Xiang Li

19.1k citations

423 papers · 13.6k indexed · 18 hit papers · h-index 61

Control and Systems Engineering top 0.05%
Mechanical Engineering top 0.1%
Artificial Intelligence top 0.5%
Mechanics of Materials top 0.5%
Electrical and Electronic Engineering top 2%

Co-authors: Zhang We Qian Ding Jian‐Qiao Sun Hui Ma Zhong Luo Xu Li Jay Lee Yaguo Lei
Topics: Machine Fault Diagnosis Techniques (86 papers)Fault Detection and Control Systems (52 papers)Gear and Bearing Dynamics Analysis (27 papers)
Cited by: Control and Systems Engineering Industrial and Manufacturing Engineering Medical Laboratory Technology
Journals: PLoS ONE IEEE Transactions on Pattern Analysis and Machine Intelligence Bioresource Technology
Partner nations: China United States Singapore

In The Last Decade

Xiang Li

390 papers receiving 13.2k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Remaining useful life estimation in prognostics using deep convolution neural networks

2017 1.2k citations Xiang Li et al. Reliability Engineering & System Safety profile →
Deep learning-based remaining useful life estimation of bearings using multi-scale feature extraction

2018 427 citations Xiang Li, Zhang We et al. Reliability Engineering & System Safety profile →
Multi-Layer domain adaptation method for rolling bearing fault diagnosis

2018 367 citations Xiang Li, Zhang We et al. profile →
Cross-Domain Fault Diagnosis of Rolling Element Bearings Using Deep Generative Neural Networks

2018 332 citations Xiang Li, Zhang We et al. profile →
Deep residual learning-based fault diagnosis method for rotating machinery

2018 315 citations Zhang We, Xiang Li et al. profile →
Understanding and improving deep learning-based rolling bearing fault diagnosis with attention mechanism

2019 309 citations Xiang Li, Zhang We et al. profile →
Intelligent rotating machinery fault diagnosis based on deep learning using data augmentation

2018 302 citations Xiang Li, Zhang We et al. profile →
Machinery fault diagnosis with imbalanced data using deep generative adversarial networks

2019 293 citations Zhang We, Xiang Li et al. profile →
Diagnosing Rotating Machines With Weakly Supervised Data Using Deep Transfer Learning

2019 258 citations Xiang Li, Zhang We et al. profile →
A multi-stage semi-supervised learning approach for intelligent fault diagnosis of rolling bearing using data augmentation and metric learning

2020 244 citations Xiang Li et al. Mechanical Systems and Signal Processing profile →
Universal Domain Adaptation in Fault Diagnostics With Hybrid Weighted Deep Adversarial Learning

2021 225 citations Zhang We, Xiang Li et al. profile →
A robust intelligent fault diagnosis method for rolling element bearings based on deep distance metric learning

2018 222 citations Xiang Li, Zhang We et al. profile →
Open-Set Domain Adaptation in Machinery Fault Diagnostics Using Instance-Level Weighted Adversarial Learning

2021 213 citations Zhang We, Xiang Li et al. profile →
Blockchain-based decentralized federated transfer learning methodology for collaborative machinery fault diagnosis

2022 131 citations Zhang We, Xiang Li et al. Reliability Engineering & System Safety profile →
Intelligent Machinery Fault Diagnosis With Event-Based Camera

2023 114 citations Xiang Li, Yaguo Lei et al. profile →
Partial Domain Adaptation in Remaining Useful Life Prediction With Incomplete Target Data

2023 94 citations Xiang Li, Zhang We et al. IEEE/ASME Transactions on Mechatronics profile →
Dynamic Vision-Based Machinery Fault Diagnosis with Cross-Modality Feature Alignment

2024 65 citations Xiang Li, Yaguo Lei et al. profile →
Neuromorphic computing-enabled generalized machine fault diagnosis with dynamic vision

2025 24 citations Xiang Li et al. profile →

Peers

Countries citing papers authored by Xiang Li

Since Specialization

Citations

This map shows the geographic impact of Xiang Li's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Xiang Li with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xiang Li more than expected).

Fields of papers citing papers by Xiang Li

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Xiang Li. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Xiang Li. The network helps show where Xiang Li may publish in the future.

