A fine-grained deconfounding study for knowledge-based visual dialog. - An-An Liu; Quanhan Wu; Chenxi Huang; Chao Xue; Xianzhu Liu; Ning Xu 003 (Vis. Informatics, 2024)

Enriched Image Captioning Based on Knowledge Divergence and Focus. - An-An Liu; Quanhan Wu; Ning Xu 003; Hongshuo Tian; Lanjun Wang (IEEE Trans. Circuits Syst. Video Technol., 2025)