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Chunlei Peng
About Me
Chunlei Peng
I am an associate professor in School of Cyber Engineering at Xidian University. I received my degree of Doctor of Philosophy (December 2017) in Intelligence Information Processing, Xidian Unversity, supervised by Prof. Xinbo Gao. From Sep. 2016 to Sep. 2017, I was a visiting graduate student at Duke University in the Biomedical Engineering Department, supervised by Prof. Sina Farsiu (IEEE Fellow). Earlier, I received my Bachelor Degree (July 2012) in Electronic Information Engineering, Xidian University.
My research interests include machine learning, computer vision, and deeplearning with applications to face forgery generation and detection, heterogeneous face synthesis and recognition, and dependable visual identity recognition. I have published more than 20 papers on top journals and conferences such as IEEE TPAMI, TNNLS, TIP, TIFS, TCSVT, etc. I serve as the Associate Editor for The Visual Computer，as well as PC Members for a number of conferences including AAAI, IJCAI.
40
Journal/Conference
Publications
Selected Publications
2026
- Decheng Liu, Xu Luo, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao: Symmetrical bidirectional knowledge alignment for zero-shot sketch-based image retrieval. NN, 2026.
- Decheng Liu, Weijie He, Chunlei Peng, Nannan Wang, Jie Li, Xinbo Gao: TransFA: Transformer-based representation for face attribute evaluation. PR, 2026.
- Ruiying Lu, Shuang Wan, Zimin Miao, Nannan Wang, Chunlei Peng: IDCFace: Identity Consistent Face anonymization for secure recognition. PR, 2026.
- Qi He, Yu Zheng, Yuan Liu, Chunlei Peng: Cross-color space feature fusion for anomaly detection-based face anti-spoofing. PR, 2026.
- Chunlei Peng, Huiqing Guo, Decheng Liu, Nannan Wang, Ruimin Hu, Xinbo Gao: DeepFidelity: Perceptual Forgery Fidelity Assessment for Deepfake Detection. TCSVT, 2026.
- Jiuyao Jing, Feiyang Sun, Chunlei Peng, Decheng Liu, Nannan Wang, Xinbo Gao: Adaptive Consensus Multi-Teacher Distillation for Generalizable Face Forgery Detection. TCSVT, 2026.
- Xinglin Lian, Yu Zheng, Yan Liu, Fan Zhou, Chunlei Peng, Xinbo Gao: Contextual Masking Distillation for Network Traffic Anomaly Detection. TIFS, 2026.
- Yinyin Chen, Huiqing Guo, Chunlei Peng, Nannan Wang, Xinbo Gao: Component-Specific Prompt Tuning for Deepfake Detection. TIFS, 2026.
- Jiuyao Jing, Yu Zheng, Chunlei Peng: ResProto-FD: Visual-Language Residual Prototype Sets for Generalized Face Forgery Detection. AAAI, 2026.
- Tao Chen, Jingyi Zhang, Decheng Liu, Chunlei Peng: MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM. WWW, 2026.
2025
- Chunlei Peng, Tao Chen, Decheng Liu, Huiqing Guo, Nannan Wang, Xinbo Gao: Revisiting face forgery detection towards generalization. NN, 2025.
- Chunlei Peng, Yinyin Chen, Decheng Liu, Nannan Wang, Xinbo Gao: FairForensics: mitigating attribute bias in deepfake detection by integrating texture and attribute features. NN, 2025.
- Xinglin Lian, Yu Zheng, Zhangxuan Dang, Chunlei Peng, Xinbo Gao: Semi-supervised anomaly traffic detection via multi-frequency reconstruction. PR, 2025.
- Decheng Liu, Rong Sheng, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao: Devil in Shadow: Attacking NIR-VIS Heterogeneous Face Recognition via Adversarial Shadow. TCSVT, 2025.
- Decheng Liu, Tao Chen, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao: Attention Consistency Refined Masked Frequency Forgery Representation for Generalizing Face Forgery Detection. TIFS, 2025.
- Chunlei Peng, Xiaoyi Luo, Decheng Liu, Nannan Wang, Ruimin Hu, Xinbo Gao: Semantic Token Transformer for Face Forgery Detection. TIFS, 2025.
- Decheng Liu, Tao Chen, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao: Improving Adversarial Robustness via Decoupled Visual Representation Masking. TIFS, 2025.
