Automated Segmentation of Intervertebral Disc Using Fully Dilated Separable Deep Neural Networks. - Huan Wang 015; Ran Gu; Zhongyu Li (CSI@MICCAI, 2018)

Global and Local Multi-scale Feature Fusion Enhancement for Brain Tumor Segmentation and Pancreas Segmentation. - Huan Wang 015; Guotai Wang; Zijian Liu; Shaoting Zhang 001 (BrainLes@MICCAI (1), 2019)

DeepIGeoS-V2: Deep Interactive Segmentation of Multiple Organs from Head and Neck Images with Lightweight CNNs. - Wenhui Lei; Huan Wang 015; Ran Gu; Shichuan Zhang; Shaoting Zhang 001; Guotai Wang (LABELS/HAL-MICCAI/CuRIOUS@MICCAI, 2019)

Automated Segmentation of Skin Lesion Based on Pyramid Attention Network. - Huan Wang 015; Guotai Wang; Ze Sheng; Shaoting Zhang 001 (MLMI@MICCAI, 2019)

High- and Low-Level Feature Enhancement for Medical Image Segmentation. - Huan Wang 015; Guotai Wang; Zhihan Xu; Wenhui Lei; Shaoting Zhang 001 (MLMI@MICCAI, 2019)

A Novel Deeper One-Dimensional CNN With Residual Learning for Fault Diagnosis of Wheelset Bearings in High-Speed Trains. - Dandan Peng; Zhiliang Liu; Huan Wang 015; Yong Qin 002; Limin Jia 002 (IEEE Access, 2019)

A Novel Approach for Atrial Fibrillation Signal Identification Based on Temporal Attention Mechanism. - Yibo Gao; Huan Wang 015; Zuhao Liu 002 (EMBC, 2020)

CSAF-CNN: Cross-Layer Spatial Attention Map Fusion Network for Organ-at-Risk Segmentation in Head and Neck CT Images. - Zuhao Liu 002; Huan Wang 015; Wenhui Lei; Guotai Wang (ISBI, 2020)

NAS-SCAM: Neural Architecture Search-Based Spatial and Channel Joint Attention Module for Nuclei Semantic Segmentation and Classification. - Zuhao Liu 002; Huan Wang 015; Shaoting Zhang 001; Guotai Wang; Jin Qi (MICCAI (1), 2020)

Multibranch and Multiscale CNN for Fault Diagnosis of Wheelset Bearings Under Strong Noise and Variable Load Condition. - Dandan Peng; Huan Wang 015; Zhiliang Liu; Wei Zhang 155; Ming Jian Zuo; Jian Chen (IEEE Trans. Ind. Informatics, 2020)

Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diagnosis. - Huan Wang 015; Zhiliang Liu; Dandan Peng; Yong Qin 002 (IEEE Trans. Ind. Informatics, 2020)

A Denoising Self-supervised Approach for COVID-19 Pneumonia Lesion Segmentation with Limited Annotated CT Images. - Yibo Gao; Huan Wang 015; Xinglong Liu; Ning Huang; Guotai Wang; Shaoting Zhang 001 (EMBC, 2021)

Dual Attention Convolutional Neural Network Based on Adaptive Parametric ReLU for Denoising ECG Signals with Strong Noise. - Zixiao He; Xinwen Liu 005; Hao He; Huan Wang 015 (EMBC, 2021)

A One-Dimensional Siamese Few-Shot Learning Approach for ECG Classification under Limited Data. - Zongjin Li; Huan Wang 015; Xinwen Liu 005 (EMBC, 2021)

An Approach for Deep Learning in ECG Classification Tasks in the Presence of Noisy Labels. - Xinwen Liu 005; Huan Wang 015; Zongjin Li (EMBC, 2021)

Automatic 12-Leading Electrocardiogram Classification Network with Deformable Convolution. - Yuntao Xie; Lang Qin; Hongcheng Tan; Xinyang Li; Bisen Liu; Huan Wang 015 (EMBC, 2021)

A Novel Weakly Supervised Framework Based On Noisy-Label Learning For Medical Image Segmentation. - Haoyang Wu; Huan Wang 015; Hao He; Zixiao He; Guotai Wang (ISBI, 2021)

LCOV-NET: A Lightweight Neural Network For COVID-19 Pneumonia Lesion Segmentation From 3D CT Images. - Qianfei Zhao; Huan Wang 015; Guotai Wang (ISBI, 2021)

Adversarial attack for deep-learning-based fault diagnosis models. - Yipei Ge; Huan Wang 015; Zhiliang Liu (QRS Companion, 2021)

Automatic segmentation of organs-at-risk from head-and-neck CT using separable convolutional neural network with hard-region-weighted loss. - Wenhui Lei; Haochen Mei; Zhengwentai Sun; Shan Ye; Ran Gu; Huan Wang 015; Rui Huang 001; Shichuan Zhang; Shaoting Zhang 001; Guotai Wang (Neurocomputing, 2021)

