${A^{2}Pt}$: Anti-Associative Prompt Tuning for Open Set Visual Recognition. - Hairui Ren; Fan Tang; Xingjia Pan; Juan Cao 001; Weiming Dong; Zhiwen Lin; Ke Yan; Changsheng Xu (IEEE Trans. Multim., 2024)

Beyond Words: Augmenting Discriminative Richness via Diffusions in Unsupervised Prompt Learning. - Hairui Ren; Fan Tang; He Zhao 001; Zixuan Wang; Dandan Guo; Yi Chang 001 (CVPR, 2025)

Modality-Consistent Prompt Tuning With Optimal Transport. - Hairui Ren; Fan Tang; Huangjie Zheng; He Zhao 001; Dandan Guo; Yi Chang 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)