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Zhengyu Zhao
(赵正宇)

Associate Professor
Xi'an Jiaotong University
zhengyu.zhao (at) xjtu.edu.cn


About Me

I am an Associate Professor at Xi’an Jiaotong University (XJTU), China. I was a postdoc at CISPA Helmholtz Center for Information Security, Germany, hosted by Prof. Michael Backes. I received my PhD from Radboud University, Netherlands, supervised by Prof. Martha Larson, with the thesis titled Rethinking Realism: Towards More Transferable and Less Suspicious Adversarial Images. My general research interest is Security of Machine Learning; Most of my work has concentrated on analyzing the vulnerability of deep neural networks to various attacks, e.g., adversarial examples and data poisons.

Resources

Pre-prints

  1. Zhengyu Zhao*, Hanwei Zhang*, Renjue Li*, Ronan Sicre, Laurent Amsaleg, Michael Backes, Qi Li, Chao Shen
  2. Bo Yang, Hengwei Zhang, Jindong Wang, Yulong Yang, Chenhao Lin, Chao Shen, Zhengyu Zhao
  3. Weijie Wang, Zhengyu Zhao, Bo Li, Nicu Sebe, Bruno Lepri
  4. Chen Ma*, Ningfei Wang*, Zhengyu Zhao, Qi Alfred Chen, Chao Shen
  5. Chen Ma*, Ningfei Wang*, Zhengyu Zhao, Qian Wang, Qi Alfred Chen, Chao Shen
  6. Yugeng Liu*, Tianshuo Cong*, Zhengyu Zhao, Michael Backes, Yun Shen, Yang Zhang
  7. Hai Huang, Zhengyu Zhao, Yun Shen, Michael Backes, Yang Zhang

Conference Publications

  1. Qiwei Tian, Chenhao Lin, Zhengyu Zhao, Qian Li, Chao Shen
    International Conference on Machine Learning (ICML), 2024.
  2. Hai Huang, Zhengyu Zhao, Yun Shen, Michael Backes, Yang Zhang
    North American Chapter of the Association for Computational Linguistics (NAACL) Findings, 2024.
  3. Junhao Zheng, Chenhao Lin, Jiahao Sun, Zhengyu Zhao, Qian Li, Chao Shen
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
  4. Zhuoran Liu, Zhengyu Zhao, Martha Larson
    International Conference on Machine Learning (ICML), 2023.
  5. Rui Wen, Zhengyu Zhao, Zhuoran Liu, Michael Backes, Tianhao Wang, Yang Zhang
    International Conference on Learning Representations (ICLR), 2023. (Spotlight)
  6. Yiyong Liu, Zhengyu Zhao, Michael Backes, Yang Zhang
    ACM Conference on Computer and Communications Security (CCS), 2022.
  7. Zhengyu Zhao, Zhuoran Liu, Martha Larson
    Neural Information Processing Systems (NeurIPS), 2021.
  8. Zhuoran Liu, Niels Samwel, Léo Weissbart, Zhengyu Zhao, Dirk Lauret, Lejla Batina, Martha Larson
    Network and Distributed System Security Symposium (NDSS), 2021.
  9. Zhengyu Zhao, Zhuoran Liu, Martha Larson
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
  10. Zhuoran Liu, Zhengyu Zhao, Martha Larson
    ACM International Conference on Multimedia Retrieval (ICMR), 2019.

Journal Publications

  1. Yulong Yang, Haoran Fan, Chenhao Lin, Qian Li, Zhengyu Zhao, Chao Shen
    IEEE Transactions on Information Forensics and Security (TIFS), 2024.
  2. Yulong Yang, Chenhao Lin, Qian Li, Zhengyu Zhao, Haoran Fan, Dawei Zhou, Nannan Wang, Tongliang Liu, Chao Shen
    IEEE Transactions on Information Forensics and Security (TIFS), 2024.
  3. Zhengyu Zhao, Zhuoran Liu, Martha Larson
    IEEE Transactions on Information Forensics and Security (TIFS), 2023.

Services

Honors & Awards

Invited Talks

Teaching

Miscellaneous



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