Welcome to Felix's Homepage
Felix, Yang Lou Ph.D., SMIEEE, FHEA 霧岬 (きりみさき)
Associate ProfessorGraduate School of Advanced Science and Engineering
School of Informatics and Data Science
Hiroshima University
Japan
Email: ylou[at]hiroshima-u.ac.jp
Email:
[Profile] I am currently an Associate Professor at the Graduate School of Advanced Science and Engineering, Hiroshima University, Japan, effective since August 2025.
I received my B.E. degree in Electronic and Information Engineering from Xidian University, China, in 2008, and my Ph.D. degree from the Department of Electrical Engineering, City University of Hong Kong, Hong Kong, in 2017.
From 2017 to 2025, I held research and academic positions at City University of Hong Kong, Hong Kong, Lingnan University, Hong Kong, Osaka University, Japan, and National Yang Ming Chiao Tung University, Taiwan.
I am a Senior Member of IEEE and a Fellow of Higher Education Academy. My research interests include Network Science, Graph Learning, and Optimization.
[Join Us!]
We are recruiting Ph.D. and M.Sc. students at the
Graduate School of Advanced Science and Engineering,
Hiroshima University,
with studentships available.
Prospective students are also welcome to join our research team at Sichuan Normal University.
Please visit our
NSGL Lab (中文)
or contact me via
fxylou[at]gmail.com
for more information.
[Work Experience]
- From 2025, Associate Professor, Hiroshima University, Japan
- 2023–2025, Associate Professor, National Yang Ming Chiao Tung University, Taiwan
- 2022–2023, Researcher, Osaka University, Japan
- 2021–2022, Research Assistant Professor, Lingnan University, Hong Kong
- 2017–2021, Postdoctoral Fellow, City University of Hong Kong, Hong Kong
- 2023–2025, Associate Professor, National Yang Ming Chiao Tung University, Taiwan
[Selected Publications]
-
Y. Lou*,
C. Wu,
L. Chen, W. Huang, L. Zhou,
L. Wang,
and G. Chen,
"Exploring the Potential for Enhancing Structural Robustness of Complex Networks,"
IEEE Computational Intelligence Magazine,
doi:10.1109/MCI.2025.3599463 (2025) Accepted
- C. Wu, Y. Lou*, J. Li, L. Wang, S. Xie, and G. Chen, "A Multitask Network Robustness Analysis System Based on the Graph Isomorphism Network,"
IEEE Transactions on Cybernetics,
54 (11): 6630–6642; doi:10.1109/TCYB.2024.3422430 (2024) [OA]
- Y. Lou*, C. Wu, J. Li, L. Wang, and G. Chen, "Network Robustness Prediction: Influence of Training Data Distributions,"
IEEE Transactions on Neural Networks and Learning Systems,
35 (10): 13496–13507; doi:10.1109/TNNLS.2023.3269753 (2024)
- Y. Lou*, R. Wu, J. Li, L. Wang, X. Li, and G. Chen, "A Learning Convolutional Neural Network Approach for Network Robustness Prediction,"
IEEE Transactions on Cybernetics,
53 (7): 4531–4544; doi:10.1109/TCYB.2022.3207878 (2023)
- Y. Lou*, L. Wang, and G. Chen, "Structural Robustness of Complex Networks: A Survey of A Posteriori Measures,"
IEEE Circuits and Systems Magazine,
23 (1): 12–35; doi:10.1109/MCAS.2023.3236659 (2023)
- Y. Lou, Y. He, L. Wang, and G. Chen, "Predicting Network Controllability Robustness: A Convolutional Neural Network Approach,"
IEEE Transactions on Cybernetics,
52 (5): 4052–4063; doi:10.1109/TCYB.2020.3013251 (2022)
[Impact Factor = 9.4]- Y. Lou, Y. He, L. Wang, K.F. Tsang, and G. Chen, "Knowledge-Based Prediction of Network Controllability Robustness,"
IEEE Transactions on Neural Networks and Learning Systems,
33 (10): 5739–5750; doi:10.1109/TNNLS.2021.3071367 (2022)
- C. Wu, Y. Lou*, J. Li, L. Wang, S. Xie, and G. Chen, "A Multitask Network Robustness Analysis System Based on the Graph Isomorphism Network,"
[Academic Services]
-
Academic Editor:
PLoS One [Info]
PLoS Complex Systems [Info]
Journal of Applied Mathematics [Info]
- Guest Editor:
Chaos: An Interdisciplinary Journal of Nonlinear Science [Link]
Mathematics [Link]
Discover Applied Sciences [Link]
Axioms [Link]
Algorithms [Link] - Guest Editor:
ORCID
|
Google Scholar
|
Scopus
|
ResearchMap
| |||||
