Task context transformer and GCN for few-shot learning of cross-domain. - Pengfang Li; Fang Liu 001; Licheng Jiao; Lingling Li 002; Puhua Chen; Shuo Li 010 (Neurocomputing, 2023)

Faster and Better: A Lightweight Transformer Network for Remote Sensing Scene Classification. - Xinyan Huang; Fang Liu 001; Yuanhao Cui; Puhua Chen; Lingling Li 002; Pengfang Li (Remote. Sens., 2023)

Knowledge transduction for cross-domain few-shot learning. - Pengfang Li; Fang Liu 001; Licheng Jiao; Shuo Li 010; Lingling Li 002; Xu Liu 006; Xinyan Huang (Pattern Recognit., 2023)

Preserving text space integrity for robust compositional zero-shot learning via mixture of pretrained experts. - Zehua Hao; Fang Liu 001; Licheng Jiao; Yaoyang Du; Shuo Li 010; Hao Wang 211; Pengfang Li; Xu Liu 006; Puhua Chen (Neurocomputing, 2025)

LLM Knowledge-Driven Target Prototype Learning for Few-Shot Segmentation. - Pengfang Li; Fang Liu 001; Licheng Jiao; Shuo Li 010; Xu Liu 006; Puhua Chen; Lingling Li 002; Zehua Hao (Knowl. Based Syst., 2025)

Text generation and multi-modal knowledge transfer for few-shot object detection. - Yaoyang Du; Fang Liu 001; Licheng Jiao; Shuo Li 010; Zehua Hao; Pengfang Li; Jiahao Wang 002; Hao Wang 211; Xu Liu 006 (Pattern Recognit., 2025)