Ruyi Huang

45 papers Journal 33Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Decision Support under Prediction-Induced Censoring.
CoRR
Yan Chen, Ruyi Huang, Cheng Liu
2026 J jnl
Revealing State-Feature Dependencies in Dynamic Degradation: An Exofeature-Aware Transformer for Battery State-of-Health Prediction.
IEEE Trans. Consumer Electron.
Ruyi Huang, Yan Chen, Cheng Liu
2026 J jnl
Time-frequency fully-connected graph neural network: An effective multiscale spatiotemporal dependency learning method for multisource machine fault diagnosis.
Adv. Eng. Informatics
Yadong Xu, Sheng Li, Zhihan Li, Kaili Wu, Ruyi Huang, Beibei Sun, Jinchen Ji
2026 J jnl
Traceable Algorithm Unrolling Network: An Interpretable Deep Sparse Representation Model for Mechanical Fault Diagnosis.
IEEE Trans. Cybern.
Hao Lan, Zhuyun Chen, Shuhan Deng, Ruyi Huang, Fugee Tsung, Weihua Li
2025 J jnl
A Multiscale Cross-Channel Attention Network for Remaining Useful Life Prediction With Variable Sensors.
IEEE Trans. Instrum. Meas.
Tianao Zhang, Li Jiang, Ruyi Huang, Xin Zhang
2025 J jnl
A transfer regression network-based adaptive calibration method for remaining useful life prediction considering individual discrepancies in the degradation process of machinery.
J. Intell. Manuf.
Jiaxian Chen, Dongpeng Li, Ruyi Huang, Zhuyun Chen, Weihua Li
2025 J jnl
CRULP: Reliable RUL Estimation Inspired by Conformal Prediction.
IEEE Trans. Instrum. Meas.
Shiyuan Piao, Ruyi Huang, Fugee Tsung
2025 J jnl
Contrastive Learning-Based Feature-Consistency Distillation Network for Weak Fault Diagnosis of Harmonic Drive.
IEEE Trans. Instrum. Meas.
Jiaxian Chen, Dongpeng Li, Ruyi Huang, Zhuyun Chen, Weihua Li
2025 J jnl
FaultGPT: Industrial Fault Diagnosis Question Answering System by Vision Language Models.
CoRR
Jiao Chen, Ruyi Huang, Zuohong Lv, Jianhua Tang, Weihua Li
2025 — conf
Quantify Uncertainty Beyond Covariate Shift in RUL Estimation by Conformal Prediction.
CASE
Shiyuan Piao, Ying Wang, Ruyi Huang, Di Wang, Fugee Tsung
2025 J jnl
The graph model with preference-approval structures based on third-generation prospect theory and its application to the e-commerce platform conflict.
Appl. Soft Comput.
Nannan Wu, Ruyi Huang, Ming Situ, Dayong Wang
2024 J jnl
A Time-Series Data-Driven Method for Milling Force Prediction of Robotic Machining.
IEEE Trans. Instrum. Meas.
Kai Wu, Yuan Lu, Ruyi Huang, Bernd Kuhlenkötter, Weihua Li
2024 J jnl
A digital twin-driven approach for partial domain fault diagnosis of rotating machinery.
Eng. Appl. Artif. Intell.
Jingyan Xia, Zhuyun Chen, Jiaxian Chen, Guolin He, Ruyi Huang, Weihua Li
2024 — conf
An Interpretable Fault Diagnosis Framework based on Capsule Network with Statistical Features.
I2MTC
Hao Lan, Shuhan Deng, Ruyi Huang, Zhuyun Chen, Weihua Li
2024 J jnl
Digital Twin-Assisted Fault Diagnosis of Rotating Machinery Without Measured Fault Data.
IEEE Trans. Instrum. Meas.
Jingyan Xia, Ruyi Huang, Jipu Li, Zhuyun Chen, Weihua Li
2024 J jnl
Enhancing Reliability Through Interpretability: A Comprehensive Survey of Interpretable Intelligent Fault Diagnosis in Rotating Machinery.
