Yu Zheng

58 papers A* 1B 1C 3Journal 31Unranked 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
A novel interpretable physics-informed adaptive algorithm unrolling network for rolling bearings fault diagnosis.
Neurocomputing
Jingshu Zhong, Yu Zheng, Liang Chen, Jinhua Xiao, Jinsong Bao
2026 J jnl
A novel transfer learning method for bearing fault diagnosis based on squeeze-excitation dilated SincNet combined with physics-informed subdomain adaptation.
Eng. Appl. Artif. Intell.
Jingshu Zhong, Liang Chen, Siqi Qiu, Chenhan Wang, Yu Zheng
2026 J jnl
Deep reinforcement learning-based dynamic integrated scheduling of automated guided vehicles and yard cranes for container terminal loading operations.
Eng. Appl. Artif. Intell.
Yuxuan Zhang, Liang Chen, Moshi Zhou, Xiangyu Bao, Funing Jia, Changhui Liu, Lei Zhang, Yu Zheng
2026 J jnl
Deep reinforcement learning-enhanced branch-and-price algorithm for integrated planning of berth allocation, quay crane assignment, and yard assignment.
Comput. Ind. Eng.
Yuxuan Zhang, Liang Chen, Xiangyu Bao, Jianguang Su, Lei Zhang, Yu Zheng
2026 J jnl
LLMs in industrial domains: A systematic review of adaptation techniques and applications from the product lifecycle perspective.
Adv. Eng. Informatics
Guanchen Yu, Yitian Wang, Zixuan Wang, Liang Chen, Yu Zheng, Ying Liu
2026 J jnl
Model updating approach for digital twin-driven industrial equipment monitoring.
Adv. Eng. Informatics
Bin Xiao, Liang Chen, Xiaofeng Zhou, Jingshu Zhong, Zixing Wang, Siqi Qiu, Yu Zheng
2025 J jnl
A stepwise intelligence generative method for structured maintenance guidance documents based on knowledge graph augmented LLM.
Adv. Eng. Informatics
Fangcheng Shi, Liang Chen, Moshi Zhou, Yue Zhao, Yu Zheng
2025 — conf
Butterfly Effects in Toolchains: A Comprehensive Analysis of Failed Parameter Filling in LLM Tool-Agent Systems.
EMNLP (Findings)
Qian Xiong, Yuekai Huang, Ziyou Jiang, Zhiyuan Chang, Yu Zheng, Tianhao Li, Mingyang Li
2025 J jnl
Butterfly Effects in Toolchains: A Comprehensive Analysis of Failed Parameter Filling in LLM Tool-Agent Systems.
CoRR
Qian Xiong, Yuekai Huang, Ziyou Jiang, Zhiyuan Chang, Yu Zheng, Tianhao Li, Mingyang Li
2025 — conf
Large Language Model Enabled Industrial Document Generation Method Based on Retrieval Enhanced Prompt Learning.
CASE
Jiayu Shi, Fangcheng Shi, Yue Zhao, Qunlong Chen, Hongwei Jiang, Liang Chen, Yu Zheng
2025 J jnl
M-IPISincNet: An explainable multi-source physics-informed neural network based on improved SincNet for rolling bearings fault diagnosis.
Inf. Fusion
Jingshu Zhong, Yu Zheng, Chengtao Ruan, Liang Chen, Xiangyu Bao, Lyu Lyu
2025 — conf
Multiple Orders Remaining Completion Time Prediction Based on Digital Twin and Spatiotemporal Multi-Graph Network Cascade Algorithm.
CASE
Haiwen Yu, Jingshu Zhong, Liang Chen, Yu Zheng
2025 J jnl
Prediction model optimization of gas turbine remaining useful life based on transfer learning and simultaneous distillation pruning algorithm.
Reliab. Eng. Syst. Saf.
Yu Zheng, Liang Chen, Xiangyu Bao, Fei Zhao, Jingshu Zhong, Chenhan Wang
2024 J jnl
A dual attention LSTM lightweight model based on exponential smoothing for remaining useful life prediction.
Reliab. Eng. Syst. Saf.
Jiayu Shi, Jingshu Zhong, Yuxuan Zhang, Bin Xiao, Lei Xiao, Yu Zheng
2024 J jnl
A self-supervised contrastive change point detection method for industrial time series.
Eng. Appl. Artif. Intell.
Xiangyu Bao, Liang Chen, Jingshu Zhong, Dianliang Wu, Yu Zheng
2024 C conf
Abnormal Vibration Fault Diagnosis of Reducer Based on Bayesian Network.
ISNN
Xin Tan, Jingshu Zhong, Xiaofeng Zhou, Zixin Wang, Anye Zhou, Yu Zheng
2024 — conf
Digital twin system for automated container terminal and a case study.
CASE
Xiangyu Bao, Funing Jia, Jingshu Zhong, Lei Zhang, Changhui Liu, Liang Chen, Yu Zheng
2024 C conf
Research on Job Scheduling Method for Metallurgical Equipment Manufacturing Workshop Based on Genetic Algorithm.
