Understanding Difficulty-Based Sample Weighting with a Universal Difficulty Measure. - Xiaoling Zhou; Ou Wu; Weiyao Zhu; Ziyang Liang (ECML/PKDD (3), 2022)

Is Data Valuation Learnable and Interpretable? - Ou Wu; Weiyao Zhu; Mengyang Li (CoRR, 2024)

IRDA: Implicit data augmentation for deep imbalanced regression. - Weiyao Zhu; Ou Wu; Nan Yang (Inf. Sci., 2024)

Multi-Label Adversarial Attack With New Measures and Self-Paced Constraint Weighting. - Fengguang Su; Ou Wu; Weiyao Zhu (IEEE Trans. Image Process., 2024)

Exploring the Learning Difficulty of Data: Theory and Measure. - Weiyao Zhu; Ou Wu; Fengguang Su; Yingjun Deng (ACM Trans. Knowl. Discov. Data, 2024)

Toward learnable and interpretable data Shapley valuation for deep learning. - Mengyang Li; Weiyao Zhu; Ou Wu (Knowl. Based Syst., 2025)

Data Poisoning in Deep Learning: A Survey. - Pinlong Zhao; Weiyao Zhu; Pengfei Jiao; Di Gao; Ou Wu (CoRR, 2025)