Publications

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Journal and conference papers. Filter by year, type, or keyword.

  1. Brain-inspired generative AI revives legacy industrial robots toward sustainable automation
    Z. Liu†, T. Wang†, R. Zhong†, X. V. Wang, M. Li, L. Wang
    Engineering, 2026 [DOI] [BibTeX]
  2. Efficient one-step human motion prediction under occlusions via constrained MeanFlow
    Ruirui Zhong, Bingtao Hu, Xi Vincent Wang, Xiuju Song, Yixiong Feng, Mengchu Zhou, Lihui Wang, Jianrong Tan
    IEEE Transactions on Industrial Informatics, 2026 [DOI] [BibTeX]
  3. A two-stage framework for learning human-to-robot object handover policy from 4D spatiotemporal flow
    Ruirui Zhong, Bingtao Hu, Zhihao Liu, Qiang Qin, Yixiong Feng, Xi Vincent Wang, Lihui Wang, Jianrong Tan
    Robotics and Computer-Integrated Manufacturing 98, 103171, 2026 [DOI] [BibTeX]
  4. A vision-based approach combining event and RGB sensors towards Human-Robot collaborative assembly
    Qiang Qin, Sebastian Thiede, Ruirui Zhong, Xi Vincent Wang
    CIRP Annals, 2026 [DOI] [BibTeX]
  5. ConstrucTwin: Digital Twin-Driven Multirobot Construction System Toward Industry 5.0
    Zhihao Liu, Jorge Silva, Ruirui Zhong, Qiang Qin, Neelabhro Roy, Victor Nan Fernandez-Ayala, Johan Lesko, Ulf Håkansson, Sara Sandberg, Dimos V. Dimarogonas, James Gross, Xi Vincent Wang, Lihui Wang
    IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2026 [DOI] [BibTeX]
  6. Fatigue delamination shape prognostics in composites using numerical simulation-assisted transfer learning
    Ruirui Zhong, Xi Vincent Wang, Lihui Wang, Manuel Chiachío, Francesco Cadini, Claudio Sbarufatti, Tianzhi Li
    Advanced Engineering Informatics 69, 104025, 2026 [DOI] [BibTeX]
  7. FineMLD: A fine-grained motion latent diffusion for human motion prediction in Human–robot Collaboration
    Ruirui Zhong, Bingtao Hu, Yixiong Feng, Zhihao Liu, Qiang Qin, Xi Vincent Wang, Lihui Wang, Jianrong Tan
    Advanced Engineering Informatics 70, 104119, 2026 [DOI] [BibTeX]
  8. Robot digital twin systems in manufacturing: Technologies, applications, trends and challenges
    Qiang Qin, Zhihao Liu, Ruirui Zhong, Xi Vincent Wang, Lihui Wang, Magnus Wiktorsson, Wei Wang
    Robotics and Computer-Integrated Manufacturing 97, 103103, 2026 [DOI] [BibTeX]
  9. Solving flexible job-shop problem considering skilled workers via multi-domain graph attention network
    Ruirui Zhong, Yixiong Feng, Ansi Zhang, Chuanjiang Li, Kebing Jin, Zhiwu Li, Jianrong Tan
    International Journal of Production Research 64 (13), 5541-5562, 2026 [DOI] [BibTeX]
  10. Integrating Domain Knowledge and Data for Fault Diagnosis in Production Machinery: A Hybrid Framework
    Pu Sun, Ruirui Zhong, Binbin Qiu, Andreas Archenti
    IOP Conference Series: Materials Science and Engineering, 2026 [DOI] [BibTeX]
  11. A federated deep domain adaptation-based framework for nuclear power steam turbines considering privacy-preserving
    Bingtao Hu, Ruirui Zhong, Junjie Song, Jingren Guo, Yong Wang, Shanhe Lou, Jianrong Tan
    IET Collaborative Intelligent Manufacturing, 2025 [DOI] [BibTeX]
  12. Designing likelihood function under nuisance components in block particle filter
