Xiang Li - RankMe

73 papers C 2Journal 67Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An interpretable transfer bayesian method for remaining useful life prediction. Reliab. Eng. Syst. Saf. Pengcheng Xu, Naipeng Li, Yaguo Lei, Xiang Li, Lei Song, Hao Sun
2026	J	`jnl`	Dynamic vision-based machinery intelligent fault diagnosis with robustness on camera positions. Eng. Appl. Artif. Intell. Xiang Li, Peng Yu, Bin Yang, Yaguo Lei, Naipeng Li, Ke Feng
2026	J	`jnl`	Flexible Federated Learning in Machinery Fault Diagnostics with Light Communication. IEEE CAA J. Autom. Sinica Xiang Li, Weipeng Fan, Shaojie Yang, Wei Zhang, Xu Li
2026	J	`jnl`	Graph Continual Learning Network: An Incremental Intelligent Diagnosis Method of Machines for New Fault Detection. IEEE Trans Autom. Sci. Eng. Shuhui Wang, Yaguo Lei, Na Lu, Bin Yang, Xiang Li, Naipeng Li
2026	J	`jnl`	Multimodal data-enabled large model for machine fault diagnosis towards intelligent operation and maintenance. J. Ind. Inf. Integr. Shupeng Yu, Xiang Li, Yaguo Lei, Bin Yang, Naipeng Li, Ke Feng
2026	J	`jnl`	Neuromorphic computing-enabled multimodal data fusion for intelligent machine fault diagnosis. J. Ind. Inf. Integr. Xinrui Chen, Xiang Li, Yaguo Lei, Bin Yang, Naipeng Li, Ke Feng
2026	J	`jnl`	Physics-integrated intelligent method for propeller aerodynamic property predictions of electric aircraft. Eng. Appl. Artif. Intell. Wei Zhang, Ziwei Wang, Xiang Li, Song Xiang
2026	J	`jnl`	State of charge prediction for lithium-ion batteries in electric aircraft based on self-supervised informer. Appl. Soft Comput. Wei Zhang, Hongshen Hao, Yewei Zhang, Huixin Yang, Xiang Li
2025	J	`jnl`	A framework for modeling and optimization of mechanical equipment considering maintenance cost and dynamic reliability via deep reinforcement learning. Reliab. Eng. Syst. Saf. Jianhui Yuan, Yaguo Lei, Naipeng Li, Bin Yang, Xiang Li, Zexun Chen, Wei Han
2025	J	`jnl`	Balance recovery and collaborative adaptation approach for federated fault diagnosis of inconsistent machine groups. Knowl. Based Syst. Bin Yang, Yaguo Lei, Naipeng Li, Xiang Li, Xiaosheng Si, Chuanhai Chen
2025	J	`jnl`	Deep learning-enabled turbulence model optimization of solid motor. Adv. Eng. Informatics Huixin Yang, Pengcheng Yu, Bixuan Lou, Yan Cui, Xiang Li
2025	J	`jnl`	Denoising diffusion probabilistic model-enabled data augmentation method for intelligent machine fault diagnosis. Eng. Appl. Artif. Intell. Pengcheng Zhao, Wei Zhang, Xiaoshan Cao, Xiang Li
2025	J	`jnl`	Digital Twin Assisted Degradation Assessment of Bearing Cage Performance. IEEE Trans. Ind. Informatics Caizi Fan, Pengfei Wang, Yongchao Zhang, Hui Ma, Xiang Li, Qibin Wang
2025	J	`jnl`	Dynamic Vision-Enabled Intelligent Micro-Vibration Estimation Method with Spatiotemporal Pattern Consistency. IEEE CAA J. Autom. Sinica Shupeng Yu, Xiang Li, Yaguo Lei, Bin Yang, Naipeng Li
2025	J	`jnl`	Label self-correction intelligent diagnosis method and embedded system for axle box bearings of high-speed trains with noisy labels. Neurocomputing Yaning Li, Yang Gao, Bin Yang, Yaguo Lei, Xiang Li, Yue Shu, Ke Feng
2025	J	`jnl`	Multimodal Correlation-Aware Fusion Framework for Enhanced Machinery Health Prognosis With Unlabeled and Low-Quality Data Exploitation. IEEE Trans. Neural Networks Learn. Syst. Yuan Wang, Yaguo Lei, Naipeng Li, Xiang Li, Bin Yang
