Author

Linlin Huang

h-index 4 View on Semantic Scholar

We have 2 of 9 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Aug 2026

Glance, Scrutinize, and Think: Advancing Video Anomaly Detection from Training-Free to Agentic Reasoning

Glance then Scrutinize (GtS), a training-free framework using static and dynamic textual guidance for coarse-to-fine anomaly grounding and understanding, balancing accuracy and speed, and JeAUG, a metric jointly evaluating semantic interpretability and temporal precision are introduced.

Shibo Gao, Pei-Pei Yang, Xu-Yao Zhang et al. · 0 citations

Review Aug 2026

I Seek You in Videos: Identity-Conditioned Queries for Person-Centric Video Reasoning

The Identity-conditioned Queries task is introduced, in which models are required to jointly associate and interpret an input video and a reference image of a person, and leverage this conditioning to address identity grounding, behavior understanding, and temporal reasoning, among other challenges.

Shibo Gao, Chongxiao Wang, Chenglong Huang et al. · 0 citations