장준기Jun-Gi Jang

DuET: Dual-View Tensor-to-Topology Spectral Adapter for Enhancing Sparse Tensor Factorization

Jun-Gi Jang, Jingrui He, Andrew J Margenot, Hanghang Tong

Fast and Accurate Domain Adaptation for Irregular and Regular Tensor Decomposition

Junghun Kim, Ka Hyun Park, Jun-Gi Jang, U Kang

ProgNet: Program-Grounded Evidence Composition for Interpretable Graph Classification

Minseok Jeon, Seunghyun Park, Jun-Gi Jang

Improving Group Fairness in Tensor Completion via Imbalance Mitigating Entity Augmentation

Dawon Ahn, Jun-Gi Jang, Evangelos E. Papalexakis

TUCKET: A Tensor Time Series Data Structure for Efficient and Accurate Factor Analysis over Time Ranges

Ruizhong Qiu, Jun-Gi Jang, Xiao Lin, Lihui Liu, Hanghang Tong

Compact Decomposition of Irregular Tensors for Data Compression: From Sparse to Dense to High-Order Tensors

Taehyung Kwon, Jihoon Ko, Jinhong Jung, Jun-Gi Jang, Kijung Shin

Compact Lossy Compression of Tensors via Neural Tensor-Train Decomposition

Taehyung Kwon, Jihoon Ko, Jinhong Jung, Jun-Gi Jang, Kijung Shin

Fast and Accurate Domain Adaptation for Irregular Tensor Decomposition

Junghun Kim, Ka Hyun Park, Jun-Gi Jang, U Kang