Taehyung Kwon

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 11

Top Topics

Data Compression

Tensor Factorization

Top Venues

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)
Taehyung Kwon, Jihoon Ko, Jinhong Jung, Kijung Shin
NeuKron: Constant-Size Lossy Compression of Sparse Reorderable Matrices and Tensors. WWW (2023)
Taehyung Kwon, Jihoon Ko, Jinhong Jung, Kijung Shin
TensorCodec: Compact Lossy Compression of Tensors without Strong Data Assumptions. CoRR (2023)
Taehyung Kwon, Jihoon Ko, Jinhong Jung, Kijung Shin
NeuKron: Constant-Size Lossy Compression of Sparse Reorderable Matrices and Tensors. CoRR (2023)
Taehyung Kwon, Jihoon Ko, Jinhong Jung, Kijung Shin
TensorCodec: Compact Lossy Compression of Tensors without Strong Data Assumptions. ICDM (2023)
Hyeonjeong Shin, Taehyung Kwon, Neil Shah, Kijung Shin
Finding a Concise, Precise, and Exhaustive Set of Near Bi-Cliques in Dynamic Graphs. WSDM (2022)
Jihoon Ko, Taehyung Kwon, Kijung Shin, Juho Lee
Learning to Pool in Graph Neural Networks for Extrapolation. CoRR (2021)
Taehyung Kwon, Inkyu Park, Dongjin Lee, Kijung Shin
SliceNStitch: Continuous CP Decomposition of Sparse Tensor Streams. CoRR (2021)
Taehyung Kwon, Inkyu Park, Dongjin Lee, Kijung Shin
SliceNStitch: Continuous CP Decomposition of Sparse Tensor Streams. ICDE (2021)
Hyeonjeong Shin, Taehyung Kwon, Neil Shah, Kijung Shin
Finding a Concise, Precise, and Exhaustive Set of Near Bi-Cliques in Dynamic Graphs. CoRR (2021)
Hyeonsoo Jeong, Samsun Sung, Taehyung Kwon, Minseok Seo, Kelsey Caetano-Anollés, Sang Ho Choi, Seoae Cho, Arshan Nasir, Heebal Kim
HGTree: database of horizontally transferred genes determined by tree reconciliation. Nucleic Acids Res. 44 (Database-Issue) (2016)