Huan Wang - RankMe

68 papers B 1Journal 48Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Dynamic graph meta-learning with multi-sensor spatial dependencies for cross-category small-sample fault diagnosis in ZDJ9-RTAs. Adv. Eng. Informatics Yuhan Huang, Xiaoxi Hu, Fei Chen, Jingming Cao, Yiming He, Qi Ming, Huan Wang, Jianing Wang, Tao Tang
2026	J	`jnl`	InsightX Agent: An LMM-Based Agentic Framework With Integrated Tools for Reliable X-Ray NDT Analysis. IEEE Trans. Reliab. Jiale Liu, Huan Wang, Yue Zhang, Xiaoyu Luo, Jiaxiang Hu, Zhiliang Liu, Min Xie
2026	J	`jnl`	Power Consumption Forecasting of Spacecraft Based on Adaptive Frequency-Domain Pruning-Enhanced Transformer. IEEE Trans. Syst. Man Cybern. Syst. Joey Chan, Shiyuan Piao, Huan Wang, Zhen Chen, Ershun Pan, Fugee Tsung
2026	J	`jnl`	TFD-Trans: Time-frequency hierarchical decomposition transformer for mechanical fault diagnosis. Adv. Eng. Informatics Huan Wang, Zi-Hao Ren, Junyu Qi
2026	J	`jnl`	Universal Battery Degradation Forecasting Driven by Foundation Model Across Diverse Chemistries and Conditions. CoRR Joey Chan, Huan Wang, Haoyu Pan, Wei Wu, Zirong Wang, Zhen Chen, Ershun Pan, Min Xie, Lifeng Xi
2025	J	`jnl`	AeroGPT: Leveraging Large-Scale Audio Model for Aero-Engine Bearing Fault Diagnosis. CoRR Jiale Liu, Dandan Peng, Huan Wang, Chenyu Liu, Yan-Fu Li, Min Xie
2025	J	`jnl`	Deep adaptive wavelet autoencoder with mutually independent empirical cumulative distribution for unsupervised motor anomaly detection. Eng. Appl. Artif. Intell. Pinze Ren, Ning Zhu, Dandan Peng, Liyuan Ren, Huan Wang
2025	J	`jnl`	Dynamic Subdomain Pseudolabel Correction and Adaptation Framework for Multiscenario Mechanical Fault Diagnosis. IEEE Trans. Reliab. Chenxi Li, Huan Wang, Te Han
2025	J	`jnl`	OAIFAN: A Noise-Robust Discriminative Feature Unification Framework for Cross-Speed Fault Transfer Diagnosis. IEEE Trans. Instrum. Meas. Yuhan Huang, Xiaoxi Hu, Huan Wang, Yiming He, Jingming Cao
2024	J	`jnl`	A Brain-Inspired Spiking Network Framework Based on Multi-Time-Step Self-Attention for Lithium-Ion Batteries Capacity Prediction. IEEE Trans. Consumer Electron. Huan Wang, Muxia Sun, Yan-Fu Li
2024	J	`jnl`	A Few-Shot Machinery Fault Diagnosis Framework Based on Self-Supervised Signal Representation Learning. IEEE Trans. Instrum. Meas. Huan Wang, Xindan Wang, Yizhuo Yang, Konstantinos C. Gryllias, Zhiliang Liu
2024	J	`jnl`	A brain-inspired energy-efficient Wide Spiking Residual Attention Framework for intelligent fault diagnosis. Reliab. Eng. Syst. Saf. Jiale Liu, Huan Wang
2024	J	`jnl`	A novel health indicator by dominant invariant subspace on Grassmann manifold for state of health assessment of lithium-ion battery. Eng. Appl. Artif. Intell. Ying Zhang, Yan-Fu Li, Ming Zhang, Huan Wang
2024	J	`jnl`	An Adversarial Training Framework Based on Unsupervised Feature Reconstruction Constraints for Crystalline Silicon Solar Cells Anomaly Detection. IEEE Trans. Instrum. Meas. Ning Zhu, Jing Wang, Ying Zhang, Huan Wang, Te Han
2024	J	`jnl`	Brain-Inspired Spiking Neural Networks for Industrial Fault Diagnosis: A Survey, Challenges, and Opportunities. CoRR Huan Wang, Yan-Fu Li, Konstantinos C. Gryllias
