Gao, S. et al. 2026. VAGU & GtS: LLM-Based Benchmark and Framework for Joint Video Anomaly Grounding and Understanding. Proceedings of the AAAI Conference on Artificial Intelligence. 40, 6 (Mar. 2026), 4167–4175. DOI:https://doi.org/10.1609/aaai.v40i6.42412.