| Deep reinforcement learning with a critic-value-based branch tree for the inverse design of two-dimensional optical devices HS Hwang, M Lee, J Seok Applied Soft Computing 127, 109386, 2022 | 15 | 2022 |
| Stabilized GAN models training with kernel-histogram transformation and probability mass function distance J Seo, HS Hwang, M Lee, J Seok Applied Soft Computing 164, 112003, 2024 | 10 | 2024 |
| Generative Adversarial Soft Actor–Critic HS Hwang, Y Kim, J Seok IEEE Transactions on Neural Networks and Learning Systems, 2024 | 4 | 2024 |
| Deriving Optimal Atomic Layer Deposition Process Conditions Using Machine Learning J Seo, HS Hwang, S Park, S Lee, DS Kim, ST Lim, J Seok Journal of Industrial Information Integration, 100879, 2025 | 3 | 2025 |
| A Multi-Stage Deep Learning Approach Incorporating Text-Image and Image-Image Comparisons for Cheapfake Detection J Seo, HS Hwang, J Lee, M Lee, W Kim, J Seok Proceedings of the 2024 International Conference on Multimedia Retrieval …, 2024 | 3 | 2024 |
| Mitigating coordinate transformation for solving partial differential equations with physic-informed neural networks HS Hwang, S Son, Y Kim, J Seok 2022 Thirteenth International Conference on Ubiquitous and Future Networks …, 2022 | 2 | 2022 |
| Adversarial environment design for crowd navigation based on deep reinforcement learning J Kim, HS Hwang, J Seok Engineering Applications of Artificial Intelligence 159, 111621, 2025 | 1 | 2025 |
