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Repairing Adversarial Texts through Perturbation


Dec 29, 2021
Guoliang Dong, Jingyi Wang, Jun Sun, Sudipta Chattopadhyay, Xinyu Wang, Ting Dai, Jie Shi, Jin Song Dong


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Automatic Fairness Testing of Neural Classifiers through Adversarial Sampling


Jul 29, 2021
Peixin Zhang, Jingyi Wang, Jun Sun, Xinyu Wang, Guoliang Dong, Xingen Wang, Ting Dai, Jin Song Dong


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Probabilistic Verification of Neural Networks Against Group Fairness


Jul 18, 2021
Bing Sun, Jun Sun, Ting Dai, Lijun Zhang


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Rethinking Natural Adversarial Examples for Classification Models


Feb 23, 2021
Xiao Li, Jianmin Li, Ting Dai, Jie Shi, Jun Zhu, Xiaolin Hu

* 12 pages 

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Towards Repairing Neural Networks Correctly


Dec 03, 2020
Guoliang Dong, Jun Sun, Jingyi Wang, Xinyu Wang, Ting Dai


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Analyzing Recurrent Neural Network by Probabilistic Abstraction


Sep 22, 2019
Guoliang Dong, Jingyi Wang, Jun Sun, Yang Zhang, Xinyu Wang, Ting Dai, Jin Song Dong


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