I am currently an Associate Professor at the School of Computer Science and Technology, Xinjiang University, Urumqi, China. I received the Ph.D. degree in Computer Science and Technology from Hunan University in 2023, advised by Prof. Gaobo Yang. I am the PI of several projects, such as the Natural Science Foundation of China (NSFC). I have published several research papers in international journals, such as IEEE TIFS, TMM, TCSVT, and ACM TOMM. I am now leading the Visual Perception and Security Group (VPSG), with main research interests in multimedia forensics, image/video content security, visual scene understanding.
VPSG is looking for self-motivated students who are committed to research. Please feel free to contact Dr. Zhiqing Guo through the Email (attach your CV).
🔥 News
- [2024/08/26] 🎉 A proactive deepfake detection project was funded by NSFC.
- [2024/06/25] 🎉 One paper was accepted by PRCV 2024!
- [2024/05/31] 🎉 One paper was accepted by IPM!
- [2024/04/11] 🎓 I was selected as a doctoral supervisor.
- [2024/04/03] 🎤 I was invited to participate in the 12th Boda Information Forum and gave a report.
- [2024/01/16] 🏆 I was awarded “Outstanding Contributor to Scientific Research” by the School of Computer Science and Technology of Xinjiang University.
- [2024/01/15] 🎉 One paper was accepted by NCA!
- [2023/12/11] 🎓 I was selected for the Tianchi Talents - Young Doctor Project.
- [2023/12/09] ⭐️ I became an Associate Professor at Xinjiang University.
- [2023/12/08] 🏆 I won the Outstanding Report Award at the Third Postgraduate Academic Forum in the journal of image and graphics.
- [2023/10/11] 🎉 One paper was accepted by IEEE TIFS!
- [2023/06/21] 🎉 One paper was accepted by IEEE TCSVT!
- [2023/05/22] 🎉 One paper was accepted by ACM TOMM!
- [2023/04/21] 🎉 One patent was granted.
💰 Research Fundings, PI
- 2025.01-2028.12, “Research on Proactive Trusted Traceability Algorithm for Deepfake Faces”, National Natural Science Foundation of China (NSFC), Regional Project, Grant No.62462060
- 2024.01-2026.12, “Authenticity Authentication of Multimedia Content”, Tianchi Talents Program of Autonomous Region
- 2024.01-2026.12, “Research on Deepfake Face Passive Forensics for Public Opinion Security”, National Natural Science Foundation of China (NSFC), Young Project, Grant No.62302427
- 2023.09-2026.08, “Research on Key Technologies of Face Image Authenticity Detection”, Autonomous Region Natural Science Foundation, Young Project, Grant No.2023D01C175
- 2023.03-2025.03, “Research on Efficient Passive Forensic Algorithm Based on Face Forgery Image”, Autonomous Region Education Department Project, Grant No.XJEDU2023P009
📝 Publications
NOTE: corresponding authors are indicated using *
🧙♂️ Deepfake Detection
![sym](images/sfic.png)
Constructing New Backbone Networks via Space-Frequency Interactive Convolution for Deepfake Detection
Z. Guo, Z. Jia*, L. Wang, D. Wang, G. Yang*, and N. Kasabov.
IEEE Transactions on Information Forensics and Security, vol. 19, pp. 401-413, 2024, doi: 10.1109/TIFS.2023.3324739. (CCF-A, Top Journal)
- This work proposes a new detection paradigm for deepfake detection.
![sym](images/ldf.png)
LDFnet: Lightweight Dynamic Fusion Network for Face Forgery Detection by Integrating Local Artifacts and Global Texture Information
Z. Guo, L. Wang*, W. Yang, G. Yang*, and K. Li.
IEEE Transactions on Circuits and Systems for Video Technology, vol. 34, no. 2, pp. 1255-1265, 2024, doi: 10.1109/TCSVT.2023.3289147.(CCF-B, Top Journal)
- This work proposes an unified end-to-end framework, which can realize efficient deepfake detection.
![sym](images/guidedres.png)
Exposing Deepfake Face Forgeries with Guided Residuals
Z. Guo, G. Yang*, J. Chen, and X. Sun.
IEEE Transactions on Multimedia, vol. 25, pp. 8458-8470, 2023, doi: 10.1109/TMM.2023.3237169.(CCF-B, Top Journal)
- This work expands the applications of the guided filter, and overcomes the potential bias in the prediction-based residuals.
ESWA 2023
Rethinking Gradient Operator for Exposing AI-enabled Face ForgeriesZ. Guo, G. Yang*, D. Zhang, and M. Xia. Expert Systems with Applications, 2023. (Top Journal) [Code]
CVIU 2023
A Data Augmentation Framework by Mining Structured Features for Fake Face Image DetectionZ. Guo, G. Yang*, D. Wang, and D. Zhang. Computer Vision and Image Understanding, 2023. (CCF-B) [Code]
CVIU 2021
Fake Face Detection via Adaptive Manipulation Traces Extraction NetworkZ. Guo, G. Yang*, J. Chen, and X. Sun. Computer Vision and Image Understanding, 2021. (CCF-B) [Code] [Dataset]
MTA 2021
Blind Detection of Glow-based Facial ForgeryZ. Guo, L. Hu, M. Xia, and G. Yang*. Multimedia Tools and Applications, 2021. (CCF-C) [Dataset]
🔣 Image Steganography
ACM-TOMM 2023
Enhancing Adversarial Embedding based Image Steganography via Clustering Modification DirectionsDewang Wang, G. Yang*, Z. Guo, and J. Chen. ACM Transactions on Multimedia Computing Communications and Applications, 2023. (CCF-B)
🔍 Others
IPM 2024
TBC-MI : Suppressing noise labels by maximizing cleaning samples for robust image classificationY. Li, Z. Guo, L. Wang*, and L. Xu. Information Processing & Management, 2024. (CCF-B, Top Journal)
NCA 2024
ATFTrans: attention-weighted token fusion transformer for robust and efficient object trackingL. Xu, L. Wang*, and Z. Guo. Neural Computing and Applications, 2024. (CCF-C)
CVIU 2022
Robust Detection of Dehazed Images via Dual-stream CNNs with Adaptive Feature FusionJ. Chen, G. Yang*, X. Ding, Z. Guo, and S. Wang. Computer Vision and Image Understanding, 2022. (CCF-B)
🤝 Academic Services
Technical Committee:
- Member, China Society of Image and Graphics (CSIG), Digital Forensics and Security Technical Committee.
- Member, China Computer Federation (CCF), Computer Vision Technical Committee.
- Member, China Computer Federation (CCF), Artificial Intelligence and Pattern Recognition Technical Committee.
Journal Reviewer:
- IEEE Transactions on Information Forensics and Security
- IEEE Transactions on Multimedia
- IEEE Transactions on Circuits and Systems for Video Technology
- ACM Transactions on Multimedia Computing, Communications, and Applications
- Pattern Recognition
- Computer Vision and Image Understanding
- Information Fusion
- Knowledge-Based Systems
Conference Reviewer:
- ACM Multimedia
- International Conference on Multimedia and Expo
💬 Contacts
- Address: No.777, Huarui Road, Urumqi, China.
- Email: guozhiqing [at] xju [dot] edu [dot] cn