MODALS: Modality-agnostic Automated Data Augmentation in the Latent Space. - Tsz-Him Cheung; Dit-Yan Yeung (ICLR, 2021)

AdaAug: Learning Class- and Instance-adaptive Data Augmentation Policies. - Tsz-Him Cheung; Dit-Yan Yeung (ICLR, 2022)

ILA-DA: Improving Transferability of Intermediate Level Attack with Data Augmentation. - Chiu Wai Yan; Tsz-Him Cheung; Dit-Yan Yeung (ICLR, 2023)

TransformMix: Learning Transformation and Mixing Strategies from Data. - Tsz-Him Cheung; Dit-Yan Yeung (CoRR, 2024)

A Survey of Automated Data Augmentation for Image Classification: Learning to Compose, Mix, and Generate. - Tsz-Him Cheung; Dit-Yan Yeung (IEEE Trans. Neural Networks Learn. Syst., 2024)