2025	J	`jnl`	Reducing the estimation bias and variance in reinforcement learning via Maxmean and Aitken value iteration. Eng. Appl. Artif. Intell. Fanghui Huang, Wenqi Han, Xiang Li, Xinyang Deng, Wen Jiang
2025	J	`jnl`	Remaining useful life prediction of lithium-ion battery with nonparametric degradation modeling and incomplete data. Reliab. Eng. Syst. Saf. Naipeng Li, Mingyang Wang, Yaguo Lei, Bin Yang, Xiang Li, Xiaosheng Si
2025	J	`jnl`	Self-Data-Driven Intelligent Fault Diagnosis of Gearboxes With Sparse Group Lasso. IEEE Trans. Instrum. Meas. Naipeng Li, Xinyu Li, Xiaofei Liu, Xiang Li, Bin Yang, Yaguo Lei
2024	J	`jnl`	A deep learning based health index construction method with contrastive learning. Reliab. Eng. Syst. Saf. Hongfei Wang, Xiang Li, Zhuo Zhang, Xinyang Deng, Wen Jiang
2024	J	`jnl`	A nonparametric degradation modeling method for remaining useful life prediction with fragment data. Reliab. Eng. Syst. Saf. Naipeng Li, Mingyang Wang, Yaguo Lei, Xiaosheng Si, Bin Yang, Xiang Li
2024	J	`jnl`	An Optimal-Subdomain Generalization Method for Remaining Useful Life Prediction of Machinery Under Time-Varying Operation Conditions. IEEE Trans. Ind. Informatics Xiaofei Liu, Yaguo Lei, Naipeng Li, Xiang Li, Bin Yang
2024	J	`jnl`	CGN: Class gradient network for the construction of adversarial samples. Inf. Sci. Xiang Li, Haiwang Guo, Xinyang Deng, Wen Jiang
2024	J	`jnl`	Dynamic Vision Enabled Contactless Cross-Domain Machine Fault Diagnosis with Neuromorphic Computing. IEEE CAA J. Autom. Sinica Xinrui Chen, Xiang Li, Shupeng Yu, Yaguo Lei, Naipeng Li, Bin Yang
2024	J	`jnl`	Dynamic Vision-Based Machinery Fault Diagnosis with Cross-Modality Feature Alignment. IEEE CAA J. Autom. Sinica Xiang Li, Shupeng Yu, Yaguo Lei, Naipeng Li, Bin Yang
2024	J	`jnl`	Evidence representation of uncertain information on a frame of discernment with semantic association. Inf. Fusion Xinyang Deng, Xiang Li, Wen Jiang
2024	J	`jnl`	Intelligent Machinery Fault Diagnosis With Event-Based Camera. IEEE Trans. Ind. Informatics Xiang Li, Shupeng Yu, Yaguo Lei, Naipeng Li, Bin Yang
2024	C	`conf`	KN-RUE: Key Nodes based Resampling Uncertainty Estimation. FUSION Xiang Li, Wen Jiang, Xinyang Deng, Jie Geng
2024	J	`jnl`	Label Recovery and Trajectory Designable Network for Transfer Fault Diagnosis of Machines With Incorrect Annotation. IEEE CAA J. Autom. Sinica Bin Yang, Yaguo Lei, Xiang Li, Naipeng Li, Asoke K. Nandi
2024	J	`jnl`	Prediction of Solid Rocket Motor Performance Based on Deep Learning and Ignition Experimental Data. IEEE Trans. Aerosp. Electron. Syst. Huixin Yang, Xu Wang, Shangshang Zheng, Mingze Xu, Xiang Li
2024	J	`jnl`	Targeted transfer learning through distribution barycenter medium for intelligent fault diagnosis of machines with data decentralization. Expert Syst. Appl. Bin Yang, Yaguo Lei, Xiang Li, Naipeng Li
2024	J	`jnl`	VTFR-AT: Adversarial Training With Visual Transformation and Feature Robustness. IEEE Trans. Emerg. Top. Comput. Intell. Xiang Li, Changfei Zhao, Xinyang Deng, Wen Jiang
2023	—	`conf`	A Robust Wavelet-integrated Residual Network for Fault Diagnosis of Machines with Adversarial Training. AIM Xiwei Li, Yaguo Lei, Xiang Li, Bin Yang
2023	J	`jnl`	A graph neural network-based data cleaning method to prevent intelligent fault diagnosis from data contamination. Eng. Appl. Artif. Intell. Shuhui Wang, Yaguo Lei, Bin Yang, Xiang Li, Yue Shu, Na Lu
