2025

• Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face Detector
  Xiao Guo, Xiufeng Song, Yue Zhang, Xiaohong Liu, Xiaoming Liu
  In Proceeding of IEEE Computer Vision and Pattern Recognition (CVPR 2025), Nashville, TN, Jun. 2025 (Oral presentation)
  Bibtex | arXiv
@inproceedings{ rethinking-vision-language-model-in-face-forensics-multi-modal-interpretable-forged-face-detector,
  author = { Xiao Guo and Xiufeng Song and Yue Zhang and Xiaohong Liu and Xiaoming Liu },
  title = { Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face Detector },
  booktitle = { In Proceeding of IEEE Computer Vision and Pattern Recognition },
  address = { Nashville, TN },
  month = { June },
  year = { 2025 },
}

2024

• Reverse Engineering of Deceptions on Machine- and Human-Centric Attacks
  Yuguang Yao, Xiao Guo, Vishal Asnani, Yifan Gong, Jiancheng Liu, Xue Lin, Xiaoming Liu, Sijia Liu
  Foundations and Trends in Privacy and Security, , Jan. 2024
  Bibtex | PDF
@article{ reverse-engineering-of-deceptions-on-machine-and-human-centric-attacks,
  author = { Yuguang Yao and Xiao Guo and Vishal Asnani and Yifan Gong and Jiancheng Liu and Xue Lin and Xiaoming Liu and Sijia Liu },
  title = { Reverse Engineering of Deceptions on Machine- and Human-Centric Attacks },
  journal = { Foundations and Trends in Privacy and Security },
  month = { January },
  year = { 2024 },
}
• Language-guided Hierarchical Fine-grained Image Forgery Detection and Localization
  Xiao Guo, Xiaohong Liu, Iacopo Masi, Xiaoming Liu
  International Journal of Computer Vision (IJCV 2024), Dec. 2024
  Bibtex | PDF | Code
@inproceedings{ language-guided-hierarchical-fine-grained-image-forgery-detection-and-localization,
  author = { Xiao Guo and Xiaohong Liu and Iacopo Masi and Xiaoming Liu },
  title = { Language-guided Hierarchical Fine-grained Image Forgery Detection and Localization },
  booktitle = { International Journal of Computer Vision },
  address = { },
  month = { December },
  year = { 2024 },
}
• On Learning Multi-Modal Forgery Representation for Diffusion Generated Video Detection
  Xiufeng Song, Xiao Guo, Xiaohong Liu, Jiache Zhang, Qirui Li, Lei Bai, Xiaoming Liu, Guangtao Zhai
  Proceeding of Thirty-eighth Conference on Neural Information Processing Systems (NeurIPS 2024), Vancouver, Canada, Dec. 2024
  Bibtex | PDF | arXiv
@inproceedings{ on-learning-multi-modal-forgery-representation-for-diffusion-generated-video-detection,
  author = { Xiufeng Song and Xiao Guo and Xiaohong Liu and Jiache Zhang and Qirui Li and Lei Bai and Xiaoming Liu and Guangtao Zhai },
  title = { On Learning Multi-Modal Forgery Representation for Diffusion Generated Video Detection },
  booktitle = { Proceeding of Thirty-eighth Conference on Neural Information Processing Systems },
  address = { Vancouver, Canada },
  month = { December },
  year = { 2024 },
}
• Tracing Hyperparameter Dependencies for Model Parsing via Learnable Graph Pooling Network
  Xiao Guo, Vishal Asnani, Sijia Liu, Xiaoming Liu
  Proceeding of Thirty-eighth Conference on Neural Information Processing Systems (NeurIPS 2024), Vancouver, Canada, Dec. 2024
  Bibtex | PDF | arXiv
@inproceedings{ tracing-hyperparameter-dependencies-for-model-parsing-via-learnable-graph-pooling-network,
  author = { Xiao Guo and Vishal Asnani and Sijia Liu and Xiaoming Liu },
  title = { Tracing Hyperparameter Dependencies for Model Parsing via Learnable Graph Pooling Network },
  booktitle = { Proceeding of Thirty-eighth Conference on Neural Information Processing Systems },
  address = { Vancouver, Canada },
  month = { December },
  year = { 2024 },
}

2023

• Hierarchical Fine-Grained Image Forgery Detection and Localization
  Xiao Guo, Xiaohong Liu, Zhiyuan Ren, Steven Grosz, Iacopo Masi, Xiaoming Liu
  In Proceeding of IEEE Computer Vision and Pattern Recognition (CVPR 2023), Vancouver, Canada, Jun. 2023
  Bibtex | PDF | arXiv | Supplemental | Code
@inproceedings{ hierarchical-fine-grained-image-forgery-detection-and-localization,
  author = { Xiao Guo and Xiaohong Liu and Zhiyuan Ren and Steven Grosz and Iacopo Masi and Xiaoming Liu },
  title = { Hierarchical Fine-Grained Image Forgery Detection and Localization },
  booktitle = { In Proceeding of IEEE Computer Vision and Pattern Recognition },
  address = { Vancouver, Canada },
  month = { June },
  year = { 2023 },
}

2022

• Multi-domain Learning for Updating Face Anti-spoofing Models
  Xiao Guo, Yaojie Liu, Anil Jain, Xiaoming Liu
  In Proceeding of European Conference on Computer Vision (ECCV 2022), Tel-Aviv, Israel, Oct. 2022 (Oral presentation)
  Bibtex | PDF | arXiv | Supplemental | Code
@inproceedings{ multi-domain-learning-for-updating-face-anti-spoofing-models,
  author = { Xiao Guo and Yaojie Liu and Anil Jain and Xiaoming Liu },
  title = { Multi-domain Learning for Updating Face Anti-spoofing Models },
  booktitle = { In Proceeding of European Conference on Computer Vision },
  address = { Tel-Aviv, Israel },
  month = { October },
  year = { 2022 },
}