IEEE Access
Gang Chen, Junlin Yuan, Yiyue Zhang, Hanyue Zhu, Ruyi Huang, Fengtao Wang, Weihua Li
2024 J jnl
Knowledge Embedded Autoencoder Network for Harmonic Drive Fault Diagnosis Under Few-Shot Industrial Scenarios.
IEEE Internet Things J.
Jiaxian Chen, Kairu Wen, Jingyan Xia, Ruyi Huang, Zhuyun Chen, Weihua Li
2024 — conf
Multi-Scale Dilated Convolutional Auto-Encoder Network for Weak Feature Extraction and Health Condition Detection.
I2MTC
Jiaxian Chen, Dongpeng Li, Ruyi Huang, Zhuyun Chen, Weihua Li
2024 — conf
RP3D: A Roadside Perception Framework for 3D Object Detection via Multi-view Sensor Fusion.
ECCV Workshops (8)
Shaowu Zheng, Ruyi Huang, Yuan Ji, Ming Ye, Weihua Li
2024 J jnl
Ring Array Scatter Feature Adaption Deep Transfer Imaging Method for Composite Plate Structure Health Monitoring Using Guided Waves.
IEEE Trans. Instrum. Meas.
Bin Zhang, Ruyi Huang, Zewen Luo, Liuwei Huang, Xiaobin Hong, Gang Jin
2024 — conf
VICooper: A Practical Vehicle-Infrastructure Cooperative Perception Framework for Autonomous Driving.
ECCV Workshops (8)
Shaowu Zheng, Ming Ye, Yuan Ji, Ruyi Huang, Weihua Li
2023 J jnl
A LightGBM-Based Multiscale Weighted Ensemble Model for Few-Shot Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Weihua Li, Jingke He, Huibin Lin, Ruyi Huang, Guolin He, Zhuyun Chen
2023 J jnl
A Multi-Source Weighted Deep Transfer Network for Open-Set Fault Diagnosis of Rotary Machinery.
IEEE Trans. Cybern.
Zhuyun Chen, Yixiao Liao, Jipu Li, Ruyi Huang, Lei Xu, Gang Jin, Weihua Li
2023 J jnl
A novel digital twin-driven approach based on physical-virtual data fusion for gearbox fault diagnosis.
Reliab. Eng. Syst. Saf.
Jingyan Xia, Ruyi Huang, Zhuyun Chen, Guolin He, Weihua Li
2023 J jnl
Aero-engine remaining useful life prediction method with self-adaptive multimodal data fusion and cluster-ensemble transfer regression.
Reliab. Eng. Syst. Saf.
Jiaxian Chen, Dongpeng Li, Ruyi Huang, Zhuyun Chen, Weihua Li
2023 J jnl
Deep continual transfer learning with dynamic weight aggregation for fault diagnosis of industrial streaming data under varying working conditions.
Adv. Eng. Informatics
Jipu Li, Ruyi Huang, Zhuyun Chen, Guolin He, Konstantinos C. Gryllias, Weihua Li
2023 J jnl
Generalized open-set domain adaptation in mechanical fault diagnosis using multiple metric weighting learning network.
Adv. Eng. Informatics
Zhuyun Chen, Jingyan Xia, Jipu Li, Junbin Chen, Ruyi Huang, Gang Jin, Weihua Li
2023 — conf
Gradient-Based Interpretable Graph Convolutional Network for Bearing Fault Diagnosis.
I2MTC
Kairu Wen, Ruyi Huang, Dongpeng Li, Zhuyun Chen, Weihua Li
2023 J jnl
Multiple Source-Free Domain Adaptation Network Based on Knowledge Distillation for Machinery Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Ke Yue, Jipu Li, Zhuyun Chen, Ruyi Huang, Weihua Li
2023 J jnl
Multiscale Wavelet Prototypical Network for Cross-Component Few-Shot Intelligent Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Ke Yue, Jipu Li, Junbin Chen, Ruyi Huang, Weihua Li
2023 — conf
Resource-Efficient Network for Intelligent Fault Diagnosis Using Tree-Structured Parzen Estimator.