An end-to-end atrial fibrillation detection by a novel residual-based temporal attention convolutional neural network with exponential nonlinearity loss. - Yibo Gao; Huan Wang 015; Zuhao Liu 002 (Knowl. Based Syst., 2021)

Deep learning in ECG diagnosis: A review. - Xinwen Liu 005; Huan Wang 015; Zongjin Li; Lang Qin (Knowl. Based Syst., 2021)

Automatic Attention Learning Using Neural Architecture Search for Detection of Cardiac Abnormality in 12-Lead ECG. - Zuhao Liu 002; Huan Wang 015; Yibo Gao; Shunchen Shi (IEEE Trans. Instrum. Meas., 2021)

Multitask Learning Based on Lightweight 1DCNN for Fault Diagnosis of Wheelset Bearings. - Zhiliang Liu; Huan Wang 015; Junjie Liu; Yong Qin 002; Dandan Peng (IEEE Trans. Instrum. Meas., 2021)

An End-to-End 12-Leading Electrocardiogram Diagnosis System Based on Deformable Convolutional Neural Network With Good Antinoise Ability. - Lang Qin; Yuntao Xie; Xinwen Liu 005; Xiangchi Yuan; Huan Wang 015 (IEEE Trans. Instrum. Meas., 2021)

Regional Saliency Map Attack for Medical Image Segmentation. - Pei Yang; Huan Wang 015 (ICIP, 2022)

Colour Space Defence: Simple, Intuitive, but Effective. - Pei Yang; Jing Wang 214; Huan Wang 015 (ISSRE Workshops, 2022)

Self-supervised signal representation learning for machinery fault diagnosis under limited annotation data. - Huan Wang 015; Zhiliang Liu; Yipei Ge; Dandan Peng (Knowl. Based Syst., 2022)

Iterative Error Self-Correction for Robust Fault Diagnosis of Mechanical Equipment With Noisy Label. - Huan Wang 015; Yan-Fu Li (IEEE Trans. Instrum. Meas., 2022)

Transformer for High-Speed Train Wheel Wear Prediction With Multiplex Local-Global Temporal Fusion. - Huan Wang 015; Tianli Men; Yan-Fu Li (IEEE Trans. Instrum. Meas., 2022)

Mixed-Type Wafer Defect Pattern Recognition Framework Based on Multifaceted Dynamic Convolution. - Yuxiang Wei 004; Huan Wang 015 (IEEE Trans. Instrum. Meas., 2022)

Feature-Level Attention-Guided Multitask CNN for Fault Diagnosis and Working Conditions Identification of Rolling Bearing. - Huan Wang 015; Zhiliang Liu; Dandan Peng; Mei Yang; Yong Qin 002 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Empowering ChatGPT-Like Large-Scale Language Models with Local Knowledge Base for Industrial Prognostics and Health Management. - Huan Wang 015; Yan-Fu Li; Min Xie 001 (CoRR, 2023)

Convolutional Transformer-Based Multiview Information Perception Framework for Lithium-Ion Battery State-of-Health Estimation. - Tianyou Bai; Huan Wang 015 (IEEE Trans. Instrum. Meas., 2023)

Composite Wafer Defect Recognition Framework Based on Multiview Dynamic Feature Enhancement With Class-Specific Classifier. - Wenjun Luo; Huan Wang 015 (IEEE Trans. Instrum. Meas., 2023)

Time-Efficient Neural Architecture Search for Autonomous Underwater Vehicle Fault Diagnosis. - Shicheng Pei; Huan Wang 015; Te Han (IEEE Trans. Instrum. Meas., 2023)

Attention-based deep meta-transfer learning for few-shot fine-grained fault diagnosis. - Chuanjiang Li; Shaobo Li 001; Huan Wang 015; Fengshou Gu; Andrew D. Ball (Knowl. Based Syst., 2023)

Wavelet integrated attention network with multi-resolution frequency learning for mixed-type wafer defect recognition. - Yuxiang Wei 004; Huan Wang 015 (Eng. Appl. Artif. Intell., 2023)

Bioinspired membrane learnable spiking neural network for autonomous vehicle sensors fault diagnosis under open environments. - Huan Wang 015; Yan-Fu Li (Reliab. Eng. Syst. Saf., 2023)

Robust Mechanical Fault Diagnosis With Noisy Label Based on Multistage True Label Distribution Learning. - Huan Wang 015; Yan-Fu Li (IEEE Trans. Reliab., 2023)

Next-Gen AIoT-Driven Predictive Maintenance and Health Management System for High-Speed Train Wheel and Axle Systems. - Dun Li; Yan-Fu Li; Huan Wang 015 (GCAIoT, 2024)

