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Jun-Gi Jang
Jun-Gi Jang
Verified email at illinois.edu - Homepage
Title
Cited by
Cited by
Year
S3CMTF: Fast, accurate, and scalable method for incomplete coupled matrix-tensor factorization
D Choi, JG Jang, U Kang
PloS one 14 (6), e0217316, 2019
41*2019
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
312019
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
232020
Time-aware tensor decomposition for sparse tensors
D Ahn, JG Jang, U Kang
2021 IEEE 8th International Conference on Data Science and Advanced …, 2021
212021
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
172021
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
13*2023
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
132021
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
132018
Static and streaming tucker decomposition for dense tensors
JG Jang, U Kang
ACM Transactions on Knowledge Discovery from Data 17 (5), 1-34, 2023
102023
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
7*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
52022
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
42023
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
32023
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
32022
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
32022
Memory test drive
U Kang, SH Chae, JM Park, JG Jang, JY Lee, S Shim, VV Egay
US Patent App. 18/301,842, 2023
2023
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
2023
Accurate Open-Set Recognition for Memory Workload
JG Jang, S Shim, V Egay, J Lee, J Park, S Chae, U Kang
ACM Transactions on Knowledge Discovery from Data 17 (9), 1-14, 2023
2023
Finding Key Structures in MMORPG Graph with Hierarchical Graph Summarization
JG Jang, C Park, C Jang, G Kim, U Kang
ACM Transactions on Knowledge Discovery from Data (TKDD) 16 (6), 1-21, 2022
2022
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Articles 1–19