| Graph neural controlled differential equations for traffic forecasting J Choi, H Choi, J Hwang, N Park Proceedings of the AAAI Conference on Artificial Intelligence 36 (6), 6367-6374, 2022 | 177 | 2022 |
| Climate modeling with neural diffusion equations J Hwang, J Choi, H Choi, K Lee, D Lee, N Park 2021 IEEE International Conference on Data Mining (ICDM), 230-239, 2021 | 20 | 2021 |
| Toward compact deep neural networks via energy-aware pruning SK Yeom, KH Shim, JH Hwang arXiv preprint arXiv:2103.10858, 2021 | 14 | 2021 |
| Climate modeling with neural advection–diffusion equation H Choi, J Choi, J Hwang, K Lee, D Lee, N Park Knowledge and Information Systems 65 (6), 2403-2427, 2023 | 12 | 2023 |
| Learning Over Molecular Conformer Ensembles: Datasets and Benchmarks Y Zhu, J Hwang, K Adams, Z Liu, B Nan, B Stenfors, Y Du, J Chauhan, ... The Twelfth International Conference on Learning Representations, 2023 | 1 | 2023 |
| Regularizing image classification neural networks with partial differential equations J Kim, S Hwang, J Hwang, K Lee, D Lee, N Park | 1 | 2021 |
| Spatiotemporal data processing apparatus and method based on graph neural controlled differential equation N Park, C Jeongwhan, J Hwang, C Hwangyong US Patent App. 18/085,109, 2024 | | 2024 |
| Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems Z Huang, J Hwang, J Zhang, J Baik, W Zhang, D Wodarz, Y Sun, Q Gu, ... arXiv preprint arXiv:2403.00178, 2024 | | 2024 |
