Semantic-Aware Adaptation with Hierarchical Multimodal Prompts for Few-Shot Learning. - Wenhao Li; Qiangchang Wang; Jing Li 175; Shengnan Zhao; Mindi Ruan; Yilong Yin (ICME, 2025)

A noise-robust and generalizable framework for facial expression recognition. - Jinglin Zhang; Qiangchang Wang; Jing Li 175; Yilong Yin (Inf. Sci., 2025)

CPL: consistent prompt learning for noisy label facial expression recognition. - Jinglin Zhang; Qiangchang Wang; Jing Li 175; Zhaohui Li; Xinxin Zhang 004; Peng Zhao 016; Yilong Yin; Huimin Lu 001 (Int. J. Mach. Learn. Cybern., 2025)

Recent advances of local mechanisms in vision foundation models: A survey and outlook. - Qiangchang Wang; Jing Li 175; Yilong Yin; Huimin Lu 001 (Comput. Vis. Image Underst., 2026)

Progressive intra- and inter-modality relation learning for multimodal sentiment analysis. - Jing Li 175; Zhibin Wu; Qiangchang Wang (Knowl. Based Syst., 2026)

Counterfactual-Guided Implicit Correspondence Prompting for Visible-Infrared Person Re-Identification. - Zhaohui Li; Jing Li 175; Qiangchang Wang; Yilong Yin (IEEE CAA J. Autom. Sinica, 2026)