Mian ZOU

Joined

May 2022

Names

Mian ZOU (Preferred)

Emails

****@my.cityu.edu.hk (Confirmed)

Personal Links

Career & Education History

PhD student

City University of Hong Kong (cityu.edu.hk)

2021 – 2025

Advisors, Relations & Conflicts

PhD Advisor

2021 – 2025

Expertise

AIGC Detection

2024 – Present

DeepFake

2021 – Present

Image Forensics

2020 – Present

Publications

Sensor-Aware Blind Image Splicing Detection by Noise Probabilistic Modeling
Mian ZOU, Heng Yao
- International Conference on Intelligent Computing 2025
- Readers: Everyone
Self-Supervised Learning for Detecting AI-Generated Faces as Anomalies
Mian ZOU, Baosheng Yu, Yibing Zhan, Kede Ma
- 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
- Readers: Everyone
Bi-level optimization for self-supervised AI-generated face detection
Mian ZOU, Nan Zhong, Baosheng Yu, Yibing Zhan, Kede Ma
- International Conference on Computer Vision (ICCV) 2025
- Readers: Everyone
Self-Supervised AI-Generated Image Detection: A Camera Metadata Perspective
Nan Zhong, Mian ZOU, Yiran Xu, Zhenxing Qian, Xinpeng Zhang, Baoyuan Wu, Kede Ma
- IEEE Transactions on Pattern Analysis and Machine Intelligence
- Readers: Everyone
Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach
Mian ZOU, Baosheng Yu, Yibing Zhan, Siwei Lyu, Kede Ma
- IEEE Transactions on Circuits and Systems for Video Technology
- Readers: Everyone
Semantic Contextualization of Face Forgery: A New Definition, Dataset, and Detection Method
Mian ZOU, Baosheng Yu, Yibing Zhan, Siwei Lyu, Kede Ma
- IEEE Transactions on Information Forensics and Security
- Readers: Everyone
Multitask Learning for Face Forgery Detection: A Joint Embedding Approach
Mian ZOU, Baosheng Yu, Yibing Zhan, Kede Ma
- Submitted to NeurIPS 2023
- Readers: Everyone
Signal-Dependent Noise Estimation for a Real-Camera Model via Weight and Shape Constraints
Heng Yao, Mian Zou, Chuan Qin, Xinpeng Zhang
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- IEEE Trans. Multim. 2022
- Readers: Everyone
No-reference noisy image quality assessment incorporating features of entropy, gradient, and kurtosis
Heng Yao, Ben Ma, Mian Zou, Dong Xu, Jincao Yao
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- Frontiers Inf. Technol. Electron. Eng. 2021
- Readers: Everyone
Statistical Analysis of Signal-Dependent Noise: Application in Blind Localization of Image Splicing Forgery
Mian Zou, Heng Yao, Chuang Qin, Xinpeng Zhang
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- CoRR 2020
- Readers: Everyone

Co-Authors