Feature Adaptation with CLIP for Few-shot Classification. - Guangxing Wu; Junxi Chen; Wentao Zhang 005; Ruixuan Wang (MMAsia, 2023)

Audio-Aided Learning Framework for Image Classification with Limited Training Images. - Qi Wu; Chengjia Wang; Xiaohui Li; Guangxing Wu; Marta Vallejo; Ruixuan Wang (ICASSP, 2024)

Region Attention Fine-tuning with CLIP for Few-shot Classification. - Guangxing Wu; Junxi Chen; Qiu Li; Wentao Zhang 005; Wei-Shi Zheng 001; Ruixuan Wang (ICME, 2024)

Fine-Tuning of CLIP in Few-Shot Scenarios via Supervised Contrastive Learning. - Jing Luo; Guangxing Wu; Hongmei Liu; Ruixuan Wang (PRCV (3), 2024)

DAT: Dual-Branch Adapter-Tuning for Few-Shot Recognition. - Junxi Chen; Guangxing Wu; Hongxiang Li; Jiankang Chen; Wentao Zhang 005; Wei-Shi Zheng 001; Ruixuan Wang (IEEE Trans. Circuits Syst. Video Technol., 2025)