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NPC: Neuron Path Coverage via Characterizing Decision Logic of Deep Neural Networks


Mar 26, 2022
Xiaofei Xie, Tianlin Li, Jian Wang, Lei Ma, Qing Guo, Felix Juefei-Xu, Yang Liu

* 27 pages. Accepted to ACM Transactions on Software Engineering and Methodology (TOSEM), 2022 

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Unveiling Project-Specific Bias in Neural Code Models


Jan 19, 2022
Zhiming Li, Yanzhou Li, Tianlin Li, Mengnan Du, Bozhi Wu, Yushi Cao, Xiaofei Xie, Yi Li, Yang Liu


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Interpreting and Improving Adversarial Robustness with Neuron Sensitivity


Sep 16, 2019
Chongzhi Zhang, Aishan Liu, Xianglong Liu, Yitao Xu, Hang Yu, Yuqing Ma, Tianlin Li


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Knowledge Isomorphism between Neural Networks


Aug 05, 2019
Ruofan Liang, Tianlin Li, Longfei Li, Quanshi Zhang


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