Mi Zhang

AEGIS achieves near-zero attack success rates against visual synonym jailbreaks while preserving the fidelity of benign outputs, reshaping the defense landscape for text-to-image models.

DLA adapts memory management in linear attention, preserving crucial information while reducing error accumulation over long sequences.

A multimodal approach that integrates audio and textual data achieves unprecedented accuracy in diagnosing respiratory diseases, outperforming traditional methods.