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Can Backdoor Attacks Survive Time-Varying Models?


Jun 08, 2022
Huiying Li, Arjun Nitin Bhagoji, Ben Y. Zhao, Haitao Zheng


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Outlining and Filling: Hierarchical Query Graph Generation for Answering Complex Questions over Knowledge Graph


Nov 01, 2021
Yongrui Chen, Huiying Li, Guilin Qi, Tianxing Wu, Tenggou Wang


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Leveraging Table Content for Zero-shot Text-to-SQL with Meta-Learning


Sep 12, 2021
Yongrui Chen, Xinnan Guo, Chaojie Wang, Jian Qiu, Guilin Qi, Meng Wang, Huiying Li

* Accepted to AAAI 2021 

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Formal Query Building with Query Structure Prediction for Complex Question Answering over Knowledge Base


Sep 08, 2021
Yongrui Chen, Huiying Li, Yuncheng Hua, Guilin Qi

* Accepted to IJCAI 2020 

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Blacklight: Defending Black-Box Adversarial Attacks on Deep Neural Networks


Jun 24, 2020
Huiying Li, Shawn Shan, Emily Wenger, Jiayun Zhang, Haitao Zheng, Ben Y. Zhao


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Fawkes: Protecting Personal Privacy against Unauthorized Deep Learning Models


Feb 19, 2020
Shawn Shan, Emily Wenger, Jiayun Zhang, Huiying Li, Haitao Zheng, Ben Y. Zhao


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Persistent and Unforgeable Watermarks for Deep Neural Networks


Oct 02, 2019
Huiying Li, Emily Willson, Haitao Zheng, Ben Y. Zhao

* 13 pages 

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Regula Sub-rosa: Latent Backdoor Attacks on Deep Neural Networks


May 24, 2019
Yuanshun Yao, Huiying Li, Haitao Zheng, Ben Y. Zhao


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