Entity-level Interaction via Heterogeneous Graph for Multimodal Named Entity Recognition. - Gang Zhao; Guanting Dong; Yidong Shi; Haolong Yan; Weiran Xu; Si Li 001 (EMNLP (Findings), 2022)

Leveraging Generative Large Language Models with Visual Instruction and Demonstration Retrieval for Multimodal Sarcasm Detection. - Binghao Tang; Boda Lin; Haolong Yan; Si Li 001 (NAACL-HLT, 2024)

Visual Enhanced Entity-Level Interaction Network for Multimodal Summarization. - Haolong Yan; Binghao Tang; Boda Lin; Gang Zhao; Si Li 001 (NAACL-HLT (Findings), 2024)

ELEMO: Elements Focused Emotion Recognition for Sticker Images. - Min Luo; Boda Lin; Binghao Tang; Haolong Yan; Si Li 001 (PRCV (5), 2024)

TOP:A New Target-Audience Oriented Content Paraphrase Task. - Boda Lin; Jiaxin Shi; Haolong Yan; Binghao Tang; Xiaocheng Gong; Si Li 001 (CoRR, 2024)

Bi-directional dual contrastive adapting method for alleviating hallucination in visual question answering. - Haolong Yan; Zheng Chang; Binghao Tang; Boda Lin; Min Luo; Yanxian Bi; Si Li 001 (Expert Syst. Appl., 2025)

Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model. - Guoqing Ma; Haoyang Huang; Kun Yan; Liangyu Chen 002; Nan Duan; Shengming Yin; Changyi Wan; Ranchen Ming; Xiaoniu Song; Xing Chen; Yu Zhou 010; Deshan Sun; et al. (CoRR, 2025)

M-DocSum: Do LVLMs Genuinely Comprehend Interleaved Image-Text in Document Summarization? - Haolong Yan; Kaijun Tan; Yeqing Shen; Xin Huang; Zheng Ge; Xiangyu Zhang 005; Si Li; Daxin Jiang (CoRR, 2025)

Step-3 is Large yet Affordable: Model-system Co-design for Cost-effective Decoding. - Bin Wang; Bojun Wang; Changyi Wan; Guanzhe Huang; Hanpeng Hu; Haonan Jia; Nie Hao; Mingliang Li; Nuo Chen; Siyu Chen; Song Yuan; Wuxun Xie; et al. (CoRR, 2025)