広島大学

基本情報

主な職歴

• 2022年11月, 2023年07月, 大阪大学, 特任研究員
• 2023年08月, 2025年01月, Natioal Yang Ming Chiao Tung University, Assistant Professor
• 2025年02月, 2025年07月, National Yang Ming Chiao Tung University, Associate Professor
• 2025年08月01日, 広島大学, 大学院先進理工系科学研究科, 准教授

学位

• 博士（Electronic Engineering）　(香港城市大学)

研究活動

学術論文（★は代表的な論文）

1. ★, Exploring the Potential for Enhancing Structural Robustness of Complex Networks, IEEE Computational Intelligence Magazine, 20巻, 4号, pp. 83-98, 202510
2. ★, A Multitask Network Robustness Analysis System Based on the Graph Isomorphism Network, IEEE Transactions on Cybernetics, 54巻, 11号, pp. 6630-6642, 202411
3. ★, Network Robustness Prediction: Influence of Training Data Distributions, IEEE Transactions on Neural Networks and Learning Systems, 35巻, 10号, pp. 13496-13507, 202410
4. ★, A Learning Convolutional Neural Network Approach for Network Robustness Prediction, IEEE Transactions on Cybernetics, 53巻, 7号, pp. 4531-4544, 202307
5. ★, Structural Robustness of Complex Networks: A Survey of A Posteriori Measures, IEEE Circuits and Systems Magazine, 23巻, 1号, pp. 12-35, 202301
6. ★, Knowledge-Based Prediction of Network Controllability Robustness, IEEE Transactions on Neural Networks and Learning Systems, 33巻, 10号, pp. 5739-5750, 202210
7. ★, Predicting Network Controllability Robustness: A Convolutional Neural Network Approach, IEEE Transactions on Cybernetics, 52巻, 5号, pp. 4052-4063, 202205
8. Toward Stronger Robustness of Network Controllability: A Snapback Network Model, IEEE Transactions on Circuits and Systems I: Regular Papers, 65巻, 9号, pp. 2983-2991, 201809
9. A Comparative Study on Controllability Robustness of Complex Networks, IEEE Transactions on Circuits and Systems II: Express Briefs, 66巻, 5号, pp. 828-832, 201905
10. Towards Optimal Robustness of Network Controllability: An Empirical Necessary Condition, IEEE Transactions on Circuits and Systems I: Regular Papers, 67巻, 9号, pp. 3163-3174, 202009
11. Searching Better Rewiring Strategies and Objective Functions for Stronger Controllability Robustness, IEEE Transactions on Circuits and Systems II: Express Briefs, 68巻, 6号, pp. 2112-2116, 202106
12. A Convolutional Neural Network Approach to Predicting Network Connectedness Robustness, IEEE Transactions on Network Science and Engineering, 8巻, 4号, pp. 3209-3219, 202110
13. SPP-CNN: An Efficient Framework for Network Robustness Prediction, IEEE Transactions on Circuits and Systems I: Regular Papers, 70巻, 10号, pp. 4067-4079, 202310