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学术论文

  1. Chunlei Peng, Zimin Miao, Decheng Liu, Nannan Wang, Ruimin Hu, and Xinbo Gao. Where Deepfakes Gaze at? Spatial-Temporal Gaze Inconsistency Analysis for Video Face Forgery Detection. IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024. (Code) (CCF A)

  2. Chunlei Peng, Bo Wang, Decheng Liu, Nannan Wang, Xinbo Gao. Pyramid-resolution Person Restoration for Cross-Resolution Person Re-identification. Science China Information Sciences (SCIS), 2024. (CCF A)

  3. Chunlei Peng, Boyu Wang, Decheng Liu, Nannan Wang, Ruimin Hu, Xinbo Gao. Masked Attribute Description Embedding for Cloth-Changing Person Re-identification. IEEE Transactions on Multimedia (IEEE TMM), 2024. (Project) (中科院一区，CCF B)

  4. Chunlei Peng, Bo Wang, Decheng Liu, Nannan Wang, Ruimin Hu, Xinbo Gao. MRLReID: Unconstrained Cross-resolution Person Re-identification with Multi-task Resolution Learning. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2024. (Project) (中科院一区，CCF B)

  5. Chunlei Peng, Feiyang Sun, Decheng Liu, Nannan Wang, Xinbo Gao. Local Artifacts Amplification for Deepfakes Augmentation. Neural Networks, 2024. (中科院一区，CCF B)

  6. Qinlin He, Chunlei Peng*, Decheng Liu, Nannan Wang, Xinbo Gao. GazeForensics: DeepFake Detection via Gaze-guided Spatial Inconsistency Learning. Neural Networks, 180: 106636, 2024. (中科院一区，CCF B)

  7. Yu Zheng, Zhangxuan Dang, Xinglin Lian, Chunlei Peng*, Xinbo Gao. Multi-view Multi-label Network Traffic Classification Based on MLP-Mixer Neural Network. Computer Networks, 2024. (中科院二区，CCF B)

  8. Decheng Liu, Xijun Wang, Chunlei Peng*, Nannan Wang, Ruimin Hu, Xinbo Gao. Adv-Diffusion: Imperceptible Adversarial Face Identity Attack via Latent Diffusion Model. AAAI Conference on Artificial Intelligence (AAAI), 2024. (Code) (CCF A)

  9. Siyue Zhou, Qun Guan, Chunlei Peng*, Decheng Liu, Yu Zheng. Audio-Driven Face Photo-Sketch Video Generation. Proceedings of the Pacific Rim International Conference on Artificial Intelligence (PRICAI), 2024. (CCF C)

  10. Chunlei Peng, Tao Chen, Decheng Liu, Yu Zheng, Nannan Wang. Spatial-Frequency Dual-stream Reconstruction for Deepfake Detection. Proceedings of the 7th Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2024. (CCF C)

  11. Yu Zheng, Jiahui Wang, Jiuyao Jing, Chunlei Peng*. Face Anti-spoofing based on Multi-view Anomaly Detection. Proceedings of the 7th Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2024. (CCF C)

  12. Chunlei Peng, Congyu Zhang, Decheng Liu, Nannan Wang, and Xinbo Gao. HiFiSketch: High Fidelity Face Photo-Sketch Synthesis and Manipulation, IEEE Transactions on Image Processing (IEEE TIP), 2023. (Code) (CCF A)

  13. Chunlei Peng, Zimo Kong, Decheng Liu, Nannan Wang*, and Xinbo Gao. Disguised Heterogeneous Face Generation with Iterative-adversarial Style Unification, IEEE Transactions on Multimedia (IEEE TMM), 2023. (Code)  (中科院一区，CCF B)

  14. Chunlei Peng, Congyu Zhang, Decheng Liu, Nannan Wang*, Xinbo Gao. Face Photo-Sketch Synthesis via Intra-Domain Enhancement. Knowledge-Based Systems, 259:110026, 2023. (Code)  (中科院一区)

  15. Yu Zheng, Xinglin Lian, Zhangxuan Dang, Chunlei Peng*, Chao Yang and Jianfeng Ma. A Semi-Supervised Anomaly Network Traffic Detection Framework via Multimodal Traffic Information Fusion. ACM International Conference on Information and Knowledge Management (CIKM), 2023. (CCF B)

