Renjie Wan
Scholar

Renjie Wan

Google Scholar ID: S8_ES4MAAAAJ
Department of Computer Science, Hong Kong Baptist University
Digital WatermarkingAI SecurityImage Processing
Citations & Impact
All-time
Citations
2,291
 
H-index
22
 
i10-index
34
 
Publications
20
 
Co-authors
31
list available
Resume (English only)
Academic Achievements
  • - Publications:
  • - "Protecting Visual Datasets from Unauthorized Retrieval-Augmented Image Generation", NeurIPS 2025
  • - "Align 3D Representation and Text Embedding for 3D Content Personalization", ACM MM 2025
  • - "MarkSplatter: Generalizable Watermarking for 3D Gaussian Splatting Model via Splatter Image Structure", ACM MM 2025
  • - "Stereo-GS: Multi-View Stereo Vision Model for Generalizable 3D Gaussian Splatting Reconstruction", ACM MM 2025
  • - "Asynchronous Event Error-Minimizing Noise for Safeguarding Event Dataset", ICCV 2025
  • - "The NeRF Signature: Codebook-Aided Watermarking for Neural Radiance Fields", IEEE TPAMI 2025
  • - "Meme Trojan: Backdoor Attacks Against Hateful Meme Detection via Cross-Modal Triggers", AAAI 2025 (Oral)
  • - "Geometry Cloak: Preventing TGS-based 3D Reconstruction from Copyrighted Images", NeurIPS 2024
  • - "GaussianMarker: Uncertainty-Aware Copyright Protection of 3D Gaussian Splatting", NeurIPS 2024
  • - "Event Trojan: Asynchronous Event-based Backdoor Attacks", ECCV 2024
  • - "Imaging Interiors: An Implicit Solution to Electromagnetic Inverse Scattering Problems", ECCV 2024
  • - "GeometrySticker: Enabling Ownership Claim of Recolorized Neural Radiance Fields", ECCV 2024
Research Experience
  • - 2020 to 2022: Wallenberg-NTU Presidential Postdoctoral Fellow, Nanyang Technological University
  • - Teaching Experience:
  • - COMP3057: Introduction to AI and ML, Fall 2025, HKBU
  • - COMP3065: AI Application Development, Spring 2023/2024/2025, HKBU
  • - COMP7035: Python for Data Analysis and Artificial Intelligence, Fall 2022/2023/2024/2025, HKBU
Education
  • - Ph.D. Degree: 2019, Nanyang Technological University
Background
  • - Research Interests: Digital Copyright Protection, Neural Representation, Image Processing, AI Security
  • - Position: Assistant Professor, Department of Computer Science, Hong Kong Baptist University