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Yuzhen Lin

Postdoctoral Researcher
University of Naples Federico II
linyuzhen810@gmail.com; linyuzhen2020@email.szu.edu.cn


🧘 About Me

Hello! I am Yuzhen Lin, a postdoctoral researcher at the University of Naples Federico II. I received my Ph.D. in Information and Communication Engineering from Shenzhen University in June 2025. My research lies in Multimedia Forensics and Security, with a focus on deepfake detection, image forgery detection, and the security of AIGC content and generative models.

🔬 Research Interests

🔥 News

📝 Selected Publications

  1. Guard Me If You Know Me: Protecting Specific Face-Identity from Deepfakes
    Kaiqing Lin, Zhiyuan Yan, Ke-Yue Zhang, Li Hao, Yue Zhou, Yuzhen Lin, Weixiang Li, Taiping Yao, Shouhong Ding, Bin Li
    Annual Conference on Neural Information Processing Systems (NeurIPS), 2025.
  2. Reinforced Multi-teacher Knowledge Distillation for Efficient General Image Forgery Detection and Localization
    Zeqin Yu, Jiangqun Ni, Jian Zhang, Haoyi Deng, Yuzhen Lin
    Proceedings of the AAAI Conference on Artificial Intelligence (AAAI, Oral), 2025.
  3. Standing on the Shoulders of Giants: Reprogramming Visual-Language Model for General Deepfake Detection
    Kaiqing Lin, Yuzhen Lin, Weixiang Li, Taiping Yao, Bin Li
    Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2025.
  4. Fake it till you make it: Curricular Dynamic Forgery Augmentations Towards General Deepfake Detection
    Yuzhen Lin, Wentang Song, Bin Li, Yuezun Li, Jiangqun Ni, Han Chen, Qiushi Li
    European Conference on Computer Vision (ECCV), 2024.
  5. A Quality-Centric Framework for Generic Deepfake Detection
    Wentang Song, Zhiyuan Yan, Yuzhen Lin, Taiping Yao, Changsheng Chen, Shen Chen, Yandan Zhao, Shouhong Ding, Bin Li
    arXiv:2411.05335, 2024.
  6. DiffForensics: Leveraging Diffusion Prior to Image Forgery Detection and Localization
    Zeqin Yu, Jiangqun Ni, Yuzhen Lin, Haodong Deng, Bin Li
    Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
  7. Towards General Deepfake Detection with Dynamic Curriculum
    Wentang Song, Yuzhen Lin, Bin Li
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024.
  8. Detection of Photoplethysmography Manipulation in Video Forgery
    Yuzhen Lin, Emanuele Maiorana, Bin Li, Patrizio Campisi
    31st European Signal Processing Conference (EUSIPCO), 2023.
  9. Learning to Locate the Text Forgery in Smartphone Screenshots
    Zeqin Yu, Bin Li, Yuzhen Lin, Jinhua Zeng, Jishen Zeng
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023.
  10. Learning Features of Intra-Consistency and Inter-Diversity: Keys Toward Generalizable Deepfake Detection
    Han Chen, Yuzhen Lin, Bin Li, Shunquan Tan
    IEEE Transactions on Circuits and Systems for Video Technology, 2022.
  11. Source-ID-Tracker: Source Face Identity Protection in Face Swapping
    Yuzhen Lin, Han Chen, Emanuele Maiorana, Patrizio Campisi, Bin Li
    IEEE International Conference on Multimedia and Expo (ICME), 2022.
  12. Towards Generalizable Deepfake Face Forgery Detection with Semi-Supervised Learning and Knowledge Distillation
    Yuzhen Lin, Han Chen, Bin Li, Junqiang Wu
    IEEE International Conference on Image Processing (ICIP), 2022.
  13. Exposing Face Forgery Clues via Retinex-Based Image Enhancement
    Han Chen, Yuzhen Lin, Bin Li
    Proceedings of the Asian Conference on Computer Vision (ACCV), 2022.

👨🏻‍💻 Services

Journal Reviewer

oIEEE Transactions on Information Forensics and Security (TIFS)
oIEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
oIEEE Transactions on Biometrics, Behavior, and Identity Science (TBIOM)
oNeural Networks (NN)
oPattern Recognition (PR)
oSignal Processing (SP)
oIEEE Signal Processing Letters (SPL)

Conference Reviewer

oInternational Conference on Learning Representations (ICLR)
oNeural Information Processing Systems (NeurIPS)
oIEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
oAAAI Conference on Artificial Intelligence (AAAI)
oACM International Conference on Multimedia (ACM MM)
oIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
oACM International Conference on Multimedia Retrieval (ICMR)

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