Towards Few-Shot Learning in the Open World: A Review and Beyond. - Hui Xue 002; Yuexuan An; Yongchun Qin; Wenqian Li 005; Yixin Wu 004; Yongjuan Che; Pengfei Fang; Minling Zhang (CoRR, 2024)

SVasP: Self-Versatility Adversarial Style Perturbation for Cross-Domain Few-Shot Learning. - Wenqian Li 005; Pengfei Fang; Hui Xue 002 (AAAI, 2025)

NTIRE 2025 Challenge on Cross-Domain Few-Shot Object Detection: Methods and Results. - Yuqian Fu; Xingyu Qiu; Bin Ren; Yanwei Fu 001; Radu Timofte; Nicu Sebe; Ming-Hsuan Yang 001; Luc Van Gool; Kaijin Zhang; Qingpeng Nong; Xiugang Dong; Hong Gao; et al. (CVPR Workshops, 2025)

Toward Few-Shot Learning in the Open World: A Review and Beyond. - Hui Xue 002; Yuexuan An; Yongchun Qin; Wenqian Li 005; Yixin Wu 004; Yongjuan Che; Pengfei Fang; Min-Ling Zhang (IEEE Trans. Pattern Anal. Mach. Intell., 2025)