Zhenyu Liu

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 67

Top Topics

Defect Detection

Reinforcement Learning

Quality Prediction

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Trans. Ind. Informatics

J. Intell. Manuf.

Publications

Guifang Duan, Shuai Cheng, Zhenyu Liu, Yanglun Zheng, Yunhai Su, Jianrong Tan
Zero-Shot 3D Pose Estimation of Unseen Object by Two-step RGB-D Fusion. Neurocomputing 597 (2024)
Yu Huang, Daxin Liu, Zhenyu Liu, Ke Wang, Qide Wang, Jianrong Tan
A novel robotic grasping method for moving objects based on multi-agent deep reinforcement learning. Robotics Comput. Integr. Manuf. 86 (2024)
Qide Wang, Daxin Liu, Zhenyu Liu, Jiatong Xu, Jianrong Tan
3D Object Segmentation Using Cross-Window Point Transformer With Latent Semantic Boundary Guidance. IEEE Trans. Multim. 26 (2024)
Zhenyu Liu, Donghao Zhang, Hui Liu, Zihan Dong, Weiqiang Jia, Jianrong Tan
Visible-hidden hybrid automatic feature engineering via multi-agent reinforcement learning. Knowl. Based Syst. 299 (2024)
Hui Liu, Zhenyu Liu, Donghao Zhang, Weiqiang Jia, Xiaopeng Xin, Jianrong Tan
Uncertainty Quantification and Interval Prediction of Equipment Remaining Useful Life Based on Semisupervised Learning. IEEE Trans. Instrum. Meas. 73 (2024)
Hao Lv, Jin Cheng, Zhenyu Liu, Weifei Hu, Jianrong Tan
Difference identification of 3D CAD models based on key-point matching oriented to engineering change management. Adv. Eng. Informatics 62 (2024)
Donghao Zhang, Zhenyu Liu, Weiqiang Jia, Fei Wu, Hui Liu, Jianrong Tan
Dual Attention Graph Convolutional Network for Relation Extraction. IEEE Trans. Knowl. Data Eng. 36 (2) (2024)
Anyu Mu, Zhenyu Liu, Guifang Duan, Jianrong Tan
Structural regularity detection and enhancement for surface mesh reconstruction in reverse engineering. Comput. Aided Des. 177 (2024)
Haoyang Mao, Zhenyu Liu, Chan Qiu, Hui Liu, Jiacheng Sun, Jianrong Tan
Subspace Metric-Based Transfer Learning for Spindle Thermal Error Prediction Under Time-Varying Conditions. IEEE Trans. Instrum. Meas. 73 (2024)
Yiguo Song, Zhenyu Liu, Ruining Tang, Guifang Duan, Jianrong Tan
Cross-domain object detection by local to global object-aware feature alignment. Neural Comput. Appl. 36 (7) (2024)
Benyi Yang, Zhenyu Liu, Guifang Duan, Jianrong Tan
Residual shape adaptive dense-nested Unet: Redesign the long lateral skip connections for metal surface tiny defect inspection. Pattern Recognit. 147 (2024)
Ruining Tang, Zhenyu Liu, Yiguo Song, Guifang Duan, Jianrong Tan
Hierarchical multi-scale network for cross-scale visual defect detection. J. Intell. Manuf. 35 (3) (2024)
Zhenyu Liu, Qide Wang, Daxin Liu, Jianrong Tan
PA-Pose: Partial point cloud fusion based on reliable alignment for 6D pose tracking. Pattern Recognit. 148 (2024)
Yiguo Song, Zhenyu Liu, Ruining Tang, Guifang Duan, Jianrong Tan
GradCa: Generalizing to unseen domains via gradient calibration. Neurocomputing 529 (2023)
Donghao Zhang, Zhenyu Liu, Weiqiang Jia, Hui Liu, Jianrong Tan
