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Author

Yulin Ma

Deep learning for smart manufacturing: Methods and applications
2018 · Jinjiang Wang, Yulin Ma, et al. · Journal of Manufacturing Systems · 1,787
Convolutional kernel aggregated domain adaptation for intelligent fault diagnosis with label noise
2022 · Yulin Ma, Lei Li, et al. · Reliability Engineering & System Safety · 41
Gradient aligned domain generalization with a mutual teaching teacher-student network for intelligent fault diagnosis
2023 · Yulin Ma, Jun Yang, et al. · Reliability Engineering & System Safety · 33
Pseudo-labeling Integrating Centers and Samples with Consistent Selection Mechanism for Unsupervised Domain Adaptation
2023 · Lei Li, Jun Yang, et al. · Information Sciences · 26
Meta Bi-classifier Gradient Discrepancy for noisy and universal domain adaptation in intelligent fault diagnosis
2023 · Yulin Ma, Jun Yang, et al. · Knowledge-Based Systems · 19
Optimization of helium consumption for feedback pressurization in liquid oxygen tanks
2024 · Songyuan Guo, Mingkun Xiao, et al. · International Journal of Heat and Mass Transfer · 18
Collaborative and adversarial deep transfer auto-encoder for intelligent fault diagnosis
2022 · Yulin Ma, Jun Yang, et al. · Neurocomputing · 18
Performance Analysis and Enhancement of Deep Convolutional Neural Network
2019 · Jinjiang Wang, Yulin Ma, et al. · Business & Information Systems Engineering · 17
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Sharpness-Aware Gradient Alignment for Domain Generalization With Noisy Labels in Intelligent Fault Diagnosis
2024 · Yulin Ma, Jun Yang, et al. · IEEE Transactions on Instrumentation and Measurement · 16
Unsupervised domain adaptation via discriminative feature learning and classifier adaptation from center-based distances
2022 · Lei Li, Jun Yang, et al. · Knowledge-Based Systems · 11
Discriminative transfer feature learning based on robust-centers
2022 · Lei Li, Jun Yang, et al. · Neurocomputing · 6
Unsupervised clustering of extensive physiological features substantiates five-stage sleep staging paradigm
2025 · Yulin Ma, Chunping Li, et al. · SLEEP · 2
Towards Reliable Electrified Powertrain Fault Diagnosis Under Imperfect Data Via Gradient Correlative Alignment
2026 · Zhengrui Yang, Jiuhui Wu, et al. · Reliability Engineering & System Safety · 1
Mutual Information Optimization Using Large Language Model for Domain Generalized Remaining Useful Life Prediction in IIoT
2026 · Yulin Ma, Xing Guo, et al. · IEEE Internet of Things Journal · 1
Prototype-Aware Contrastive Learning for Few-Shot Fault Diagnosis of Antenna Planetary Reducers Under Time-Varying Speed Conditions
2026 · Guyu Zhang, Chongshuai Wang, et al. · IEEE Transactions on Instrumentation and Measurement · 1
Transformer fault early warning based on multi-dimensional representation and multi-view structure prediction model
2024 · Jiaqi Peng, Yulin Ma, et al. · International Conference on New Energy and Power Engineering (ICNEPE) · 1
Evaluation of cable performance of complex electromechanical products based on mutual information-entropy-weight-fuzzy hierarchical synthesis analysis
2023 · Wei Yu, Falin Wang, et al. · Chinese Control and Decision Conference (CCDC)
A Novel Hybrid Neural Network with Attentive Feature Selection for Degradation Status Identification of Aircraft Self-locking Nuts
2022 · Zhang Wenjing, Ma Yulin, et al. · International Conference on System Reliability and Safety Engineering (SRSE)
Works count: 18
Citation count: 1,998
H-index: 10
I10-index: 10
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