Health Assessment for Crane Pumps based on Vehicle Tests using Deep Autoencoder and Metric Learning. - Dengyu Xiao; Yixiang Huang; Chengjin Qin; Haotian Shi; Chengliang Liu 001; Zenghai Shan (ICPHM, 2019)

Domain Adaptive Motor Fault Diagnosis Using Deep Transfer Learning. - Dengyu Xiao; Yixiang Huang; Lujie Zhao; Chengjin Qin; Haotian Shi; Chengliang Liu 001 (IEEE Access, 2019)

Timely chatter identification for robotic drilling using a local maximum synchrosqueezing-based method. - Jianfeng Tao; Chengjin Qin; Dengyu Xiao; Haotian Shi; Xiao Ling; Bingchu Li; Chengliang Liu 001 (J. Intell. Manuf., 2020)

Automated heartbeat classification based on deep neural network with multiple input layers. - Haotian Shi; Chengjin Qin; Dengyu Xiao; Liqun Zhao; Chengliang Liu 001 (Knowl. Based Syst., 2020)

Tool Wear Prediction Under Varying Milling Conditions via Temporal Convolutional Network and Auxiliary Learning. - Pengcheng Xia; Yixiang Huang; Dengyu Xiao; Chengliang Liu 001; Lun Shi (ICPHM, 2021)

Unsupervised deep representation learning for motor fault diagnosis by mutual information maximization. - Dengyu Xiao; Chengjin Qin; Honggan Yu; Yixiang Huang; Chengliang Liu 001 (J. Intell. Manuf., 2021)

Self-attention-based adaptive remaining useful life prediction for IGBT with Monte Carlo dropout. - Dengyu Xiao; Chengjin Qin; Jianwen Ge; Pengcheng Xia; Yixiang Huang; Chengliang Liu 001 (Knowl. Based Syst., 2022)

A Novel Interpretable Method Based on Dual-Level Attentional Deep Neural Network for Actual Multilabel Arrhythmia Detection. - Yanrui Jin; Jinlei Liu 001; Yunqing Liu; Chengjin Qin; Zhiyuan Li 013; Dengyu Xiao; Liqun Zhao; Chengliang Liu 001 (IEEE Trans. Instrum. Meas., 2022)

Collaborative Coverage Strategy for Multiple UAVs Considering Coverage Utility. - Jiali Wang; Yangjun Pi; Dengyu Xiao; Lang Xu; Jin Yi; Gang Wang 023; Huayan Pu; Jun Luo 006 (ICARM, 2023)

Cross-Machine Transfer Fault Diagnosis by Ensemble Weighting Subdomain Adaptation Network. - Quan Qian; Yi Qin 004; Jun Luo 003; Dengyu Xiao (IEEE Trans. Ind. Electron., 2023)

BE-SLAM: BEV-Enhanced Dynamic Semantic SLAM with Static Object Reconstruction. - Jun Luo 003; Gang Wang 023; Hongliang Liu; Lang Wu; Tao Huang 010; Dengyu Xiao; Huayan Pu; Jun Luo 006 (IROS, 2024)

Domain generalization for machine compound fault diagnosis by Domain-Relevant Joint Distribution Alignment. - Huayan Pu; Shouwei Teng; Dengyu Xiao; Lang Xu; Jun Luo 006; Yi Qin 004 (Adv. Eng. Informatics, 2024)

Compound Fault Diagnosis of Rotating Machine Through Label Correlation Modeling via Graph Convolutional Neural Network. - Huayan Pu; Shouwei Teng; Dengyu Xiao; Lang Xu; Yi Qin 004; Jun Luo 003 (IEEE Trans. Instrum. Meas., 2024)

Adversarial-Causal Representation Learning Networks for Machine fault diagnosis under unseen conditions based on vibration and acoustic signals. - Fei Wu; Zhuohang Xiang; Dengyu Xiao; Yaodong Hao; Yi Qin 004; Huayan Pu; Jun Luo 006 (Eng. Appl. Artif. Intell., 2025)