Welcome to Felix's Homepage
Felix, Yang Lou
Assistant Professor Ph.D., SMIEEEDepartment of Computer Science
National Yang Ming Chiao Tung University (NYCU)
Taiwan
[Profile]
I am an Assistant Professor with the
Department of Computer Science,
National Yang Ming Chiao Tung University (NYCU),
Taiwan.
I received the Ph.D. degree from the Department of Electrical Engineering,
City University of Hong Kong, Hong Kong, in 2017,
under the supervision of Professor
Shiu Yin Yuen.
I was a Postdoctoral Research Fellow with the
Centre for Complexity and Complex Networks
and the Department of Electrical Engineering,
City University of Hong Kong,
from 2017 to 2021, under the supervision of Professor
Guanrong Chen,
and a Research Assistant Professor with the Department of Computing and Decision Sciences, Lingnan University, Hong Kong, form 2021 to 2022.
I was also a visiting Associate Professor with the College of Computer Science, Sichuan Normal University, China, in 2022.
From 2022 to 2023, I worked as a Specially Appointed Researcher with 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!] I am looking for M.Sc. and Ph.D. students at the
Department of Computer Science,
National Yang Ming Chiao Tung University.
If you are interested in utilizing Machine Learning, Graph (Representation) Learning, or Evolutionary Computing
to solve meaningful problems in Network Science,
please don't hesitate to email me yanglou[at]cs.nycu.edu.tw
(More Information
for International Students).
[Selected Publications]
-
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 = 10.4]
- 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 = 11.8]
- 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 = 6.9]
- 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 = 11.8]
- 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 = 10.4]
- 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 = 10.0]
- 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 = 11.8]
[Academic Services]
Contact
- Email: yanglou[at]cs.nycu.edu.tw
- Tel: 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
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