Professor Zidong Wang
Professor - Dynamic Systems and Computing
Han, J., Wang, Z., Liu, W., Song, B., Wang, C. and Liu, X. (2026) 'Data-centric deep learning for defect detection in fiber composite materials: A review of algorithms, challenges, and emerging trends'. Knowledge-Based Systems, 351 (Part B). pp. 1 - 15. ISSN: 0950-7051 Open Access Link
Hong, J., Wang, Z., Liu, W., Shen, B., Fang, J. and Liu, X. (2026) 'Robust Learning With Noisy Labels via Class-Subspace-Guided Contrastive Purification for Anomaly Detection in Industrial Data Analytics'. IEEE Transactions on Industrial Informatics, 0 (early access). pp. 1 - 12. ISSN: 1551-3203 Open Access Link
Zhao, D., Wang, Z., Ding, D., Han, Q-L. and Wei, G. (2026) 'Proportional-Integral Observer Design for Multi-Rate Systems Under Decode-and-Forward Relays: Tackling Power-Dependent Packet Dropouts'. IEEE/CAA Journal of Automatica Sinica, 13 (7). pp. 1558 - 1571. ISSN: 2329-9266 Open Access Link
Jia, C., Wang, Z., Hu, J. and Dong, H. (2026) 'Reputation-Aware Distributed Filtering for Nonlinear Bias-Corrupted Systems Over Sensor Networks Under Event-Triggered Mechanism'. IEEE Transactions on Cybernetics, 0 (early access). pp. 1 - 13. ISSN: 2168-2267 Open Access Link
Ding, J., Shi, C., Jin, J. and Wang, Z. (2026) 'DiffFlex: A Diffusion-Based Model for Medium-Term Load Forecasting Over Flexible Intervals'. IEEE Transactions on Industrial Informatics, 0 (early access). pp. 1 - 11. ISSN: 1551-3203 Open Access Link
Song, J., Wang, Z., Liu, Q. and He, X. (2026) 'Recursive state estimation for multisensor systems over cloud radio access networks: Handling the bit rate allocation issue'. Automatica, 192. pp. 1 - 9. ISSN: 0005-1098 Open Access Link
You, J., Yang, R. and Wang, Z. (2026) 'FedRepu: A Reputation-Based Aggregation Strategy for Federated Learning in Bearing Fault Diagnosis'. IEEE Transactions on Industrial Informatics, 0 (early access). pp. 1 - 12. ISSN: 1551-3203 Open Access Link
Lou, X., Long, C., Wang, L. and Wang, Z. (2026) 'QuCon-GAN: A Parameter-Efficient Quantum-Classical Conditional GAN for Handwritten Digit Generation'. IEEE Transactions on Consumer Electronics, 0 (early access). pp. 1 - 12. ISSN: 0098-3063 Open Access Link
Chen, Y., Wang, Z., Liu, Y. and Song, W. (2026) 'Partial-encryption-decryption-based secure state estimation of singularly perturbed complex networks: A Paillier encryption approach'. Neural Networks, 204. pp. 1 - 11. ISSN: 0893-6080
Liu, Q., Yao, L., Wang, Z., Yang, Y., Tang, Y., Cheng, D. and et al. (2026) 'Large language model-based multi-agent systems for financial markets simulation: a survey'. Science China Information Sciences, 69 (7). pp. 1 - 22. ISSN: 1674-733X Open Access Link
Yu, L., Wang, Z., Liu, Y. and Zhang, W. (2026) 'Asynchronous Sampled-Data State Estimation for a Class of Nonlinear Complex Networks: A Matrix-Exponential-Gain-Based Approach'. IEEE Internet of Things Journal, 13 (17). pp. 39192 - 39203.Open Access Link
Du, M., Zhang, X., Flynn, D. and Wang, Z. (2026) 'Proactive Defence of Cyber-Physical Networks Against Coordinated Attacks With Optimal Resource Allocation'. IEEE Transactions on Industrial Cyber-Physical Systems, 4. pp. 654 - 664.Open Access Link