2024	J	`jnl`	ChatGPT-like large-scale foundation models for prognostics and health management: A survey and roadmaps. Reliab. Eng. Syst. Saf. Yan-Fu Li, Huan Wang, Muxia Sun
2024	J	`jnl`	FFT-Trans: Enhancing Robustness in Mechanical Fault Diagnosis With Fourier Transform-Based Transformer Under Noisy Conditions. IEEE Trans. Instrum. Meas. Xiaoyu Luo, Huan Wang, Te Han, Ying Zhang
2024	J	`jnl`	Fourier Feature Refiner Network With Soft Thresholding for Machinery Fault Diagnosis Under Highly Noisy Conditions. IEEE Internet Things J. Huan Wang, Wenjun Luo, Zhiliang Liu, Junhao Zhang, Ming Jian Zuo
2024	J	`jnl`	Intelligent recognition of structural health state of EV lithium-ion Battery using transfer learning based on X-ray computed tomography. Reliab. Eng. Syst. Saf. Ying Zhang, Kaiye Gao, Tianyi Ma, Huan Wang, Yan-Fu Li
2024	J	`jnl`	Large-Scale Visual Language Model Boosted by Contrast Domain Adaptation for Intelligent Industrial Visual Monitoring. IEEE Trans. Ind. Informatics Huan Wang, Chenxi Li, Yan-Fu Li
2024	—	`conf`	Next-Gen AIoT-Driven Predictive Maintenance and Health Management System for High-Speed Train Wheel and Axle Systems. GCAIoT Dun Li, Yan-Fu Li, Huan Wang
2024	J	`jnl`	Photovoltaic Cell Anomaly Detection Enabled by Scale Distribution Alignment Learning and Multiscale Linear Attention Framework. IEEE Internet Things J. Zhonghao Chang, An-Jun Zhang, Huan Wang, Jiajia Xu, Te Han
2024	J	`jnl`	Physically Interpretable Wavelet-Guided Networks With Dynamic Frequency Decomposition for Machine Intelligence Fault Prediction. IEEE Trans. Syst. Man Cybern. Syst. Huan Wang, Yan-Fu Li, Tianli Men, Lishuai Li
2024	J	`jnl`	Wavelet Integrated CNN With Dynamic Frequency Aggregation for High-Speed Train Wheel Wear Prediction. IEEE Trans. Intell. Transp. Syst. Huan Wang, Yan-Fu Li, Tianli Men
2024	J	`jnl`	Wavelet-powered hierarchical frequency filtering framework for autonomous vehicle sensors fault diagnosis and correction under open environments. Eng. Appl. Artif. Intell. Huan Wang, Yan-Fu Li
2023	J	`jnl`	Attention-based deep meta-transfer learning for few-shot fine-grained fault diagnosis. Knowl. Based Syst. Chuanjiang Li, Shaobo Li, Huan Wang, Fengshou Gu, Andrew D. Ball
2023	J	`jnl`	Bioinspired membrane learnable spiking neural network for autonomous vehicle sensors fault diagnosis under open environments. Reliab. Eng. Syst. Saf. Huan Wang, Yan-Fu Li
2023	J	`jnl`	ChatGPT-Like Large-Scale Foundation Models for Prognostics and Health Management: A Survey and Roadmaps. CoRR Yan-Fu Li, Huan Wang, Muxia Sun
2023	J	`jnl`	Composite Wafer Defect Recognition Framework Based on Multiview Dynamic Feature Enhancement With Class-Specific Classifier. IEEE Trans. Instrum. Meas. Wenjun Luo, Huan Wang
2023	J	`jnl`	Convolutional Transformer-Based Multiview Information Perception Framework for Lithium-Ion Battery State-of-Health Estimation. IEEE Trans. Instrum. Meas. Tianyou Bai, Huan Wang
2023	J	`jnl`	Empowering ChatGPT-Like Large-Scale Language Models with Local Knowledge Base for Industrial Prognostics and Health Management. CoRR Huan Wang, Yan-Fu Li, Min Xie
2023	J	`jnl`	Robust Mechanical Fault Diagnosis With Noisy Label Based on Multistage True Label Distribution Learning. IEEE Trans. Reliab. Huan Wang, Yan-Fu Li
