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

• 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 },
}

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

• PSSC-Net: Progressive Spatio-Channel Correlation Network for Image Manipulation Detection and Localization
  Xiaohong Liu, Yaojie Liu, Jun Chen, Xiaoming Liu
  IEEE Transactions on Circuits and Systems for Video Technology, , Jul. 2022 (in press)
  Bibtex | PDF | arXiv | Code
@article{ pssc-net-progressive-spatio-channel-correlation-network-for-image-manipulation-detection-and-localization,
  author = { Xiaohong Liu and Yaojie Liu and Jun Chen and Xiaoming Liu },
  title = { PSSC-Net: Progressive Spatio-Channel Correlation Network for Image Manipulation Detection and Localization },
  journal = { IEEE Transactions on Circuits and Systems for Video Technology },
  month = { July },
  year = { 2022 },
}