Temporal and Contextual Transformer for Multi-Camera Editing of TV Shows. - Anyi Rao; Xuekun Jiang; Sichen Wang; Yuwei Guo 002; Zihao Liu 022; Bo Dai 002; Long Pang; Xiaoyu Wu; Dahua Lin; Libiao Jin (CoRR, 2022)

Semantic multimodal violence detection based on local-to-global embedding. - Yujiang Pu; Xiaoyu Wu; Shengjin Wang; Yuming Huang; Zihao Liu 022; Chaonan Gu (Neurocomputing, 2022)

LoCo-MAD: Long-Range Context-Enhanced Model Towards Plot-Centric Movie Audio Description. - Jiayi Wang; Zihao Liu 022; Xiaoyu Wu (ACCV (5), 2024)

Adaptively Building a Video-language Model for Video Captioning and Retrieval without Massive Video Pretraining. - Zihao Liu 022; Xiaoyu Wu; Shengjin Wang; Jiayao Qian (ACM Multimedia, 2024)

Violent Video Recognition Based on Global-Local Visual and Audio Contrastive Learning. - Zihao Liu 022; Xiaoyu Wu; Shengjin Wang; Yimeng Shang (IEEE Signal Process. Lett., 2024)

Enhancing Video Anomaly Understanding via Multi-Task Instruction Tuning. - Xuxu Wang; Xiaoyu Wu; Zihao Liu 022 (IEEE Signal Process. Lett., 2025)

Language-guided Open-world Video Anomaly Detection. - Zihao Liu 022; Xiaoyu Wu; Jianqin Wu; Xuxu Wang; Linlin Yang (CoRR, 2025)

Rethinking Metrics and Benchmarks of Video Anomaly Detection. - Zihao Liu 022; Xiaoyu Wu; Wenna Li; Linlin Yang (CoRR, 2025)

MLVTG: Mamba-Based Feature Alignment and LLM-Driven Purification for Multi-Modal Video Temporal Grounding. - Zhiyi Zhu; Xiaoyu Wu; Zihao Liu 022; Linlin Yang (CoRR, 2025)

TCRS-QA: Training-Free Chain-of-Thought Reasoning for Shot-Aware Storyline Question Answering in Long-Form Videos. - Zhenpeng Zeng; Xiaoyu Wu; Xuxu Wang; Qian Yu; Yudong Wang; Zihao Liu 022 (ICMR, 2026)

Representation enhancement and hierarchical semantic alignment for text-video retrieval. - Jianqin Wu; Xiaoyu Wu; Jiayao Qian; Zihao Liu 022 (Eng. Appl. Artif. Intell., 2026)

ESOM: Efficiently Understanding Streaming Video Anomalies with Open-world Dynamic Definitions. - Zihao Liu 022; Xiaoyu Wu; Wenna Li; Jianqin Wu; Linlin Yang (CoRR, 2026)