Neural Networks with Fixed Binary Random Projections Improve Accuracy in Classifying Noisy Data. - Zijin Yang; Achim Schilling; Andreas Maier 001; Patrick Krauss (Bildverarbeitung für die Medizin, 2021)

Gaussian Shading: Provable Performance-Lossless Image Watermarking for Diffusion Models. - Zijin Yang; Kai Zeng; Kejiang Chen; Han Fang; Weiming Zhang 001; Nenghai Yu (CVPR, 2024)

A Geometric Distortion Immunized Deep Watermarking Framework with Robustness Generalizability. - Linfeng Ma; Han Fang; Tianyi Wei; Zijin Yang; Zehua Ma; Weiming Zhang 001; Nenghai Yu (ECCV (67), 2024)

SemGIR: Semantic-Guided Image Regeneration Based Method for AI-generated Image Detection and Attribution. - Xiao Yu; Kejiang Chen; Kai Zeng; Han Fang; Zijin Yang; Xiuwei Shang; Yuang Qi; Weiming Zhang 001; Nenghai Yu (ACM Multimedia, 2024)

Provably Secure Robust Image Steganography via Cross-Modal Error Correction. - Yuang Qi; Kejiang Chen; Na Zhao; Zijin Yang; Weiming Zhang 001 (CoRR, 2024)

Provably Secure Robust Image Steganography. - Zijin Yang; Kejiang Chen; Kai Zeng; Weiming Zhang 001; Nenghai Yu (IEEE Trans. Multim., 2024)

CoSDA: Enhancing the Robustness of Inversion-based Generative Image Watermarking Framework. - Han Fang; Kejiang Chen; Zijin Yang; Bosen Cui; Weiming Zhang 001; Ee-Chien Chang (AAAI, 2025)

Provably Secure Image Robust Steganography via Cross-modal Error Correction. - Yuang Qi; Kejiang Chen; Na Zhao; Zijin Yang; Weiming Zhang 001 (AAAI, 2025)

Gaussian Shading++: Rethinking the Realistic Deployment Challenge of Performance-Lossless Image Watermark for Diffusion Models. - Zijin Yang; Xin Zhang; Kejiang Chen; Kai Zeng; Qiyi Yao; Han Fang; Weiming Zhang 001; Nenghai Yu (CoRR, 2025)

AEDR: Training-Free AI-Generated Image Attribution via Autoencoder Double-Reconstruction. - Chao Wang; Kejiang Chen; Zijin Yang; Yaofei Wang; Weiming Zhang 001 (CoRR, 2025)