Generating meta-learning tasks to evolve parametric loss for classification learning. - Zhaoyang Hai; Xiabi Liu; Yuchen Ren 003; Nouman Qadeer Soomro (CoRR, 2021)

Adaptive Hypersphere Data Description for few-shot one-class classification. - Yuchen Ren 003; Xiabi Liu; Liyuan Pan; Lijuan Niu (Appl. Intell., 2024)

Task-Specific Gradient Adaptation for Few-Shot One-Class Classification. - Yunlong Li; Xiabi Liu; Liyuan Pan; Yuchen Ren 003 (CVPR, 2025)