Research on the application of knowledge mapping and knowledge structure construction based on adaptive learning model. - Xiyin Zeng; Shouqiang Liu (Expert Syst. Appl., 2024)

SAE: A Multimodal Sentiment Analysis Large Language Model. - Xiyin Zeng; Qianyi Zhou; Shouqiang Liu (IUI, 2025)