Taehyung Kwon

19 papers A* 7A 1Journal 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Effective Dataset Distillation for Spatio-Temporal Forecasting with Bi-dimensional Compression.
CoRR
Taehyung Kwon, Yeonje Choi, Yeongho Kim, Kijung Shin
2025 J jnl
BeGin: Extensive Benchmark Scenarios and an Easy-to-use Framework for Graph Continual Learning.
ACM Trans. Intell. Syst. Technol.
Jihoon Ko, Shinhwan Kang, Taehyung Kwon, Heechan Moon, Kijung Shin
2025 J jnl
Compact lossy compression of tensors via neural tensor-train decomposition.
Knowl. Inf. Syst.
Taehyung Kwon, Jihoon Ko, Jinhong Jung, Jun-Gi Jang, Kijung Shin
2025 J jnl
Effective and lightweight lossy compression of tensors: techniques and applications.
Knowl. Inf. Syst.
Jihoon Ko, Taehyung Kwon, Jinhong Jung, Kijung Shin
2025 A* conf
Kronecker Generative Models for Power-Law Patterns in Real-World Hypergraphs.
WWW
Minyoung Choe, Jihoon Ko, Taehyung Kwon, Kijung Shin, Christos Faloutsos
2025 A* conf
Simple yet Effective Node Property Prediction on Edge Streams under Distribution Shifts.
ICDE
Jongha Lee, Taehyung Kwon, Heechan Moon, Kijung Shin
2025 J jnl
Simple yet Effective Node Property Prediction on Edge Streams under Distribution Shifts.
CoRR
Jongha Lee, Taehyung Kwon, Heechan Moon, Kijung Shin
2024 A* conf
Compact Decomposition of Irregular Tensors for Data Compression: From Sparse to Dense to High-Order Tensors.
KDD
Taehyung Kwon, Jihoon Ko, Jinhong Jung, Jun-Gi Jang, Kijung Shin
2024 A* conf
ELiCiT: Effective and Lightweight Lossy Compression of Tensors.
ICDM
Jihoon Ko, Taehyung Kwon, Jinhong Jung, Kijung Shin
2023 A* conf
NeuKron: Constant-Size Lossy Compression of Sparse Reorderable Matrices and Tensors.
WWW
Taehyung Kwon, Jihoon Ko, Jinhong Jung, Kijung Shin
2023 J jnl
NeuKron: Constant-Size Lossy Compression of Sparse Reorderable Matrices and Tensors.
CoRR
Taehyung Kwon, Jihoon Ko, Jinhong Jung, Kijung Shin
2023 A* conf
TensorCodec: Compact Lossy Compression of Tensors without Strong Data Assumptions.
ICDM
Taehyung Kwon, Jihoon Ko, Jinhong Jung, Kijung Shin
2023 J jnl
TensorCodec: Compact Lossy Compression of Tensors without Strong Data Assumptions.
CoRR
Taehyung Kwon, Jihoon Ko, Jinhong Jung, Kijung Shin
2022 A conf
Finding a Concise, Precise, and Exhaustive Set of Near Bi-Cliques in Dynamic Graphs.
WSDM
Hyeonjeong Shin, Taehyung Kwon, Neil Shah, Kijung Shin
2021 J jnl
Finding a Concise, Precise, and Exhaustive Set of Near Bi-Cliques in Dynamic Graphs.
CoRR
Hyeonjeong Shin, Taehyung Kwon, Neil Shah, Kijung Shin
2021 J jnl
Learning to Pool in Graph Neural Networks for Extrapolation.
CoRR
Jihoon Ko, Taehyung Kwon, Kijung Shin, Juho Lee
2021 A* conf
SliceNStitch: Continuous CP Decomposition of Sparse Tensor Streams.
ICDE
Taehyung Kwon, Inkyu Park, Dongjin Lee, Kijung Shin
2021 J jnl
SliceNStitch: Continuous CP Decomposition of Sparse Tensor Streams.
CoRR
Taehyung Kwon, Inkyu Park, Dongjin Lee, Kijung Shin
2016 J jnl
HGTree: database of horizontally transferred genes determined by tree reconciliation.
Nucleic Acids Res.
Hyeonsoo Jeong, Samsun Sung, Taehyung Kwon, Minseok Seo, Kelsey Caetano-Anollés, Sang Ho Choi, Seoae Cho, Arshan Nasir, Heebal Kim