  16. Decheng Liu, Weizhao Yang, Chunlei Peng*, Nannan Wang, Ruimin Hu, Xinbo Gao. Modality-agnostic Augmented Multi-Collaboration Representation for Semi-supervised Heterogenous Face Recognition. ACM International Conference on Multimedia (ACM MM), 2023. (Code) (CCF A)

  17. Decheng Liu, Zeyang Zheng, Chunlei Peng*, Yukai Wang, Nannan Wang, Xinbo Gao. Hierarchical Forgery Classifier On Multi-modality Face Forgery Clues. IEEE Transactions on Multimedia (IEEE TMM), 2023.  (Code) (中科院一区，CCF B)

  18. Decheng Liu, Zhan Dang, Chunlei Peng*, Yu Zheng, Shuang Li, Nannan Wang, Xinbo Gao. FedForgery: Generalized Face Forgery Detection with Residual Federated Learning. IEEE Transactions on Information Forensics and Security (IEEE TIFS), vol. 18, pp. 4272-4284, 2023. (Code) (CCF A)

  19. Yukai Wang, Chunlei Peng*, Decheng Liu, Nannan Wang, and Xinbo Gao. Spatial-Temporal Frequency Forgery Clue for Video Forgery Detection in VIS and NIR Scenario. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2023. (Project) (中科院一区，CCF B)

  20. 彭春蕾, 苗紫民, 刘德成, 王楠楠*, 高新波. 视觉身份隐私保护：人脸匿名化研究方法, 计算机学报, 2023. 

  21. Yukai Wang, Chunlei Peng*, Decheng Liu, Nannan Wang, Xinbo Gao. ForgeryNIR: Deep Face Forgery and Detection in Near-Infrared Scenario, IEEE Transactions on Information Forensics and Security (IEEE TIFS), vol. 17, no. 1, pp. 500-515, 2022. (Project) (CCF A)

  22. Congyu Zhang, Decheng Liu, Chunlei Peng*, Nannan Wang, Xinbo Gao. Edge Aware Domain Transformation for Face Sketch Synthesis. IEEE Transactions on Information Forensics and Security (IEEE TIFS), vol. 17, no. 1, pp. 2761-2770, 2022. (Code) (CCF A)

  23. Chunlei Peng*, Shuang Wan, Zimin Miao, Decheng Liu, Yu Zheng, Nannan Wang. Anonym-Recognizer: Relationship-preserving Face Anonymization and Recognition. ACM Multimedia (ACMMM) workshop on Human-Centric Multimedia Analysis, 2022. (Best Paper Award)

  24. Mengdi Dong, Chunlei Peng*, Decheng Liu, Yu Zheng, Nannan Wang, Xinbo Gao. SketchCLIP: Text-based Attribute Manipulation for Face Sketch Synthesis. International Joint Conference on Biometrics (IJCB), 2022. (Oral Presentation) (CCF C类会议)

  25. 彭春蕾，高新波，王楠楠，李洁，可视身份深度伪造与检测，中国科学：信息科学，vol. 51, no. 9, pp. 1451-1474, 2021. (Project: https://github.com/clpeng/Awesome-Face-Forgery-Generation-and-Detection) starred 600+

  26. Dawei Zhou, Nannan Wang, Chunlei Peng, Xinbo Gao, Xiaoyu Wang, Jun Yu, and Tongliang Liu. Removing Adversarial Noise in Class Activation Feature Space. In Proceedings of the International Conference on Computer Vision (ICCV), 2021.

  27. Dawei Zhou, Tongliang Liu, Bo Han, Nannan Wang, Chunlei Peng, and Xinbo Gao. Towards Defending against Adversarial Examples via Attack-Invariant Features. In Proceedings of the International Conference on Machine Learning (ICML), 2021.

  28. Decheng Liu, Xinbo Gao, Chunlei Peng, Nannan Wang, and Jie Li. Heterogeneous Face Interpretable Disentangled Representation for Joint Face Recognition and Synthesis. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2021.

  29. Dawei Zhou, Nannan Wang, Chunlei Peng, Yi Yu, Xi Yang, and Xinbo Gao. Towards Multi-domain Face Synthesis via Domain-Invariant Representations and Multi-level Feature Parts. IEEE Transactions on Multimedia (IEEE TMM), 2021.

