Xiaoning Du

@inproceedings{sun2024dynamicinference,
  title = {When Neural Code Completion Models Size up the Situation: Attaining Cheaper and Faster Completion through Dynamic Model Inference},
  author = {Sun, Zhensun and Du, Xiaoning and Song, Fu and Wang, Shangwen and Li, Li},
  booktitle = {46th International Conference on Software Engineering (ICSE)},
  year = {2024},
}

@inproceedings{wang2023distxplore,
  title = {DistXplore: Distribution-guided Testing for Evaluating and Enhancing Deep Learning Systems},
  author = {Wang, Longtian and Xie, Xiaofei and Du, Xiaoning and Tian, Meng and Guo, Qing and Yang, Zheng and Shen, Chao},
  booktitle = {31st ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (FSE)},
  year = {2023},
}

@inproceedings{sun2023comark,
  title = {CodeMark: Imperceptible Watermarking for Code Datasets against Neural Code Completion Models},
  author = {Sun, Zhensun and Du, Xiaoning and Song, Fu and Li, Li},
  booktitle = {31st ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (FSE)},
  year = {2023},
}

@inproceedings{fuzzjit,
  title = {FuzzJIT: Oracle-Enhanced Fuzzing for JavaScript Engine JIT Compiler},
  author = {Wang, Junjie and Zhang, Zhiyi and Liu, Shuang and Du, Xiaoning and Chen, Junjie},
  booktitle = {The 32nd USENIX Security Symposium (USENIX Security '23)},
  year = {2023},
}

@inproceedings{sun2021coprotector,
  title = {CoProtector: Protect Open-Source Code against Unauthorized Training Usage with Data Poisoning},
  author = {Sun, Zhensun and Du, Xiaoning and Song, Fu and Ni, Mingze and Li, Li},
  booktitle = {The ACM Web Conference 2022 (WWW)},
  year = {2022},
}

@inproceedings{sun2022icse,
  title = {On the Importance of Building High-quality Training Datasets for Neural Code Search},
  author = {Sun, Zhensu and Li, Li and Liu, Yan and Du, Xiaoning and Li, Li},
  booktitle = {44th International Conference on Software Engineering (ICSE)},
  year = {2022},
  nomination = {true},
}

@inproceedings{zhang2021decision,
  title = {Decision-Guided Weighted Automata Extraction from Recurrent Neural Networks},
  author = {Zhang, Xiyue and Du, Xiaoning and Xie, Xiaofei and Ma, Lei and Liu, Yang and Sun, Meng},
  booktitle = {35th AAAI Conference on Artificial Intelligence},
  volume = {35},
  number = {13},
  pages = {11699--11707},
  year = {2021},
}

@inproceedings{chen2021real,
  title = {Who is real bob? adversarial attacks on speaker recognition systems},
  author = {Chen, Guangke and Chen, Sen and Fan, Lingling and Du, Xiaoning and Zhao, Zhe and Song, Fu and Liu, Yang},
  booktitle = {42nd IEEE Symposium on Security and Privacy (SP)},
  pages = {694--711},
  year = {2021},
  organization = {IEEE},
}

@inproceedings{zhang2020towards,
  title = {Towards characterizing adversarial defects of deep learning software from the lens of uncertainty},
  author = {Zhang, Xiyue and Xie, Xiaofei and Ma, Lei and Du, Xiaoning and Hu, Qiang and Liu, Yang and Zhao, Jianjun and Sun, Meng},
  booktitle = {42nd IEEE/ACM International Conference on Software Engineering (ICSE)},
  pages = {739--751},
  year = {2020},
  organization = {IEEE},
}

@inproceedings{du2020marble,
  title = {Marble: Model-based robustness analysis of stateful deep learning systems},
  author = {Du, Xiaoning and Li, Yi and Xie, Xiaofei and Ma, Lei and Liu, Yang and Zhao, Jianjun},
  booktitle = {35th IEEE/ACM International Conference on Automated Software Engineering (ASE)},
  pages = {423--435},
  year = {2020},
}

@inproceedings{du2019deepstellar,
  title = {DeepStellar: model-based quantitative analysis of stateful deep learning systems},
  author = {Du, Xiaoning and Xie, Xiaofei and Li, Yi and Ma, Lei and Liu, Yang and Zhao, Jianjun},
  booktitle = {27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (FSE)},
  pages = {477--487},
  year = {2019},
  organization = {ACM},
  demo = {https://www.youtube.com/watch?v=xxKptWPngJA}
}

@inproceedings{zhou2019devign,
  title = {Devign: effective vulnerability identification by learning comprehensive program semantics via graph neural networks},
  author = {Zhou, Yaqin and Liu, Shangqing and Siow, Jingkai and Du, Xiaoning and Liu, Yang},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2019},
}

@inproceedings{du2019leopard,
  author = {Du, Xiaoning and Chen, Bihuan and Li, Yuekang and Guo, Jianmin and Zhou, Yaqin and Liu, Yang and Jiang, Yu},
  booktitle = {41st IEEE/ACM International Conference on Software Engineering (ICSE)},
  pages = {60--71},
  year = {2019},
  organization = {IEEE},
}

@article{du2019trace,
  title = {Trace-Length Independent Runtime Monitoring of Quantitative Policies},
  author = {Du, Xiaoning and Tiu, Alwen and Cheng, Kun and Liu, Yang},
  journal = {IEEE Transactions on Dependable and Secure Computing (TDSC) (IF 6.404)},
  year = {2019},
  publisher = {IEEE},
}