Min Yang

Collapsed generation reveals unique fingerprints in diffusion models, enabling reliable ownership verification without invasive watermarks.

Citation-aware evidence governance is essential for generating trustworthy legal research, as retrieval tools alone fail to ensure citation reliability.

A targeted tweak to positional embeddings can neutralize unsafe content generation in text-to-image transformers without sacrificing image quality.