Statistical Analysis of Signal-Dependent Noise: Application in Blind Localization of Image Splicing Forgery. - Mian Zou; Heng Yao; Chuang Qin; Xinpeng Zhang (CoRR, 2020)

No-reference noisy image quality assessment incorporating features of entropy, gradient, and kurtosis. - Heng Yao; Ben Ma; Mian Zou; Dong Xu 006; Jincao Yao (Frontiers Inf. Technol. Electron. Eng., 2021)

Signal-Dependent Noise Estimation for a Real-Camera Model via Weight and Shape Constraints. - Heng Yao; Mian Zou; Chuan Qin 001; Xinpeng Zhang 001 (IEEE Trans. Multim., 2022)

Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach. - Mian Zou; Baosheng Yu; Yibing Zhan; Siwei Lyu; Kede Ma (CoRR, 2024)

Self-Supervised Learning for Detecting AI-Generated Faces as Anomalies. - Mian Zou; Baosheng Yu; Yibing Zhan; Kede Ma (ICASSP, 2025)

Sensor-Aware Blind Image Splicing Detection by Noise Probabilistic Modeling. - Mian Zou; Heng Yao (ICIC (19), 2025)

Semantic Contextualization of Face Forgery: A New Definition, Dataset, and Detection Method. - Mian Zou; Baosheng Yu; Yibing Zhan; Siwei Lyu; Kede Ma (IEEE Trans. Inf. Forensics Secur., 2025)

Bi-Level Optimization for Self-Supervised AI-Generated Face Detection. - Mian Zou; Nan Zhong; Baosheng Yu; Yibing Zhan; Kede Ma (CoRR, 2025)