Contrastive Decoder Generator for Few-Shot Learning in Product Quality Prediction. IEEE Trans. Ind. Informatics 19 (12) (2023)
Ruining Tang, Zhenyu Liu, Yangguang Li, Yiguo Song, Hui Liu, Qide Wang, Jing Shao, Guifang Duan, Jianrong Tan
Task-balanced distillation for object detection. Pattern Recognit. 137 (2023)
Guifang Duan, Yunkun Xu, Zhenyu Liu, Jianrong Tan
Hand-in-Hand Guidance: An Explore-Exploit Based Reinforcement Learning Method for Performance Driven Assembly-Adjustment. IEEE Trans. Ind. Informatics 19 (10) (2023)
Qide Wang, Daxin Liu, Zhenyu Liu, Jiatong Xu, Hui Liu, Jianrong Tan
A Geometry-Enhanced 6D Pose Estimation Network With Incomplete Shape Recovery for Industrial Parts. IEEE Trans. Instrum. Meas. 72 (2023)
Zhenyu Liu, Yiguo Song, Ruining Tang, Guifang Duan, Jianrong Tan
Few-shot defect recognition of metal surfaces via attention-embedding and self-supervised learning. J. Intell. Manuf. 34 (8) (2023)
Shaochen Li, Zhenyu Liu, Guifang Duan, Jianrong Tan
MVHANet: multi-view hierarchical aggregation network for skeleton-based hand gesture recognition. Signal Image Video Process. 17 (5) (2023)
Weifei Hu, Jinyi Shao, Qing Jiao, Chuxuan Wang, Jin Cheng, Zhenyu Liu, Jianrong Tan
A new differentiable architecture search method for optimizing convolutional neural networks in the digital twin of intelligent robotic grasping. J. Intell. Manuf. 34 (7) (2023)
Anyu Mu, Zhenyu Liu, Guifang Duan, Jianrong Tan
Part-to-Surface Mesh Segmentation for Mechanical Models Based on Multi-Stage Clustering. Comput. Aided Des. 162 (2023)
Zhenyu Liu, Liang Hu, Weifei Hu, Jianrong Tan
Petri Nets-Based Modeling Solution for Cyber-Physical Product Control Considering Scheduling, Deployment, and Data-Driven Monitoring. IEEE Trans. Syst. Man Cybern. Syst. 53 (2) (2023)
Qide Wang, Zhenyu Liu, Daxin Liu, Ke Wang, Hui Liu, Jianrong Tan
Robust Contour Visual Servoing based on B-spline Features with Temporary Occlusion. AIM (2022)
Yundong Guo, Zhenyu Liu, Hao Luo, Huijie Pu, Jianrong Tan
Multi-person multi-camera tracking for live stream videos based on improved motion model and matching cascade. Neurocomputing 492 (2022)
Rui Li, Hongyu Wang, Zhenyu Liu
Survey on Mapping Human Hand Motion to Robotic Hands for Teleoperation. IEEE Trans. Circuits Syst. Video Technol. 32 (5) (2022)
Rui Li, Hongyu Wang, Zhenyu Liu, Na Cheng, Hongye Xie
First-Person Hand Action Recognition Using Multimodal Data. IEEE Trans. Cogn. Dev. Syst. 14 (4) (2022)
Donghao Zhang, Zhenyu Liu, Weiqiang Jia, Hui Liu, Jianrong Tan
Path Enhanced Bidirectional Graph Attention Network for Quality Prediction in Multistage Manufacturing Process. IEEE Trans. Ind. Informatics 18 (2) (2022)
Hui Liu, Zhenyu Liu, Weiqiang Jia, Donghao Zhang, Jianrong Tan
A Novel Imbalanced Data Classification Method Based on Weakly Supervised Learning for Fault Diagnosis. IEEE Trans. Ind. Informatics 18 (3) (2022)
Ruining Tang, Zhenyu Liu, Yangguang Li, Yiguo Song, Hui Liu, Qide Wang, Jing Shao, Guifang Duan, Jianrong Tan
Task-Balanced Distillation for Object Detection. CoRR (2022)
