代表性论著
1. C. Zhang, S. Wang, X. Li, Y. Zhu, H. Qi and Q. Huang, "Enhancing the Robustness of Vision-Language Foundation Models by Alignment Perturbation", IEEE Transactions on Information Forensics and Security (TIFS), 2025.
2. C. Zhang, H. Qi, S. Wang, Y. Li and S. Lyu, "COMICS: End-to-End Bi-Grained Contrastive Learning for Multi-Face Forgery Detection", IEEE Transactions on Circuits and Systems for Video Technology(TCSVT), 2024.
3. C. Zhang, Y. Li, H. Qi and S. Lyu, "Enhancing Adversarial Robustness of DNNS Via Weight Decorrelation in Training", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024.
4. Li Y, Zhang C, Qi H and S. Lyu, "AdaNI: Adaptive Noise Injection to improve adversarial robustness", Computer Vision and Image Understanding (CVIU), 2024.