Jipu Li

36 papers B 1Journal 27Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
An Uncertainty-Aware Continual Learning Framework for Fault Diagnosis of Rotating Machinery With Homogeneous-Heterogeneous Faults.
IEEE Trans Autom. Sci. Eng.
Jipu Li, Ke Yue, Zhuyun Chen, Jingyan Xia, Weihua Li, Xiaoge Zhang
2026 J jnl
Conformal machine learning for reliable anomaly detection in industrial cyber-physical systems.
Reliab. Eng. Syst. Saf.
Shuaiqi Yuan, Jipu Li, Chunjin Wang, Xiaoge Zhang
2026 J jnl
Toward wafer defect detection: An incremental industrial large model with prompt-aware memory replay.
Appl. Soft Comput.
Ke Yue, Jipu Li, Shuhan Deng, Zhuyun Chen, Chee Keong Kwoh, Weihua Li
2025 J jnl
Cross-modality domain adaptation for mechanical anomaly detection: A von mises-fisher VAE with enhanced interpretability.
Expert Syst. Appl.
Haiyang Wan, Weihua Li, Xing Luo, Weichao Luo, Jian Jiao, Jipu Li, Bin Zhang, Zhuyun Chen
2025 J jnl
Extraction and Generation of Cooperative Driving Scenarios by Developing a Diffusion-Transformer-Wavelet Model.
IEEE Internet Things J.
Shan Tian, Jipu Li, Rui Zhou, Helai Huang, Tiantian Wang, Ye Li
2025 J jnl
Guest Editorial Special Issue on Industrial Big Data and Artificial Intelligence-Driven Intelligent Perception, Maintenance, and Decision Optimization in Industrial Systems.
Comput. Mater. Continua
Jipu Li, Haidong Shao, Yun Kong, Zhuyun Chen
2025 J jnl
MTSNN: A Few-Shot Fine-Grained Diagnosis Framework for Cross-Machine Fault Diagnosis With Heterogeneous Fault Categories.
IEEE Trans. Instrum. Meas.
Jipu Li, Ke Yue, Zhaoqian Wu, Fei Jiang, Zhi Zhong, Shaohui Zhang, Weihua Li
2025 J jnl
Universal Source-Free Knowledge Transfer Network for Fault Diagnosis of Electromechanical System With Multimodal Signals.
IEEE Trans. Instrum. Meas.
Ke Yue, Jipu Li, Zhuyun Chen, Junbin Chen, Weihua Li
2025 J jnl
Vehicle real-time collision risk prediction: A multi-modal learning approach for diverse urban road scenarios based on a large-scale near-crash event dataset.
Eng. Appl. Artif. Intell.
Jipu Li, Yi He, Ye Li, Helai Huang, Dan Wu, Jieling Jin
2024 J jnl
A relationship-aware calibrated prototypical network for fault incremental diagnosis of electric motors without reserved samples.
Reliab. Eng. Syst. Saf.
Ke Yue, Jipu Li, Shuhan Deng, Chee Keong Kwoh, Zhuyun Chen, Weihua Li
2024 J jnl
An auto-regulated universal domain adaptation network for uncertain diagnostic scenarios of rotating machinery.
Expert Syst. Appl.
Jipu Li, Xiaoge Zhang, Ke Yue, Junbin Chen, Zhuyun Chen, Weihua Li
2024 J jnl
Classifier-guided neural blind deconvolution: a physics-informed denoising module for bearing fault diagnosis under heavy noise.
CoRR
Jing-Xiao Liao, Chao He, Jipu Li, Jinwei Sun, Shiping Zhang, Xiaoge Zhang
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
Logarithmic Cumulative Transformation: A Simple Yet Effective Approach for Bearing Remaining Useful Life Prediction.
IEEE Trans. Ind. Informatics
Jing-Xiao Liao, Jipu Li, Hang-Cheng Dong, Jinwei Sun, Meiyan Zhang, Shiping Zhang, Xiaoge Zhang
2024 — conf
Source-free Open-set Domain Adaptation Network for Emerging Fault Diagnosis of Planetary Gearbox.
I2MTC
Ke Yue, Jipu Li, Zhuyun Chen, Junbin Chen, Weihua Li
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
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 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
2022 — conf
A Solution for Seamless and Reliable Communication through Deterministic Space-Based Optical Networks.
OECC/PSC
Chen Zhao, Nan Hua, Guanqin Pan, Jipu Li, Yanhe Li, Xiaoping Zheng
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 — conf
Delay Advantage of Optical Satellite Networks (OSN) in Long-Distance Transoceanic Communication.
OFC
Jipu Li, Nan Hua, Yanhe Li, Xiaoping Zheng
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
2022 — conf
Intelligent Cross-domain Fault Diagnosis For Rotating Machinery Using Multiscale Adversarial Convolutional Neural Network.
I2MTC
Ke Yue, Jipu Li, Junbin 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 — conf
Enabling Transmission-Aware Adaptive Optical Time Slice Switching in Time-Varying Optical Time Sliced Networks.
OFC
Chen Zhao, Nan Hua, Kangqi Zhu, Jipu Li, Bofan Yang, Xiaoping Zheng
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
2020 J jnl
Domain Adversarial Transfer Network for Cross-Domain Fault Diagnosis of Rotary Machinery.
IEEE Trans. Instrum. Meas.
Zhuyun Chen, Guolin He, Jipu Li, Yixiao Liao, Konstantinos C. Gryllias, Weihua Li
2016 B conf
On QoS-Assured Degraded Provisioning in Service-Differentiated Multi-Layer Elastic Optical Networks.
GLOBECOM
Zhizhen Zhong, Jipu Li, Nan Hua, Gustavo B. Figueiredo, Yanhe Li, Xiaoping Zheng, Biswanath Mukherjee
2016 J jnl
On QoS-assured degraded provisioning in service differentiated multi-layer elastic optical networks.
CoRR
Zhizhen Zhong, Jipu Li, Nan Hua, Gustavo B. Figueiredo, Yanhe Li, Xiaoping Zheng, Biswanath Mukherjee