期刊文章:

[TPAMI 2025] Xingming Long,Jie Zhang*,Shiguang Shan. “Generalized Face Liveness Detection via De-fake Face Generator,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI),vol. 47,pp. 1818-1831,2025.

[TIP 2025] Zheng Yuan,Jie Zhang*,Shiguang Shan,Xilin Chen. “FullLoRA: Efficiently Boosting the Robustness of Pretrained Vision Transformers,” IEEE Transactions on Image Processing (TIP),vol 34,pp. 4580 – 4590,2025.

[TIFS 2025]  Jie Zhang,Zhifan Wan,Lanqing Hu,Stephen Lin,Shuzhe Wu,Shiguang Shan*. “Collaboratively Self-supervised Video Representation Learning for Action Recognition,” IEEE Transactions on Information Forensics and Security (TIFS),vol. 20,pp. 1895-1907,2025.

[TPAMI 2024] Zheng Yuan,Jie Zhang*,Zhaoyan Jiang,Liangliang Li,Shiguang Shan."Adaptive Perturbation for Adversarial Attack,"IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI),2024.

[IJCV 2024] Zheng Yuan,Jie Zhang*,Yude Wang,Shiguang Shan,Xilin Chen. “Towards Robust Semantic Segmentation against Patch-based Attack via Attention Refinement,” International Journal of Computer Vision (IJCV),2024.

[TIP 2024]Mingjie He,Jie Zhang,Shiguang Shan*,Xilin Chen."Enhancing Face Recognition with Detachable Self-Supervised Bypass Networks,"IEEE Transactions on Image Processing (TIP),vol. 33,pp. 1588 – 1599,2024.

[TIP 2023] Yude Wang,Jie Zhang,Meina Kan,Shiguang Shan,Xilin Chen."BLPSeg: Balance the Label Preference in Scribble-Supervised Semantic Segmentation,"IEEE Transactions on Image Processing (TIP),vol. 32,pp. 4921-4934,2023.

[TIFS 2023] Xingming Long,Jie Zhang,Shuzhe Wu,Xin Jin,Shiguang Shan*."Dual Sampling Based Causal Intervention for Face Anti-Spoofing with Identity Debiasing,"IEEE Transactions on Information Forensics and Security (TIFS),vol. 19,pp. 851-862,2023.

[TIP 2021] Mingjie He,Jie Zhang,Shiguang Shan*,Xiao Liu,Zhongqin Wu,Xilin Chen."Locality-aware Channel-wise Dropout for Occluded Face Recognition,"IEEE Transactions on Image Processing (TIP),vol. 31,pp. 788-798,2021.

[TIFS 2021] Yunpei Jia,Jie Zhang*,Shiguang Shan."Dual-branch Meta-learning Network with Distribution Alignment for Face Anti-spoofing,"IEEE Transactions on Information Forensics and Security (TIFS),vol. 17,pp. 138-151,2021.

会议文章：

[CVPR 2025] Zonghui Guo,Yingjie Liu,Jie Zhang,Haiyong Zheng,Shiguang Shan."Face Forgery Video Detection via Temporal Forgery Cue Unraveling,”IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2025.

[NeurIPS 2024] Xingming Long,Jie Zhang,Shiguang Shan,Xilin Chen."Rethinking the Evaluation of Out-of-Distribution Detection: A Sorites Paradox,"Annual Conference on Neural Information Processing Systems (NeurIPS),2024.

[CVPR 2024] SiboWang,Jie Zhang,Zheng Yuan,Shiguang Shan. “Pre-trained Model Guided Fine-Tuning for Zero-Shot Adversarial Robustness,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2024.

[CVPR 2024] Zonghui Guo,Xinyu Han,Jie Zhang,Shiguang Shan,Haiyong Zheng. “Video Harmonization with Triplet Spatio-Temporal Variation Patterns,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2024.

[ECCV 2024] Zhongqi Wang,Jie Zhang,Shiguang Shan,Xilin Chen. T2IShield: Defending Against Backdoors on Text-to-Image Diffusion Models. European Conference on Computer Vision (ECCV),2024.

[CVPR 2022] Mingjie He,Jie Zhang,Shiguang Shan,Xilin Chen."Enhancing Face Recognition With Self-Supervised 3D Reconstruction,"IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),pp. 4062-4071,2022.

[ECCV 2022] Zheng Yuan,Jie Zhang,Shiguang Shan."Adaptive Image Transformations for Transfer-Based Adversarial Attack,"European Conference on Computer Vision (ECCV),pp. 1-17,2022.

[ICCV 2021] Zheng Yuan,Jie Zhang,Yunpei Jia,Chuanqi Tan,Tao Xue,Shiguang Shan."Meta Gradient Adversarial Attack,"IEEE/CVF International Conference on Computer Vision (ICCV),pp. 7748-7757,2021.

[CVPR 2020] Yude Wang,Jie Zhang,Meina Kan,Shiguang Shan,Xilin Chen."Self-Supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation,"IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),pp. 12272-12281,2020.

[CVPR 2020] Yunpei Jia,Jie Zhang,Shiguang Shan,Xilin Chen."Single-side Domain Generalization for Face Anti-spoofing,"IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),pp. 8484-8493,2020.

专利：

[1] 一种利用上下文信息的三分类人脸检测方法，发明专利，专利号：ZL201810199976.4

[2] 一种人脸对齐方法与系统，发明专利，专利号：ZL201310628537.8

[3] 一种基于端到端循环网络的面部特征点定位方法，发明专利，专利号：ZL201710120005.1

[4] 一种基于深度学习的人脸图像去遮挡方法，发明专利，专利号：ZL201710120037.1

[5] 一种活体检测方法，发明专利，专利号：ZL201811483851.0

[6] 一种人脸识别系统中的防欺骗方法，发明专利，专利号：ZL201711375804.X

[7] 一种基于适配器的特定身份人脸深度伪造检测方法及系统，发明专利，专利号：ZL202311041347.06

[8] 视频换脸方法、装置及存储介质，发明专利，专利号：ZL202210373752.7

[1] 中国科学院先导B课题，名称：算法滥用检测与评估；经费：1216.96万；执行期：2023.12-2028.11；课题负责人