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Huifeng Wu

Ph.D. Professor | Ph.D. supervisor Discipline: Post:

Graduate School: Zhejiang University

Research direction:

Email: whf@hdu.edu.cn

Address:

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    Huifeng Wu, male, professor, Ph.D. supervisor. He received his Ph.D. in Computer Science and Technology from Zhejiang University, Hangzhou, China, in 2006. He was selected for the National Hundred, Thousand, and Ten ThousandTalent Projectthe National Young and Middle-aged experts with outstanding contribution,the Leading Talent in Science and Technology Innovation in the Ten Thousand Talents Program of Zhejiang, the First Batch of Leading Talents in Science and Technology Innovation in University of Zhejiang. Currently, he is the director of the Scientific Research Department, the director of the School of Computer Science, the executive director of Industrial Internet Research Institute of Hangzhou Dianzi University. He is also the director of Zhejiang Key Laboratory of New Industrial Internet Control Technology, the director of Zhejiang Engineering Research Center for Industrial Internet Intelligent Control System, and the director of Zhejiang Industrial Internet International Cooperation Base. He co-established the Joint Laboratory of Industrial IoT Ubiquitous Operating Systems with Peking University and serves as its director. He is a member of the Programmable Systems Working Group of the IEC, a member of SAC/TC159, a member of the Standard Committee of the CAMETA, a member of the Edge Computing Professional Committee of the CA, etc. His main research directions include intelligent software, edge computing, intelligent control, embedded system, programmable technology, etc. 

     He has published over 50 internationally recognized journal papers in the field of programmable system software. He has led the formulation of 3 national standard, and has participated in the formulation of 2 international standard and 4 national standards. Recent years, he has led over 30 scientific research projects, including the ten million level national major projects, the Key Projects of the National Natural Science Foundation, the Nuclear High-based Projects, the 863 projects, the National Science and Technology Support Plans, the Key R&D Plans of Zhejiang, etc. He has received multiple provincial and ministerial awards, including 3 First Prize of Science and Technology Progress Awards of Zhejiang(2020, ranking 1; 2021, ranking 2; 2024, ranking 1), 1 First Prize of Technology Invention Award of Zhejiang(2016, ranking 2), 1 First Prize of Wu Wenjun Artificial Intelligence Science and Technology Progress Award(2025, ranking 1), and 1 Second Prize of Science and Technology Progress Award of Zhejiang(2014, ranking 1). He has supervised students to win more than 10 national awards, including the National First Prize of the “Challenge Cup” and the Special Prize of the National Artificial Intelligence Application Scenario Innovation Challenge.

[1] Zhejiang Key Laboratory of New Industrial Internet Control Technology, Director

[2] Zhejiang Engineering Research Center for Industrial Internet Intelligent Control System, Director

[3] Zhejiang Industrial Internet International Cooperation Base, Director

[4] Zhejiang Industrial Intelligence Collaborative Innovation Center, Director

[5] HDU-PKU Joint Laboratory of Industrial IoT Ubiquitous Operating Systems, Director

[6] Programmable Systems Working Group of the IEC, Member

[7] National Technical Committee 159 on Industrial Automation Systems and Integration (SAC/TC159), Member

[1] Intelligent software

[2] Edge computing

[3] Intelligent control

[4] Embedded system

[5] Programmable technology

[1] Intelligent Methods for Physical Information Systems, Doctoral students

[2] Embedded System, Master's degree students

[3] Innovative Practice, Undergraduate

Longitudinal research
Transverse scientific research
Publications

[1] An efficient occlusion-aware visibility assurance method for multi-robot vision-integrated manufacturing[J]. Robotics and Computer-Integrated Manufacturing, 2026, 101:103301. (IF=12.3)

[2] Xiaoyu Song. DTRRS: A dynamic task real-time reconfiguration and scheduling architecture for FPGAs in embedded systems[J]. IEEE Transactions on Computers, 2026. (IF=4.9)

[3] Dynamic contention-aware workflow scheduling on shared bus-based CPU-FPGA heterogeneous computing systems[J]. Expert Systems with Applications, 2026, 300: 130421. (IF=7.5)

