| Slicenstitch: Continuous cp decomposition of sparse tensor streams T Kwon, I Park, D Lee, K Shin 2021 IEEE 37th International Conference on Data Engineering (ICDE), 816-827, 2021 | 16 | 2021 |
| Begin: Extensive benchmark scenarios and an easy-to-use framework for graph continual learning J Ko, S Kang, T Kwon, H Moon, K Shin ACM Transactions on Intelligent Systems and Technology 16 (1), 1-22, 2025 | 10 | 2025 |
| Learning to pool in graph neural networks for extrapolation J Ko, T Kwon, K Shin, J Lee arXiv preprint arXiv:2106.06210, 2021 | 6 | 2021 |
| Neukron: Constant-size lossy compression of sparse reorderable matrices and tensors T Kwon, J Ko, J Jung, K Shin Proceedings of the ACM Web Conference 2023, 71-81, 2023 | 5 | 2023 |
| Tensorcodec: Compact lossy compression of tensors without strong data assumptions T Kwon, J Ko, J Jung, K Shin 2023 IEEE International Conference on Data Mining (ICDM), 229-238, 2023 | 4 | 2023 |
| Compact decomposition of irregular tensors for data compression: From sparse to dense to high-order tensors T Kwon, J Ko, J Jung, JG Jang, K Shin Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024 | 1 | 2024 |
| Compact lossy compression of tensors via neural tensor-train decomposition T Kwon, J Ko, J Jung, JG Jang, K Shin Knowledge and Information Systems 67 (2), 1169-1211, 2025 | | 2025 |
| ELiCiT: Effective and Lightweight Lossy Compression of Tensors J Ko, T Kwon, J Jung, K Shin 2024 IEEE International Conference on Data Mining (ICDM), 171-180, 2024 | | 2024 |
| Finding a concise, precise, and exhaustive set of near bi-cliques in dynamic graphs H Shin, T Kwon, N Shah, K Shin Proceedings of the Fifteenth ACM International Conference on Web Search and …, 2022 | | 2022 |
| NeuKron: constant-space lossy compression of sparse reorderable matrices T Kwon 한국과학기술원, 2022 | | 2022 |
| Kronecker Generative Models for Power Law Patterns in Real-World Hypergraphs M Choe, J Ko, T Kwon, K Shin, C Faloutsos THE WEB CONFERENCE 2025, 0 | | |
| Continuous CP Decomposition of Sparse Tensor Streams T Kwon, I Park, D Lee, K Shin | | |
Kijung ShinAssociate Professor, KAISTEmail yang diverifikasi di kaist.ac.kr