Biography

I'm a lecturer in the Center on Artificial Intelligence, at Ocean University of China. I was a Senior Research Scientist at the Department of Computer Science and Engineering of University at Buffalo, SUNY, working with Prof. Siwei Lyu from 2020.09 to 2020.12. I received Ph.D. degree in computer science at University at Albany, SUNY in 2020. My Ph.D supervisor is Prof. Siwei Lyu. I received M.S. degree in Computer Science in 2015 and B.S. degree in Software Engineering in 2012 at Shandong University. My research interest is mainly focused on computer vision and multimedia forensics.

News

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Experience

Preprints

  1. Hiding Faces in Plain Sight: Disrupting AI Face Synthesis with Adversarial Perturbations
    Yuezun Li, Xin Yang, Baoyuan Wu and Siwei Lyu. arXiv:1906.09288, 2019. [Bibtex]
    @article{li2019hiding,
              title={Hiding Faces in Plain Sight: Disrupting AI Face Synthesis with Adversarial Perturbations},
              author={Li, Yuezun and Yang, Xin and Wu, Baoyuan and Lyu, Siwei},
              journal={arXiv preprint arXiv:1906.09288},
              year={2019}
            }
        
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Publications

  1. Exposing GAN-generated Faces Using Inconsistent Corneal Specular Highlights
    Shu Hu, Yuezun Li and Siwei Lyu. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021. [Bibtex]
    @inproceedings{hu2021corneal,
            author={Hu, Shu and Li, Yuezun and Lyu, Siwei},
            title={Exposing GAN-generated Faces Using Inconsistent Corneal Specular Highlights},
            booktitle={IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
            year={2021}}
        
    [Project page]
  2. Landmark Breaker: Obstructing DeepFake By Disturbing Landmark Extraction
    Pu Sun*, Yuezun Li*, Honggang Qi and Siwei Lyu. IEEE International Workshop on Information Forensics and Security (WIFS), 2020. [Bibtex]
    @inproceedings{sun2020landmarkbreaker,
                author = {Pu Sun and Yuezun Li and Honggang Qi and Siwei Lyu},
                title = {Landmark Breaker: Obstructing DeepFake By Disturbing Landmark Extraction},
                booktitle= {IEEE International Workshop on Information Forensics and Security (WIFS)},
                year = {2020}}
        
  3. Fast Portrait Segmentation with Highly Light-weight Network
    Yuezun Li*, Ao Luo* and Siwei Lyu. IEEE International Conference on Image Processing (ICIP), 2020. [Bibtex]
    @inproceedings{li2020fastseg,
                author = {Yuezun Li and Ao Luo and Siwei Lyu},
                title = {Fast Portrait Segmentation with Highly Light-weight Network},
                booktitle= {IEEE International Conference on Image Processing (ICIP)},
                year = {2020}}
        
  4. Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics
    Yuezun Li, Xin Yang, Pu Sun, Honggang Qi and Siwei Lyu. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2020. [Bibtex]
    @inproceedings{Celeb_DF_cvpr20,
               author = {Yuezun Li and Xin Yang and Pu Sun and Honggang Qi and Siwei Lyu},
               title = {Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics},
               booktitle= {IEEE Conference on Computer Vision and Patten Recognition (CVPR)},
               year = {2020}}
        
    [Celeb-DF dataset]
  5. Exploring the Vulnerability of Single Shot Module in Object Detectors via Imperceptible Background Patches
    Yuezun Li, Xiao Bian, Ming-Ching Chang and Siwei Lyu. The British Machine Vision Conference (BMVC), 2019. [Bibtex]
    @inproceedings{li2019ibp,
            author={Li, Yuezun and Bian, Xiao and Chang, Mingching and Lyu, Siwei},
            title={Exploring the Vulnerability of Single Shot Module in Object Detectors via Imperceptible Background Patches},
            booktitle={The British Machine Vision Conference (BMVC)},
            year={2019}}
        
  6. Graph-to-Graph Energy Minimization for Video Object Segmentation
    Yuezun Li*, Longyin Wen*, Ming-Ching Chang and Siwei Lyu. IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS), 2019. (Oral) [Bibtex]
    @inproceedings{li2019g2gvos,
            author={Li, Yuezun and Wen, Longyin and Chang, Mingching and Lyu, Siwei},
            title={Graph-to-Graph Energy Minimization for Video Object Segmentation},
            booktitle={IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS)},
            year={2019}}
        
