Dr. LOU Yang (樓洋)
Research Output
- 2023
- Published
SPP-CNN: An Efficient Framework for Network Robustness Prediction
Wu, C., Lou, Y., Wang, L., Li, J., Li, X. & Chen, G., Oct 2023, In: IEEE Transactions on Circuits and Systems I: Regular Papers. 70, 10, p. 4067-4079Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 5 - 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. 4531-4544Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 33 - Online published
Network Robustness Prediction: Influence of Training Data Distributions
Lou, Y., Wu, C., Li, J., Wang, L. & Chen, G., 23 May 2023, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 6 - 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. 376-388Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 5 - Published
Structural Robustness of Complex Networks: A Survey of A Posteriori Measures
Lou, Y., Wang, L. & Chen, G., 2023, In: IEEE Circuits and Systems Magazine. 23, 1, p. 12-35Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 31 - 2022
- Published
Knowledge-Based Prediction of Network Controllability Robustness
Lou, Y., He, Y., Wang, L., Tsang, K. F. & Chen, G., Oct 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 10, p. 5739-5750 12 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 29 - Published
复杂网络能控性鲁棒性研究进展
楼洋, 李均利, 李升 & 邓浩, Oct 2022, In: 自动化学报/Acta Automatica Sinica. 48, 10, p. 2374−2391Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 4 - Published
Predicting Network Controllability Robustness: A Convolutional Neural Network Approach
Lou, Y., He, Y., Wang, L. & Chen, G., May 2022, In: IEEE Transactions on Cybernetics. 52, 5, p. 4052-4063 12 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 55 - Published
Controllability Robustness of Henneberg-Growth Complex Networks
LOU, Y., YANG, D., WANG, L., TANG, C.-B. & CHEN, G., 2022, In: IEEE Access. 10, p. 5103-5114Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 16 - 2021
- Published
A Convolutional Neural Network Approach to Predicting Network Connectedness Robustness
Lou, Y., Wu, R., Li, J., Wang, L. & Chen, G., Oct 2021, In: IEEE Transactions on Network Science and Engineering. 8, 4, p. 3209-3219 11 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 35 - Published
A Framework of Hierarchical Attacks to Network Controllability
Lou, Y., Wang, L. & Chen, G., Jul 2021, In: Communications in Nonlinear Science and Numerical Simulation. 98, 105780.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 28 - Published
Searching Better Rewiring Strategies and Objective Functions for Stronger Controllability Robustness
Lou, Y., Xie, S. & Chen, G., Jun 2021, In: IEEE Transactions on Circuits and Systems II: Express Briefs. 68, 6, p. 2112-2116 5 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 12 - Published
Non-revisiting stochastic search revisited: Results, perspectives, and future directions
Lou, Y., Yuen, S. Y. & Chen, G., Mar 2021, In: Swarm and Evolutionary Computation. 61, 100828.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 16 - 2020
- Published
Towards Optimal Robustness of Network Controllability: An Empirical Necessary Condition
Lou, Y., Wang, L., Tsang, K.-F. & Chen, G., Sept 2020, In: IEEE Transactions on Circuits and Systems I: Regular Papers. 67, 9, p. 3163-3174 12 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 33 - Published
Predicting the Robustness of Undirected Network Controllability
Lou, Y., He, Y., Wang, L., Tsang, K. F. & Chen, G., Jul 2020, p. 4550-4553. 4 p.Research output: Conference Papers › RGC 31A - Invited conference paper (refereed items) › Yes › peer-review
Scopus citations: 4 - 2019
- Published
Local diversity-stability of the q-snapback network model
Lou, Y., Wang, L. & Chen, G., 15 Dec 2019, In: Physica A: Statistical Mechanics and its Applications. 536, 9 p., 121020.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 3 - Published
Selecting evolutionary algorithms for black box design optimization problems
Yuen, S. Y., Lou, Y. & Zhang, X., 1 Aug 2019, In: Soft Computing. 23, 15, p. 6511–6531Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 11 - Published
Hybrid Artificial Bee Colony with Covariance Matrix Adaptation Evolution Strategy for Economic Load Dispatch
Zhang, X., Lou, Y., Yuen, S. Y., Wu, Z., He, Y. & Zhang, X., Jun 2019, 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings. Institute of Electrical and Electronics Engineers, Inc., p. 204-209 6 p. 8790221. ( IEEE Congress on Evolutionary Computation, CEC - Proceedings).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 8 - Published
On-line Search History-assisted Restart Strategy for Covariance Matrix Adaptation Evolution Strategy
Lou, Y., Yuen, S. Y., Chen, G. & Zhang, X., Jun 2019, 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings. Institute of Electrical and Electronics Engineers, Inc., p. 3142-3149 8 p. 8790368. (IEEE Congress on Evolutionary Computation, CEC - Proceedings).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 1 - Published
A Comparative Study on Controllability Robustness of Complex Networks
Chen, G., Lou, Y. & Wang, L., May 2019, In: IEEE Transactions on Circuits and Systems II: Express Briefs. 66, 5, p. 828-832Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 58