Ban, J., Guo, L., Wang, Z. and Zou, L. (2026) 'Finite-Horizon H∞ Consensus Control for IoT-Enabled Multi-Agent Systems With Stochastic Scheduling and Relay-Assisted Communications'. IEEE Internet of Things Journal, 13 (17). pp. 38709 - 38720.Open Access Link
Song, J., Wang, Z., Liu, Q. and He, X. (2026) 'Distributed Recursive State Estimation Over Sensor Networks Under the Push-Pull-Based Gossip Protocol: A Locally Minimum Variance Approach'. IEEE Transactions on Automatic Control, 00 (early access). pp. 1 - 8. ISSN: 0018-9286 Open Access Link
Wen, P., Wang, Z., Dong, H. and Song, W. (2026) 'Distributed Recursive State Estimation Over Sensor Networks With Compress-and-Forward Relays: A Compressed Sensing Strategy'. IEEE Internet of Things Journal, 13 (16). pp. 37206 - 37218.Open Access Link
Song, Y., Wang, Z. and Zhang, B. (2026) 'Model Predictive Control for Complex Dynamic Systems'. Boca Raton: CRC Press. ISSN 10: 1003689884 ISSN 13: 9781041174400
Wang, C., Wang, Z. and Dong, H. (2026) 'Diffusion Bridge-Based Gradual Domain Adaptation for Fault Diagnosis: Concept, Algorithms and Applications'. IEEE Transactions on Industrial Informatics, 0 (early access). pp. 1 - 12. ISSN: 1551-3203 Open Access Link
Chen, W., Wang, Z., Peng, JC-H. and Liu, G-P. (2026) 'A Novel Distributed Optimization Algorithm With Linear Convergence for Economic Dispatch Under Compressed Communication'. IEEE Transactions on Industrial Informatics, 0 (early access). pp. 1 - 12. ISSN: 1551-3203 Open Access Link
Ban, J., Guo, L., Wang, Z., Cai, H. and Li, B. (2026) 'Quasi-Consensus Control of Delayed Multi-Agent Systems With Stochastic Communication Protocols and Amplify-and-Forward Relays'. IEEE Internet of Things Journal, 13 (15). pp. 34158 - 34169.Open Access Link
Li, G., Jia, X., Liu, W., Zhang, E. and Wang, Z. (2026) 'SCMoE-PFL: A soft-clustering mixture-of-experts framework for personalized federated learning'. Information Fusion, 135. pp. 1 - 14. ISSN: 1566-2535 Open Access Link
Fang, J., Wang, Z., Liu, W., Zhang, Y., He, Y. and Liu, X. (2026) 'A Comprehensive Review on Deep Learning With Noisy Labels: Challenges, Solutions, and Frontiers'. IEEE Transactions on Emerging Topics in Computational Intelligence, 0 (early access). pp. 1 - 20.
Wang, Y., Wang, Z., Zou, L. and Wang, F. (2026) 'Distributed Fuzzy Proportional-Integral State Estimation Over Sensor Networks With Pull-Type Gossip Protocols and Fading Data'. IEEE Transactions on Fuzzy Systems, 34 (7). pp. 2337 - 2350. ISSN: 1063-6706 Open Access Link
Chen, Y., Wang, Z., Liu, Y. and Song, W. (2026) 'PID-Based Secure Cluster Synchronization of Discrete-Time Nonlinear IoT Networks Under Stochastic Replay Attacks'. IEEE Internet of Things Journal, 13 (14). pp. 31640 - 31651.Open Access Link
Cai, H., Wang, Z., Song, Y. and Li, P. (2026) 'Robust Model Predictive Control for Polytopic Uncertain Systems With Energy Harvesting Sensors Under Round-Robin Protocol'. IEEE Internet of Things Journal, 13 (14). pp. 31612 - 31624.Open Access Link
Zhu, K., Wang, Z., Li, Z. and Xu, C-Z. (2026) 'Distributed state estimation for autonomous vehicles in unknown environments: Enhancing situational awareness'. Automatica, 189. pp. 1 - 10. ISSN: 0005-1098
