U Kang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 25

Top Topics

Convolutional Neural Network

Machine Learning

Neoadjuvant Chemotherapy

Top Venues

This page only lists publications with an associated author ORCID identifier.

Publications

Jongjin Kim, Jaeri Lee, Jeongin Yun, U Kang
Dependency-aware action planning for smart home. PloS one 19 (6) (2024)
Sooyeon Shim, Junghun Kim, Kahyun Park, U Kang
Accurate graph classification via two-staged contrastive curriculum learning. PloS one 19 (1) (2024)
Sooyeon Shim, Junghun Kim, Kahyun Park, U Kang
Accurate graph classification via two-staged contrastive curriculum learning. PloS one 19 (1) (2024)
Jongjin Kim, Jaeri Lee, Jeongin Yun, U Kang
Dependency-aware action planning for smart home. PloS one 19 (6) (2024)
Sooyeon Shim, Junghun Kim, Kahyun Park, U Kang
Accurate graph classification via two-staged contrastive curriculum learning. PloS one 19 (1) (2024)
Hyunsik Jeon, Jun-Gi Jang, Taehun Kim, U Kang
Accurate bundle matching and generation via multitask learning with partially shared parameters. PloS one 18 (3) (2023)
Sooyeon Shim, Doyeon Kim, Jun-Gi Jang, Suhyun Chae, Jeeyong Lee, U Kang
Fast and accurate interpretation of workload classification model. PloS one 18 (3) (2023)
Hyunsik Jeon, Jun-Gi Jang, Taehun Kim, U Kang
Accurate bundle matching and generation via multitask learning with partially shared parameters. PloS one 18 (3) (2023)
Hyojin Jeon, Seungcheol Park, Jin-Gee Kim, U Kang
PET: Parameter-efficient Knowledge Distillation on Transformer. PloS one 18 (7) (2023)
Hyunsik Jeon, Jun-Gi Jang, Taehun Kim, U Kang
Accurate bundle matching and generation via multitask learning with partially shared parameters. PloS one 18 (3) (2023)
Sooyeon Shim, Doyeon Kim, Jun-Gi Jang, Suhyun Chae, Jeeyong Lee, U Kang
Fast and accurate interpretation of workload classification model. PloS one 18 (3) (2023)
Hyunsik Jeon, Jun-Gi Jang, Taehun Kim, U Kang
Accurate bundle matching and generation via multitask learning with partially shared parameters. PloS one 18 (3) (2023)
Sooyeon Shim, Doyeon Kim, Jun-Gi Jang, Suhyun Chae, Jeeyong Lee, U Kang
Fast and accurate interpretation of workload classification model. PloS one 18 (3) (2023)
Jinhong Jung, Jaemin Yoo, U Kang
Signed random walk diffusion for effective representation learning in signed graphs. PloS one 17 (3) (2022)
Sangjun Son, Yong-Chan Park, Minyong Cho, U Kang
DAO-CP: Data-Adaptive Online CP decomposition for tensor stream. PloS one 17 (4) (2022)
Tairen Piao, Ikhyun Cho, U Kang
SensiMix: Sensitivity-Aware 8-bit index & 1-bit value mixed precision quantization for BERT compression. PloS one 17 (4) (2022)
Ikhyun Cho, U Kang
Pea-KD: Parameter-efficient and accurate Knowledge Distillation on BERT. PloS one 17 (2) (2022)
Junghun Kim, Jinhong Jung, U Kang
Compressing deep graph convolution network with multi-staged knowledge distillation. PloS one 16 (8) (2021)
Hyunsik Jeon, Seongmin Lee, U Kang
Unsupervised multi-source domain adaptation with no observable source data. PloS one 16 (7) (2021)
Seongmin Lee, Hyunsik Jeon, U Kang
Multi-EPL: Accurate multi-source domain adaptation. PloS one 16 (8) (2021)
Hyun Dong Lee, Seongmin Lee, U Kang
AUBER: Automated BERT regularization. PloS one 16 (6) (2021)
Ha-Myung Park, Namyong Park, Sung-Hyon Myaeng, U Kang
PACC: Large scale connected component computation on Hadoop and Spark. PloS one 15 (3) (2020)
Chiwan Park, Ha-Myung Park, U Kang
FlexGraph: Flexible partitioning and storage for scalable graph mining. PloS one 15 (1) (2020)
Woojeong Jin, Jinhong Jung, U Kang
Supervised and extended restart in random walks for ranking and link prediction in networks. PloS one 14 (3) (2019)
Dongjin Choi, Jun-Gi Jang, U Kang
S3CMTF: Fast, accurate, and scalable method for incomplete coupled matrix-tensor factorization. PloS one 14 (6) (2019)