Manifold Discriminative Transfer Learning for Unsupervised Domain Adaptation. - Xueliang Quan; Dongrui Wu; Mengliang Zhu; Kun Xia; Lingfei Deng (ICONIP (2), 2021)

Source-Free Cluster Adaptation for Privacy-Preserving Machinery Fault Diagnosis. - Mengliang Zhu; Xiangyu Zeng; Jie Liu 017; Chaoying Yang; Kaibo Zhou (IEEE Trans. Instrum. Meas., 2023)

Cloud-Edge Test-Time Adaptation for Cross-Domain Online Machinery Fault Diagnosis via Customized Contrastive Learning. - Mengliang Zhu; Jie Liu 017; Zhongxu Hu; Jiawei Liu; Xingxing Jiang; Tielin Shi (Adv. Eng. Informatics, 2024)

Black-box domain adaptation for cross-domain on-device machinery fault diagnosis via hierarchical debiased self-supervised learning. - Mengliang Zhu; Jie Liu 017; Yanglong Lu; Zhongxu Hu; Li Yuan; Kaibo Zhou (Knowl. Based Syst., 2025)