He, Y., Wang, Z., Liu, W., Fang, J., Chen, L. and Song, Z. (2026) 'A Novel Phase-Aware Neural Network Framework for Fault Detection in Multiphase Processes via Feature Augmentation and Phase Discrimination'. IEEE/CAA Journal of Automatica Sinica, 13 (4). pp. 864 - 876. ISSN: 2329-9266
Jia, C., Wang, Z. and Hu, J. (2026) 'Distributed Recursive Filtering for a Class of State-Saturated Nonlinear Systems: A Novel Reputation-Aware Mechanism'. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 56 (8). pp. 4636 - 4647. ISSN: 2168-2216
Xiao, L., Wang, P., Fang, Y. and Wang, Z. (2026) 'Multi-Scale Decoupling of Industrial Dynamics Via Trend-Fluctuation Interaction-Aware Transformer for Quality Prediction'. IEEE Transactions on Instrumentation and Measurement, 0 (early access). pp. 1 - 14. ISSN: 0018-9456 Open Access Link
Meng, X., Wang, Z., Wang, F. and Chen, Y. (2026) 'l2–l∞ Proportional-Integral State Estimation for Stochastic Nonlinear Systems With State Saturations Under Decode-and-Forward Relay'. IEEE Internet of Things Journal, 13 (12). pp. 27051 - 27061.
Zhu, K., Wang, Z., Zheng, X., Cui, Z., Li, Z. and Li, K. (2026) 'Fusion Filtering for RIS-Assisted Vehicle Localization With Unknown Inputs: A Privacy-Preserving Output-Mask Strategy'. IEEE Transactions on Industrial Informatics, 22 (7). pp. 5909 - 5919. ISSN: 1551-3203
Chen, W., Wang, Z., Peng, JC-H., Wang, Z. and Liu, G-P. (2026) 'Distributed Online Optimization for Energy Management in Microgrid With Battery Storage Under Time-Varying Communication Networks'. IEEE Transactions on Industrial Informatics, 22 (7). pp. 6219 - 6229. ISSN: 1551-3203
Wang, L., Wang, Z., Shen, C., Yang, Y., Hua, L. and Lu, G. (2026) 'A Lightweight Transformer-KAN Framework for Fault Diagnosis in Power Conversion Circuits'. IEEE Transactions on Industrial Informatics, 22 (6). pp. 4729 - 4740. ISSN: 1551-3203
Zhao, Z., Wang, Z. and Liang, J. (2026) 'Zonotopic Set-Membership Fusion Estimation for Multi-Sensor Systems Under FlexRay Protocol'. IEEE Internet of Things Journal, 13 (12). pp. 26782 - 26795.Open Access Link
Song, J., Wang, Z., Liu, Q. and He, X. (2026) 'Remote state estimation over hidden Markov channels: Handling measurement compression and channel-state-dependent packet loss'. Automatica, 188. pp. 1 - 12. ISSN: 0005-1098
Mao, C., Wen, C., Wang, Z., Liu, W. and Yang, J. (2026) 'Tldiag: a federated learning-based DB-mixer for privacy-preserving and fault diagnosis in transmission lines'. International Journal of Machine Learning and Cybernetics, 17 (5). pp. 1 - 14. ISSN: 1868-8071 Open Access Link
Wang, Z., Wang, Z., Liu, Q., Yang, S-H. and He, X. (2026) 'A comprehensive review on relay-assisted state estimation in networked systems: architectures, algorithms, and challenges'. International Journal of Systems Science, 0 (ahead of print). pp. 1 - 24. ISSN: 0020-7721 Open Access Link
Hu, L., Wang, Z., Wu, P., Yu, K. and Zeng, N. (2026) 'DartsNeXt: Bridging the Search-Evaluation Gap in Differentiable NAS With Router-Based Selection and Sequential Architecture'. IEEE Transactions on Emerging Topics in Computational Intelligence, 0 (early access). pp. 1 - 13.
