Preprints
International Publications
Learning Disentangled Representations in Signed Directed Graphs without Social Assumptions
Geonwoo Ko,
and Jinhong Jung
Random Walk with Restart on Hypergraphs: Fast Computation and an Application to Anomaly Detection
Jaewan Chun,
Geon Lee,
Kijung Shin,
and Jinhong Jung
TensorCodec: Compact Lossy Compression of Tensors without Strong Data Assumptions
Taehyung Kwon,
Jihoon Ko,
Jinhong Jung,
and Kijung Shin
NeuKron: Constant-Size Lossy Compression of Sparse Reorderable Matrices and Tensors
Taehyung Kwon,
Jihoon Ko,
Jinhong Jung,
and Kijung Shin
ACM The Web Conference 2023
Time-aware Random Walk Diffusion to Improve Dynamic Graph Learning
Jong-Whi Lee,
and Jinhong Jung
AAAI Conference on Artificial Intelligence (AAAI) 2023
Accurate Node Feature Estimation with Structured Variational Graph Autoencoder
Jaemin Yoo,
Hyunsik Jeon,
Jinhong Jung,
and U Kang
ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD) 2022
Learning to Walk across Time for Interpretable Temporal Knowledge Graph Completion
Jaehun Jung,
Jinhong Jung,
and U Kang
BalanSiNG: Fast and Scalable Generation of Realistic Signed Networks
Jinhong Jung,
Ha-Myung Park,
and U Kang
Random Walk Based Ranking in Signed Social Networks: Model and Algorithms
Jinhong Jung,
Woojeong Jin,
and U Kang
Zoom-SVD: Fast and Memory Efficient Method for Extracting Key Pattern an Arbitrary Time Range
Jun-gi Jang,
Dongjin Choi,
Jinhong Jung,
and U Kang
TPA: Fast, Scalable, and Accurate Method for Approximate Random Walk with Restart on Billion Scale Graphs
Minji Yoon,
Jinhong Jung,
and U Kang
A Comparative Study of Matrix Factorization and Random Walk with Restart in Recommender Systems
Haekyu Park,
Jinhong Jung,
and U Kang
A New Question Answering Approach with Conceptual Graphs
Kyung-Min Kim,
Jinhong Jung,
Jihee Ryu,
Ha-Myung Park,
Joseph P.Joohee,
Seokwoo Jeong,
U Kang,
and Sung-Hyon Myaeng
BePI: Fast and Memory-Efficient Method for Billion-Scale Random Walk with Restart
Jinhong Jung,
Namyong Park,
Lee Sael,
and U Kang
Personalized Ranking in Signed Networks using Signed Random Walk with Restart
Woojeong Jin,
Jinhong Jung,
Lee Sael,
and U Kang
Random Walk with Restart on Large Graphs Using Block Elimination
Jinhong Jung,
Kijung Shin,
Lee Sael,
and U Kang
BEAR: Block Elimination Approach for Random Walk with Restart on Large Graphs
Kijung Shin,
Jinhong Jung,
Lee Sael,
and U Kang