Jie Qin

Segment-level explainable forensics can drastically enhance our ability to detect and interpret localized manipulations in lengthy AI-generated videos.

Achieve state-of-the-art object referring-guided scanpath prediction by fusing VLMs with fixation history and segmentation LoRA, demonstrating the power of perception-enhanced vision-language models.