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Towards Evaluating the Robustness of Deep Diagnostic Models by Adversarial Attack


Mar 05, 2021
Mengting Xu, Tao Zhang, Zhongnian Li, Mingxia Liu, Daoqiang Zhang

* Medical Image Analysis 69 (2021): 101977 
* This version was accepted in the journal Medical Image Analysis (MedIA) 

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Improving the Certified Robustness of Neural Networks via Consistency Regularization


Jan 20, 2021
Mengting Xu, Tao Zhang, Zhongnian Li, Daoqiang Zhang

* 4 pages, appeare in AAAI21-RSEML 

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DISCO: Influence Maximization Meets Network Embedding and Deep Learning


Jun 18, 2019
Hui Li, Mengting Xu, Sourav S Bhowmick, Changsheng Sun, Zhongyuan Jiang, Jiangtao Cui

* 14 pages, 5 figures 

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