Personalized Hashtag Recommendation for Micro-videos. - Yinwei Wei; Zhiyong Cheng 001; Xuzheng Yu; Zhou Zhao 001; Lei Zhu 002; Liqiang Nie (ACM Multimedia, 2019)

Personalized Item Recommendation for Second-hand Trading Platform. - Xuzheng Yu; Tian Gan; Yinwei Wei; Zhiyong Cheng 001; Liqiang Nie (ACM Multimedia, 2020)

Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning. - Chen Jiang 006; Hong Liu; Xuzheng Yu; Qing Wang 068; Yuan Cheng; Jia Xu 013; Zhongyi Liu; Qingpei Guo; Wei Chu; Ming Yang 007; Yuan Qi 001 (ACM Multimedia, 2023)

M2-RAAP: A Multi-Modal Recipe for Advancing Adaptation-based Pre-training towards Effective and Efficient Zero-shot Video-text Retrieval. - Xingning Dong; Zipeng Feng; Chunluan Zhou; Xuzheng Yu; Ming Yang 007; Qingpei Guo (SIGIR, 2024)

Knowledge-enhanced Multi-perspective Video Representation Learning for Scene Recognition. - Xuzheng Yu; Chen Jiang 006; Wei Zhang; Tian Gan; Linlin Chao; Jianan Zhao 010; Yuan Cheng; Qingpei Guo; Wei Chu (CoRR, 2024)

M2-RAAP: A Multi-Modal Recipe for Advancing Adaptation-based Pre-training towards Effective and Efficient Zero-shot Video-text Retrieval. - Xingning Dong; Zipeng Feng; Chunluan Zhou; Xuzheng Yu; Ming Yang 007; Qingpei Guo (CoRR, 2024)

M2-omni: Advancing Omni-MLLM for Comprehensive Modality Support with Competitive Performance. - Qingpei Guo; Kaiyou Song; Zipeng Feng; Ziping Ma 002; Qinglong Zhang; Sirui Gao; Xuzheng Yu; Yunxiao Sun; Tai-WeiChang; Jingdong Chen; Ming Yang 007; Jun Zhou (CoRR, 2025)

Ming-Omni: A Unified Multimodal Model for Perception and Generation. - Inclusion AI; Biao Gong; Cheng Zou; Chuanyang Zheng; Chunluan Zhou; Canxiang Yan; Chunxiang Jin; Chunjie Shen; Dandan Zheng; Fudong Wang; Furong Xu; Guangming Yao; et al. (CoRR, 2025)

SHE-Net: Syntax-Hierarchy-Enhanced Text-Video Retrieval. - Xuzheng Yu; Chen Jiang 006; Xingning Dong; Tian Gan; Ming Yang 007; Qingpei Guo (IEEE Trans. Circuits Syst. Video Technol., 2025)