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Yuezun Li (李岳尊)

I am an assistant professor/lecturer in the institute of Artificial Intelligence, at Ocean University of China. My research interest lies at computer vision, machine learning and multimedia forensics.

I was a Senior Research Scientist at the Department of Computer Science and Engineering of University at Buffalo, SUNY, working with Prof. Siwei Lyu. I was a summer intern at GE glocal research center during 2016 - 2018. I received Ph.D. degree in computer science at University at Albany, SUNY in 2020, advised by 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.


                 

 Research group: Currently I am leading AI security group (AISec), which interests in computer vision, DNN security and multimedia forensics. Recently, we focuse on countering the newly raised threats introduced by advanced Artificial Intelligence (AI) technologies, e.g., DeepFake detection, image/video manipulation detection and vulnerability of DNNs.

 Prospective students: Please drop me an email if you are interested in internship / M.S. program.

[News]         [Fundings]         [Publications]         [Service]         [中文版]
News
  • [2022.07]: I gave a tutorial at ICME 2022 on DeepFake creation and detection.   New!
  • [2022.07]: One paper on face synthesis is accepted by PRL 2022.   New!
  • [2022.06]: One paper on DeepFake defense is accepted by ICIP 2022.   New!
  • [2022.06]: One paper on DeepFake detection is accepted by Pattern Recognition 2022.   New!
  • [2022.05]: One paper on DeepFake detection is accepted by MIPR 2022.   New!
  • [2022.02]: One book chapter is publised on Handbook of Digital Face Manipulation and Detection, 2022. Springer.  
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Fundings
  • [2022-2023]: PI, Fundamental Research Funds for the Central Universities, ¥100k.  
  • [2022-2023]: PI, Qingdao Postdoctoral Applied Research Project, ¥50k.  
  • [2021-2022]: PI, CPSF 70-th Support, ¥80k.  
  • [2021-2022]: PI, CPSF Special Support, ¥180k.  

Publications

* Equal contribution, # Corresponding author.

Journals

LandmarkGAN: Synthesizing Faces from Landmarks
Pu Sun*, Yuezun Li*, Honggang Qi and Siwei Lyu.
Pattern Recognition Letters, 2022. [CCF C]


Learning a Deep Dual-level Network for Robust DeepFake Detection
Wenbo Pu, Jing Hu, Xin Wang, Yuezun Li, Shu Hu, Bin Zhu, Qi Song, Xi Wu and Siwei Lyu.
Pattern Recognition (PR), 2022. [CCF B][JCR Q1]


TransRPN: Towards the Transferable Adversarial Perturbations Using Region Proposal Networks and Beyond
Yuezun Li, Ming-Ching Chang, Pu Sun, Honggang Qi, Junyu Dong and Siwei Lyu.
International Journal on Computer Vision and Image Understanding (CVIU), 2021. [CCF B][JCR Q3]


Robust Scene Parsing by Mining Supportive Knowledge from Dataset
Ao Luo, Fan Yang, Xin Li, Yuezun Li, Zhicheng Jiao, Hong Cheng, and Siwei Lyu.
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021. [CCF B][JCR Q1]


Conferences

Faketracer: Exposing DeepFakes with Training Data Contamination
Pu Sun, Yuezun Li#, Honggang Qi and Siwei Lyu.
IEEE Conference on Image Processing (ICIP), 2022. [CCF C]


Detection-by-Simulation: Exposing DeepFake via Simulating Forgery using Face Reconstruction
Jiaran Zhou and Yuezun Li#.
IEEE International Conference on Multimedia Information Processing and Retrieval (MIPR), 2022.


Invisible Backdoor Attack with Sample-Specific Triggers
Yuezun Li, Yiming Li, Baoyuan Wu, Longkang Li, Ran He and Siwei Lyu.
IEEE International Conference on Computer Vision (ICCV), 2021. [CCF A]


DFGC 2021: A DeepFake Game Competition
Bo Peng, Hongxing Fan, Wei Wang, Jing Dong, Yuezun Li, Siwei Lyu, etc.
International Joint Conference on Biometrics (IJCB), 2021. [CCF C]


DeepFake-o-meter: An Open Platform for DeepFake Detection
Yuezun Li,Cong Zhang, Pu Sun, Lipeng Ke, Yan Ju, Honggang Qi and Siwei Lyu.
Systematic Approaches to Digital Forensic Engineering, in conjunction with the IEEE Security and Privacy Smposium (S&P), 2021.


Imperceptible Adversarial Examples For Fake Image Detection
Quanyu Liao, Yuezun Li, Xin Wang, Bin Kong, Bin Zhu, Siwei Lyu, Youbing Yin, Qi Song and Xi Wu.
IEEE Conference on Image Processing (ICIP), 2021. [CCF C]


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. [CCF B]


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.

[Code]

Fast Portrait Segmentation with Highly Light-weight Network
Yuezun Li*, Ao Luo* and Siwei Lyu.
IEEE International Conference on Image Processing (ICIP), 2020. [CCF C]

[Code]

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. [CCF A]


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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; International Journal of Computer Vision; IEEE Transactions on Multimedia; IEEE Transactions on Circuits and Systems for Video Technology

Conference Reviewer: ECCV; AAAI; ICCV; CVPR; IJCB