- Chunlei Peng, Tian Xu, Decheng Liu, Nannan Wang, Xinbo Gao: Within 3DMM Space: Exploring Inherent 3D Artifact for Video Forgery Detection. TIFS, 2025.
- Ruiying Lu, Yalin Sun, Chunlei Peng, Yu Zheng: Posture-Aware Robust Person Re-Identification via Optimal Transport Calibration. TIFS, 2025.
- Chengrui Hao, Boyu Wang, Chunlei Peng, Decheng Liu, Nannan Wang, Ruimin Hu, Xinbo Gao: Masked Text Adversarial Training for Cloth-Changing Person Re-Identification. TIFS, 2025.
- Decheng Liu, Zhou Zhou, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao: Toward Fair Adversarial Defense via Class Encourage-Suppress Robust Learning. TIFS, 2025.
- Decheng Liu, Weizhao Yang, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao: PrivacyHFR: Visual Privacy Preserving for Heterogeneous Face Recognition. TIP, 2025.
- Chunlei Peng, Zhuang Tang, Decheng Liu, Nannan Wang, Ruimin Hu, Xinbo Gao: SketchAging: Face Photo-Sketch Synthesis and Aging With Multi-Scale Feature Extraction. TIP, 2025.
- Chunlei Peng, Tianzhe Yan, Decheng Liu, Nannan Wang, Ruimin Hu, Xinbo Gao: Face Forgery Detection With CLIP-Enhanced Multi-Encoder Distillation. TIP, 2025.
- Chunlei Peng, Boyu Wang, Decheng Liu, Nannan Wang, Ruimin Hu, Xinbo Gao: Masked Attribute Description Embedding for Cloth-Changing Person Re-Identification. TMM, 2025.
- Zhangxuan Dang, Yu Zheng, Xinglin Lian, Chunlei Peng, Qiuyu Chen, Xinbo Gao: Semi-Supervised Learning for Anomaly Traffic Detection via Bidirectional Normalizing Flows. TNSE, 2025.
- Decheng Liu, Zongqi Wang, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao: Thinking Racial Bias in Fair Forgery Detection: Models, Datasets and Evaluations. AAAI, 2025.
2024
- Qinlin He, Chunlei Peng, Decheng Liu, Nannan Wang, Xinbo Gao: GazeForensics: DeepFake detection via gaze-guided spatial inconsistency learning. NN, 2024.
- Chunlei Peng, Feiyang Sun, Decheng Liu, Nannan Wang, Xinbo Gao: Local artifacts amplification for deepfakes augmentation. NN, 2024.
- Haiyan Zhang, Xinghua Li, Jiawei Tang, Chunlei Peng, Yunwei Wang, Ning Zhang, Yinbin Miao, Ximeng Liu, Kim-Kwang Raymond Choo: Hiding in Plain Sight: Adversarial Attack via Style Transfer on Image Borders. TC, 2024.
- Chunlei Peng, Bo Wang, Decheng Liu, Nannan Wang, Ruimin Hu, Xinbo Gao: MRLReID: Unconstrained Cross-Resolution Person Re-Identification With Multi-Task Resolution Learning. TCSVT, 2024.
- Decheng Liu, Xinbo Gao, Chunlei Peng, Nannan Wang, Jie Li: Universal Heterogeneous Face Analysis via Multi-Domain Feature Disentanglement. TIFS, 2024.
- Chunlei Peng, Zimin Miao, Decheng Liu, Nannan Wang, Ruimin Hu, Xinbo Gao: Where Deepfakes Gaze at? Spatial-Temporal Gaze Inconsistency Analysis for Video Face Forgery Detection. TIFS, 2024.
- Linbo Luo, Shangwei Xie, Haiyan Yin, Chunlei Peng, Yew-Soon Ong: Detecting and Quantifying Crowd-Level Abnormal Behaviors in Crowd Events. TIFS, 2024.
- Decheng Liu, Zeyang Zheng, Chunlei Peng, Yukai Wang, Nannan Wang, Xinbo Gao: Hierarchical Forgery Classifier on Multi-Modality Face Forgery Clues. TMM, 2024.
- Chunlei Peng, Zimo Kong, Decheng Liu, Nannan Wang, Xinbo Gao: Disguised Heterogeneous Face Generation With Iterative-Adversarial Style Unification. TMM, 2024.
- Decheng Liu, Xijun Wang, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao: Adv-Diffusion: Imperceptible Adversarial Face Identity Attack via Latent Diffusion Model. AAAI, 2024.