논문

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2024

Hyeonmo Koo, Dongsu Bak, Inkyu Park, Sungwook E. Hong, Jae-Weon Lee,2024. Final parsec problem of black hole mergers and ultralight dark matter, ScienceDirect.

2024

Soonyeol Hwang, Eunkyung Lee, Hongseok Oh, Youngmin Yi*, “FASOP: Fast yet Accurate Automated Search for Optimal Parallelization of Transformers on Heterogeneous GPU Clusters,” to appear in the proceedings of International Symposium on High-Performance Parallel and Distributed Computing(HPDC), Jun. 2024.

2024

장규용, 김성순, 최진우, 김민종, 백지현, Liu T.K., 이정환, 유종석, 서관용, 박종혁, Subnanometer heterointerface confined in 10 nm-scale nanocubes boosting photovoltaic alkaline eater elevtrolysis. Aanced Energy Materials, Volume14, Issue14, 2303924.

2024

An, S. and Jeon, J.J., 2024. Customization of latent space in semi-supervised Variational AutoEncoder. Pattern Recognition Letters, 177, 54-60.

2023

Changdae Oh, Junhyuk So, Hoyoon Byun, YongTaek Lim, Minchul Shin, Jong-June Jeon, Kyungwoo Song,2023. Geodesic Multi-Modal Mixup for Robust Fine-Tuning. NeuRIPS 2023.

2023

전성재, 이영민., 2023, 효울적인 언센서 추론을 위한 초소형 신경망 구조 자동 탐색 기법. KSC 2023.

2023

이은경, 이영민, ZeRO 최적화 기법을 고려한 트랜스포머 모델의 3차원 병렬적 분산딥러닝 통신 시간 예측,  한국정보과학회 학술발표논문집, 49-51.

2023

Jung, J.H. and Eom, Y.H., 2023. Empirical analysis of congestion spreading in Seoul traffic network. Physical Review E, 108(5), 054312. 

2023

Youngju Park, Yeonju Kim, Bheema Lingam Chittari, Jeil Jung, 2023. Topological flat bands in rhombohedral tetralayer and multilayer graphene on hexagonal boron nitride moiré superlattices. PHYSICAL REVIEW B. 108(15), 115406,1-16. 

2023

An, S. and Jeon, J.J., 2023, November. Distributional Learning of Variational AutoEncoder: Application to Synthetic Data Generation. In Thirty-seventh Conference on Neural Information Processing Systems.

2023

An, S., Song, K. and Jeon, J.J., 2023. Causally Disentangled Generative Variational AutoEncoder. Frontier in Artificial Intelligence and Applications, 372, 93-100. 

2023

Bhowmik, S., Ghawri, B., Park, Y., Lee, D., Datta, S., Soni, R., Watanabe, K., Taniguchi, T., Ghosh, A., Jung, J. and Chandni, U., 2023. Spin-orbit coupling-enhanced valley ordering of malleable bands in twisted bilayer graphene on WSe2. Nature Communications, 14(1), 4055.

2023

Dale, N., Utama, M.I.B., Lee, D., Leconte, N., Zhao, S., Lee, K., Taniguchi, T., Watanabe, K., Jozwiak, C., Bostwick, A. and Rotenberg, E., 2023. Layer-dependent interaction effects in the electronic structure of twisted bilayer graphene devices. Nano Letters, 23(15), 6799-6806.

2023

Bootharaju, M.S.,  Lee, C.W., Deng, G., Kim, H., Lee, K., Lee, S., Chang, H., Lee, S., Sung, Y.E., Yoo, J.S., Zheng, N., Hyeon, T., 2023, Atom-Precise Heteroatom Core-Tailoring of Nanoclusters for Enhanced Solar Hydrogen Generation. Advanced Materials. 35(18), 2207765.