Self-Prompt Mechanism for Few-Shot Image Recognition. - Mingchen Song; Huiqiang Wang; Guoqiang Zhong 001 (AAAI, 2024)

Matching Multi-Scale Feature Sets in Vision Transformer for Few-Shot Classification. - Mingchen Song; Fengqin Yao; Guoqiang Zhong 001; Zhong Ji; Xiaowei Zhang 003 (IEEE Trans. Circuits Syst. Video Technol., 2024)

An Edge-Guided SAM for effective complex object segmentation. - Longyi Chen; Xiandong Wang; Fengqin Yao; Mingchen Song; Jiaheng Zhang; Shengke Wang (Expert Syst. Appl., 2025)

Dynamic Degradation Decomposition Network for All-in-One Image Restoration. - Huiqiang Wang; Mingchen Song; Guoqiang Zhong 001 (CoRR, 2025)

Few-Shot Vision-Language Action-Incremental Policy Learning. - Mingchen Song; Xiang Deng; Guoqiang Zhong 001; Qi Lv 001; Jia Wan 001; Yinchuan Li; Jianye Hao; Weili Guan (CoRR, 2025)