[4] Time–torque coordinated optimization for trajectory planning of industrial robots[J]. Robotics and Computer-Integrated Manufacturing, 2026, 99: 103199. (IF=11.4)

[5] Blockchain-enabled distributed authentication mechanism for industrial device access[J]. IEEE Transactions on Industrial Informatics, 2025, 21(4): 2819-2828. (IF=9.9)

[6] Enhancing GCN robustness against structural attacks via adaptive spectrum filtering[J]. IEEE Transactions on Information Forensics and Security, 2025, 20: 10668-10682. (IF=8.0)

[7] Improving device access efficiency using a device protocol matching model[J]. Computers in Industry, 2025, 164: 104210. (IF=9.1)

[8] An enhanced residual learning framework for graph neural networks based on dual random walk[J]. Knowledge-Based Systems, 2025, 113822. (IF=7.6)

[9] Path-aware multi-scale learning for heterogeneous graph neural network[J]. Neural Networks, 2025, 191: 107743. (IF=6.3)

[10] PDG2Seq: Periodic dynamic graph to sequence model for traffic flow prediction[J]. Neural Networks, 2025, 183: 106941. (IF=6.3)

[11] A cloud-based high-quality code intelligent matching tool for industrial control programs[C]//Companion Proceedings of the ACM Web Conference 2025. Sydney: Association for Computing Machinery, 2025: 2803-2806. (CCF A)

[12] Long-term time series forecasting based on Siamese network: a perspective on few-shot learning[J]. International Journal of Machine Learning and Cybernetics, 2024. (IF=2.7)

[13] An unsupervised video anomaly detection method via optical flow decomposition and spatio-temporal feature learning[J]. Pattern Recognition Letters, 2024, 185: 239-246. (IF=3.3)

[14] Learning the feature distribution similarities for online time series anomaly detection[J]. Neural Networks, 2024, 180: 106638. (IF=6.3)

[15] Sepformer-based models: more efficient models for long sequence time-series forecasting[J]. IEEE Transactions on Emerging Topics in Computing, 2024, 12(2): 432-443. (IF=5.1)

[16] RGDAN: A random graph diffusion attention network for traffic prediction[J]. Neural Networks, 2024, 172: 106093. (IF=6.3)

[17] Dynamic protocol parsing system with optimized edge containers[J]. IEEE Transactions on Network and Service Management, 2024, 21(5): 5634-5646. (IF=5.4)

[18] Beetle swarm with constrained Lévy flight for image matching[J]. IEEE Transactions on Automation Science and Engineering, 2024. (IF=6.4)

[19] A comprehensive survey on collaborative data-access enablers in the IIoT[J]. ACM Computing Surveys, 2024, 56(2): 1-37. (IF=28)

[20] An adversarial time-frequency reconstruction network for unsupervised anomaly detection[J]. Neural Networks, 2023, 168: 44-56. (IF=6.3)

[21] LUAD: A lightweight unsupervised anomaly detection scheme for multivariate time series data[J]. Neurocomputing, 2023, 557: 126644. (IF=6.5)

[22] A decomposition dynamic graph convolutional recurrent network for traffic forecasting[J]. Pattern Recognition, 2023, 142: 109670. (IF=7.6)

[23] A planar dimension measurement optimization method with metric information compensation[J]. Measurement, 2023, 222: 113669. (IF=5.6)

[24] A robust feature reinforcement framework for heterogeneous graphs neural networks[J]. Future Generation Computer Systems, 2023, 141: 143-153. (IF=6.1)

[25] Robust terminal recurrent neural network for finding exact solution of the TVQP problem with various noises[J]. IEEE Transactions on Industrial Informatics, 2023, 19(5): 6907-6916. (IF=9.9)

[26] Synchronize feature extracting and matching: A single branch framework for 3D object tracking[C]//Proceedings of the IEEE/CVF International Conference on Computer Vision. Paris: Institute of Electrical and Electronics Engineers, 2023: 9953-9963. (CCF A)

[27] An adaptive immune-following algorithm for intelligent optimal schedule of multiregional agricultural machinery[J]. International Journal of Intelligent Systems, 2022. (IF=3.7)

