| 2026 | AAAI | CLIP-FTI: Fine-Grained Face Template Inversion via CLIP-Driven Attribute Conditioning. | Longchen Dai, Zixuan Shen, Zhiheng Zhou, Peipeng Yu, Zhihua Xia |
| 2026 | AAAI | One for All: Synthesis-Free Fingerprint Learning for Attribution of In-the-Wild Synthetic Images. | Jianwei Fei, Yunshu Dai, Peipeng Yu, Zhihua Xia, Dasara Shullani, Daniele Baracchi, Alessandro Piva |
| 2026 | AAAI | Towards Provably Secure and Highly Robust Generative Image Steganography Leveraging Latent Diffusion Model. | Chengsheng Yuan, Zhaonan Ji, Qi Cui, Zhili Zhou, Xinting Li, Zhihua Xia |
| 2026 | AAAI | Fine-Grained DINO Tuning with Dual Supervision for Face Forgery Detection. | Tianxiang Zhang, Peipeng Yu, Zhihua Xia, Longchen Dai, Xiaoyu Zhou, Hui Gao |
| 2026 | ACL | XLSR-MamBo: Scaling the Hybrid Mamba-Attention Backbone for Audio Deepfake Detection. | Kwok-Ho Ng, Tingting Song, Yongdong Wu, Zhihua Xia |
| 2026 | ACL | RShield: A User-level Traceable Backdoor Watermark for LLMs in Embedding-as-a-Service. | Lingyun Xiang, Yufan Zhong, Chengfu Ou, Zhihua Xia, Chunfang Yang, Daojian Zeng, Zhangjie Fu |
| 2025 | AAAI | OmniMark: Efficient and Scalable Latent Diffusion Model Fingerprinting. | Jianwei Fei, Yunshu Dai, Zhihua Xia, Fangjun Huang, Jiantao Zhou |
| 2025 | ICASSP | IdentityLock: An Identity-aware Backdoor strategy for Face Swapping Defense. | Zhitao Huang, Peipeng Yu, Zhihua Xia, Xi Yang, Run Lu |
| 2025 | ICCV | Scalable Dual Fingerprinting for Hierarchical Attribution of Text-to-Image Models. | Jianwei Fei, Yunshu Dai, Peipeng Yu, Zhe Kong, Jiantao Zhou, Zhihua Xia |
| 2025 | ICCV | Transparent Vision: A Theory of Hierarchical Invariant Representations. | Shuren Qi, Yushu Zhang, Chao Wang, Zhihua Xia, Xiaochun Cao, Fenglei Fan |
| 2025 | ICCV | Addressing Representation Collapse in Vector Quantized Models with One Linear Layer. | Yongxin Zhu, Bocheng Li, Yifei Xin, Zhihua Xia, Linli Xu |
| 2025 | ICML | Unlocking the Capabilities of Large Vision-Language Models for Generalizable and Explainable Deepfake Detection. | Peipeng Yu, Jianwei Fei, Hui Gao, Xuan Feng, Zhihua Xia, Chip-Hong Chang |
| 2022 | CVPR | Learning Second Order Local Anomaly for General Face Forgery Detection. | Jianwei Fei, Yunshu Dai, Peipeng Yu, Tianrun Shen, Zhihua Xia, Jian Weng |
| 2022 | ICANN | Attentional Local Contrastive Learning for Face Forgery Detection. | Yunshu Dai, Jianwei Fei, Huaming Wang, Zhihua Xia |
| 2013 | IPCCC | Multi-keyword ranked search supporting synonym query over encrypted data in cloud computing. | Zhangjie Fu, Xingming Sun, Zhihua Xia, Lu Zhou, Jiangang Shu |