Publications | Hui Wei

Selected Publications

Revisiting Adversarial Patches for Designing Camera-Agnostic Attacks against Person Detection
Hui Wei, Zhixiang Wang, Kewei Zhang, Jiaqi Hou, Yuanwei Liu, Hao Tang, Zheng Wang
Advances in Neural Information Processing Systems (NeurIPS), 2024
[ Paper ] [ Code ] [ Project Page ] [ BibTeX ]

@inproceedings{wei2024revisiting,
  title={Revisiting Adversarial Patches for Designing Camera-Agnostic Attacks against Person Detection},
  author={Wei, Hui and Wang, Zhixiang and Zhang, Kewei and Hou, Jiaqi and Liu, Yuanwei and Tang, Hao and Wang, Zheng},
  booktitle={Advances in Neural Information Processing Systems},
  volume={37},
  pages={8047--8064},
  year={2024}
}

Moiré Backdoor Attack (MBA): A Novel Trigger for Pedestrian Detectors in the Physical World
Hui Wei, Hanxun Yu, Kewei Zhang, Zhixiang Wang, Jianke Zhu, Zheng Wang
Proceedings of the ACM International Conference on Multimedia (ACM MM), 2023
[ Paper ] [ Code ] [ Poster ] [ BibTeX ]

@inproceedings{wei2023moire,
  title={Moir{\'e} Backdoor Attack (MBA): A Novel Trigger for Pedestrian Detectors in the Physical World},
  author={Wei, Hui and Yu, Hanxun and Zhang, Kewei and Wang, Zhixiang and Zhu, Jianke and Wang, Zheng},
  booktitle={Proceedings of the ACM International Conference on Multimedia},
  pages={8828--8838},
  year={2023}
}

HOTCOLD Block: Fooling Thermal Infrared Detectors with a Novel Wearable Design
Hui Wei, Zhixiang Wang, Xuemei Jia, Yinqiang Zheng, Hao Tang, Shin'ichi Satoh, Zheng Wang
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2023, Oral
[ Paper ] [ Code ] [ BibTeX ]

@inproceedings{wei2023hotcold,
  title={HOTCOLD Block: Fooling Thermal Infrared Detectors with a Novel Wearable Design},
  author={Wei, Hui and Wang, Zhixiang and Jia, Xuemei and Zheng, Yinqiang and Tang, Hao and Satoh, Shin'ichi and Wang, Zheng},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={37},
  number={12},
  pages={15233--15241},
  year={2023}
}

2026

CanonicalPhys: Pose-Robust Remote Photoplethysmography via Canonical-Space Priors
Hui Wei, Seyedata Jodeiri Seyedian, Xiaobai Li, Guoying Zhao
IEEE International Joint Conference on Biometrics (IJCB), 2026 [ arXiv ] [ Code ] [ BibTeX ]

@inproceedings{wei2026canonicalphys,
  title={CanonicalPhys: Pose-Robust Remote Photoplethysmography via Canonical-Space Priors},
  author={Wei, Hui and Jodeiri Seyedian, Seyedata and Li, Xiaobai and Zhao Guoying},
  booktitle={IEEE International Joint Conference on Biometrics},
  year={2026},
  organization={IEEE}
}

Reinforcement-Guided Synthetic Data Generation for Privacy-Sensitive Identity Recognition
Xuemei Jia, Jiawei Du, Hui Wei, Jun Chen, Joey Tianyi Zhou, Zheng Wang
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026 [ arXiv ] [ BibTeX ]

@inproceedings{jia2026reinforcement,
  title={Reinforcement-Guided Synthetic Data Generation for Privacy-Sensitive Identity Recognition},
  author={Jia, Xuemei and Du, Jiawei and Wei, Hui and Chen, Jun and Zhou, Joey Tianyi and Wang, Zheng},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages={20034--20044},
  year={2026}
}

2025

FAB-Attack: Fabric-Aware Adversarial Attacks on Person Detectors under Motion Blur
Jiaqi Hou, Kewei Zhang, Tianyu Yang, Chengyu Jia, Qiqi Lin, Hui Wei, Zheng Wang
ACM International Conference on Multimedia (ACM MM), 2025 [ Paper ] [ BibTeX ]

@inproceedings{hou2025fab,
  title={FAB-Attack: Fabric-Aware Adversarial Attacks on Person Detectors under Motion Blur},
  author={Hou, Jiaqi and Zhang, Kewei and Yang, Tianyu and Jia, Chengyu and Lin, Qiqi and Wei, Hui and Wang, Zheng},
  booktitle={Proceedings of the ACM International Conference on Multimedia},
  pages={7625--7634},
  year={2025}
}