Yiguo Song, Zhenyu Liu, Shiquan Ling, Ruining Tang, Guifang Duan, Jianrong Tan
Coarse-to-Fine Few-Shot Defect Recognition With Dynamic Weighting and Joint Metric. IEEE Trans. Instrum. Meas. 71 (2022)
Guodong Sa, Xingyao Yin, Hao Wu, Zhenyu Liu, Guoliang Sa, Jianrong Tan
Real-Time Suture Reconstruction in Rat Skin Stretching Experiments With Multiocular Stereo Vision Measurement System. IEEE Trans. Instrum. Meas. 71 (2022)
Yufeng Lyu, Zhenyu Liu, Xiang Peng, Guodong Sa, Jianrong Tan
Reliability Optimization Design Based on Double-Criteria Kriging Model Considering Uncertainties of Distribution Parameters. ICSRS (2022)
Benyi Yang, Zhenyu Liu, Guifang Duan, Jianrong Tan
Mask2Defect: A Prior Knowledge-Based Data Augmentation Method for Metal Surface Defect Inspection. IEEE Trans. Ind. Informatics 18 (10) (2022)
Yundong Guo, Jeng-Shyang Pan, Chengbo Qiu, Fang Xie, Hao Luo, Huiqiang Shang, Zhenyu Liu, Jianrong Tan
SinGAN-Based Asteroid Surface Image Generation. J. Database Manag. 32 (4) (2021)
Hui Liu, Zhenyu Liu, Weiqiang Jia, Xianke Lin
Remaining Useful Life Prediction Using a Novel Feature-Attention-Based End-to-End Approach. IEEE Trans. Ind. Informatics 17 (2) (2021)
Zhenyu Liu, Xia Liu, Guifang Duan, Jianrong Tan
Precise hand-eye calibration method based on spatial distance and epipolar constraints. Robotics Auton. Syst. 145 (2021)
Zhenyu Liu, Hui Liu, Weiqiang Jia, Donghao Zhang, Jianrong Tan
A multi-head neural network with unsymmetrical constraints for remaining useful life prediction. Adv. Eng. Informatics 50 (2021)
Yunkun Xu, Zhenyu Liu, Guifang Duan, Jiangcheng Zhu, Xiaolong Bai, Jianrong Tan
Look Before You Leap: Safe Model-Based Reinforcement Learning with Human Intervention. CoRR (2021)
Zhenyu Liu, Yunkun Xu, Guifang Duan, Chan Qiu, Jianrong Tan
Accurate on-line support vector regression incorporated with compensated prior knowledge. Neural Comput. Appl. 33 (15) (2021)
Ke Wang, Daxin Liu, Zhenyu Liu, Qide Wang, Jianrong Tan
An assembly precision analysis method based on a general part digital twin model. Robotics Comput. Integr. Manuf. 68 (2021)
Zhenyu Liu, Shi Liang, Chan Qiu, Peng Xiang, Jianrong Tan
On stability and convergence of suboptimal estimation for systems over lossy networks without acknowledgement. Int. J. Syst. Sci. 52 (2) (2021)
Yiguo Song, Zhenyu Liu, Jiahui Wang, Ruining Tang, Guifang Duan, Jianrong Tan
Multiscale Adversarial and Weighted Gradient Domain Adaptive Network for Data Scarcity Surface Defect Detection. IEEE Trans. Instrum. Meas. 70 (2021)
Yunkun Xu, Zhenyu Liu, Guifang Duan, Jiangcheng Zhu, Xiaolong Bai, Jianrong Tan
Look Before You Leap: Safe Model-Based Reinforcement Learning with Human Intervention. CoRL (2021)
Zhenyu Liu, Benyi Yang, Guifang Duan, Jianrong Tan
Visual Defect Inspection of Metal Part Surface via Deformable Convolution and Concatenate Feature Pyramid Neural Networks. IEEE Trans. Instrum. Meas. 69 (12) (2020)
Qianli Zhang, Zhenyu Liu, Jianrong Tan