Co-authorship network of co-authors of Xiang Li

This figure shows the co-authorship network connecting the top 25 collaborators of Xiang Li. A scholar is included among the top collaborators of Xiang Li based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Xiang Li. Xiang Li is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Multi-Scale Dynamic Sparse Attention UNet for Medical Image Segmentation 2025 ·IEEE Journal of Biomedical and Health Informatics ·Xiang Li,Chong Fu,Qun Wang,Wenchao Zhang,(unknown),Junxin Chen,Chiu‐Wing Sham	1
2	Effect of strain ratio and pre-strain on the low-cycle fatigue behavior of 4130X steel at different strain amplitudes 2024 ·Materials Today Communications ·(unknown),Wei Zhang,(unknown),Xiang Li,(unknown),Xiaohua He,Changyu Zhou	3
3	Research on the distorted similitude of bolt-connected coupled cylindrical-conical shells 2024 ·Structures ·(unknown),Xiaopeng Wang,Yongquan Wang,Jie Sun,Xiang Li	0
4	Dynamic modeling of gear compound faults and stiffness sensitivity analysis against arbitrary spatial configuration of defect 2024 ·Mechanical Systems and Signal Processing ·Xiao Yang,Xiang Li,Yaguo Lei,Bin Yang,(unknown),(unknown)	11
5	Denoising diffusion probabilistic model-enabled data augmentation method for intelligent machine fault diagnosis 2024 ·Engineering Applications of Artificial Intelligence ·(unknown),Zhang We,Xiaoshan Cao,Xiang Li	30
6	Tunable Active Dual-Coupler Ring Based Compound-Cavity Filter for Single-Longitudinal-Mode Fiber Lasers 2024 ·Journal of Lightwave Technology ·(unknown),Ting Feng,Weiwei Sun,Shengbao Wu,(unknown),(unknown),Xiang Li,Fengping Yan,Yong Zhao	2
7	DMSA-UNet: Dual Multi-Scale Attention makes UNet more strong for medical image segmentation 2024 ·Knowledge-Based Systems ·Xiang Li,Chong Fu,Qun Wang,Wenchao Zhang,Chiu‐Wing Sham,Junxin Chen	19
8	Targeted transfer learning through distribution barycenter medium for intelligent fault diagnosis of machines with data decentralization 2023 ·Expert Systems with Applications ·Bin Yang,Yaguo Lei,Xiang Li,Naipeng Li	81
9	Lightweight RepVGG-Based Cross-Modality Data Prediction Method for Solid Rocket Motors 2023 ·Sensors ·(unknown),(unknown),(unknown),Mingze Xu,Xiang Li	2
10	Analytical model for the power production of a yaw-misaligned wind turbine 2023 ·Physics of Fluids ·Jianfeng Lu,(unknown),Xiang Li,(unknown),Gengsheng Zhang,Nansheng Liu,Luoqin Liu	4
11	Maximum Power Tracking Control of Wind Turbines Based on a New Prescribed Performance Function 2023 ·Energies ·Xiang Li,(unknown),(unknown),Yun Zeng,Fei Cao,(unknown),(unknown)	2
12	A novel approach to bearing prognostics based on impulse-driven measures, improved morphological filter and practical health indicator construction 2023 ·Reliability Engineering & System Safety ·Wei Guo,Xiang Li,(unknown)	12
13	Exploring Better Text Image Translation with Multimodal Codebook 2023 ·(unknown),(unknown),Xiang Li,Wen Zhang,Jian Luan,(unknown),Degen Huang,Jinsong Su	5
14	Rigid-flexible coupled modeling of compound multistage gear system considering flexibility of shaft and gear elastic deformation 2023 ·Mechanical Systems and Signal Processing ·Xiao Yang,Yaguo Lei,Huan Liu,Bin Yang,Xiang Li,Naipeng Li	19
15	A lightweight residual network based on improved knowledge transfer and quantized distillation for cross-domain fault diagnosis of rolling bearings 2023 ·Expert Systems with Applications ·Wei Guo,Xiang Li,(unknown)	23
16	Partial Domain Adaptation in Remaining Useful Life Prediction With Incomplete Target Databreakdown → 2023 ·IEEE/ASME Transactions on Mechatronics ·Xiang Li,Zhang We,Xu Li,(unknown)	94
17	Autonomous Driving Policy Continual Learning With One-Shot Disengagement Case 2022 ·IEEE Transactions on Intelligent Vehicles ·Zhong Cao,Xiang Li,Kun Jiang,(unknown),Xiaoyu Liu,(unknown),Diange Yang	8
18	Bifunctional Role of Hydrogen in Aqueous Hydrogenative Ring Rearrangement of Furfurals over Co@Co-NC 2022 ·ACS Sustainable Chemistry & Engineering ·Xiang Li,(unknown),(unknown),Shixia Chen,Jun Wang,Zheling Zeng,Ji‐Jun Zou,Shuguang Deng,Qiang Deng	23
19	An Optimal Parameter Selection Method for MOMEDA Based on EHNR and Its Spectral Entropy 2021 ·Sensors ·(unknown),Jun Ma,Xiaodong Wang,Xiang Li	14
20	Long-Term Channel Estimation for mm-Wave Hybrid Beamforming Systems of Coherent Signals Based on 2-D MUSIC Algorithm 2018 ·Jing Wu,Heng Wei,(unknown),Xiang Li,Ke Wang	2

About Xiang Li

Xiang Li is a scholar working on Control and Systems Engineering, Industrial and Manufacturing Engineering and Mechanical Engineering, having authored 423 papers that have together received 13.6k indexed citations. Recurring topics across this work include Machine Fault Diagnosis Techniques (86 papers), Fault Detection and Control Systems (52 papers) and Gear and Bearing Dynamics Analysis (27 papers). The work is most often cited by research in Control and Systems Engineering (7.4k citations), Industrial and Manufacturing Engineering (1.7k citations) and Medical Laboratory Technology (204 citations). Xiang Li has collaborated with scholars based in China, United States and Singapore. Frequent co-authors include Zhang We, Qian Ding, Jian‐Qiao Sun, Hui Ma, Zhong Luo, Xu Li, Jay Lee, Yaguo Lei, Naipeng Li and Bin Yang. Their work appears in journals such as PLoS ONE, IEEE Transactions on Pattern Analysis and Machine Intelligence and Bioresource Technology.

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