Huan Wang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 46

Top Topics

Lesion Segmentation

Fault Diagnosis

Top Venues

IEEE Trans. Instrum. Meas.

Reliab. Eng. Syst. Saf.

Knowl. Based Syst.

Publications

Xiaoyu Luo, Huan Wang, Te Han, Ying Zhang
FFT-Trans: Enhancing Robustness in Mechanical Fault Diagnosis With Fourier Transform-Based Transformer Under Noisy Conditions. IEEE Trans. Instrum. Meas. 73 (2024)
Huan Wang, Yan-Fu Li, Tianli Men, Lishuai Li
Physically Interpretable Wavelet-Guided Networks With Dynamic Frequency Decomposition for Machine Intelligence Fault Prediction. IEEE Trans. Syst. Man Cybern. Syst. 54 (8) (2024)
Ying Zhang, Kaiye Gao, Tianyi Ma, Huan Wang, Yan-Fu Li
Intelligent recognition of structural health state of EV lithium-ion Battery using transfer learning based on X-ray computed tomography. Reliab. Eng. Syst. Saf. 251 (2024)
Huan Wang, Muxia Sun, Yan-Fu Li
A Brain-Inspired Spiking Network Framework Based on Multi-Time-Step Self-Attention for Lithium-Ion Batteries Capacity Prediction. IEEE Trans. Consumer Electron. 70 (1) (2024)
Huan Wang, Yan-Fu Li
Wavelet-powered hierarchical frequency filtering framework for autonomous vehicle sensors fault diagnosis and correction under open environments. Eng. Appl. Artif. Intell. 136 (2024)
Yan-Fu Li, Huan Wang, Muxia Sun
ChatGPT-like large-scale foundation models for prognostics and health management: A survey and roadmaps. Reliab. Eng. Syst. Saf. 243 (2024)
Huan Wang, Wenjun Luo, Zhiliang Liu, Junhao Zhang, Ming Jian Zuo
Fourier Feature Refiner Network With Soft Thresholding for Machinery Fault Diagnosis Under Highly Noisy Conditions. IEEE Internet Things J. 11 (13) (2024)
Zhonghao Chang, An-Jun Zhang, Huan Wang, Jiajia Xu, Te Han
Photovoltaic Cell Anomaly Detection Enabled by Scale Distribution Alignment Learning and Multiscale Linear Attention Framework. IEEE Internet Things J. 11 (16) (2024)
Huan Wang, Xindan Wang, Yizhuo Yang, Konstantinos C. Gryllias, Zhiliang Liu
A Few-Shot Machinery Fault Diagnosis Framework Based on Self-Supervised Signal Representation Learning. IEEE Trans. Instrum. Meas. 73 (2024)
Jiale Liu, Huan Wang
A brain-inspired energy-efficient Wide Spiking Residual Attention Framework for intelligent fault diagnosis. Reliab. Eng. Syst. Saf. 243 (2024)
Huan Wang, Yan-Fu Li, Tianli Men
Wavelet Integrated CNN With Dynamic Frequency Aggregation for High-Speed Train Wheel Wear Prediction. IEEE Trans. Intell. Transp. Syst. 25 (8) (2024)
Yuxiang Wei, Huan Wang
Wavelet integrated attention network with multi-resolution frequency learning for mixed-type wafer defect recognition. Eng. Appl. Artif. Intell. 121 (2023)
Huan Wang, Yan-Fu Li
Bioinspired membrane learnable spiking neural network for autonomous vehicle sensors fault diagnosis under open environments. Reliab. Eng. Syst. Saf. 233 (2023)
Shicheng Pei, Huan Wang, Te Han
Time-Efficient Neural Architecture Search for Autonomous Underwater Vehicle Fault Diagnosis. IEEE Trans. Instrum. Meas. 72 (2023)
Chuanjiang Li, Shaobo Li, Huan Wang, Fengshou Gu, Andrew D. Ball
Attention-based deep meta-transfer learning for few-shot fine-grained fault diagnosis. Knowl. Based Syst. 264 (2023)
Tianyou Bai, Huan Wang
Convolutional Transformer-Based Multiview Information Perception Framework for Lithium-Ion Battery State-of-Health Estimation. IEEE Trans. Instrum. Meas. 72 (2023)
Huan Wang, Yan-Fu Li
Robust Mechanical Fault Diagnosis With Noisy Label Based on Multistage True Label Distribution Learning. IEEE Trans. Reliab. 72 (3) (2023)
Wenjun Luo, Huan Wang
Composite Wafer Defect Recognition Framework Based on Multiview Dynamic Feature Enhancement With Class-Specific Classifier. IEEE Trans. Instrum. Meas. 72 (2023)
Yuxiang Wei, Huan Wang
Mixed-Type Wafer Defect Pattern Recognition Framework Based on Multifaceted Dynamic Convolution. IEEE Trans. Instrum. Meas. 71 (2022)
Huan Wang, Zhiliang Liu, Dandan Peng, Mei Yang, Yong Qin
Feature-Level Attention-Guided Multitask CNN for Fault Diagnosis and Working Conditions Identification of Rolling Bearing. IEEE Trans. Neural Networks Learn. Syst. 33 (9) (2022)
Huan Wang, Zhiliang Liu, Yipei Ge, Dandan Peng
Self-supervised signal representation learning for machinery fault diagnosis under limited annotation data. Knowl. Based Syst. 239 (2022)
Zongjin Li, Huan Wang, Xinwen Liu
A One-Dimensional Siamese Few-Shot Learning Approach for ECG Classification under Limited Data. EMBC (2021)
