Towards Few-Shot Learning in the Open World: A Review and Beyond. - Hui Xue 002; Yuexuan An; Yongchun Qin; Wenqian Li; Yixin Wu; Yongjuan Che; Pengfei Fang; Minling Zhang (CoRR, 2024)

On Distilling the Displacement Knowledge for Few-Shot Class-Incremental Learning. - Pengfei Fang; Yongchun Qin; Hui Xue 002 (CoRR, 2024)

PEARL: Input-Agnostic Prompt Enhancement with Negative Feedback Regulation for Class-Incremental Learning. - Yongchun Qin; Pengfei Fang; Hui Xue 002 (AAAI, 2025)