Concepedia

Joonhyung Park

JP

6

Publications

166

Citations

6

H-Index

2002

Active since

Affiliations

Korea Advanced Institute of Science and Technology(Current)

Seoul National University

Joonhyung Park is an author at Korea Advanced Institute of Science and Technology specializing in engineering, data augmentation, and deep learning.

Top concepts

EngineeringData ScienceDeep LearningPolymer ScienceComputer ScienceMachine LearningMaterial ScienceData AugmentationPattern Recognition3D Printing

Publications per year

2002–2023

6

Publications

6

High-mobility polymer thin-film transistors fabricated by solvent-assisted drop-casting

Joonhyung Park, Sangwoon Lee, Hong H. Lee · Organic Electronics · 2006 · 48 citations

Materials Science, Engineering, Organic Electronics +3

Three-dimensional pattern transfer and nanolithography: modified soft molding

Youn Sang Kim, Joonhyung Park, Hong H. Lee · Applied Physics Letters · 2002 · 39 citations

Materials Science, Engineering, Microfabrication +12

Graph Transplant: Node Saliency-Guided Graph Mixup with Local Structure Preservation

Joonhyung Park, Hajin Shim, Eunho Yang · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 39 citations · Full text

Data Augmentation, Irregular Graph Sizes, Network Science +13

Saliency Grafting: Innocuous Attribution-Guided Mixup with Calibrated Label Mixing

Joonhyung Park, June Yong Yang, Jinwoo Shin et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 16 citations · Full text

Few-shot Learning, Engineering, Machine Learning +18

TAM: Topology-Aware Margin Loss for Class-Imbalanced Node Classification

Jaeyun Song, Joonhyung Park, Eunho Yang · arXiv (Cornell University) · 2022 · 13 citations · Full text

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