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
388 2020 Efficient active search for combinatorial optimization problems A Hottung, YD Kwon, K Tierney
arXiv preprint arXiv:2106.05126, 2021
127 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
101 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
69 2022 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
59 2021 Femtojoule-scale all-optical latching and modulation via cavity nonlinear optics YD Kwon, MA Armen, H Mabuchi
Physical review letters 111 (20), 203002, 2013
43 2013 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
26 2018 Experimental methods for trapping ions using microfabricated surface ion traps S Hong, M Lee, YD Kwon, T Kim
Journal of Visualized Experiments: Jove, 56060, 2017
26 2017 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
23 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
21 2019 Cost shaping via reinforcement learning for vehicle routing problems YD Kwon, J Choo, D Bae, J Kim, A Hottung
The EURO Meets NeurIPS, 2022
7 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
6 2021 Apparatus and method of image clustering BJ Kim, JH Choo, YD Kwon, IJ Yoon, P Du Won
US Patent 11,645,361, 2023
5 2023 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
3 2024 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 Reinforcement learning to learn quantum states for Heisenberg scaling accuracy J Jae, J Hong, J Choo, YD Kwon
arXiv preprint arXiv:2412.02334, 2024
1 2024 Coherent control of H Jeon, N Park, J Yu, YD Kwon, D Yum, W Jhe
Journal of the Korean Physical Society 78, 251-258, 2021
1 2021 Apparatus and method for training reinforcement learning model for use in combinatorial optimization YD Kwon, JH Choo, IJ Yoon, BJ Kim
US Patent 12,198,019, 2025
2025 