Predicting the Performance of Tunnel Boring Machines using Big Operational Data. BigDataService (2020)
Zhenyu Liu, Xia Liu, Guifang Duan, Jianrong Tan
A real-time and precise ellipse detector via edge screening and aggregation. Mach. Vis. Appl. 31 (7) (2020)
Minglong Yang, Jin Cheng, Yunkun Xu, Zhenyu Liu
Stochastic Isogeometric Analysis for Reliability Evaluation of Shell Structures Based on Multi-scale Support Vector Regression. ICVISP (2020)
Zhenyu Liu, Donghao Zhang, Weiqiang Jia, Xianke Lin, Hui Liu
An adversarial bidirectional serial-parallel LSTM-based QTD framework for product quality prediction. J. Intell. Manuf. 31 (6) (2020)
Ke Wang, Daxin Liu, Zhenyu Liu, Guifang Duan, Liang Hu, Jianrong Tan
A fast object registration method for augmented reality assembly with simultaneous determination of multiple 2D-3D correspondences. Robotics Comput. Integr. Manuf. 63 (2020)
Jin Cheng, Yangming Qian, Zhenyu Liu, Yixiong Feng, Zhendong Zhou, Jianrong Tan
Heterogeneous-Objective Robust Optimization of Complex Mechatronic Components Considering Interval Uncertainties. IEEE Access 7 (2019)
Hui Liu, Zhenyu Liu, Weiqiang Jia, Xianke Lin
A Novel Deep Learning-Based Encoder-Decoder Model for Remaining Useful Life Prediction. IJCNN (2019)
Chan Qiu, Peng Xiang, Zhenyu Liu, Jianrong Tan
Sensitivity Analysis of Random and Interval Uncertain Variables Based on Polynomial Chaos Expansion Method. IEEE Access 7 (2019)
Zhenyu Liu, Jin Cheng, Minglong Yang, Pei Yuan, Chan Qiu, Wei Gao, Jianrong Tan
Isogeometric analysis of large thin shell structures based on weak coupling of substructures with unstructured T-splines patches. Adv. Eng. Softw. 135 (2019)
Rui Li, Zhenyu Liu, Jianrong Tan
A survey on 3D hand pose estimation: Cameras, methods, and datasets. Pattern Recognit. 93 (2019)
Zhenyu Liu, Yunkun Xu, Chan Qiu, Jianrong Tan
A novel support vector regression algorithm incorporated with prior knowledge and error compensation for small datasets. Neural Comput. Appl. 31 (9) (2019)
Jin Cheng, Wei Lu, Weifei Hu, Zhenyu Liu, Yangyan Zhang, Jianrong Tan
Hybrid Reliability-Based Design Optimization of Complex Structures With Random and Interval Uncertainties Based on ASS-HRA. IEEE Access 7 (2019)
Chan Qiu, Shi-en Zhou, Zhenyu Liu, Qi Gao, Jianrong Tan
Digital assembly technology based on augmented reality and digital twins: a review. Virtual Real. Intell. Hardw. 1 (6) (2019)
Rui Li, Zhenyu Liu, Jianrong Tan
Reassessing Hierarchical Representation for Action Recognition in Still Images. IEEE Access 6 (2018)
Yundong Guo, Shu-Chuan Chu, Zhenyu Liu, Chan Qiu, Hao Luo, Jianrong Tan
A real-time interactive system of surface reconstruction and dynamic projection mapping with RGB-depth sensor and projector. Int. J. Distributed Sens. Networks 14 (7) (2018)
Rui Li, Zhenyu Liu, Jianrong Tan
Exploring 3D Human Action Recognition: from Offline to Online. Sensors 18 (2) (2018)
Chan Qiu, Zhenyu Liu, Peng Xiang, Jianrong Tan
A Non-Ideal Geometry Based Prediction Approach of Fitting Performance and Leakage Characteristic of Precision Couplings. IEEE Access 6 (2018)
