Analyzing the Robustness of Network Controllability against Malicious Attacks

Project: Research

Research Output

  1. 2024
  2. Published

    Network Robustness Prediction: Influence of Training Data Distributions

    Lou, Y., Wu, C., Li, J., Wang, L. & Chen, G., Oct 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 10, p. 13496-13507 10130828.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 6
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  3. Published

    Distributed Consensus of Multi-agent Systems: An Integrated Adaptive Approach

    Wang, Q., Lv, Y., Wang, Q., Duan, Z. & Chen, G., Jul 2024, In: IEEE Transactions on Network Science and Engineering. 11, 4, p. 3550-3562

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 1
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  4. Published

    Firing and synchronous of two memristive neurons

    Li, Y., Wang, M., Chang, H., Wang, H., Chen, G. & Zhang, K., Jul 2024, In: Computational and Applied Mathematics. 43, 5, 272.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  5. Published

    Adaptive Distributed Formation-Containment Control on Switching Directed Networks: A Dynamic Triggering Framework

    Xu, T., Duan, Z., Sun, Z. & Chen, G., Jun 2024, In: IEEE Transactions on Control of Network Systems. 11, 2, p. 951-963

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 3
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  6. Published

    Discernibility of topological variations for networked LTI systems based on observed output trajectories

    Hao, Y., Wang, Q., Duan, Z. & Chen, G., May 2024, In: Automatica. 163, 111547.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 1
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  7. Published

    Introducing a New Edge Centrality Measure: The Connectivity Rank Index

    Zhou, J., Zhang, Y., Lu, J.-A. & Chen, G., May 2024, In: IEEE Transactions on Systems, Man, and Cybernetics: Systems. 54, 5, p. 2757-2764 8 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 7
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  8. Published

    Energy-Efficient Distributed Formation Control of Sampled-Data Multiagent Systems With Packet Losses

    Xiang, L., Du, Y., Jia, C., Chen, F. & Chen, G., Apr 2024, In: IEEE Transactions on Cybernetics. 54, 4, p. 2216-2223 8 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 5
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  9. Published

    DeepInsight: Topology Changes Assisting Detection of Adversarial Samples on Graphs

    Zhu, J., Wang, J., Shan, Y., Yu, S., Chen, G. & Xuan, Q., Feb 2024, In: IEEE Transactions on Computational Social Systems. 11, 1, p. 76-88 13 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 2
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  10. Published

    Gain margin and Lyapunov analysis of discrete-time network synchronization via Riccati design

    Zhang, L., Chen, M. Z. Q., Zou, Y. & Chen, G., 10 Jan 2024, In: International Journal of Robust and Nonlinear Control. 34, 1, p. 359-377

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 1
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  11. 2023
  12. Published

    Reconstruction of Commuting Networks: A Distance-Tiered Graph Neural Network Approach

    Zhou, J. & Tang, W. K. S., Nov 2023, In: IEEE Transactions on Network Science and Engineering. 10, 6, p. 3574-3586

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 2
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  13. Published

    A Learning Convolutional Neural Network Approach for Network Robustness Prediction

    Lou, Y., Wu, R., Li, J., Wang, L., Li, X. & Chen, G., Jul 2023, In: IEEE Transactions on Cybernetics. 53, 7, p. 4531-4544

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 44
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  14. Online published

    RGP: Neural Network Pruning Through Regular Graph With Edges Swapping

    Chen, Z., Xiang, J., Lu, Y., Xuan, Q., Wang, Z., Chen, G. & Yang, X., 13 Jun 2023, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 13
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  15. Online published

    Distributed Coordination of Networked Manipulators: A Two-Layer Control Scheme

    Xu, T., Yang, T., Duan, Z., Feng, G. & Chen, G., 1 Jun 2023, (Online published) In: IEEE Transactions on Control Systems Technology.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 5
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  16. Published

    Synchronization of stochastic complex networks with time-delayed coupling

    Duolan, Xiang, L. & Chen, G., Jun 2023, In: Chinese Physics B. 32, 6, 060502.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 6
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  17. Published

    Asymptotically Consistent Estimation of Preferential Attachments in Growing Networks

    Fan, Z., Tan, X., Liu, W. & Chen, G., Mar 2023, In: IEEE Transactions on Network Science and Engineering. 10, 2, p. 733-741

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  18. Published

    Controllability of Multilayer Snapback Networks

    Wu, J.-N., Li, X. & Chen, G., Mar 2023, In: IEEE Transactions on Control of Network Systems. 10, 1, p. 15-25

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 9
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  19. Published

    Approximating the Controllability Robustness of Directed Random-graph Networks Against Random Edge-removal Attacks

    Lou, Y., Wang, L., Xie, S. & Chen, G., Feb 2023, In: International Journal of Control, Automation and Systems. 21, 2, p. 376-388

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 5
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  20. Published

    Classification-based prediction of network connectivity robustness

    Lou, Y., Wu, R., Li, J., Wang, L., Tang, C.-B. & Chen, G., Jan 2023, In: Neural Networks. 157, p. 136-146

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 20
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  21. Published

    Discernibility of Topological Variations for Networked LTI Systems

    Hao, Y., Wang, Q., Duan, Z. & Chen, G., Jan 2023, In: IEEE Transactions on Automatic Control. 68, 1, p. 377-384

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 10
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  22. Published

    RobustECD: Enhancement of Network Structure for Robust Community Detection

    Zhou, J., Chen, Z., Du, M., Chen, L., Yu, S., Chen, G. & Xuan, Q., Jan 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 1, p. 842-856

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 19
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