Shi Yan

DT-Guard outperforms larger models in safety classification while maintaining low-latency performance, proving that reasoning supervision can be efficiently internalized.

Achieving optimal recognition gains while preserving structural integrity, FGSA redefines how we augment handwritten Chinese characters in high-security contexts.