Manqing Zhang

TargetVAU: Multimodal Anomaly-Aware Reasoning for Target Behavior Understanding in Videos

Understanding anomalous human behaviors at a fine-grained level remains a major challenge in complex scenarios. Existing video anomaly understanding (VAU) methods often rely on coarse frame-level cues or overlook structured modeling of individual actions, limiting their capacity for reasoning about