Publications 2023-Now
![omnissr](media/omnissr.png)
![gs hider](media/gshider.png)
GS-Hider: Hiding Messages into 3D Gaussian Splatting
Xuanyu Zhang, Jiarui Meng, Runyi Li, Zhipei Xu, Yongbing Zhang, Jian Zhangarxiv
We propose the first 3DGS steganography framework GS-Hider, which can hide an entire 3D scene or an image into the original 3D scene and accurately decode it from 3D Gaussians.
![protect your ip](media/protectyourip.png)
Protect-Your-IP: Scalable Source-Tracing and Attribution against Personalized Generation
Runyi Li, Xuanyu Zhang, Zhipei Xu, Yongbing Zhang, Jian Zhangarxiv
We propose the IP protector against personalized generation, which jointly accomplish source-tracing and scalable attribution.
![EditGuard](media/editguard_result.png)
Editguard: Versatile image watermarking for tamper localization and copyright protection
Xuanyu Zhang, Runyi Li, Jiwen Yu, Youmin Xu, Weiqi Li, Jian ZhangCVPR 2024
We propose a versatile deep forensic watermark against AIGC editing methods, such as stable diffusion inpaint, controlnet, SDXL and etc.
![v2amark](media/v2amark.png)
V2A-Mark: Versatile Deep Visual-Audio Watermarking for Manipulation Localization and Copyright Protection
Xuanyu Zhang, Youmin Xu, Runyi Li, Jiwen Yu, Weiqi Li, Jian ZhangACMMM 2024
We propose a versatile deep forensic watermark against AIGC editing methods for video and audio.
Publications before 2023
![A Simple Visual-Textual Baseline for Pedestrian Attribute Recognition](media/jmir.png)
Effectiveness of eHealth self-management interventions in patients with heart failure: systematic review and meta-analysis
Journal of Medical Internet Research, 2022
This study aimed was to systematically review the evidence for the effectiveness of eHealth self-management in HF patients.
![cbam](media/cbam.png)
Breast cancer X-ray image staging: based on efficient net with multi-scale fusion and cbam attention
Journal of Physics, 2021
We applied the EfficientNet model with CBAM attetion to the breast cancer medical image data set, and completed the breast cancer classification task with high accuracy.
![cbam](media/cisai.png)
Image caption and medical report generation based on deep learning: a review and algorithm analysis
IEEE Conference CISAI, 2021
This study is a concise review of image captioning methods and medical report generation.