Recent News

[Until 09/2024] Call For Papers.
[07/2024] Paper published in IEEE TCYB.
[02/2024] NYCU Seminar Research Data Roadmap.
[11/2023] Honoured to receive ｢紀念沈力揚教授｣ 112講師級研究與進修獎助.
[11/2023] Honoured to receive the title of H&J Youth Chair.
[10/2023] Paper published in IEEE TCSI.
[08/2023] Joined NYCU-CS.
[05/2023] Paper published in IEEE TNNLS.
[04/2023] Survey paper published in IEEE MCAS.
[04/2023] Paper published in ICLR 2023.
[10/2022] Paper published in IEEE TCYB.

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 (NYCU)
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. 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, Lingnan University (Hong Kong), and Osaka University.

Specifically, from 2017 to 2021, I worked as a Postdoctoral Research Fellow at the Centre for Complexity and Complex Networks and the Department of Electrical Engineering, City University of Hong Kong, with Professor Guanrong Chen (IEEE Life Fellow). From 2022 to 2023, I worked as a Specially Appointed Researcher, with Professor Hideyuki Shimonishi and Professor Masayuki Murata, at the Graduate School of Information Science and Technology, Osaka University, Japan.

My current research interests include Network Science, Machine Learning, Graph Learning, and Evolutionary Computation.

[Join Us!] We are recruiting self-motivated Ph.D. tand M.Sc. students, who are interested in utilizing Graph Learning, Large Language Model, Evolutionary Computing and other computational methods to solve meaningful problems in Networked Systems.


[Selected Publications]

  1. new 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, doi:10.1109/TCYB.2024.3422430 (2024) [Open Access] [Impact Factor = 9.4]
  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, doi:10.1109/TNNLS.2023.3269753 (2023) [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: yanglou[at]cs.nycu.edu.tw
  • Tel: +886-03-5712121#56613
  • Lab: 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://researchmap.jp/ylou ResearchMap https://scholar.nycu.edu.tw/en/persons/yang-lou NYCU Scholar