Shi Liang, Zhenyu Liu, Chan Qiu, Jianrong Tan
Generalized pseudo-Bayesian estimator for networked control systems over UDP-like channels. J. Frankl. Inst. 355 (14) (2018)
Zhenyu Liu, Shi-en Zhou, Jin Cheng, Chan Qiu, Jianrong Tan
Assembly variation analysis of flexible curved surfaces based on Bézier curves. Frontiers Inf. Technol. Electron. Eng. 19 (6) (2018)
Rui Li, Zhenyu Liu, Jianrong Tan
Human motion segmentation using collaborative representations of 3D skeletal sequences. IET Comput. Vis. 12 (4) (2018)
Liang Hu, Zhenyu Liu, Jianrong Tan
A VR simulation framework integrated with multisource CAE analysis data for mechanical equipment working process. Comput. Ind. 97 (2018)
Shi Liang, Zhenyu Liu, Jianrong Tan
Approximate optimal control over unreliable communication channels. IECON (2017)
Chan Qiu, Zhenyu Liu, Peng Xiang, Guifang Duan, Jianrong Tan
Realistic Geometry Based Feature Modeling of Complex Part and Its Application in Assembly Quality Analysis. J. Comput. Inf. Sci. Eng. 15 (4) (2015)
Bing Yi, Zhenyu Liu, Guifang Duan, Jianrong Tan
Coarse-to-Fine Extraction of Free-Form Surface Features. J. Comput. Inf. Sci. Eng. 15 (1) (2015)
Bing Yi, Zhenyu Liu, Jianrong Tan, Fengbei Cheng, Guifang Duan, Ligang Liu
Shape recognition of CAD models via iterative slippage analysis. Comput. Aided Des. 55 (2014)
Guifang Duan, Hongcui Wang, Zhenyu Liu, Jianrong Tan, Yen-Wei Chen
Automatic optical phase identification of micro-drill bits based on improved ASM and bag of shape segment in PCB production. Mach. Vis. Appl. 25 (6) (2014)
Bing Yi, Zhenyu Liu, Guifang Duan, Fengbei Cheng, Jianrong Tan
Finite Element Method and Sharp Features Enhanced Laplacian for Interactive Shape Design of Mechanical Parts. J. Comput. Inf. Sci. Eng. 14 (2) (2014)
Fengbei Cheng, Zhenyu Liu, Guifang Duan, Bing Yi, Jianrong Tan
NURBS surface deformation design for complex products by transplanting the surface feature. Eng. Comput. 30 (4) (2014)
Guifang Duan, Hongcui Wang, Zhenyu Liu, Yen-Wei Chen
A Machine Learning-Based Framework for Automatic Visual Inspection of Microdrill Bits in PCB Production. IEEE Trans. Syst. Man Cybern. Part C 42 (6) (2012)
Chao Pan, Zhenyu Liu, Jianrong Tan
Simplification of hexahedral mesh. SIGGRAPH Posters (2012)
Guifang Duan, Hongcui Wang, Zhenyu Liu, Junping Deng, Yen-Wei Chen
K-CPD: Learning of overcomplete dictionaries for tensor sparse coding. ICPR (2012)
Wanghui Bu, Zhenyu Liu, Jianrong Tan
Redundantly Actuated PRPRP Radial Mechanism in Segment Erector of Shield Machine for Synchronization Control. ICIRA (2009)
Zheng Wang, Zhenyu Liu, Jianrong Tan, Yun Fu, Changjiang Wan
A virtual environment simulator for mechanical system dynamics with online interactive control. Adv. Eng. Softw. 37 (10) (2006)
Zhenyu Liu, Jianrong Tan
Virtual assembly and tolerance analysis for collaborative design. CSCWD (1) (2005)
Jianrong Tan, Zhenyu Liu, Shuyou Zhang
Intelligent Assembly Modeling Based on Semantics Knowledge in Virtual Environment. CSCWD (2001)