Brain-Inspired Spiking Neural Networks for Industrial Fault Diagnosis: A Survey, Challenges, and Opportunities. - Huan Wang 015; Yan-Fu Li; Konstantinos C. Gryllias (CoRR, 2024)

Wavelet-powered hierarchical frequency filtering framework for autonomous vehicle sensors fault diagnosis and correction under open environments. - Huan Wang 015; Yan-Fu Li (Eng. Appl. Artif. Intell., 2024)

A novel health indicator by dominant invariant subspace on Grassmann manifold for state of health assessment of lithium-ion battery. - Ying Zhang 069; Yan-Fu Li; Ming Zhang; Huan Wang 015 (Eng. Appl. Artif. Intell., 2024)

Photovoltaic Cell Anomaly Detection Enabled by Scale Distribution Alignment Learning and Multiscale Linear Attention Framework. - Zhonghao Chang; An-Jun Zhang; Huan Wang 015; Jiajia Xu; Te Han (IEEE Internet Things J., 2024)

Intelligent recognition of structural health state of EV lithium-ion Battery using transfer learning based on X-ray computed tomography. - Ying Zhang 069; Kaiye Gao; Tianyi Ma; Huan Wang 015; Yan-Fu Li (Reliab. Eng. Syst. Saf., 2024)

FFT-Trans: Enhancing Robustness in Mechanical Fault Diagnosis With Fourier Transform-Based Transformer Under Noisy Conditions. - Xiaoyu Luo; Huan Wang 015; Te Han; Ying Zhang 069 (IEEE Trans. Instrum. Meas., 2024)

A Few-Shot Machinery Fault Diagnosis Framework Based on Self-Supervised Signal Representation Learning. - Huan Wang 015; Xindan Wang; Yizhuo Yang 001; Konstantinos C. Gryllias; Zhiliang Liu (IEEE Trans. Instrum. Meas., 2024)

An Adversarial Training Framework Based on Unsupervised Feature Reconstruction Constraints for Crystalline Silicon Solar Cells Anomaly Detection. - Ning Zhu; Jing Wang 214; Ying Zhang 069; Huan Wang 015; Te Han (IEEE Trans. Instrum. Meas., 2024)

A Brain-Inspired Spiking Network Framework Based on Multi-Time-Step Self-Attention for Lithium-Ion Batteries Capacity Prediction. - Huan Wang 015; Muxia Sun; Yan-Fu Li (IEEE Trans. Consumer Electron., 2024)

ChatGPT-like large-scale foundation models for prognostics and health management: A survey and roadmaps. - Yan-Fu Li; Huan Wang 015; Muxia Sun (Reliab. Eng. Syst. Saf., 2024)

A brain-inspired energy-efficient Wide Spiking Residual Attention Framework for intelligent fault diagnosis. - Jiale Liu; Huan Wang 015 (Reliab. Eng. Syst. Saf., 2024)

Fourier Feature Refiner Network With Soft Thresholding for Machinery Fault Diagnosis Under Highly Noisy Conditions. - Huan Wang 015; Wenjun Luo; Zhiliang Liu; Junhao Zhang; Ming Jian Zuo (IEEE Internet Things J., 2024)

Wavelet Integrated CNN With Dynamic Frequency Aggregation for High-Speed Train Wheel Wear Prediction. - Huan Wang 015; Yan-Fu Li; Tianli Men (IEEE Trans. Intell. Transp. Syst., 2024)

Physically Interpretable Wavelet-Guided Networks With Dynamic Frequency Decomposition for Machine Intelligence Fault Prediction. - Huan Wang 015; Yan-Fu Li; Tianli Men; Lishuai Li (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Large-Scale Visual Language Model Boosted by Contrast Domain Adaptation for Intelligent Industrial Visual Monitoring. - Huan Wang 015; Chenxi Li; Yan-Fu Li (IEEE Trans. Ind. Informatics, 2024)

OAIFAN: A Noise-Robust Discriminative Feature Unification Framework for Cross-Speed Fault Transfer Diagnosis. - Yuhan Huang; Xiaoxi Hu; Huan Wang 015; Yiming He; Jingming Cao (IEEE Trans. Instrum. Meas., 2025)

Dynamic Subdomain Pseudolabel Correction and Adaptation Framework for Multiscenario Mechanical Fault Diagnosis. - Chenxi Li; Huan Wang 015; Te Han (IEEE Trans. Reliab., 2025)

AeroGPT: Leveraging Large-Scale Audio Model for Aero-Engine Bearing Fault Diagnosis. - Jiale Liu; Dandan Peng; Huan Wang 015; Chenyu Liu; Yan-Fu Li; Min Xie 001 (CoRR, 2025)