| Learning Entropy Production via Neural Networks DK Kim, Y Bae, S Lee, H Jeong Physical Review Letters 125 (14), 140604, 2020 | 64 | 2020 |
| Multidimensional entropic bound: Estimator of entropy production for Langevin dynamics with an arbitrary time-dependent protocol S Lee, DK Kim, JM Park, WK Kim, H Park, JS Lee Physical Review Research 5 (1), 013194, 2023 | 21 | 2023 |
| Estimating entropy production with odd-parity state variables via machine learning DK Kim, S Lee, H Jeong Physical Review Research 4 (2), 023051, 2022 | 11 | 2022 |
| SUBTLE: An unsupervised platform with temporal link embedding that maps animal behavior J Kwon, S Kim, DK Kim, J Joo, SH Kim, M Cha, CJ Lee International Journal of Computer Vision 132 (10), 4589-4615, 2024 | 10 | 2024 |
| Spontaneous emergence of rudimentary music detectors in deep neural networks G Kim, DK Kim, H Jeong Nature Communications 15 (1), 148, 2024 | 10 | 2024 |
| Transformer as a hippocampal memory consolidation model based on NMDAR-inspired nonlinearity DK Kim, J Kwon, M Cha, C Lee Advances in Neural Information Processing Systems 36, 14637-14664, 2023 | 9 | 2023 |
| Multi-label classification of historical documents by using hierarchical attention networks DK Kim, B Lee, D Kim, H Jeong Journal of the Korean Physical Society 76 (5), 368-377, 2020 | 8 | 2020 |
| Inferring dissipation maps from videos using convolutional neural networks Y Bae, DK Kim, H Jeong Physical Review Research 4 (3), 033094, 2022 | 7* | 2022 |
| Deep reinforcement learning for feedback control in a collective flashing ratchet DK Kim, H Jeong Physical Review Research 3 (2), L022002, 2021 | 3 | 2021 |
| Training Dynamics of Parametric and In-Context Knowledge Utilization in Language Models M Kim, DK Kim, J Kwon, N Yang, K Jung, M Cha arXiv preprint arXiv:2510.02370, 2025 | 1 | 2025 |
| Neural classification of terrestrial biomes V Shen, DK Kim, E Zeller, M Cha 2023 IEEE International Conference on Big Data and Smart Computing (BigComp …, 2023 | 1 | 2023 |
| Erase or Hide? Suppressing Spurious Unlearning Neurons for Robust Unlearning N Yang, DK Kim, J Kwon, M Kim, K Jung, M Cha arXiv preprint arXiv:2509.22263, 2025 | | 2025 |
| Bilinear relational structure fixes reversal curse and enables consistent model editing DK Kim, M Kim, J Kwon, N Yang, M Cha arXiv preprint arXiv:2509.21993, 2025 | | 2025 |
| Uncovering Emergent Physics Representations Learned In-Context by Large Language Models Y Song, J Bae, DK Kim, H Jeong arXiv preprint arXiv:2508.12448, 2025 | | 2025 |
| In Search of the Engram in LLMs: A Neuroscience Perspective on the Memory Functions in AI Models M Kim, J Kwon, DK Kim, M Cha The Fourth Blogpost Track at ICLR 2025, 2025 | | 2025 |
Hawoong JeongProfessor of Physics, KAISTVerified email at kaist.edu
