| Decentralized multi-agent reinforcement learning for task offloading under uncertainty Y Xu, A Feriani, E Hossain arXiv preprint arXiv:2107.08114, 2021 | 7 | 2021 |
| ResKoopNet: Learning Koopman Representations for Complex Dynamics with Spectral Residuals Y Xu, K Shao, N Logothetis, Z Shen International Conference on Machine Learning (ICML), 2025, 2025 | 5 | 2025 |
| A Data-Driven Framework for Koopman Semigroup Estimation in Stochastic Dynamical Systems Y Xu, K Shao, I Ishikawa, Y Hashimoto, N Logothetis, Z Shen Chaos: An Interdisciplinary Journal of Nonlinear Science 35 (10), 2025 | 4 | 2025 |
| A review of machine learning with echo state networks Y Xu Proj. Rep, 2020 | 4 | 2020 |
| Reinforced data-driven estimation for spectral properties of Koopman semigroup in stochastic dynamical systems Y Xu, J Liu, Z Shen, I Ishikawa arXiv preprint arXiv:2509.04265, 2025 | 2 | 2025 |
| Data-Driven Spectral Analysis Through Pseudo-Resolvent Koopman Operator in Dynamical Systems Y Xu, I Sakata, I Ishikawa arXiv preprint arXiv:2512.24953, 2025 | | 2025 |
| Generative Modeling through Spectral Analysis of Koopman Operator Y Xu, F Li, M Fujisawa, Y Marzouk, I Ishikawa arXiv preprint arXiv:2512.18837, 2025 | | 2025 |
| Koopman Spectral Analysis Uncovers the Temporal Structure of Spontaneous Neural Event K Shao, X Yuanchao, L Nikos, S Zhongwei, B Michel Computational and Systems Neuroscience (COSYNE), 2024, 2024 | | 2024 |
Isao IshikawaKyoto UniversityVerified email at kyoto-u.ac.jp
