activity
20242026
most citedMarkSplatter: Generalizable Watermarking for 3D Gaussian Splatting Model via Splatter Image Structure

3 citations · 4 across the 8 of their papers we have counts for

collaborators

8 papers

cs.CV2026

Generating Multi-view Adversarial Examples for Visual Geometry Grounded Transformer

Qi Song, Ziyuan Luo, Haoliang Han +1

The Visual Geometry Grounded Transformer (VGGT) enables unified feed-forward 3D reconstruction from multi-view images. However, deploying such a high-performance model may expose c…

cs.CV2026

SVGS: Single-View to 3D Object Editing via Gaussian Splatting

Pengcheng Xue, Yan Tian, Qiutao Song +7

Text-driven 3D scene editing has attracted considerable interest due to its convenience and user-friendliness. However, methods that rely on implicit 3D representations, such as Ne…

cs.CV2025

Creating Blank Canvas Against AI-enabled Image Forgery

Qi Song, Ziyuan Luo, Renjie Wan

AIGC-based image editing technology has greatly simplified the realistic-level image modification, causing serious potential risks of image forgery. This paper introduces a new app…

cs.CV2025★ 3 cited

MarkSplatter: Generalizable Watermarking for 3D Gaussian Splatting Model via Splatter Image Structure

Xiufeng Huang, Ziyuan Luo, Qi Song +2

The growing popularity of 3D Gaussian Splatting (3DGS) has intensified the need for effective copyright protection. Current 3DGS watermarking methods rely on computationally expens…

cs.CV2025★ 1 cited

Align 3D Representation and Text Embedding for 3D Content Personalization

Qi Song, Ziyuan Luo, Ka Chun Cheung +2

Recent advances in NeRF and 3DGS have significantly enhanced the efficiency and quality of 3D content synthesis. However, efficient personalization of generated 3D content remains…

cs.CR2025

Unified Steganography via Implicit Neural Representation

Qi Song, Ziyuan Luo, Xiufeng Huang +2

Digital steganography is the practice of concealing for encrypted data transmission. Typically, steganography methods embed secret data into cover data to create stega data that in…

cs.CV2024

Geometry Cloak: Preventing TGS-based 3D Reconstruction from Copyrighted Images

Qi Song, Ziyuan Luo, Ka Chun Cheung +2

Single-view 3D reconstruction methods like Triplane Gaussian Splatting (TGS) have enabled high-quality 3D model generation from just a single image input within seconds. However, t…

cs.CV2024

Protecting NeRFs' Copyright via Plug-And-Play Watermarking Base Model

Qi Song, Ziyuan Luo, Ka Chun Cheung +2

Neural Radiance Fields (NeRFs) have become a key method for 3D scene representation. With the rising prominence and influence of NeRF, safeguarding its intellectual property has be…