Cheon, M. (2026). Rescene: band-limited stochastic forcing turns a frozen neural weather operator into a climate emulator. arXiv preprint arXiv:2608.09971.
Mun, C., Ha, H., Jung, T., & Cheon, M*. (2026). MambaOutRS: A hybrid CNN-Fourier architecture for remote sensing image classification. ICT Express.
Cheon, M. (2026). Beyond Linear Superposition: Discovering Climate Features in AI Weather Models with KAN-SAE. arXiv preprint arXiv:2605.17493.
Cheon, M. (2026). Demystifying KAN for Vision Tasks: The RepKAN Approach. arXiv preprint arXiv:2603.06002.
Cheon, M. (2026). Sonny: Breaking the Compute Wall in Medium-Range Weather Forecasting. arXiv preprint arXiv:2603.21284.
Joo, H., & Cheon, M*. (2026). HABAEK: High-Performance Water Segmentation Through Dataset Expansion. KSII Transactions on Internet & Information Systems, 20(4), 1708.
Cheon, M. (2026). KAN-CL: Per-Knot Importance Regularization for Continual Learning with Kolmogorov-Arnold Networks. arXiv preprint arXiv:2605.12306.