CV

Experience

• Postdoctoral Fellow, School of Cyber Science and Technology, Sun Yat-sen University, January 2026-present
  Advisor: Prof. Xiaochun Cao.
• Senior Algorithm Engineer, Huawei 2012 Laboratories, July 2023-January 2026

Education

• Ph.D., College of Electronics and Information Engineering, Shenzhen University, September 2018-June 2023
  Jointly supervised by Prof. Jiwu Huang and Assistant Prof. Haodong Li.
• Bachelor’s degree, College of Electronics and Information Engineering, Shenzhen University, September 2014-June 2018

Research Interests

• Multimedia content security
• Artificial intelligence safety
• Image tampering localization
• Multimodal large language models
• 3D reconstruction

My work has appeared in venues and journals including IEEE TIFS, AAAI, ESWA, and ICRA.

Scholar Profile

As of June 29, 2026, my Google Scholar profile lists 12 articles, 282 citations, an h-index of 5, and an i10-index of 3.

Selected Publications and Notes

1. Peiyu Zhuang, Haodong Li, Shunquan Tan, Bin Li, Jiwu Huang, “Image tampering localization using a dense fully convolutional network,” IEEE Transactions on Information Forensics and Security, vol. 16, pp. 2986-2999, 2021. CAS Q1 Top Journal, CCF-A.
2. Peiyu Zhuang, Haodong Li, Rui Yang, Jiwu Huang, “ReLoc: A restoration-assisted framework for robust image tampering localization,” IEEE Transactions on Information Forensics and Security, vol. 18, pp. 5243-5257, 2023. CAS Q1 Top Journal, CCF-A.
3. Haodong Li, Peiyu Zhuang (corresponding author), Yang Su, Jiwu Huang, “Towards generalizable and robust image tampering localization with multi-task learning and contrastive learning,” Expert Systems with Applications, vol. 270, 126492, 2025. CAS Q1 Top Journal.
4. Junming Fu, Jishen Zeng, Yi Jiang, Peiyu Zhuang, Baoying Chen, Siyu Lu, Jianquan Yang, “Unveiling the Attribute Misbinding Threat in Identity-Preserving Models,” Proceedings of the AAAI Conference on Artificial Intelligence, 2026. Oral presentation, CCF-A.

Patents

1. Peiyu Zhuang, Haodong Li, Jiwu Huang. Method for generating an image tampering localization model, image tampering localization method, and device. China, CN202010651539.9, authorized July 25, 2023.
2. Peiyu Zhuang, Yanjie Hu, Haodong Li, Jiwu Huang. Method and system for generating Photoshop-tampered images. China, CN202010676938.0, authorized March 22, 2024.

Awards

1. First Prize, Outstanding Paper Award of the Guangdong Computer Society, 2025. First awardee.
2. First Prize, Outstanding Paper Award of the Guangdong Computer Society, 2023. First awardee.
3. Champion, DeeperForensics Challenge 2020. Second awardee.

Publications

SIGMA: Semantic-Difference Instruction-Grounding Mask Annotator for Text-Driven Image Manipulation Localization Permalink

P Zhuang, J Yang, H Li, Z Cai, R Xie, J Zeng, B Chen, J Huang, X Cao. (2026). "SIGMA: Semantic-Difference Instruction-Grounding Mask Annotator for Text-Driven Image Manipulation Localization." arXiv preprint arXiv:2605.27924.

Gen3d: Generating Domain-Free 3D Scenes From a Single Image Permalink

Y Zhang, Z Lu, H Duan, K Fan, P Luo, P Zhuang, M Yang, H Liu. (2026). "Gen3d: Generating Domain-Free 3D Scenes From a Single Image." ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing.

FAST-GS: Frequency Aware Space-Time Gaussian Splatting for Photorealistic Dynamic Novel View Synthesis Permalink

Z Zhang, Z Lu, PC Li, H Duan, Y Liu, P Luo, P Zhuang, X Li, S Ma. (2026). "FAST-GS: Frequency Aware Space-Time Gaussian Splatting for Photorealistic Dynamic Novel View Synthesis." ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing.

GGD-SLAM: Monocular 3DGS SLAM Powered by Generalizable Motion Model for Dynamic Environments Permalink

Y Liu, H Xu, H Duan, K Fan, Z Zhang, P Zhuang, P Luo, H Liu. (2026). "GGD-SLAM: Monocular 3DGS SLAM Powered by Generalizable Motion Model for Dynamic Environments." arXiv preprint arXiv:2604.12837.

NavCrafter: Exploring 3D Scenes from a Single Image Permalink

H Duan, P Zhuang, Y Liu, Z Zhang, Y Zhang, P Luo, F Liu, X Wang. (2026). "NavCrafter: Exploring 3D Scenes from a Single Image." arXiv preprint arXiv:2604.02828.

Unveiling the attribute misbinding threat in identity-preserving models Permalink

J Fu, J Zeng, Y Jiang, P Zhuang, B Chen, S Lu, J Yang. (2026). "Unveiling the attribute misbinding threat in identity-preserving models." Proceedings of the AAAI Conference on Artificial Intelligence 40(1), 283-291.

Towards generalizable and robust image tampering localization with multi-task learning and contrastive learning Permalink

H Li, P Zhuang, Y Su, J Huang. (2025). "Towards generalizable and robust image tampering localization with multi-task learning and contrastive learning." Expert Systems with Applications 270, 126492.

ReLoc: A restoration-assisted framework for robust image tampering localization Permalink

P Zhuang, H Li, R Yang, J Huang. (2023). "ReLoc: A restoration-assisted framework for robust image tampering localization." IEEE Transactions on Information Forensics and Security 18, 5243-5257.

基于深度学习的数字图像篡改定位方法综述. Permalink

李昊东，庄培裕，李斌. (2021). "基于深度学习的数字图像篡改定位方法综述." Journal of Signal Processing 37(12), 2278.

Image tampering localization using unified two-stream features enhanced with channel and spatial attention Permalink

H Li, X Chen, P Zhuang, B Li. (2021). "Image tampering localization using unified two-stream features enhanced with channel and spatial attention." Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 610-622.

DeeperForensics Challenge 2020 on real-world face forgery detection: Methods and results Permalink

L Jiang, Z Guo, W Wu, Z Liu, Z Liu, CC Loy, S Yang, Y Xiong, W Xia, ... (2021). "DeeperForensics Challenge 2020 on real-world face forgery detection: Methods and results." arXiv preprint arXiv:2102.09471.

Image tampering localization using a dense fully convolutional network Permalink

P Zhuang, H Li, S Tan, B Li, J Huang. (2021). "Image tampering localization using a dense fully convolutional network." IEEE Transactions on Information Forensics and Security 16, 2986-2999.