    Tianzhi Li, Ruirui Zhong, Tianyu Wang, Jan Kronqvist, Mario Romero, Ming Xiao, Xi Vincent Wang
    Mechanical Systems and Signal Processing, 2025 [DOI] [BibTeX]
  13. Digital Shop Floor Manufacturing Capability Modeling and Adaptive Scheduling in Human-cyber-physical Interconnected Environment
    Bingtao Hu, Ruirui Zhong, Yixiong Feng, Chen Yang, Tianyue Wang, Zhaoxi Hong, Jianrong Tan
    Journal of Mechanical Engineering 61 (3), 23-39, 2025 [DOI] [BibTeX]
  14. Digital Twin-driven Inversion of Assembly Precision for Industrial Equipment: Challenges, Progress and Perspectives
    Dinghao Cheng, Bingtao Hu, Yixiong Feng, Jiangxin Yang, Ruirui Zhong, Tianyue Wang, Jianrong Tan
    Chinese Journal of Mechanical Engineering 38 (1), 75, 2025 [DOI] [BibTeX]
  15. Hybrid Programming-based Scheduling Approach for Many Heterogeneous Computing Tasks with Asynchronous Generation in IIoT
    Bingtao Hu, Ruirui Zhong, Yong Wang, Tianyue Wang, Yixiong Feng, MengChu Zhou, Jianrong Tan
    IEEE Internet of Things Journal 12 (15), 29384-29396, 2025 [DOI] [BibTeX]
  16. Magnetointeractive Cr2Te3-Coated Liquid Metal Droplets for Flexible Memory Arrays and Wearable Sensors
    Puyan Li, Yixiong Feng, Chenchen Ding, Ruirui Zhong, Weiyu Yan, Junjie Song, Zhaoxi Hong, Bingtao Hu, Jianrong Tan, Jingyu Sun, others
    Advanced Materials 37 (13), 2414519, 2025 [DOI] [BibTeX]
  17. Multi-factor embedding GNN-based traffic flow prediction considering intersection similarity
    Ruirui Zhong, Bingtao Hu, Fei Wang, Yixiong Feng, Zhiwu Li, Xiuju Song, Yong Wang, Shanhe Lou, Jianrong Tan
    Neurocomputing 620, 129193, 2025 [DOI] [BibTeX]
  18. St-Graphormer: spatio-temporal graph transformer for end-to-end traffic forecasting
    Zhanchi Wang, Yi Hu, Ruirui Zhong, Bingtao Hu, Dinghao Cheng, Yixiong Feng, Jianrong Tan
    The Journal of Supercomputing 81 (8), 896, 2025 [DOI] [BibTeX]
  19. Toward secure industrial internet of behaviours: a federated learning-based lightweight human behaviour recognition method with selective state space models
    Bingtao Hu, Ruirui Zhong, Yixiong Feng, Jiangxin Yang, Puyan Li, Meihao Chen, Jianrong Tan
    International Journal of Production Research, 1-17, 2025 [DOI] [BibTeX]
  20. Human-robot handover task intention recognition framework by fusing human digital twin and deep domain adaptation
    Ruirui Zhong, Bingtao Hu, Zhaoxi Hong, Zhifeng Zhang, Shanhe Lou, Xiuju Song, Yixiong Feng, Jianrong Tan
    Journal of Engineering Design 36 (11), 2055-2071, 2025 [DOI] [BibTeX]
  21. Smart scheduling of hanging workshop via digital twin and deep reinforcement learning
    Jianguo Pan, Ruirui Zhong, Bingtao Hu, Yixiong Feng, Zhifeng Zhang, Jianrong Tan
    Flexible Services & Manufacturing Journal 37 (1), 2025 [DOI] [BibTeX]
  22. A Lightweight Human Posture Predictive Assessment in Human-robot Collaboration via Diffusion Mamba
    Ruirui Zhong, Bingtao Hu, Zhifeng Zhang, Yixiong Feng, Yixiu Yuan, Jianrong Tan
    2025 IEEE 21st International Conference on Automation Science and Engineering (CASE), 2025 [DOI] [BibTeX]
  23. An Assembly Quality Inspection Framework for Small-batch Products via HCPS and HAAS
