Yuezun Li's Homepage

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 Vision Analysis and Security (VAS) group, which interests in computer vision, DNN security and multimedia forensics. Our group has multiple openings. Please drop me an email if you are interested in internship / M.S. program.

[News] [Fundings] [Publications] [Service] [中文版]

News

[2023.03]: Two papers on DeepFake defense are accepted by ICME. New!
[2023.02]: One paper on Transferable Adversarial Attack is accepted by COSE. New!
[2022.12]: I gave a talk at CCBR 2022 on Recent Advances on AI Security. New!
[2022.11]: One paper on DeepFake detection is accepted by Pattern Recognition. New!
[2022.08]: I gave a tutorial at MIPR 2022 on DeepFake Creation, Detection and Obstruction.
[2022.07]: I gave a tutorial at ICME 2022 on DeepFake creation and detection.
[2022.07]: One paper on face synthesis is accepted by PRL.
[2022.06]: One paper on DeepFake defense is accepted by ICIP.
[2022.06]: One paper on DeepFake detection is accepted by Pattern Recognition.
[2022.05]: One paper on DeepFake detection is accepted by MIPR.
[2022.02]: One book chapter is publised on Handbook of Digital Face Manipulation and Detection, 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)

	Forensics Forest: Multi-scale Hierarchical Cascade Forest for Detecting GAN-generated Faces Jiucui Lu, Yuezun Li^#, Jiaran Zhou, Bin Li and Siwei Lyu. IEEE International Conference on Multimedia and Expo (ICME), 2023. [CCF B] [Code]
	Face Poison: Obstructing DeepFakes by Disrupting Face Detection Yuezun Li, Jiaran Zhou and Siwei Lyu. IEEE International Conference on Multimedia and Expo (ICME), 2023. [CCF B] [Code]
	Improving Transferable Adversarial Attack via Feature-Momentum Xianglong He, Yuezun Li^#, Haipeng Qu and Junyu Dong. Computers & Security (COSE), 2023. [CCF B] [Code]
	Watching the BiG Artifacts: Exposing DeepFake Videos via Bi-Granularity Artifacts Han Chen^, Yuezun Li^, Dongdong Lin, Bin Li and Junqiang Wu. Pattern Recognition (PR), 2023. [CCF B] [Code]
	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] [Code]
	LandmarkGAN: Synthesizing Faces from Landmarks Pu Sun^, Yuezun Li^, Honggang Qi and Siwei Lyu. Pattern Recognition Letters, 2022. [CCF C] [Code]
	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] [Code]
	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. [Code]
	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] [Code]
	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] [Code]
	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] [Code]
	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] [Code]
	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. [Code]
	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] [Code]
	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] [Code]
	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] [Code] / [Dataset download]

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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