2023	J	`jnl`	Time-Efficient Neural Architecture Search for Autonomous Underwater Vehicle Fault Diagnosis. IEEE Trans. Instrum. Meas. Shicheng Pei, Huan Wang, Te Han
2023	J	`jnl`	Wavelet integrated attention network with multi-resolution frequency learning for mixed-type wafer defect recognition. Eng. Appl. Artif. Intell. Yuxiang Wei, Huan Wang
2022	—	`conf`	Colour Space Defence: Simple, Intuitive, but Effective. ISSRE Workshops Pei Yang, Jing Wang, Huan Wang
2022	J	`jnl`	Feature-Level Attention-Guided Multitask CNN for Fault Diagnosis and Working Conditions Identification of Rolling Bearing. IEEE Trans. Neural Networks Learn. Syst. Huan Wang, Zhiliang Liu, Dandan Peng, Mei Yang, Yong Qin
2022	J	`jnl`	Iterative Error Self-Correction for Robust Fault Diagnosis of Mechanical Equipment With Noisy Label. IEEE Trans. Instrum. Meas. Huan Wang, Yan-Fu Li
2022	J	`jnl`	Mixed-Type Wafer Defect Pattern Recognition Framework Based on Multifaceted Dynamic Convolution. IEEE Trans. Instrum. Meas. Yuxiang Wei, Huan Wang
2022	B	`conf`	Regional Saliency Map Attack for Medical Image Segmentation. ICIP Pei Yang, Huan Wang
2022	J	`jnl`	Self-supervised signal representation learning for machinery fault diagnosis under limited annotation data. Knowl. Based Syst. Huan Wang, Zhiliang Liu, Yipei Ge, Dandan Peng
2022	J	`jnl`	Transformer for High-Speed Train Wheel Wear Prediction With Multiplex Local-Global Temporal Fusion. IEEE Trans. Instrum. Meas. Huan Wang, Tianli Men, Yan-Fu Li
2021	—	`conf`	A Denoising Self-supervised Approach for COVID-19 Pneumonia Lesion Segmentation with Limited Annotated CT Images. EMBC Yibo Gao, Huan Wang, Xinglong Liu, Ning Huang, Guotai Wang, Shaoting Zhang
2021	—	`conf`	A Novel Weakly Supervised Framework Based On Noisy-Label Learning For Medical Image Segmentation. ISBI Haoyang Wu, Huan Wang, Hao He, Zixiao He, Guotai Wang
2021	—	`conf`	A One-Dimensional Siamese Few-Shot Learning Approach for ECG Classification under Limited Data. EMBC Zongjin Li, Huan Wang, Xinwen Liu
2021	—	`conf`	Adversarial attack for deep-learning-based fault diagnosis models. QRS Companion Yipei Ge, Huan Wang, Zhiliang Liu
2021	—	`conf`	An Approach for Deep Learning in ECG Classification Tasks in the Presence of Noisy Labels. EMBC Xinwen Liu, Huan Wang, Zongjin Li
2021	J	`jnl`	An End-to-End 12-Leading Electrocardiogram Diagnosis System Based on Deformable Convolutional Neural Network With Good Antinoise Ability. IEEE Trans. Instrum. Meas. Lang Qin, Yuntao Xie, Xinwen Liu, Xiangchi Yuan, Huan Wang
2021	J	`jnl`	An end-to-end atrial fibrillation detection by a novel residual-based temporal attention convolutional neural network with exponential nonlinearity loss. Knowl. Based Syst. Yibo Gao, Huan Wang, Zuhao Liu
2021	—	`conf`	Automatic 12-Leading Electrocardiogram Classification Network with Deformable Convolution. EMBC Yuntao Xie, Lang Qin, Hongcheng Tan, Xinyang Li, Bisen Liu, Huan Wang
2021	J	`jnl`	Automatic Attention Learning Using Neural Architecture Search for Detection of Cardiac Abnormality in 12-Lead ECG. IEEE Trans. Instrum. Meas. Zuhao Liu, Huan Wang, Yibo Gao, Shunchen Shi
2021	J	`jnl`	Automatic Segmentation of Organs-at-Risk from Head-and-Neck CT using Separable Convolutional Neural Network with Hard-Region-Weighted Loss. CoRR Wenhui Lei, Haochen Mei, Zhengwentai Sun, Shan Ye, Ran Gu, Huan Wang, Rui Huang, Shichuan Zhang, Shaoting Zhang, Guotai Wang
