11, 2021
Qiang Hu, Feifei Gao, Hao Zhang, Geoffrey Y. Li, Zongben Xu


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TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation


Feb 16, 2021
Yundong Zhang, Huiye Liu, Qiang Hu

* 8 pages, 1 figure, 3 tables 

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LGNN: A Context-aware Line Segment Detector


Aug 29, 2020
Quan Meng, Jiakai Zhang, Qiang Hu, Xuming He, Jingyi Yu

* 9 pages, 7 figures 

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LGNN: a Context-aware Line Segment Detector


Aug 13, 2020
Quan Meng, Jiakai Zhang, Qiang Hu, Xuming He, Jingyi Yu

* 9 pages, 7 figures 

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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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An Empirical Study towards Characterizing Deep Learning Development and Deployment across Different Frameworks and Platforms


Sep 15, 2019
Qianyu Guo, Sen Chen, Xiaofei Xie, Lei Ma, Qiang Hu, Hongtao Liu, Yang Liu, Jianjun Zhao, Xiaohong Li


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An Orchestrated Empirical Study on Deep Learning Frameworks and Platforms


Nov 13, 2018
Qianyu Guo, Xiaofei Xie, Lei Ma, Qiang Hu, Ruitao Feng, Li Li, Yang Liu, Jianjun Zhao, Xiaohong Li


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Nearly-tight bounds on linear regions of piecewise linear neural networks


Nov 01, 2018
Qiang Hu, Hao Zhang

* Counting linear regions of neural networks 

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Secure Deep Learning Engineering: A Software Quality Assurance Perspective


Oct 10, 2018
Lei Ma, Felix Juefei-Xu, Minhui Xue, Qiang Hu, Sen Chen, Bo Li, Yang Liu, Jianjun Zhao, Jianxiong Yin, Simon See


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