[28] AUBRec: adaptive augmented self-attention via user behaviors for sequential recommendation[J]. Neural Computing and Applications, 2022, 34(24): 21715-21728. (IF=0)

[29] Cross-level dependability assessment with a distributed split mechanism for wireless communication systems[J]. IEEE Transactions on Network Science and Engineering, 2022. (IF=7.9)

[30] A data stream cleaning system using edge intelligence for smart city industrial environments[J]. IEEE Transactions on Industrial Informatics, 2022, 18(2): 1165-1174. (IF=9.9)

[31] Multi buffers multi objects optimal matching scheme for edge devices in IIoT[J]. IEEE Internet of Things Journal, 2021, 8(14): 11514-11525. (IF=8.9)

[32] OntoPLC: Semantic model of PLC programs for code exchange and software reuse[J]. IEEE Transactions on Industrial Informatics, 2021, 17(3): 1702-1711. (IF=9.9)

[33] Time synchronization algorithm for networked control systems based on stochastic search[J]. IEEE Transactions on Industrial Informatics, 2021, 18(1): 26-34. (IF=9.9)

[34] Intelligent data collaboration in heterogeneous-device IoT platforms[J]. ACM Transactions on Sensor Networks, 2020, 17(3): 1-17. (IF=4.7)

[35] FADA: A fog architecture and ontology for data acquisition[J]. IEEE Transactions on Cloud Computing, 2020. (IF=5.0)

[36] Attention-based deep convolutional neural network for spectral efficiency optimization in MIMO systems[J]. Neural Computing and Applications, 2020. (IF=0)

[37] Optimization of edge-PLC based fault diagnosis with random forest in industrial internet of things[J]. IEEE Internet of Things Journal, 2020, 7(10): 9664-9674. (IF=8.9)

[38] Dynamic edge access system in IoT environment[J]. IEEE Internet of Things Journal, 2020, 7(4): 2509-2520. (IF=8.9)

[39] VCA protocol-based multilevel flexible architecture on embedded PLCs for visual servo control[J]. IEEE Transactions on Industrial Electronics, 2020, 67(3): 2450-2459. (IF=7.2)

[40] A customized real-time compilation for motion control in embedded PLCs[J]. IEEE Transactions on Industrial Informatics, 2019, 15(2): 812-821. (IF=9.9)

[41] High precision control in PTP trajectory planning for nonlinear system using on high-degree polynomial and cuckoo search[J]. Optimal Control Applications and Methods, 2019, 40(1): 43-54. (IF=1.5)

[42] Development and control of a robotic arm for percutaneous surgery[J]. Assembly Automation, 2017, 37(3): 314-321. (IF=1.7)

[43] A fault diagnosis system-PLC design for system reliability improvement[J]. The International Journal of Advanced Manufacturing Technology, 2014, 75(1-4): 523-534. (IF=3.1)

Books

[1]First Prize of Wu Wenjun Artificial Intelligence Science and Technology Progress Award, Key Technologies and Application of Unit Collaborative Intelligent Production Line with Vision-Control Fusion, 2026, Ranking: 1/15

[2] First Prize of Science and Technology Progress Award of Zhejiang, Key Technologies and Industrialization of Software-Defined Vision-Control Collaboration for Flexible Manufacturing, 2026, Ranking: 1/13 

[3] First Prize of Science and Technology Progress Award of Zhejiang, Research and industrialization of injection molding technology and equipment for large and complex optical components, 2020, Ranking: 1/13

[4] First Prize of Science and Technology Progress Award of Zhejiang, Key Technologies and Industrial Applications of Perception and Control for Logistics Inspection Robots in Complex Environments, 2021, Ranking: 2/13

[5] First Prize of Technology Invention Award of Zhejiang, Independent Key Technology Research and Industrialization of Embedded PLC (ePLC) Development Platform, 2016, Ranking: 2/6

[6] Second Prize of Science and Technology Progress Award of Zhejiang, Research and industrialization of intelligent optical testing equipment for printed circuit boards, 2014, Ranking: 1/9