Universally Unfiltered and Unseen: Input-Agnostic Multimodal Jailbreaks against Text-to-Image Model Safeguards
Song Yan, Hui Wei, Jinlong Fei, Guoliang Yang, Zhengyu Zhao, Zheng Wang
ACM International Conference on Multimedia (ACM MM), 2025 [ Paper ] [ arXiv ] [ Code ] [ BibTeX ]

@inproceedings{yan2025universally,
  title={Universally Unfiltered and Unseen: Input-Agnostic Multimodal Jailbreaks against Text-to-Image Model Safeguards},
  author={Yan, Song and Wei, Hui and Fei, Jinlong and Yang, Guoliang and Zhao, Zhengyu and Wang, Zheng},
  booktitle={Proceedings of the ACM International Conference on Multimedia},
  pages={11279--11287},
  year={2025}
}

ProjAttacker: A Configurable Physical Adversarial Attack for Face Recognition via Projector
Yuanwei Liu, Hui Wei, Chengyu Jia, Ruqi Xiao, Weijian Ruan, Xingxing Wei, Joey Tianyi Zhou, Zheng Wang
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025 [ Paper ] [ BibTeX ]

@inproceedings{liu2025projattacker,
  title={ProjAttacker: A Configurable Physical Adversarial Attack for Face Recognition via Projector},
  author={Liu, Yuanwei and Wei, Hui and Jia, Chengyu and Xiao, Ruqi and Ruan, Weijian and Wei, Xingxing and Zhou, Joey Tianyi and Wang, Zheng},
  booktitle={Proceedings of the Computer Vision and Pattern Recognition Conference},
  pages={21248--21257},
  year={2025}
}

Balancing Privacy and Performance: A Many-in-One Approach for Image Anonymization
Xuemei Jia, Jiawei Du, Hui Wei, Ruinian Xue, Zheng Wang, Hongyuan Zhu, Jun Chen
AAAI Conference on Artificial Intelligence (AAAI), 2025 [ Paper ] [ BibTeX ]

@inproceedings{jia2025balancing,
  title={Balancing Privacy and Performance: A Many-in-One Approach for Image Anonymization},
  author={Jia, Xuemei and Du, Jiawei and Wei, Hui and Xue, Ruinian and Wang, Zheng and Zhu, Hongyuan and Chen, Jun},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={39},
  number={17},
  pages={17608--17616},
  year={2025}
}

Adversarial Event Patch for Spiking Neural Networks
Song Yan, Jinlong Fei, Hui Wei, Bingbing Zhao, Zheng Wang, Guoliang Yang
Knowledge-Based Systems (KBS), 2025 [ Paper ] [ Code ] [ BibTeX ]

@article{yan2025adversarial,
  title={Adversarial Event Patch for Spiking Neural Networks},
  author={Yan, Song and Fei, Jinlong and Wei, Hui and Zhao, Bingbing and Wang, Zheng and Yang, Guoliang},
  journal={Knowledge-Based Systems},
  volume={309},
  pages={112865},
  year={2025},
  publisher={Elsevier}
}

2024

Physical Adversarial Attack Meets Computer Vision: A Decade Survey
Hui Wei, Hao Tang, Xuemei Jia, Zhixiang Wang, Hanxun Yu, Zhubo Li, Shin'ichi Satoh, Luc Van Gool, Zheng Wang
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 [ Paper ] [ arXiv ] [ GitHub ] [ BibTeX ]

@article{wei2024physical,
  title={Physical Adversarial Attack Meets Computer Vision: A Decade Survey},
  author={Wei, Hui and Tang, Hao and Jia, Xuemei and Wang, Zhixiang and Yu, Hanxun and Li, Zhubo and Satoh, Shin’ichi and Van Gool, Luc and Wang, Zheng},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
  volume={46},
  number={12},
  pages={9797--9817},
  year={2024},
  publisher={IEEE}
}

Federated Learning Vulnerabilities: Privacy Attacks with Denoising Diffusion Probabilistic Models
Hongyan Gu, Xinyi Zhang, Jiang Li, Hui Wei, Baiqi Li, Xinli Huang
The ACM Web Conference (WWW), 2024 [ Paper ] [ BibTeX ]

@inproceedings{gu2024federated,
  title={Federated Learning Vulnerabilities: Privacy Attacks with Denoising Diffusion Probabilistic Models},
  author={Gu, Hongyan and Zhang, Xinyi and Li, Jiang and Wei, Hui and Li, Baiqi and Huang, Xinli},
  booktitle={Proceedings of the ACM Web Conference},
  pages={1149--1157},
  year={2024}
}