2023	J	`jnl`	Blockchain-based decentralized federated transfer learning methodology for collaborative machinery fault diagnosis. Reliab. Eng. Syst. Saf. Wei Zhang, Ziwei Wang, Xiang Li
2023	J	`jnl`	Comprehensive Dynamic Structure Graph Neural Network for Aero-Engine Remaining Useful Life Prediction. IEEE Trans. Instrum. Meas. Hongfei Wang, Zhuo Zhang, Xiang Li, Xinyang Deng, Wen Jiang
2023	J	`jnl`	Deep Targeted Transfer Learning Along Designable Adaptation Trajectory for Fault Diagnosis Across Different Machines. IEEE Trans. Ind. Electron. Bin Yang, Yaguo Lei, Xiang Li, Clive Roberts
2023	C	`conf`	Non-Contact Machine Vibration Sensing and Fault Diagnosis Method Based on Event Camera. SAFEPROCESS Ruiyi Guang, Xiang Li, Yaguo Lei, Naipeng Li, Bin Yang
2023	J	`jnl`	Remaining Useful Life Prediction With Partial Sensor Malfunctions Using Deep Adversarial Networks. IEEE CAA J. Autom. Sinica Xiang Li, Yixiao Xu, Naipeng Li, Bin Yang, Yaguo Lei
2022	J	`jnl`	A Novel Transfer Learning Approach in Remaining Useful Life Prediction for Incomplete Dataset. IEEE Trans. Instrum. Meas. Shahin Siahpour, Xiang Li, Jay Lee
2022	J	`jnl`	Degradation Alignment in Remaining Useful Life Prediction Using Deep Cycle-Consistent Learning. IEEE Trans. Neural Networks Learn. Syst. Xiang Li, Wei Zhang, Hui Ma, Zhong Luo, Xu Li
2022	—	`conf`	Response of Urban Park Visitor Behavior to Water Quality in Beijing. SpatialDI Wen Jiang, Yaobin Meng, Yuan Zhang, Jiaxin Wu, Xiang Li
2021	—	`conf`	Adaptive Fingerprinting: Website Fingerprinting over Few Encrypted Traffic. CODASPY Chenggang Wang, Jimmy Dani, Xiang Li, Xiaodong Jia, Boyang Wang
2021	J	`jnl`	Deep Learning-Based Partial Domain Adaptation Method on Intelligent Machinery Fault Diagnostics. IEEE Trans. Ind. Electron. Xiang Li, Wei Zhang
2021	J	`jnl`	Evaluating Feature Selection and Anomaly Detection Methods of Hard Drive Failure Prediction. IEEE Trans. Reliab. Qibo Yang, Xiaodong Jia, Xiang Li, Jianshe Feng, Wenzhe Li, Jay Lee
2021	J	`jnl`	Federated learning for machinery fault diagnosis with dynamic validation and self-supervision. Knowl. Based Syst. Wei Zhang, Xiang Li, Hui Ma, Zhong Luo, Xu Li
2021	J	`jnl`	Intelligent Diagnostics for Ball Screw Fault Through Indirect Sensing Using Deep Domain Adaptation. IEEE Trans. Instrum. Meas. Vibhor Pandhare, Xiang Li, Marcella Miller, Xiaodong Jia, Jay Lee
2021	J	`jnl`	Open-Set Domain Adaptation in Machinery Fault Diagnostics Using Instance-Level Weighted Adversarial Learning. IEEE Trans. Ind. Informatics Wei Zhang, Xiang Li, Hui Ma, Zhong Luo, Xu Li
2021	J	`jnl`	Transfer learning using deep representation regularization in remaining useful life prediction across operating conditions. Reliab. Eng. Syst. Saf. Wei Zhang, Xiang Li, Hui Ma, Zhong Luo, Xu Li
2021	J	`jnl`	Universal Domain Adaptation in Fault Diagnostics With Hybrid Weighted Deep Adversarial Learning. IEEE Trans. Ind. Informatics Wei Zhang, Xiang Li, Hui Ma, Zhong Luo, Xu Li
2020	J	`jnl`	A Novel Method of Evidential Network Reasoning Based on the Logical Reasoning Rules and Conflict Measure. IEEE Access Hengqi Zhang, Xiang Li, Xinyang Deng, Wen Jiang
2020	—	`conf`	A Novel Method of Network Security Situation Assessment Based on Evidential Network. ML4CS (1) Xiang Li, Xinyang Deng, Wen Jiang
2020	J	`jnl`	A virtual metrology method with prediction uncertainty based on Gaussian process for chemical mechanical planarization. Comput. Ind. Haoshu Cai, Jianshe Feng, Qibo Yang, Wenzhe Li, Xiang Li, Jay Lee