Yibo Gao, Huan Wang, Xinglong Liu, Ning Huang, Guotai Wang, Shaoting Zhang
A Denoising Self-supervised Approach for COVID-19 Pneumonia Lesion Segmentation with Limited Annotated CT Images. EMBC (2021)
Wenhui Lei, Haochen Mei, Zhengwentai Sun, Shan Ye, Ran Gu, Huan Wang, Rui Huang, Shichuan Zhang, Shaoting Zhang, Guotai Wang
Automatic Segmentation of Organs-at-Risk from Head-and-Neck CT using Separable Convolutional Neural Network with Hard-Region-Weighted Loss. CoRR (2021)
Xinwen Liu, Huan Wang, Zongjin Li
An Approach for Deep Learning in ECG Classification Tasks in the Presence of Noisy Labels. EMBC (2021)
Qianfei Zhao, Huan Wang, Guotai Wang
LCOV-NET: A Lightweight Neural Network For COVID-19 Pneumonia Lesion Segmentation From 3D CT Images. ISBI (2021)
Xinwen Liu, Huan Wang, Zongjin Li, Lang Qin
Deep learning in ECG diagnosis: A review. Knowl. Based Syst. 227 (2021)
Yipei Ge, Huan Wang, Zhiliang Liu
Adversarial attack for deep-learning-based fault diagnosis models. QRS Companion (2021)
Zhiliang Liu, Huan Wang, Junjie Liu, Yong Qin, Dandan Peng
Multitask Learning Based on Lightweight 1DCNN for Fault Diagnosis of Wheelset Bearings. IEEE Trans. Instrum. Meas. 70 (2021)
Lang Qin, Yuntao Xie, Xinwen Liu, Xiangchi Yuan, Huan Wang
An End-to-End 12-Leading Electrocardiogram Diagnosis System Based on Deformable Convolutional Neural Network With Good Antinoise Ability. IEEE Trans. Instrum. Meas. 70 (2021)
Zuhao Liu, Huan Wang, Yibo Gao, Shunchen Shi
Automatic Attention Learning Using Neural Architecture Search for Detection of Cardiac Abnormality in 12-Lead ECG. IEEE Trans. Instrum. Meas. 70 (2021)
Yibo Gao, Huan Wang, Zuhao Liu
An end-to-end atrial fibrillation detection by a novel residual-based temporal attention convolutional neural network with exponential nonlinearity loss. Knowl. Based Syst. 212 (2021)
Wenhui Lei, Haochen Mei, Zhengwentai Sun, Shan Ye, Ran Gu, Huan Wang, Rui Huang, Shichuan Zhang, Shaoting Zhang, Guotai Wang
Automatic segmentation of organs-at-risk from head-and-neck CT using separable convolutional neural network with hard-region-weighted loss. Neurocomputing 442 (2021)
Zixiao He, Xinwen Liu, Hao He, Huan Wang
Dual Attention Convolutional Neural Network Based on Adaptive Parametric ReLU for Denoising ECG Signals with Strong Noise. EMBC (2021)
Haoyang Wu, Huan Wang, Hao He, Zixiao He, Guotai Wang
A Novel Weakly Supervised Framework Based On Noisy-Label Learning For Medical Image Segmentation. ISBI (2021)
Zuhao Liu, Huan Wang, Wenhui Lei, Guotai Wang
CSAF-CNN: Cross-Layer Spatial Attention Map Fusion Network for Organ-at-Risk Segmentation in Head and Neck CT Images. ISBI (2020)
Dandan Peng, Huan Wang, Zhiliang Liu, Wei Zhang, Ming Jian Zuo, Jian Chen
Multibranch and Multiscale CNN for Fault Diagnosis of Wheelset Bearings Under Strong Noise and Variable Load Condition. IEEE Trans. Ind. Informatics 16 (7) (2020)
Zuhao Liu, Huan Wang, Shaoting Zhang, Guotai Wang, Jin Qi
NAS-SCAM: Neural Architecture Search-Based Spatial and Channel Joint Attention Module for Nuclei Semantic Segmentation and Classification. MICCAI (1) (2020)
Yibo Gao, Huan Wang, Zuhao Liu
A Novel Approach for Atrial Fibrillation Signal Identification Based on Temporal Attention Mechanism. EMBC (2020)
Huan Wang, Zhiliang Liu, Dandan Peng, Yong Qin
Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diagnosis. IEEE Trans. Ind. Informatics 16 (9) (2020)
Huan Wang, Guotai Wang, Zhihan Xu, Wenhui Lei, Shaoting Zhang
High- and Low-Level Feature Enhancement for Medical Image Segmentation. MLMI@MICCAI (2019)
Dandan Peng, Zhiliang Liu, Huan Wang, Yong Qin, Limin Jia
A Novel Deeper One-Dimensional CNN With Residual Learning for Fault Diagnosis of Wheelset Bearings in High-Speed Trains. IEEE Access 7 (2019)
Huan Wang, Guotai Wang, Ze Sheng, Shaoting Zhang
Automated Segmentation of Skin Lesion Based on Pyramid Attention Network. MLMI@MICCAI (2019)
Huan Wang, Guotai Wang, Zijian Liu, Shaoting Zhang
Global and Local Multi-scale Feature Fusion Enhancement for Brain Tumor Segmentation and Pancreas Segmentation. BrainLes@MICCAI (1) (2019)
Wenhui Lei, Huan Wang, Ran Gu, Shichuan Zhang, Shaoting Zhang, Guotai Wang
DeepIGeoS-V2: Deep Interactive Segmentation of Multiple Organs from Head and Neck Images with Lightweight CNNs. LABELS/HAL-MICCAI/CuRIOUS@MICCAI (2019)
Huan Wang, Ran Gu, Zhongyu Li
Automated Segmentation of Intervertebral Disc Using Fully Dilated Separable Deep Neural Networks. CSI@MICCAI (2018)