Jiang Liu

2026

doi dblp
VAV-R1: Difficulty-Aware Multimodal Reasoning for Video Anomaly Validation.
Jiang Liu|Yuhang Liu|Juan Yang|Qianhao Ren|Yutong Wang|Zhongjiang He|Jingmin Xin|Hao Sun
Proceedings of the 2026 International Conference on Multimedia Retrieval, ICMR 2026, Amsterdam, The Netherlands, June 16-19, 2026