Song, W., Wang, Z., Li, Z. and Dong, H. (2026) 'Moving-Horizon Estimation for Multi-Sensor Systems Under Probabilistic Caching Mechanism: A Co-Design Scheme'. IEEE Transactions on Automatic Control, 0 (early access). pp. 1 - 8. ISSN: 0018-9286 Open Access Link
Bai, Y., Yu, M., Chen, W., Lu, L., Lou, X., He, Y., et al. (2026) 'RTDM: Real-time denoising mamba with progressive self-distillation'. Knowledge-Based Systems, 340. pp. 1 - 14. ISSN: 0950-7051
Zhang, Y., Wang, Z., Zou, L., Du, J. and Yang, S-H. (2026) 'A Neural-Network-Assisted Approach to Recursive State Estimation for Energy Harvesting Complex Networks With Unknown Nonlinearities'. IEEE Transactions on Neural Networks and Learning Systems, 0 (early access). pp. 1 - 15. ISSN: 2162-237X
Wang, D., Wang, Z. and Wen, C. (2026) 'Neural-Network-Based State Estimation for Nonlinear Stochastic Systems Under Token Bucket Communication Protocol'. IEEE Transactions on Cybernetics, 0 (early access). pp. 1 - 12. ISSN: 2168-2267 Open Access Link
Mao, W., Wu, J., Du, S., Feng, K. and Wang, Z. (2026) 'Collaboration Better Than Integration: A Novel Time-Frequency-Assisted Deep Feature Enhancement Mechanism for Few-Shot Transfer Learning in Anomaly Detection'. IEEE/CAA Journal of Automatica Sinica, 13 (2). pp. 366 - 382. ISSN: 2329-9266 Open Access Link
Zhang, L., Shang, J., Wang, Z. and Liu, Q. (2026) 'Remote State Estimation under Stochastic Stealthy Attacks: Short-Term Optimization and Long-Term Convergence Analysis'. IEEE Transactions on Automatic Control, 0 (early access). pp. 1 - 15. ISSN: 0018-9286 Open Access Link
Jiang, J., Lei, Y., Feng, K., Yang, B. and Wang, Z. (2026) 'Intelligent Servo Motor Diagnosis via Control-Sensing Consistency Contrast in Industrial Environments: Toward Noninvasive Monitoring'. IEEE Transactions on Industrial Electronics, 0 (early access). pp. 1 - 13. ISSN: 0278-0046
Wu, Y., Qian, W. and Wang, Z. (2026) 'Adaptive Dynamic Event-Triggered H∞ Control for Fuzzy Systems Through an Online Iterative Asynchronous Premise Reconstruction Strategy'. IEEE Transactions on Automation Science and Engineering, 23. pp. 4301 - 4313. ISSN: 1545-5955
Chen, Y., Wang, Z., Wang, J. and Lan, L. (2026) 'Regional Control Subject to Actuator Amplitude and Rate Constraints Under Communication Protocols'. IEEE Internet of Things Journal, 0 (early access). pp. 1 - 12.Open Access Link
Yu, Q., Wang, Z., Wei, G. and Yu, H. (2026) 'Deep Learning for Video Summarization: Systematic Review, Challenges and Opportunities'. IEEE/CAA Journal of Automatica Sinica, 13 (1). pp. 21 - 42. ISSN: 2329-9266
Lou, X. and Wang, Z. (2026) 'A Novel Quantum-Based Mutual Authentication and Key Agreement Scheme for Smart Grid'. IEEE Transactions on Information Forensics and Security, 21. pp. 2061 - 2075. ISSN: 1556-6013
Chen, X., Yang, R., Xue, Y. and Wang, Z. (2026) 'CoWS: Self-Supervised Representation Pre-Training for Cross-Machine Fault Diagnosis'. IEEE Transactions on Emerging Topics in Computational Intelligence, 10 (2). pp. 1 - 13.Open Access Link
Li, Q., Wang, Z., Hu, J. and Sheng, W. (2026) 'Recursive Filtering for Complex Networks With Amplify-and-Forward Relays Over Double Time-Correlated Fading Channels'. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 56 (3). pp. 1561 - 1573. ISSN: 2168-2216