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On the Convergence of Certified Robust Training with Interval Bound Propagation



Yihan Wang , Zhouxing Shi , Quanquan Gu , Cho-Jui Hsieh

* ICLR 2022 

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On the Faithfulness Measurements for Model Interpretations



Fan Yin , Zhouxing Shi , Cho-Jui Hsieh , Kai-Wei Chang


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Fast Certified Robust Training via Better Initialization and Shorter Warmup



Zhouxing Shi , Yihan Wang , Huan Zhang , Jinfeng Yi , Cho-Jui Hsieh


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On the Adversarial Robustness of Visual Transformers



Rulin Shao , Zhouxing Shi , Jinfeng Yi , Pin-Yu Chen , Cho-Jui Hsieh


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Robust Text CAPTCHAs Using Adversarial Examples



Rulin Shao , Zhouxing Shi , Jinfeng Yi , Pin-Yu Chen , Cho-Jui Hsieh


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Knowledge-Aided Open-Domain Question Answering



Mantong Zhou , Zhouxing Shi , Minlie Huang , Xiaoyan Zhu


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Automatic Perturbation Analysis on General Computational Graphs



Kaidi Xu , Zhouxing Shi , Huan Zhang , Minlie Huang , Kai-Wei Chang , Bhavya Kailkhura , Xue Lin , Cho-Jui Hsieh


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Robustness Verification for Transformers



Zhouxing Shi , Huan Zhang , Kai-Wei Chang , Minlie Huang , Cho-Jui Hsieh

* ICLR 2020 

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Adversarial Examples with Difficult Common Words for Paraphrase Identification



Zhouxing Shi , Minlie Huang , Ting Yao , Jingfang Xu


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A Deep Sequential Model for Discourse Parsing on Multi-Party Dialogues



Zhouxing Shi , Minlie Huang

* Accepted to AAAI 2019 

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