2020	J	`jnl`	Data alignments in machinery remaining useful life prediction using deep adversarial neural networks. Knowl. Based Syst. Xiang Li, Wei Zhang, Hui Ma, Zhong Luo, Xu Li
2020	J	`jnl`	Deep Learning-Based Machinery Fault Diagnostics With Domain Adaptation Across Sensors at Different Places. IEEE Trans. Ind. Electron. Xiang Li, Wei Zhang, Nan-Xi Xu, Qian Ding
2020	J	`jnl`	Deep learning-based unsupervised representation clustering methodology for automatic nuclear reactor operating transient identification. Knowl. Based Syst. Xiang Li, Xinmin Fu, Fu-Rui Xiong, Xiaoming Bai
2020	J	`jnl`	Diagnosing Rotating Machines With Weakly Supervised Data Using Deep Transfer Learning. IEEE Trans. Ind. Informatics Xiang Li, Wei Zhang, Qian Ding, Xu Li
2020	J	`jnl`	Domain generalization in rotating machinery fault diagnostics using deep neural networks. Neurocomputing Xiang Li, Wei Zhang, Hui Ma, Zhong Luo, Xu Li
2020	J	`jnl`	Fault Diagnosis Based on Non-Negative Sparse Constrained Deep Neural Networks and Dempster-Shafer Theory. IEEE Access Zhuo Zhang, Wen Jiang, Jie Geng, Xinyang Deng, Xiang Li
2020	J	`jnl`	Intelligent cross-machine fault diagnosis approach with deep auto-encoder and domain adaptation. Neurocomputing Xiang Li, Xiao-Dong Jia, Wei Zhang, Hui Ma, Zhong Luo, Xu Li
2020	J	`jnl`	Intelligent rotating machinery fault diagnosis based on deep learning using data augmentation. J. Intell. Manuf. Xiang Li, Wei Zhang, Qian Ding, Jian-Qiao Sun
2020	J	`jnl`	Partial transfer learning in machinery cross-domain fault diagnostics using class-weighted adversarial networks. Neural Networks Xiang Li, Wei Zhang, Hui Ma, Zhong Luo, Xu Li
2020	J	`jnl`	Quality analysis in metal additive manufacturing with deep learning. J. Intell. Manuf. Xiang Li, Xiaodong Jia, Qibo Yang, Jay Lee
2019	J	`jnl`	Analysis, Design, and Implementation of Accurate ZVS Angle Control for EV Battery Charging in Wireless High-Power Transfer. IEEE Trans. Ind. Electron. Yongbin Jiang, Laili Wang, Yue Wang, Junwen Liu, Xiang Li, Gaidi Ning
2019	J	`jnl`	Cross-Domain Fault Diagnosis of Rolling Element Bearings Using Deep Generative Neural Networks. IEEE Trans. Ind. Electron. Xiang Li, Wei Zhang, Qian Ding
2019	J	`jnl`	Deep learning-based remaining useful life estimation of bearings using multi-scale feature extraction. Reliab. Eng. Syst. Saf. Xiang Li, Wei Zhang, Qian Ding
2019	J	`jnl`	Multi-Layer domain adaptation method for rolling bearing fault diagnosis. Signal Process. Xiang Li, Wei Zhang, Qian Ding, Jian-Qiao Sun
2019	J	`jnl`	Multi-objective optimal predictive control of signals in urban traffic network. J. Intell. Transp. Syst. Xiang Li, Jian-Qiao Sun
2019	J	`jnl`	Understanding and improving deep learning-based rolling bearing fault diagnosis with attention mechanism. Signal Process. Xiang Li, Wei Zhang, Qian Ding
2018	J	`jnl`	A robust intelligent fault diagnosis method for rolling element bearings based on deep distance metric learning. Neurocomputing Xiang Li, Wei Zhang, Qian Ding
2018	J	`jnl`	Remaining useful life estimation in prognostics using deep convolution neural networks. Reliab. Eng. Syst. Saf. Xiang Li, Qian Ding, Jian-Qiao Sun
2018	J	`jnl`	Signal Multiobjective Optimization for Urban Traffic Network. IEEE Trans. Intell. Transp. Syst. Xiang Li, Jian-Qiao Sun
2014	J	`jnl`	Switching control and time-delay identification. Commun. Nonlinear Sci. Numer. Simul. Qi Chen, Xiang Li, Zhi-Chang Qin, Shun Zhong, Jian-Qiao Sun