| Pomo: Policy optimization with multiple optima for reinforcement learning YD Kwon, J Choo, B Kim, I Yoon, Y Gwon, S Min Advances in Neural Information Processing Systems 33, 21188-21198, 2020 | 262 | 2020 |
| Efficient active search for combinatorial optimization problems A Hottung, YD Kwon, K Tierney arXiv preprint arXiv:2106.05126, 2021 | 89 | 2021 |
| Matrix encoding networks for neural combinatorial optimization YD Kwon, J Choo, I Yoon, M Park, D Park, Y Gwon Advances in Neural Information Processing Systems 34, 5138-5149, 2021 | 65 | 2021 |
| Simulation-guided beam search for neural combinatorial optimization J Choo, YD Kwon, J Kim, J Jae, A Hottung, K Tierney, Y Gwon Advances in Neural Information Processing Systems 35, 8760-8772, 2022 | 47 | 2022 |
| Femtojoule-scale all-optical latching and modulation via cavity nonlinear optics YD Kwon, MA Armen, H Mabuchi Physical review letters 111 (20), 203002, 2013 | 42 | 2013 |
| Selfmatch: Combining contrastive self-supervision and consistency for semi-supervised learning B Kim, J Choo, YD Kwon, S Joe, S Min, Y Gwon arXiv preprint arXiv:2101.06480, 2021 | 41 | 2021 |
| Experimental methods for trapping ions using microfabricated surface ion traps S Hong, M Lee, YD Kwon, T Kim JoVE (Journal of Visualized Experiments), e56060, 2017 | 24 | 2017 |
| Superresolution fluorescence microscopy for 3D reconstruction of thick samples S Park, W Kang, YD Kwon, J Shim, S Kim, BK Kaang, S Hohng Molecular brain 11, 1-9, 2018 | 23 | 2018 |
| A new microfabrication method for ion-trap chips that reduces exposure of dielectric surfaces to trapped ions S Hong, Y Kwon, C Jung, M Lee, T Kim, DD Cho Journal of Microelectromechanical Systems 27 (1), 28-30, 2017 | 21 | 2017 |
| Microelectromechanical-system-based design of a high-finesse fiber cavity integrated with an ion trap M Lee, M Lee, S Hong, K Schüppert, YD Kwon, T Kim, Y Colombe, ... Physical Review Applied 12 (4), 044052, 2019 | 17 | 2019 |
| Seungjai Min, and Youngjune Gwon. Selfmatch: Combining contrastive self-supervision and consistency for semisupervised learning B Kim, J Choo, YD Kwon, S Joe arXiv preprint arXiv:2101.06480 2 (3), 2021 | 16 | 2021 |
| Cost shaping via reinforcement learning for vehicle routing problems YD Kwon, J Choo, D Bae, J Kim, A Hottung The EURO Meets NeurIPS, 2022 | 6 | 2022 |
| Seungjai Min, and Youngjune Gwon. 2021. SelfMatch: Combining Contrastive Self-Supervision and Consistency for Semi-Supervised Learning B Kim, J Choo, YD Kwon, S Joe arXiv preprint arXiv:2101.06480, 2021 | 5 | 2021 |
| Apparatus and method of image clustering BJ Kim, JH Choo, YD Kwon, IJ Yoon, P Du Won US Patent 11,645,361, 2023 | 3 | 2023 |
| Cavity nonlinear optics with a cold atom ensemble on an atom chip: all-optical latching, modulation, and amplification YD Kwon Stanford University, 2013 | 3 | 2013 |
| Method for training image classification model and apparatus for executing the same BJ Kim, JH Choo, YD Kwon, JY Chang, YJ Gwon, SJ Min US Patent 11,823,480, 2023 | 2 | 2023 |
| Apparatus for determining arrangement of objects in space and method thereof JH Choo, IJ Yoon, YD Kwon, JO Uk, SS Kim, JH Goo US Patent 11,367,214, 2022 | 2 | 2022 |
| Apparatus and method for training reinforcement learning model for use in combinatorial optimization YD Kwon, JH Choo, IJ Yoon, BJ Kim US Patent App. 17/077,204, 2021 | 1 | 2021 |
| Coherent control of ion qubit states and thermometry using motional decoherence H Jeon, N Park, J Yu, YD Kwon, D Yum, W Jhe Journal of the Korean Physical Society 78, 251-258, 2021 | 1 | 2021 |
| CAAP: Context-Aware Action Planning Prompting to Solve Computer Tasks with Front-End UI Only J Cho, J Kim, D Bae, J Choo, Y Gwon, YD Kwon arXiv preprint arXiv:2406.06947, 2024 | | 2024 |
