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Learning to Prevent Profitless Neural Code Completion


Sep 13, 2022
Zhensu Sun, Xiaoning Du, Fu Song, Shangwen Wang, Mingze Ni, Li Li

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* 10 pages 

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On the Importance of Building High-quality Training Datasets for Neural Code Search


Feb 14, 2022
Zhensu Sun, Li Li, Yan Liu, Xiaoning Du, Li Li

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* 11 pages, accepted to ICSE 2022 

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CoProtector: Protect Open-Source Code against Unauthorized Training Usage with Data Poisoning


Oct 25, 2021
Zhensu Sun, Xiaoning Du, Fu Song, Mingze Ni, Li Li

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* 8 pages 

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Towards Characterizing Adversarial Defects of Deep Learning Software from the Lens of Uncertainty


Apr 24, 2020
Xiyue Zhang, Xiaofei Xie, Lei Ma, Xiaoning Du, Qiang Hu, Yang Liu, Jianjun Zhao, Meng Sun

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* 13 pages 

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Who is Real Bob? Adversarial Attacks on Speaker Recognition Systems


Nov 03, 2019
Guangke Chen, Sen Chen, Lingling Fan, Xiaoning Du, Zhe Zhao, Fu Song, Yang Liu

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Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks


Sep 08, 2019
Yaqin Zhou, Shangqing Liu, Jingkai Siow, Xiaoning Du, Yang Liu

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* accepted by NeurIPS 2019 

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DeepCruiser: Automated Guided Testing for Stateful Deep Learning Systems


Dec 13, 2018
Xiaoning Du, Xiaofei Xie, Yi Li, Lei Ma, Jianjun Zhao, Yang Liu

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