  7. Exposing DeepFake Videos By Detecting Face Warping Artifacts
    Yuezun Li and Siwei Lyu. IEEE International Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), 2019. [Bibtex]
    @inproceedings{li2019fwa,
            author={Li, Yuezun and Lyu, Siwei},
            title={Exposing DeepFake Videos By Detecting Face Warping Artifacts},
            booktitle={IEEE International Conference on Computer Vision and Pattern Recognition Workshop (CVPRW)},
            year={2019}}
        
    [Code]
  8. De-identification Without Losing Faces
    Yuezun Li and Siwei Lyu. ACM Workshop on Information Hiding and Multimedia Security (IHMMSec), 2019. [Bibtex]
    @inproceedings{li2019deid,
            author={Li, Yuezun and Lyu, Siwei},
            title={De-identification Without Losing Faces},
            booktitle={ACM Workshop on Information Hiding and Multimedia Security (IHMMSec)},
            year={2019}}
        
  9. Exposing GAN-synthesized Faces Using Landmark Locations
    Xin Yang, Yuezun Li, Honggang Qi and Siwei Lyu. ACM Workshop on Information Hiding and Multimedia Security (IHMMSec), 2019 [Bibtex]
    @inproceedings{yang2019exposinggan,
            author={Yang, Xin and Li, Yuezun and Qi, Honggang and Lyu, Siwei},
            title={Exposing GAN-synthesized Faces Using Landmark Locations},
            booktitle={ACM Workshop on Information Hiding and Multimedia Security (IHMMSec)},
            year={2019}}
        
  10. Exposing Deep Fakes Using Inconsistent Head Poses
    Xin Yang*, Yuezun Li* and Siwei Lyu. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019. [Bibtex]
    @inproceedings{yang2019headpose,
            author={Yang, Xin and Li, Yuezun and Lyu, Siwei},
            title={Exposing GAN-synthesized Faces Using Landmark Locations},
            booktitle={IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
            year={2019}}
        
    [Code]
  11. Robust Adversarial Perturbation on Deep Proposal-based Models
    Yuezun Li, Daniel Tian, Ming-Ching Chang, Xiao Bian and Siwei Lyu. The British Machine Vision Conference (BMVC), 2018. [Bibtex]
    @inproceedings{li2018rap,
                author={Li, Yuezun and Tian, Daniel and Chang, Mingching and Bian, Xiao and Lyu, Siwei},
                title={Robust Adversarial Perturbation on Deep Proposal-based Models},
                booktitle={BMVC},
                year={2018}}
        
    [Code]
  12. In Ictu Oculi: Exposing AI Generated Fake Face Videos by Detecting Eye Blinking
    Yuezun Li, Ming-Ching Chang and Siwei Lyu. IEEE International Workshop on Information Forensics and Security (WIFS), 2018. [Bibtex]
    @inproceedings{li2018ictu,
              title={In Ictu Oculi: Exposing AI Generated Fake Face Videos by Detecting Eye Blinking},
              author={Li, Yuezun and Chang, Ming-Ching and Lyu, Siwei},
              Booktitle={IEEE International Workshop on Information Forensics and Security (WIFS)},
              year={2018}}
        
    [Code][UADFV dataset]
  13. Pixel Offset Regression (POR) for Single-shot Instance Segmentation
    Yuezun Li, Xiao Bian, Ming-Ching Chang, Longyin Wen and Siwei Lyu. IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS), 2018.
  14. UA-DETRAC 2017: Report of AVSS2017 & IWT4S Challenge on Advanced Traffic Monitoring
    Siwei Lyu, Ming-Ching Chang, Dawei Du, Longyin Wen, Honggang Qi, Yuezun Li, Yi Wei and et.al. IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS), 2017.
  15. The Visual Object Tracking VOT2015 Challenge Results
    (as participating team). IEEE International Conference on Computer Vision (ICCV) Workshops, 2015.
  16. The Thermal Infrared Visual Object Tracking VOT-TIR2015 Challenge Results
    (as participating team). IEEE International Conference on Computer Vision (ICCV) Workshops, 2015.
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Talks

Service

Journal Reviewer: IEEE Transactions on Information Forensics and Security; IEEE Transactions on Pattern Analysis and Machine Intelligence; IEEE Transactions on Neural Networks and Learning Systems; IEEE Journal of Selected Topics in Signal Processing; Signal Processing; IEEE Transactions on Multimedia; IEEE Transactions on Emerging Topics in Computational Intelligence.

Conference Reviewer: CVPR; IJCB; AVSS