Jinhong Jung

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 33

Top Topics

Lossy Compression

Top Venues

SIGMOD Conference

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)
Jaewan Chun, Geon Lee, Kijung Shin, Jinhong Jung
Random walk with restart on hypergraphs: fast computation and an application to anomaly detection. Data Min. Knowl. Discov. 38 (3) (2024)
Geonwoo Ko, Jinhong Jung
Learning disentangled representations in signed directed graphs without social assumptions. Inf. Sci. 665 (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)
Jong-whi Lee, Jinhong Jung
Time-Aware Random Walk Diffusion to Improve Dynamic Graph Learning. AAAI (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)
Geonwoo Ko, Jinhong Jung
Learning Disentangled Representations in Signed Directed Graphs without Social Assumptions. CoRR (2023)
Jaemin Yoo, Hyunsik Jeon, Jinhong Jung, U Kang
Accurate Node Feature Estimation with Structured Variational Graph Autoencoder. CoRR (2022)
Jong-whi Lee, Jinhong Jung
Time-aware Random Walk Diffusion to Improve Dynamic Graph Learning. CoRR (2022)
Jaemin Yoo, Hyunsik Jeon, Jinhong Jung, U Kang
Accurate Node Feature Estimation with Structured Variational Graph Autoencoder. KDD (2022)
Jaehun Jung, Jinhong Jung, U Kang
Learning to Walk across Time for Interpretable Temporal Knowledge Graph Completion. KDD (2021)
Jinhong Jung, Lee Sael
Correction to: Fast and accurate pseudoinverse with sparse matrix reordering and incremental approach. Mach. Learn. 110 (3) (2021)
Jinhong Jung, Lee Sael
Correction to: Fast and accurate pseudoinverse with sparse matrix reordering and incremental approach. Mach. Learn. 110 (2) (2021)
Jinhong Jung, Woojeong Jin, Ha-Myung Park, U Kang
Accurate relational reasoning in edge-labeled graphs by multi-labeled random walk with restart. World Wide Web 24 (4) (2021)
Jinhong Jung, Lee Sael
Fast and accurate pseudoinverse with sparse matrix reordering and incremental approach. Mach. Learn. 109 (12) (2020)
Jinhong Jung, Ha-Myung Park, U Kang
BalanSiNG: Fast and Scalable Generation of Realistic Signed Networks. EDBT (2020)
Jinhong Jung, Lee Sael
Fast and Accurate Pseudoinverse with Sparse Matrix Reordering and Incremental Approach. CoRR (2020)
Jaehun Jung, Jinhong Jung, U Kang
T-GAP: Learning to Walk across Time for Temporal Knowledge Graph Completion. CoRR (2020)
Jinhong Jung, Woojeong Jin, U Kang
Random walk-based ranking in signed social networks: model and algorithms. Knowl. Inf. Syst. 62 (2) (2020)
Jinhong Jung, Jaemin Yoo, U Kang
Signed Graph Diffusion Network. CoRR (2020)
Minji Yoon, Jinhong Jung, U Kang
TPA: Fast, Scalable, and Accurate Method for Approximate Random Walk with Restart on Billion Scale Graphs. ICDE (2018)
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)
Haekyu Park, Jinhong Jung, U Kang
A Comparative Study of Matrix Factorization and Random Walk with Restart in Recommender Systems. CoRR (2017)
Minji Yoon, Jinhong Jung, U Kang
TPA: Two Phase Approximation for Random Walk with Restart. CoRR (2017)
Woojeong Jin, Jinhong Jung, U Kang
Supervised and Extended Restart in Random Walks for Ranking and Link Prediction in Networks. CoRR (2017)
Kyung-min Kim, Jinhong Jung, Jihee Ryu, Ha-Myung Park, Joseph P. Joohee, Seokwoo Jeong, U Kang, Sung-Hyon Myaeng
A New Question Answering Approach with Conceptual Graphs. CORIA (2017)
Jinhong Jung, Namyong Park, Lee Sael, U Kang
BePI: Fast and Memory-Efficient Method for Billion-Scale Random Walk with Restart. SIGMOD Conference (2017)
Haekyu Park, Jinhong Jung, U Kang
A comparative study of matrix factorization and random walk with restart in recommender systems. IEEE BigData (2017)
Jinhong Jung, Kijung Shin, Lee Sael, U Kang
Random Walk with Restart on Large Graphs Using Block Elimination. ACM Trans. Database Syst. 41 (2) (2016)
Jinhong Jung, Woojeong Jin, Lee Sael, U Kang
Personalized Ranking in Signed Networks Using Signed Random Walk with Restart. ICDM (2016)
Kijung Shin, Jinhong Jung, Lee Sael, U Kang
BEAR: Block Elimination Approach for Random Walk with Restart on Large Graphs. SIGMOD Conference (2015)