PhyTracker: An Online Tracker for Phytoplankton
Yang Yu⁺, Qingxuan Lv, Yuezun Li^#, Zhiqiang Wei, Junyu Dong^#
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024.
[Code]

FreqBlender: Enhancing DeepFake Detection by Blending Frequency Knowledge
Hanzhe Li⁺, Jiaran Zhou, Yuezun Li^#, Baoyuan Wu, Bin Li, Junyu Dong
Annual Conference on Neural Information Processing Systems (NeurIPS), 2024.
[Code]

DPL: Cross-quality DeepFake Detection via Dual Progressive Learning
Dongliang Zhang⁺, Yunfei Li⁺, Jiaran Zhou, Yuezun Li^#
Asian Conference on Computer Vision (ACCV), 2024.
[Code]

TPAM: Transferable Perceptual-constrained Adversarial Meshes
Tengjia Kang⁺, Yuezun Li, Jiaran Zhou, Shiqing Xin, Junyu Dong, Changhe Tu
Pacific Graphics (PG), 2024.

FastForensics: Efficient Two-Stream Design for Real-Time Image Manipulation Detection
Yangxiang Zhang⁺, Yuezun Li^#, Ao Luo, Jiaran Zhou, Junyu Dong
British Machine Vision Conference (BMVC), 2024.
[Code]

Mumpy: Multilateral Temporal-view Pyramid Transformer for Video Inpainting Detection
Ying Zhang⁺, Yuezun Li^#, Bo Peng, Jiaran Zhou, Huiyu Zhou, Junyu Dong
British Machine Vision Conference (BMVC), 2024.
[Code]

DomainForensics: Exposing Face Forgery across Domains via Bi-directional Adaptation
Qingxuan Lv⁺, Yuezun Li^#, Junyu Dong^#, Sheng Chen, Hui Yu, Huiyu Zhou, Shu Zhang
IEEE Transactions on Information Forensics and Security (TIFS), 2024.
[Code]

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.

COMICS: End-to-end Bi-grained Contrastive Learning for Multi-face Forgery Detection
Cong Zhang⁺, Honggang Qi, Shuhui Wang, Yuezun Li^#, Siwei Lyu
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024.
[Code]

ForensicsForest Family: Multi-scale Hierarchical Cascade Forests for GAN Faces
Jiucui Lu⁺, Jiaran Zhou^#, Junyu Dong, Bin Li, Siwei Lyu, Yuezun Li^#
IEEE Transactions on Information Forensics and Security (TIFS), 2024. (Extended from ICME 2023)
[Code]

FakeTracer: Catching Face-swap DeepFakes via Implanting Traces in Training
Pu Sun⁺, Honggang Qi, Yuezun Li^#, Siwei Lyu
IEEE Transactions on Emerging Topics in Computing (TETC), 2024. (Extended from ICIP2022)
[Code]

Dynamic Soft Labeling for Visual Semantic Embedding
Jiaao Yu⁺, Yunlai Ding, Junyu Dong, Yuezun Li
ACM International Conference on Multimedia Retrieval (ICMR), 2024.

Multiview Adaptive Attention Pooling for Image-Text Retrieval
Yunlai Ding⁺, Jiaao Yu⁺, Qingxuan Lv, Haoran Zhao, Junyu Dong, Yuezun Li
Knowledge-Based Systems (KBS), 2024.

LandmarkBreaker: Obstructing DeepFakes by Disrupting Facial Landmark Extraction
Yuezun Li, Pu Sun, Honggang Qi, Siwei Lyu
Computer Vision and Image Understanding (CVIU), 2024. (Extended from WIFS2020)

Enhancing Adversarial Robustness of DNNs via Weight Decorrelation in Training
Cong Zhang, Yuezun Li, Honggang Qi, Siwei Lyu
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024.

AdaNI: Adaptive Noise Injection to Improve Adversarial Robustness
Yuezun Li, Cong Zhang, Honggang Qi, Siwei Lyu
Computer Vision and Image Understanding (CVIU), 2024.
[Code]

PMOT2023: A large-scale multi-object tracking (MOT) dataset with application to phytoplankton observation
Jiaao Yu⁺, Qingxuan Lv, Yuezun Li^#, Junyu Dong^#, Haoran Zhao, Qiong Li.
Journal of Marine Science and Engineering (JMSE), 2023. (interdiscipline)

Robust Scene Parsing by Mining Supportive Knowledge from Dataset
Ao Luo, Fan Yang, Xin Li, Yuezun Li, Zhicheng Jiao, Hong Cheng, Siwei Lyu.
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023.

