M-STAR: Multi-view Semantic Topology Alignment with Reasoning from VLMs for Image-Text Retrieval. - Xuewen He; Yuning Guo; Fumao Xu; Mingyong Li (ICMR, 2026)

Spectrum-guided denoising and two-stage fusion for multimodal recommendation. - Fumao Xu; Mingyong Li; Chengying Wu; Yijie Zhu; Hangshen Nong (Appl. Intell., 2026)