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Zhuoyi Shang

2 accepted papers

2025

Know2Vec: A Black-Box Proxy for Neural Network Retrieval

AAAI 2025technical

For general users, training a neural network from scratch is usually challenging and labor-intensive. Fortunately, neural network zoos enable them to find a well-performing model for directly use or fine-tuning it in their local environments. Although current model retrieval solutions attempt to con…

2025

PlugMark: A Plug-in Zero-Watermarking Framework for Diffusion Models

ICCV 2025poster

Diffusion models have significantly advanced the field of image synthesis, making the protection of their intellectual property (IP) a critical concern. Existing IP protection methods primarily focus on embedding watermarks into generated images by altering the structure of the diffusion process. Ho…

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