An Embarrassingly Simple Approach to Semi-Supervised Few-Shot Learning. - Xiu-Shen Wei; He-Yang Xu; Faen Zhang; Yuxin Peng; Wei Zhou (NeurIPS, 2022)

Negatives Make a Positive: An Embarrassingly Simple Approach to Semi-Supervised Few-Shot Learning. - Xiu-Shen Wei; He-Yang Xu; Zhiwen Yang; Chen-Long Duan; Yuxin Peng (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

AnchorDP3: 3D Affordance Guided Sparse Diffusion Policy for Robotic Manipulation. - Ziyan Zhao; Ke Fan; He-Yang Xu; Ning Qiao; Bo Peng; Wenlong Gao; Dongjiang Li; Hui Shen (CoRR, 2025)

Masked Autoencoders that Feel the Heart: Unveiling Simplicity Bias for ECG Analyses. - He-Yang Xu; Hongxiang Gao; Yuwen Li; Xiu-Shen Wei; Chengyu Liu (CoRR, 2025)