https://scholar.nycu.edu.tw/en/persons/yang-lou   Welcome to Felix's Homepage

Felix, Yang Lou   Ph.D., SMIEEE, FHEA   柴原 (しばはら) フィリックス

Assistant Professor
H&J Youth Chair Professor (華仁青年講座教授)
Department of Computer Science
National Yang Ming Chiao Tung University (國立陽明交通大學, NYCU)
Hsinchu, Taiwan

[Profile] I am an Assistant Professor (H&J Youth Chair Professor) at the Department of Computer Science, National Yang Ming Chiao Tung University, Taiwan. Meanwhile, I am the Principal Investigator of the Network Science and Graph Learning Lab and a Member of the Communication Service/Software Lab. I received the Ph.D. degree from the Department of Electrical Engineering, City University of Hong Kong, Hong Kong, in 2017. From 2017 to 2023, I held different research and academic positions at City University of Hong Kong, Hong Kong; Lingnan University, Hong Kong; and Osaka University, Osaka, Japan.

My current research interests include Network Science & Engineering, Machine & Graph Learning, and Optimization.

[Join Us!] We are recruiting self-motivated Ph.D. and M.Sc. students, who are interested in conducting research utilizing machine learning, evolutionary computing, and other computational methods to solve meaningful problems in communication network systems.


[Selected Publications]

  1. 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,
    vol. 54, no. 11, pp. 6630–6642; doi:10.1109/TCYB.2024.3422430 (2024)
    [Impact Factor = 9.4]
    [Open Access]
  2. 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,
    vol. 35, no. 10, pp. 13496–13507; doi:10.1109/TNNLS.2023.3269753 (2024)
    [Impact Factor = 10.2]
  3. 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,
    vol. 53, no. 7, pp. 4531–4544; doi:10.1109/TCYB.2022.3207878 (2023)
    [Impact Factor = 9.4]
  4. Y. Lou*, L. Wang, and G. Chen, "Structural Robustness of Complex Networks: A Survey of A Posteriori Measures,"
    IEEE Circuits and Systems Magazine,
    vol. 23, no. 1, pp. 12–35; doi:10.1109/MCAS.2023.3236659 (2023)
    [Impact Factor = 5.6]
  5. Y. Lou, Y. He, L. Wang, and G. Chen, "Predicting Network Controllability Robustness: A Convolutional Neural Network Approach,"
    IEEE Transactions on Cybernetics,
    vol. 52, no. 5, pp. 4052–4063; doi:10.1109/TCYB.2020.3013251 (2022)
    [Impact Factor = 9.4]
  6. 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,
    vol. 33, no. 10, pp. 5739–5750; doi:10.1109/TNNLS.2021.3071367 (2022)
    [Impact Factor = 10.2]
  7. Y. Lou*, S.Y. Yuen, and G. Chen, "Non-revisiting Stochastic Search Revisited: Results, Perspectives, and Future Directions,"
    Swarm and Evolutionary Computation,
    vol. 61, 100828; doi:10.1016/j.swevo.2020.100828 (2021)
    [Impact Factor = 8.2]

[Academic Services]

Contact

  • Email: ylou[at]nycu.edu.tw
  • Tel: +886-03-5712121#56613
  • Lab: ES720/ES721, Microelectronics and Information Systems Research Center
  • Office: EC332A, Engineering Building 3
  • No. 1001 University Road, East District, Hsinchu 300, Taiwan

https://orcid.org/0000-0002-8839-8898 ORCID https://scholar.google.com/citations?user=MhN74UwAAAAJ&hl=en Google Scholar https://scholar.nycu.edu.tw/en/persons/yang-lou NYCU Scholar https://www.scopus.com/authid/detail.uri?authorId=55674253300 Scopus