  30. Chunlei Peng, Nannan Wang, Jie Li, and Xinbo Gao. Universal Face Photo-Sketch Style Transfer via Multiview Domain Translation, IEEE Transactions on Image Processing (IEEE TIP), vol. 29, no. 1, pp. 8519-8534, 2020.

  31. Chunlei Peng, Nannan Wang, Jie Li, and Xinbo Gao. Soft Semantic Representation for Cross-Domain Face Recognition, IEEE Transactions on Information Forensics and Security (IEEE TIFS), vol. 16, no. 1, pp. 346-360, 2020.

  32. Chunlei Peng, Nannan Wang, Jie Li, and Xinbo Gao. Face Sketch Synthesis in the Wild via Deep Patch Representation based Probabilistic Graphical Model, IEEE Transactions on Information Forensics and Security (IEEE TIFS), vol. 15, no. 1, pp. 172-183, 2020.

  33. Chunlei Peng, Wenbo Zhang, Decheng Liu, Nannan Wang, Xinbo Gao. Temporal Consistency based Deep Face Forgery Detection Network. International Conference on Machine Learning for Cyber Security(ML4CS), pp. 55-63, 2020.

  34. 彭春蕾，高新波，王楠楠，李洁，基于可视数据的可信身份识别和认证方法，电信科学， 36(11): 1-17，2020.

  35. Chunlei Peng, Nannan Wang, Jie Li, and Xinbo Gao. Re-ranking High-dimensional Deep Local Representation for NIR-VIS Face Recognition, IEEE Transactions on Image Processing (IEEE TIP), vol. 28, no. 9, pp. 4553-4565, 2019.

  36. Chunlei Peng, Nannan Wang, Jie Li, and Xinbo Gao. DLFace: Deep Local Descriptor for Cross Modal Face Recognition, Pattern Recognition, vol. 90, pp. 161-171, 2019.

  37. Chunlei Peng, Xinbo Gao, Nannan Wang, and Jie Li. Sparse Graphical Representation based Discriminant Analysis for Heterogeneous Face Recognition. Signal Processing, vol. 156, pp. 46-61, 2019.

  38. Decheng Liu, Nannan Wang, Chunlei Peng, Jie Li, and Xinbo Gao. Deep Attribute Guided Representation for Heterogeneous Face Recognition. In Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), Stockholm, Sweden, 2018.

  39. Chunlei Peng, Xinbo Gao, Nannan Wang, and Jie Li. Face Recognition from Multiple Stylistic Sketches: Scenarios, Datasets, and Evaluation. Pattern Recognition, vol. 84, pp. 262-272, 2018.

  40. Arjun. D. Desai#, Chunlei Peng#, Leyuan Fang, Dibyendu Mukherjee, Andrew Yeung, Stephanie J. Jaffe, Jennifer B. Griffin, and Sina Farsiu. Open-Source, Machine and Deep Learning based Automated Algorithm for Gestational Age Estimation through Smartphone Lens Imaging. Biomedical Optics Express (BOE), vol. 9, no. 12, pp. 6038-6052, 2018.

  41. Chunlei Peng, Xinbo Gao, Nannan Wang, and Jie Li. Graphical Representation for Heterogeneous Face Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), vol. 39, no. 2, pp. 301- 312, 2017. 

  42. Chunlei Peng, Xinbo Gao, Nannan Wang, and Jie Li. Superpixel-based Face Sketch-Photo Synthesis. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), vol. 27, no. 2, pp. 288-299, 2017.

  43. Chunlei Peng, Xinbo Gao, Nannan Wang, Dacheng Tao, Xuelong Li, and Jie Li. Multiple Representations based Face Sketch-Photo Synthesis. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), vol. 27, no. 11, pp. 2201-2215, 2016.

  44. Chunlei Peng, Nannan Wang, Xinbo Gao, and Jie Li. Face Recognition from Multiple Stylistic Sketches: Scenarios, Datasets, and Evaluation. In Proceedings of the European Conference on Computer Vision (ECCV) workshop on Visual Analysis of Sketches, Springer, Cham, 2016, pp. 3-18.

  45. 高新波，王楠楠，彭春蕾，李程远. 基于三元空间融合的人脸图像模式识别. 模式识别与人工智能，vol. 28, no. 9, pp. 811-821, 2015.

 

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