2021	J	`jnl`	Automatic segmentation of organs-at-risk from head-and-neck CT using separable convolutional neural network with hard-region-weighted loss. Neurocomputing Wenhui Lei, Haochen Mei, Zhengwentai Sun, Shan Ye, Ran Gu, Huan Wang, Rui Huang, Shichuan Zhang, Shaoting Zhang, Guotai Wang
2021	J	`jnl`	Deep learning in ECG diagnosis: A review. Knowl. Based Syst. Xinwen Liu, Huan Wang, Zongjin Li, Lang Qin
2021	—	`conf`	Dual Attention Convolutional Neural Network Based on Adaptive Parametric ReLU for Denoising ECG Signals with Strong Noise. EMBC Zixiao He, Xinwen Liu, Hao He, Huan Wang
2021	—	`conf`	LCOV-NET: A Lightweight Neural Network For COVID-19 Pneumonia Lesion Segmentation From 3D CT Images. ISBI Qianfei Zhao, Huan Wang, Guotai Wang
2021	J	`jnl`	Multitask Learning Based on Lightweight 1DCNN for Fault Diagnosis of Wheelset Bearings. IEEE Trans. Instrum. Meas. Zhiliang Liu, Huan Wang, Junjie Liu, Yong Qin, Dandan Peng
2021	—	`conf`	Transformer for High-Speed Train Wheel Wear Prediction with Multiplex Local-Global Temporal Fusion. QRS Companion Huan Wang, Tianli Men, Yan-Fu Li
2020	—	`conf`	A Novel Approach for Atrial Fibrillation Signal Identification Based on Temporal Attention Mechanism. EMBC Yibo Gao, Huan Wang, Zuhao Liu
2020	—	`conf`	CSAF-CNN: Cross-Layer Spatial Attention Map Fusion Network for Organ-at-Risk Segmentation in Head and Neck CT Images. ISBI Zuhao Liu, Huan Wang, Wenhui Lei, Guotai Wang
2020	J	`jnl`	Multibranch and Multiscale CNN for Fault Diagnosis of Wheelset Bearings Under Strong Noise and Variable Load Condition. IEEE Trans. Ind. Informatics Dandan Peng, Huan Wang, Zhiliang Liu, Wei Zhang, Ming Jian Zuo, Jian Chen
2020	—	`conf`	NAS-SCAM: Neural Architecture Search-Based Spatial and Channel Joint Attention Module for Nuclei Semantic Segmentation and Classification. MICCAI (1) Zuhao Liu, Huan Wang, Shaoting Zhang, Guotai Wang, Jin Qi
2020	J	`jnl`	Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diagnosis. IEEE Trans. Ind. Informatics Huan Wang, Zhiliang Liu, Dandan Peng, Yong Qin
2019	J	`jnl`	A Novel Deeper One-Dimensional CNN With Residual Learning for Fault Diagnosis of Wheelset Bearings in High-Speed Trains. IEEE Access Dandan Peng, Zhiliang Liu, Huan Wang, Yong Qin, Limin Jia
2019	—	`conf`	Automated Segmentation of Skin Lesion Based on Pyramid Attention Network. MLMI@MICCAI Huan Wang, Guotai Wang, Ze Sheng, Shaoting Zhang
2019	—	`conf`	DeepIGeoS-V2: Deep Interactive Segmentation of Multiple Organs from Head and Neck Images with Lightweight CNNs. LABELS/HAL-MICCAI/CuRIOUS@MICCAI Wenhui Lei, Huan Wang, Ran Gu, Shichuan Zhang, Shaoting Zhang, Guotai Wang
2019	—	`conf`	Global and Local Multi-scale Feature Fusion Enhancement for Brain Tumor Segmentation and Pancreas Segmentation. BrainLes@MICCAI (1) Huan Wang, Guotai Wang, Zijian Liu, Shaoting Zhang
2019	—	`conf`	High- and Low-Level Feature Enhancement for Medical Image Segmentation. MLMI@MICCAI Huan Wang, Guotai Wang, Zhihan Xu, Wenhui Lei, Shaoting Zhang
2018	—	`conf`	Automated Segmentation of Intervertebral Disc Using Fully Dilated Separable Deep Neural Networks. CSI@MICCAI Huan Wang, Ran Gu, Zhongyu Li