LaFea: Learning Latent Representation beyond Feature for Universal Domain Adaptation
Qingxuan Lv⁺, Yuezun Li^#, Junyu Dong^#, Ziqian Guo.
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023.

Forensics Forest: Multi-scale Hierarchical Cascade Forest for Detecting GAN-generated Faces
Jiucui Lu⁺, Yuezun Li^#, Jiaran Zhou, Bin Li, Siwei Lyu.
IEEE International Conference on Multimedia and Expo (ICME), 2023. (Oral)

Face Poison: Obstructing DeepFakes by Disrupting Face Detection
Yuezun Li, Jiaran Zhou, Siwei Lyu.
IEEE International Conference on Multimedia and Expo (ICME), 2023.

Improving Transferable Adversarial Attack via Feature-Momentum
Xianglong He⁺, Yuezun Li^#, Haipeng Qu, Junyu Dong.
Computers & Security (COSE), 2023.
[Code]

Watching the BiG Artifacts: Exposing DeepFake Videos via Bi-Granularity Artifacts
Han Chen^*, Yuezun Li^*, Dongdong Lin, Bin Li, Junqiang Wu.
Pattern Recognition (PR), 2023.

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

LandmarkGAN: Synthesizing Faces from Landmarks
Pu Sun^*, Yuezun Li^*, Honggang Qi, Siwei Lyu.
Pattern Recognition Letters (PRL), 2022.
[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, Siwei Lyu.
Pattern Recognition (PR), 2022.

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

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

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

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.

DeepFake-o-meter: An Open Platform for DeepFake Detection
Yuezun Li, Cong Zhang, Pu Sun, Lipeng Ke, Yan Ju, Honggang Qi, Siwei Lyu.
Systematic Approaches to Digital Forensic Engineering (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, Xi Wu.
IEEE Conference on Image Processing (ICIP), 2021.

Exposing GAN-generated Faces Using Inconsistent Corneal Specular Highlights
Shu Hu, Yuezun Li, Siwei Lyu.
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021.
[Code]

Landmark Breaker: Obstructing DeepFake By Disturbing Landmark Extraction
Pu Sun^*, Yuezun Li^*, Honggang Qi, Siwei Lyu.
IEEE International Workshop on Information Forensics and Security (WIFS), 2020.

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

Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics
Yuezun Li, Xin Yang, Pu Sun, Honggang Qi, Siwei Lyu.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
[Dataset download]

Exploring the Vulnerability of Single Shot Module in Object Detectors via Imperceptible Background Patches
Yuezun Li, Xiao Bian, Ming-Ching Chang, Siwei Lyu.
British Machine Vision Conference (BMVC), 2019.

Graph-to-Graph Energy Minimization for Video Object Segmentation
Yuezun Li^*, Longyin Wen^*, Ming-Ching Chang, Siwei Lyu.
IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), 2019 (Oral)

Exposing DeepFake Videos By Detecting Face Warping Artifacts
Yuezun Li, Siwei Lyu.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop on Media Forensics, 2019.
[Code]

De-identification Without Losing Faces
Yuezun Li, Siwei Lyu.
ACM Workshop on Information Hiding and Multimedia Security (IHMMSec), 2019

Exposing GAN-synthesized Faces Using Landmark Locations
Xin Yang, Yuezun Li, Honggang Qi, Siwei Lyu.
ACM Workshop on Information Hiding and Multimedia Security (IHMMSec), 2019

Exposing Deep Fakes Using Inconsistent Head Poses
Xin Yang^*, Yuezun Li^*, Siwei Lyu.
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019
[Code]

Robust Adversarial Perturbation on Deep Proposal-based Models
Yuezun Li, Daniel Tian, Ming-Ching Chang, Xiao Bian, Siwei Lyu.
British Machine Vision Conference (BMVC), 2018
[Code]

In Ictu Oculi: Exposing AI Generated Fake Face Videos by Detecting Eye Blinking
Yuezun Li, Ming-Ching Chang, Siwei Lyu.
IEEE International Workshop on Information Forensics and Security (WIFS), 2018
[Code] / [Dataset download]

Pixel Offset Regression (POR) for Single-shot Instance Segmentation
Yuezun Li, Xiao Bian, Ming-Ching Chang, Longyin Wen, Siwei Lyu.
IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), 2018