Chengyu Tao

Turns out, MLLMs struggle with manufacturing tasks not because they can't "see," but because they lack the domain-specific knowledge to understand what they're looking at.

Achieve state-of-the-art anomaly detection by explicitly aligning semantic and geometric features across multiple views and modalities.