Dual Context-Guided Continuous Prompt Tuning for Few-Shot Learning. - Jie Zhou 016; Le Tian 004; Houjin Yu; Xiao Zhou 004; Hui Su; Jie Zhou 033 (ACL (Findings), 2022)

Rethinking Overlooked Aspects in Vision-Language Models. - Yuan Liu; Le Tian 004; Xiao Zhou 004; Jie Zhou 016 (CoRR, 2024)

POINTS: Improving Your Vision-language Model with Affordable Strategies. - Yuan Liu; Zhongyin Zhao; Ziyuan Zhuang; Le Tian 004; Xiao Zhou 004; Jie Zhou 016 (CoRR, 2024)

POINTS1.5: Building a Vision-Language Model towards Real World Applications. - Yuan Liu; Le Tian 004; Xiao Zhou 004; Xinyu Gao; Kavio Yu; Yang Yu; Jie Zhou 016 (CoRR, 2024)