ISNN
Chengtao Ruan, Xinyi Le, Yu Zheng
2024 C conf
Research on Workstation Planning of Spacecraft Pulsating Assembly Lines Based on Improved Genetic Algorithm.
ISNN
Jiakun Wu, Dianliang Wu, Yu Zheng
2024 J jnl
SIMTSeg: A self-supervised multivariate time series segmentation method with periodic subspace projection and reverse diffusion for industrial process.
Adv. Eng. Informatics
Xiangyu Bao, Yu Zheng, Jingshu Zhong, Liang Chen
2023 — conf
A Digital Twin Monitoring System for Belt Conveyor.
CASE
Jingshu Zhong, Zixin Wang, Xiangyu Bao, Xiaofeng Zhou, Dianliang Wu, Yu Zheng
2023 J jnl
A bio-inspired LIDA cognitive-based Digital Twin architecture for unmanned maintenance of machine tools.
Robotics Comput. Integr. Manuf.
Jianhao Lv, Xinyu Li, Yicheng Sun, Yu Zheng, Jinsong Bao
2023 J jnl
A just-in-time learning-based compensation prediction method for hull plate welding.
Int. J. Comput. Integr. Manuf.
Liang Chen, Yu Zheng, Kaipeng Lan, Yanjun Ma, Huade Su
2023 — conf
Digital Twin Enhanced Reinforcement Learning for Integrated Scheduling in Automated Container Terminals.
CASE
Yuxuan Zhang, Xiangyu Bao, Lei Zhang, Liang Chen, Xue Tang, Ziqing Zhang, Yu Zheng
2023 J jnl
Reinforcement learning-based distant supervision relation extraction for fault diagnosis knowledge graph construction under industry 4.0.
Adv. Eng. Informatics
Chong Chen, Tao Wang, Yu Zheng, Ying Liu, Haojia Xie, Jianfeng Deng, Lianglun Cheng
2022 A* conf
A Unified Model for Multi-class Anomaly Detection.
NeurIPS
Zhiyuan You, Lei Cui, Yujun Shen, Kai Yang, Xin Lu, Yu Zheng, Xinyi Le
2022 J jnl
A Unified Model for Multi-class Anomaly Detection.
CoRR
Zhiyuan You, Lei Cui, Yujun Shen, Kai Yang, Xin Lu, Yu Zheng, Xinyi Le
2022 J jnl
A sub-assembly division method based on community detection algorithm.
Int. J. Comput. Integr. Manuf.
Yu Zheng, Liang Chen, Peng Jiang, Huanchong Cheng
2022 — conf
ADTR: Anomaly Detection Transformer with Feature Reconstruction.
ICONIP (3)
Zhiyuan You, Kai Yang, Wenhan Luo, Lei Cui, Yu Zheng, Xinyi Le
2022 J jnl
ADTR: Anomaly Detection Transformer with Feature Reconstruction.
CoRR
Zhiyuan You, Kai Yang, Wenhan Luo, Lei Cui, Xinyi Le, Yu Zheng
2022 — conf
Cognition-driven Robot Decision Making Method in Human-robot Collaboration Environment.
CASE
Rong Zhang, Xinyu Li, Yu Zheng, Jianhao Lv, Jie Li, Pai Zheng, Jinsong Bao
2022 J jnl
DefectGAN: Generate Industrial Defects from Extremely Few Samples.
Int. J. Artif. Intell. Tools
Junzheng Li, Yu Zheng, Zhiyuan You, Xinyi Le
2022 J jnl
Digital twin of spacecraft assembly cell and case study.
Int. J. Comput. Integr. Manuf.
Wenqiang Yang, Yu Zheng, Shaoyang Li
2022 — conf
Digital twin-based scheduling method for marine equipment material transportation vehicles.
CASE
Xingwang Shen, Shimin Liu, Bin Zhou, Yu Zheng, Jinsong Bao
2022 J jnl
Neural Process Enhanced Machining Error Evaluation for Coordinate Measuring Machines.
IEEE Trans. Instrum. Meas.
Junzheng Li, Jieji Ren, Mingjun Ren, Yu Zheng, Xinyi Le
2022 J jnl
Prediction of Remaining Useful Life Using Fused Deep Learning Models: A Case Study of Turbofan Engines.
J. Comput. Inf. Sci. Eng.
Yu Zheng, Xiangyu Bao, Fei Zhao, Chong Chen, Ying Liu, Bo Sun, Haotong Wang
2021 J jnl
An end-to-end tabular information-oriented causality event evolutionary knowledge graph for manufacturing documents.
Adv. Eng. Informatics
Bin Zhou, Bao Hua, Xinghai Gu, Yuqian Lu, Tao Peng, Yu Zheng, Xingwang Shen, Jinsong Bao
2021 J jnl
Application Status and Prospect of Digital Twin for On-Orbit Spacecraft.