    Ruirui Zhong, Yixiong Feng, Bingtao Hu, Gengfeng Zheng, Xupeng Li, Xiangjun Chen, Jianrong Tan
    IFAC-PapersOnLine, 2025 [DOI] [BibTeX]
  24. Lithium-ion battery remaining useful life prediction: a federated learning-based approach
    Ruirui Zhong, Bingtao Hu, Yixiong Feng, Shanhe Lou, Zhaoxi Hong, Fei Wang, Guangshen Li, Jianrong Tan
    Energy, Ecology and Environment 9 (5), 549-562, 2024 [DOI] [BibTeX]
  25. Multiscale cost-sensitive learning-based assembly quality prediction approach under imbalanced data
    Tianyue Wang, Bingtao Hu, Yixiong Feng, Hao Gong, Ruirui Zhong, Chen Yang, Jianrong Tan
    Advanced Engineering Informatics 62, 102860, 2024 [DOI] [BibTeX]
  26. Two-stage imbalanced learning-based quality prediction method for wheel hub assembly
    Tianyue Wang, Tao Peng, Bingtao Hu, Ruirui Zhong, Yixiong Feng, Xiangjun Chen, Jianrong Tan
    Advanced Engineering Informatics 59, 102309, 2024 [DOI] [BibTeX]
  27. Uncertainty-aware nuclear power turbine vibration fault diagnosis method integrating machine learning and heuristic algorithm
    Ruirui Zhong, Yixiong Feng, Puyan Li, Xuanyu Wu, Ao Guo, Ansi Zhang, Chuanjiang Li
    IET Collaborative Intelligent Manufacturing 6 (3), e12108, 2024 [DOI] [BibTeX]
  28. A Crease-Based Bending-Insensitive Liquid Metal Sensor for Pressure Measurement on Curved Surfaces
    Puyan Li, Junjie Song, Xiuju Song, Ruirui Zhong, Zhaoxi Hong, Yixiong Feng, Jianrong Tan
    2024 International Conference on Networking, Sensing and Control (ICNSC), 2024 [DOI] [BibTeX]
  29. A Spatio-Temporal Transformer Network for Human Motion Prediction in Human-Robot Collaboration
    Yixiu Yuan, Baicun Wang, Ruirui Zhong, Bingtao Hu
    2024 International Conference on Networking, Sensing and Control (ICNSC), 1-6, 2024 [DOI] [BibTeX]
  30. Deep Causal Domain Generalization Network for Human Action Recognition in Internet of Behaviors
    Ruirui Zhong, Yixiong Feng, Bingtao Hu, Zhifeng Zhang, Xiuju Song, Jianrong Tan
    2024 International Conference on Networking, Sensing and Control (ICNSC), 2024 [DOI] [BibTeX]
  31. Edge Computing Empowered Digital Twin: An End-to-End Computing Task Scheduling Approach
    Ruirui Zhong, Yixiong Feng, Xiuju Song, Bingtao Hu, Yong Wang, Puyan Li, Jianrong Tan
    2024 IEEE 20th International Conference on Automation Science and Engineering (CASE), 2024 [DOI] [BibTeX]
  32. Construction of human digital twin model based on multimodal data and its application in locomotion mode identification
    Ruirui Zhong, Bingtao Hu, Yixiong Feng, Hao Zheng, Zhaoxi Hong, Shanhe Lou, Jianrong Tan
    Chinese Journal of Mechanical Engineering 36 (1), 126, 2023 [DOI] [BibTeX]
  33. Irregular polygons nesting algorithm driven by design knowledge and application
    Yixiong Feng, Ruirui Zhong, Zhifeng Zhang, Cheng Huang, Zhongkai Li, Bingtao Hu, Zhaoxi Hong, Jianrong Tan
    Computer Integrated Manufacturing System, 2023 [DOI] [BibTeX]
  34. A Human Digital Twin Based Framework for Human–Robot Hand-Over Task Intention Recognition
    Ruirui Zhong, Bingtao Hu, Zhaoxi Hong, Zhifeng Zhang, Yixiong Feng, Jianrong Tan
    ICMD: International Conference on Mechanical Design, 2023 [DOI] [BibTeX]