| S3CMTF: Fast, accurate, and scalable method for incomplete coupled matrix-tensor factorization D Choi, JG Jang, U Kang PloS one 14 (6), e0217316, 2019 | 43* | 2019 |
| D-tucker: Fast and memory-efficient tucker decomposition for dense tensors JG Jang, U Kang 2020 IEEE 36th International Conference on Data Engineering (ICDE), 1850-1853, 2020 | 30 | 2020 |
| High-performance tucker factorization on heterogeneous platforms S Oh, N Park, JG Jang, L Sael, U Kang IEEE Transactions on Parallel and Distributed Systems 30 (10), 2237-2248, 2019 | 30 | 2019 |
| Time-aware tensor decomposition for sparse tensors D Ahn, JG Jang, U Kang 2021 IEEE 8th International Conference on Data Science and Advanced …, 2021 | 28 | 2021 |
| Falcon: lightweight and accurate convolution based on depthwise separable convolution JG Jang, C Quan, HD Lee, U Kang Knowledge and Information Systems 65 (5), 2225-2249, 2023 | 25* | 2023 |
| Fast and memory-efficient tucker decomposition for answering diverse time range queries JG Jang, U Kang Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 25 | 2021 |
| Static and streaming tucker decomposition for dense tensors JG Jang, U Kang ACM Transactions on Knowledge Discovery from Data 17 (5), 1-34, 2023 | 18 | 2023 |
| Zoom-svd: Fast and memory efficient method for extracting key patterns in an arbitrary time range JG Jang, D Choi, J Jung, U Kang Proceedings of the 27th ACM International Conference on Information and …, 2018 | 17 | 2018 |
| Fast and accurate partial fourier transform for time series data Y Park, JG Jang, U Kang Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 16* | 2021 |
| VeST: Very sparse tucker factorization of large-scale tensors M Park, JG Jang, L Sael 2021 IEEE International Conference on Big Data and Smart Computing (BigComp …, 2021 | 14 | 2021 |
| Dpar2: Fast and scalable parafac2 decomposition for irregular dense tensors JG Jang, U Kang 2022 IEEE 38th International Conference on Data Engineering (ICDE), 2454-2467, 2022 | 11 | 2022 |
| Accurate bundle matching and generation via multitask learning with partially shared parameters H Jeon, JG Jang, T Kim, U Kang Plos one 18 (3), e0280630, 2023 | 9 | 2023 |
| Accurate PARAFAC2 decomposition for temporal irregular tensors with missing values JG Jang, J Lee, J Park, U Kang 2022 IEEE International Conference on Big Data (Big Data), 982-991, 2022 | 6 | 2022 |
| TUCKET: A tensor time series data structure for efficient and accurate factor analysis over time ranges R Qiu, JG Jang, X Lin, L Liu, H Tong arXiv preprint arXiv:2501.06647, 2025 | 4 | 2025 |
| Fast and accurate dual-way streaming parafac2 for irregular tensors-algorithm and application JG Jang, J Lee, Y Park, U Kang Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 4 | 2023 |
| Fast and accurate interpretation of workload classification model S Shim, D Kim, JG Jang, S Chae, J Lee, U Kang Plos one 18 (3), e0282595, 2023 | 4 | 2023 |
| Large-scale tucker Tensor factorization for sparse and accurate decomposition JG Jang, M Park, J Lee, L Sael The Journal of Supercomputing 78 (16), 17992-18022, 2022 | 4 | 2022 |
| Fast and accurate domain adaptation for irregular tensor decomposition J Kim, KH Park, JG Jang, U Kang Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024 | 2 | 2024 |
| Fast and accurate parafac2 decomposition for time range queries on irregular tensors JG Jang, Y Park, U Kang Proceedings of the 33rd ACM International Conference on Information and …, 2024 | 1 | 2024 |
| 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 |
U KangProfessor of Computer Science and Engineering, Seoul National UniversityAdresă de e-mail confirmată pe snu.ac.kr