IEEE Access
Wenqiang Yang, Yu Zheng, Shaoyang Li
2021 J jnl
Digital twin for geometric feature online inspection system of car body-in-white.
Int. J. Comput. Integr. Manuf.
Yu Zheng, Liang Chen, Xiaoyan Lu, Sen Yang, Huanchong Cheng
2021 — conf
Integration of Digital Twin and Machine Learning for Geometric Feature Online Inspection System.
CASE
Xiangyu Bao, Liang Chen, Wenqiang Yang, Yu Zheng
2020 J jnl
An ensemble framework based on convolutional bi-directional LSTM with multiple time windows for remaining useful life estimation.
Comput. Ind.
Tangbin Xia, Ya Song, Yu Zheng, Ershun Pan, Lifeng Xi
2020 — conf
Control Chart Pattern Recognition of Sheet Metal Cutting Data in Shipbuilding Based on XGBoost.
CASE
Liang Chen, Haisheng Xu, Kaipeng Lan, Yu Zheng
2020 J jnl
RFID-based material delivery method for mixed-model automobile assembly.
Comput. Ind. Eng.
Yu Zheng, Siqi Qiu, Fei Shen, Changpeng He
2019 — conf
A Lossless Astronomical Data Compression Scheme with FPGA Acceleration.
SoCC
Yu Zheng, Yongxin Zhu, Yuefeng Song, Tianhao Nan, Wanyi Li
2019 J jnl
An application framework of digital twin and its case study.
J. Ambient Intell. Humaniz. Comput.
Yu Zheng, Sen Yang, Huanchong Cheng
2019 B conf
Clustering-enhanced PointCNN for Point Cloud Classification Learning.
IJCNN
Yikuan Yu, Fei Li, Yu Zheng, Min Han, Xinyi Le
2019 — conf
Fault Diagnosis of Gas Turbine Fuel Systems Based on Improved SOM Neural Network.
ISNN (2)
Zhe Chen, Yiyao Zhang, Hailei Gong, Xinyi Le, Yu Zheng
2019 — conf
Improved Convolutional Neutral Network Based Model for Small Visual Object Detection in Autonomous Driving.
AICAS
Shijin Song, Yongxin Zhu, Junjie Hou, Yu Zheng, Tian Huang, Sen Du
2018 — conf
Application of Transfer Learning in Continuous Time Series for Anomaly Detection in Commercial Aircraft Flight Data.
SmartCloud
Peng Xiong, Yonxin Zhu, Zhanrui Sun, Zihao Cao, Menglin Wang, Yu Zheng, Junjie Hou, Tian Huang, Zhiqiang Que
2018 — conf
Custom machine learning architectures: towards realtime anomaly detection for flight testing.
IPDPS Workshops
Di Wu, Zhanrui Sun, Yongxin Zhu, Li Tian, Hanlin Zhu, Peng Xiong, Zihao Cao, Menglin Wang, Yu Zheng, Chao Xiong, Hao Jiang, Kuen Hung Tsoi, Xinyu Niu, Wei Mao, Can Feng, Xiaowen Zha, Guobao Deng, Wayne Luk
2018 — conf
FPGA Acceleration of LSTM Based on Data for Test Flight.
SmartCloud
Zhanrui Sun, Yongxin Zhu, Yu Zheng, Hao Wu, Zihao Cao, Peng Xiong, Junjie Hou, Tian Huang, Zhiqiang Que
2018 — conf
Improved Weighted Label Propagation Algorithm in Social Network Computing.
TrustCom/BigDataSE
Yu Zheng, Yongxin Zhu, Shijin Song, Peng Xiong, Zihao Cao, Junjie Hou
2018 — conf
Improving Prediction Accuracy in LSTM Network Model for Aircraft Testing Flight Data.
SmartCloud
Zihao Cao, Yongxin Zhu, Zhanrui Sun, Menglin Wang, Yu Zheng, Peng Xiong, Junjie Hou, Li Tian
2017 — conf
A Multiple-objective Neurodynamic Optimization to Electric Load Management Under Demand-Response Program.
ISNN (2)
Xinyi Le, Sijie Chen, Yu Zheng, Juntong Xi
2017 — conf
Reliability analysis based on weibull distribution model for spreaders.
CASE
Sen Yang, Yu Zheng, Lei Liang
2014 — conf
A Multi-objective Optimization Method for Product Feature Fatigue Problem.
SEAL
Jinze Chai, Ming Li, Yu Zheng, Liya Wang, Fan Yu
2014 J jnl
Research and application of bottom-up route-based product data conformity inspection approach for civil aircraft.
Int. J. Comput. Integr. Manuf.
Yu Zheng, Dong Han, Yanrong Ni, Min Lu
2013 J jnl
Design, Simulation, and Characterization of a Low-Cost In-Plane Spark Gap Microswitch With Dual-Trigger Electrode for Pulsed Power Applications.
IEEE Trans. Ind. Electron.
Chang Liu, Zhuoqing Yang, Guifu Ding, Zhenwei Zhou, Qifa Liu, Yi Huang, Yu Zheng