ICSRS
Jingkang Liang, Zhuyun Chen, Junbin Chen, Jipu Li, Ruyi Huang, Weihua Li
2023 — conf
V2X-Based Cooperative Positioning for Connected Vehicles in GNSS- Denied Environments.
ITSC
Shaowu Zheng, Chong Xie, Ruyi Huang, Shanhu Yu, Ming Ye, Weihua Li
2023 J jnl
WavCapsNet: An Interpretable Intelligent Compound Fault Diagnosis Method by Backward Tracking.
IEEE Trans. Instrum. Meas.
Weihua Li, Hao Lan, Junbin Chen, Ke Feng, Ruyi Huang
2022 J jnl
Deep Self-Supervised Domain Adaptation Network for Fault Diagnosis of Rotating Machine With Unlabeled Data.
IEEE Trans. Instrum. Meas.
Jipu Li, Ruyi Huang, Junbin Chen, Jingyan Xia, Zhuyun Chen, Weihua Li
2022 J jnl
Federated Transfer Learning for Bearing Fault Diagnosis With Discrepancy-Based Weighted Federated Averaging.
IEEE Trans. Instrum. Meas.
Junbin Chen, Jipu Li, Ruyi Huang, Ke Yue, Zhuyun Chen, Weihua Li
2021 — conf
A Global-Local Dynamic Adversarial Network for Intelligent Fault Diagnosis of Spindle Bearing.
I2MTC
Jipu Li, Ruyi Huang, Jingyan Xia, Zhuyun Chen, Weihua Li
2021 J jnl
Deep Adversarial Capsule Network for Compound Fault Diagnosis of Machinery Toward Multidomain Generalization Task.
IEEE Trans. Instrum. Meas.
Ruyi Huang, Jipu Li, Yixiao Liao, Junbin Chen, Zhen Wang, Weihua Li
2021 J jnl
Multiscale Convolutional Neural Network With Feature Alignment for Bearing Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Junbin Chen, Ruyi Huang, Kun Zhao, Wei Wang, Longcan Liu, Weihua Li
2020 J jnl
A Robust Weight-Shared Capsule Network for Intelligent Machinery Fault Diagnosis.
IEEE Trans. Ind. Informatics
Ruyi Huang, Jipu Li, Shuhua Wang, Guanghui Li, Weihua Li
2020 — conf
A Transferable Capsule Network for Decoupling Compound Fault of Machinery.
I2MTC
Ruyi Huang, Zhen Wang, Jipu Li, Junbin Chen, Weihua Li
2020 J jnl
Deep Ensemble Capsule Network for Intelligent Compound Fault Diagnosis Using Multisensory Data.
IEEE Trans. Instrum. Meas.
Ruyi Huang, Jipu Li, Weihua Li, Lingli Cui
2020 J jnl
Deep Semisupervised Domain Generalization Network for Rotary Machinery Fault Diagnosis Under Variable Speed.
IEEE Trans. Instrum. Meas.
Yixiao Liao, Ruyi Huang, Jipu Li, Zhuyun Chen, Weihua Li
2019 — conf
An Intelligent Compound Fault Diagnosis Method Using One-Dimensional Deep Convolutional Neural Network With Multi-Label Classifier.
I2MTC
Ruyi Huang, Weihua Li, Lingli Cui
2019 J jnl
Deep Decoupling Convolutional Neural Network for Intelligent Compound Fault Diagnosis.
IEEE Access
Ruyi Huang, Yixiao Liao, Shaohui Zhang, Weihua Li
2017 — conf
An Active Learning Based Prediction of Epidural Stimulation Outcome in Spinal Cord Injury Patients Using Dynamic Sample Weighting.
ICHI
Mohammad Kachuee, Lisa D. Moore, Tali Homsey, Hamidreza Ghasemi Damavandi, Babak Moatamed, Anahita Hosseini, Ruyi Huang, James Leiter, Daniel C. Lu, Majid Sarrafzadeh