OmniCLIP: Adapting CLIP for Video Recognition with Spatial-Temporal Omni-Scale Feature Learning. - Mushui Liu; Bozheng Li; Yunlong Yu (ECAI, 2024)

Zero-Shot Long-Form Video Understanding through Screenplay. - Yongliang Wu; Bozheng Li; Jiawang Cao; Wenbo Zhu; Yi Lu; Weiheng Chi; Chuyun Xie; Haolin Zheng; Ziyue Su; Jay Wu; Xu Yang 021 (CoRR, 2024)

Fully Fine-tuned CLIP Models are Efficient Few-Shot Learners. - Mushui Liu; Bozheng Li; Yunlong Yu (CoRR, 2024)

Frame Order Matters: A Temporal Sequence-Aware Model for Few-Shot Action Recognition. - Bozheng Li; Mushui Liu; Gaoang Wang; Yunlong Yu (AAAI, 2025)

Envisioning Class Entity Reasoning by Large Language Models for Few-shot Learning. - Mushui Liu; Fangtai Wu; Bozheng Li; Ziqian Lu; Yunlong Yu; Xi Li (AAAI, 2025)

Video Repurposing from User Generated Content: A Large-scale Dataset and Benchmark. - Yongliang Wu; Wenbo Zhu; Jiawang Cao; Yi Lu; Bozheng Li; Weiheng Chi; Zihan Qiu; Lirian Su; Haolin Zheng; Jay Wu; Xu Yang 021 (AAAI, 2025)

RSVP: Reasoning Segmentation via Visual Prompting and Multi-modal Chain-of-Thought. - Yi Lu; Jiawang Cao; Yongliang Wu; Bozheng Li; Licheng Tang; Yangguang Ji; Chong Wu; Jay Wu; Wenbo Zhu (ACL (1), 2025)

VEU-Bench: Towards Comprehensive Understanding of Video Editing. - Bozheng Li; Yongliang Wu; Yi Lu; Jiashuo Yu; Licheng Tang; Jiawang Cao; Wenqing Zhu; Yuyang Sun; Jay Wu; Wenbo Zhu (CVPR, 2025)

Fully fine-tuned CLIP models are efficient few-shot learners. - Mushui Liu; Bozheng Li; Jun Dan; Ziqian Lu; Zhao Wang; Yunlong Yu (Knowl. Based Syst., 2025)

CAMA: Enhancing Multimodal In-Context Learning with Context-Aware Modulated Attention. - Yanshu Li; JianJiang Yang; Bozheng Li; Ruixiang Tang (CoRR, 2025)