Yuxiao Xiang

GuardTrace-VL: Detecting Unsafe Multimodel Reasoning via Iterative Safety Supervision

Multimodal large reasoning models (MLRMs) are increasingly deployed for vision-language tasks that produce explicit intermediate rationales. However, reasoning traces can contain unsafe content even when the final answer is non-harmful, creating deployment risks. Existing multimodal safety guards pr