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Lianyu Wang

3 accepted papers

2026

Authorize-on-Demand: Dynamic Authorization with Legality-Aware Intellectual Property Protection for VLMs

CVPR 2026

The rapid adoption of vision-language models (VLMs) has heightened the demand for robust intellectual property (IP) protection of these high-value pretrained models. Effective IP protection should proactively confine model deployment within authorized domains and prevent unauthorized transfers. Howe

Cited by 0SourcecodeScholar
2025

Vision-Language Model IP Protection via Prompt-based Learning

CVPR 2025poster

Vision-language models (VLMs) like CLIP (Contrastive Language-Image Pre-Training) have seen remarkable success in visual recognition, highlighting the increasing need to safeguard the intellectual property (IP) of well-trained models. Effective IP protection extends beyond ensuring authorized usage;…

2023

Model Barrier: A Compact Un-Transferable Isolation Domain for Model Intellectual Property Protection

CVPR 2023poster

As the scientific and technological achievements produced by human intellectual labor and computation cost, model intellectual property (IP) protection, which refers to preventing the usage of the well-trained model on an unauthorized domain, deserves further attention, so as to effectively mobilize…