Jun-Gi Jang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 29

Top Topics

Tensor Decomposition

Memory Efficient

Multitask Learning

Top Venues

ACM Trans. Knowl. Discov. Data

Publications

Taehyung Kwon, Jihoon Ko, Jinhong Jung, Jun-Gi Jang, Kijung Shin
Compact Decomposition of Irregular Tensors for Data Compression: From Sparse to Dense to High-Order Tensors. KDD (2024)
Junghun Kim, Ka Hyun Park, Jun-Gi Jang, U Kang
Fast and Accurate Domain Adaptation for Irregular Tensor Decomposition. KDD (2024)
Jun-Gi Jang, Sooyeon Shim, Vladimir Egay, Jeeyong Lee, Jongmin Park, Suhyun Chae, U Kang
Accurate Open-Set Recognition for Memory Workload. ACM Trans. Knowl. Discov. Data 17 (9) (2023)
Jun-Gi Jang, Jeongyoung Lee, Yong-chan Park, U Kang
Fast and Accurate Dual-Way Streaming PARAFAC2 for Irregular Tensors - Algorithm and Application. CoRR (2023)
Jun-Gi Jang, U Kang
Static and Streaming Tucker Decomposition for Dense Tensors. ACM Trans. Knowl. Discov. Data 17 (5) (2023)
Jun-Gi Jang, Jeongyoung Lee, Yong-chan Park, U Kang
Fast and Accurate Dual-Way Streaming PARAFAC2 for Irregular Tensors - Algorithm and Application. KDD (2023)
Jun-Gi Jang, Chun Quan, Hyun Dong Lee, U Kang
Falcon: lightweight and accurate convolution based on depthwise separable convolution. Knowl. Inf. Syst. 65 (5) (2023)
Jun-Gi Jang, U Kang
DPar2: Fast and Scalable PARAFAC2 Decomposition for Irregular Dense Tensors. ICDE (2022)
Jun-Gi Jang, Sooyeon Shim, Vladimir Egay, Jeeyong Lee, Jongmin Park, Suhyun Chae, U Kang
Accurate Open-set Recognition for Memory Workload. CoRR (2022)
Dawon Ahn, Jun-Gi Jang, U Kang
Time-aware tensor decomposition for sparse tensors. Mach. Learn. 111 (4) (2022)
Hyunsik Jeon, Jun-Gi Jang, Taehun Kim, U Kang
Accurate Bundle Matching and Generation via Multitask Learning with Partially Shared Parameters. CoRR (2022)
Jun-Gi Jang, Moonjeong Park, Jongwuk Lee, Lee Sael
Large-scale tucker Tensor factorization for sparse and accurate decomposition. J. Supercomput. 78 (16) (2022)
Jun-Gi Jang, U Kang
DPar2: Fast and Scalable PARAFAC2 Decomposition for Irregular Dense Tensors. CoRR (2022)
Jun-Gi Jang, Chaeheum Park, Changwon Jang, Geonsoo Kim, U Kang
Finding Key Structures in MMORPG Graph with Hierarchical Graph Summarization. ACM Trans. Knowl. Discov. Data 16 (6) (2022)
Jun-Gi Jang, Jeongyoung Lee, Jiwon Park, U Kang
Accurate PARAFAC2 Decomposition for Temporal Irregular Tensors with Missing Values. Big Data (2022)
Moonjeong Park, Jun-Gi Jang, Lee Sael
VEST: Very Sparse Tucker Factorization of Large-Scale Tensors. BigComp (2021)
Jun-Gi Jang, U Kang
Fast and Memory-Efficient Tucker Decomposition for Answering Diverse Time Range Queries. KDD (2021)
Dawon Ahn, Jun-Gi Jang, U Kang
Time-Aware Tensor Decomposition for Sparse Tensors. DSAA (2021)
Yong-chan Park, Jun-Gi Jang, U Kang
Fast and Accurate Partial Fourier Transform for Time Series Data. KDD (2021)
Yong-chan Park, Jun-Gi Jang, U Kang
Fast Partial Fourier Transform. CoRR (2020)
Jun-Gi Jang, Chaeheum Park, Changwon Jang, Geonsoo Kim, U Kang
Finding Key Structures in MMORPG Graph with Hierarchical Graph Summarization. CoRR (2020)
Dawon Ahn, Jun-Gi Jang, U Kang
Time-Aware Tensor Decomposition for Missing Entry Prediction. CoRR (2020)
Jun-Gi Jang, U Kang
D-Tucker: Fast and Memory-Efficient Tucker Decomposition for Dense Tensors. ICDE (2020)
Chun Quan, Jun-Gi Jang, Hyun Dong Lee, U Kang
FALCON: Fast and Lightweight Convolution for Compressing and Accelerating CNN. CoRR (2019)
Moonjeong Park, Jun-Gi Jang, Lee Sael
VeST: Very Sparse Tucker Factorization of Large-Scale Tensors. CoRR (2019)
Sejoon Oh, Namyong Park, Jun-Gi Jang, Lee Sael, U Kang
High-Performance Tucker Factorization on Heterogeneous Platforms. IEEE Trans. Parallel Distributed Syst. 30 (10) (2019)
Jun-Gi Jang, Dongjin Choi, Jinhong Jung, U Kang
TR-SVD: Fast and Memory Efficient Method for Time Ranged Singular Value Decomposition. CoRR (2018)
Jun-Gi Jang, Dongjin Choi, Jinhong Jung, U Kang
Zoom-SVD: Fast and Memory Efficient Method for Extracting Key Patterns in an Arbitrary Time Range. CIKM (2018)
Dongjin Choi, Jun-Gi Jang, U Kang
Fast, Accurate, and Scalable Method for Sparse Coupled Matrix-Tensor Factorization. CoRR (2017)