Hyunwoong Ko

According to our database, Hyunwoong Ko authored at least 22 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Physics-Informed Neural Networks For Semiconductor Film Deposition: A Review.

Tao Han, Zahra Taheri, Hyunwoong Ko

CoRR, July, 2025

A Domain Adaptation of Large Language Models for Classifying Mechanical Assembly Components.

Fatemeh Elhambakhsh, Daniele Grandi, Hyunwoong Ko

CoRR, May, 2025

Generative Machine Learning in Adaptive Control of Dynamic Manufacturing Processes: A Review.

Suk Ki Lee, Hyunwoong Ko

CoRR, May, 2025

Generative Multimodal Multiscale Data Fusion for Digital Twins in Aerosol Jet Electronics Printing.

Fatemeh Elhambakhsh, Suk Ki Lee, Hyunwoong Ko

CoRR, May, 2025

Kanana: Compute-efficient Bilingual Language Models.

Yunju Bak, Hojin Lee, Minho Ryu, Jiyeon Ham, Seungjae Jung, Daniel Wontae Nam, Taegyeong Eo, Donghun Lee, Doohae Jung, Boseop Kim, Nayeon Kim, Jaesun Park, Hyunho Kim, Hyunwoong Ko, Changmin Lee, Kyoung-Woon On, Seulye Baeg, Junrae Cho, Sunghee Jung, Jieun Kang, EungGyun Kim, Eunhwa Kim, Byeongil Ko, Daniel Lee, Minchul Lee, Miok Lee, Shinbok Lee, Gaeun Seo

CoRR, February, 2025

Integrating Graph Retrieval-Augmented Generation With Large Language Models for Supplier Discovery.

Yunqing Li, Hyunwoong Ko, Farhad Ameri

J. Comput. Inf. Sci. Eng., 2025

2024

Enhancing Part Quality Management Using a Holistic Data Fusion Framework in Metal Powder Bed Fusion Additive Manufacturing.

Zhuo Yang, Jaehyuk Kim, Yan Lu, Albert T. Jones, Paul Witherell, Ho Yeung, Hyunwoong Ko

J. Comput. Inf. Sci. Eng., April, 2024

Transferability Analysis of Data-Driven Additive Manufacturing Knowledge: A Case Study Between Powder Bed Fusion and Directed Energy Deposition.

Mutahar Safdar, Jiarui Xie, Hyunwoong Ko, Yan Lu, Guy Lamouche, Yaoyao Fiona Zhao

J. Comput. Inf. Sci. Eng., April, 2024

Towards reproducible machine learning-based process monitoring and quality prediction research for additive manufacturing.

Jiarui Xie, Mutahar Safdar, Andrei Mircea, Yan Lu, Hyunwoong Ko, Zhuo Yang, Yaoyao Fiona Zhao

CoRR, 2024

An Overarching Quality Evaluation Framework for Additive Manufacturing Digital Twin.

Yan Lu, Jiarui Xie, Mutahar Safdar, Zhuo Yang, Fatemeh Elhambakhsh, Hyunwoong Ko, Shengyen Li, Yaoyao Fiona Zhao

Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024

Length-aware Byte Pair Encoding for Mitigating Over-segmentation in Korean Machine Translation.

Jungseob Lee, Hyeonseok Moon, Seungjun Lee, Chanjun Park, Sugyeong Eo, Hyunwoong Ko, Jaehyung Seo, Seungyoon Lee, Heuiseok Lim

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Facial Expressions Track Depressive Symptoms in Old Age.

Hairin Kim, Seyul Kwak, So Young Yoo, Eui Chul Lee, Soowon Park, Hyunwoong Ko, Minju Bae, Myo-Geong Seo, Gieun Nam, Jun-Young Lee

Sensors, August, 2023

Collaborative knowledge management to identify data analytics opportunities in additive manufacturing.

Hyunseop Park, Hyunwoong Ko, Yung-Tsun Tina Lee, Shaw C. Feng, Paul Witherell, Hyunbo Cho

J. Intell. Manuf., February, 2023

Functional Requirements of Software Tools for Laser-Based Powder Bed Fusion Additive Manufacturing for Metals.

Shaw C. Feng, Tesfaye Moges, Hyunseop Park, Mostafa Yakout, Albert T. Jones, Hyunwoong Ko, Paul Witherell

J. Comput. Inf. Sci. Eng., 2023

A Technical Report for Polyglot-Ko: Open-Source Large-Scale Korean Language Models.

Hyunwoong Ko, Kichang Yang, Minho Ryu, Taekyoon Choi, Seungmu Yang, Jiwung Hyun, Sungho Park, Kyubyong Park

CoRR, 2023

2021

Changes in Computer-Analyzed Facial Expressions with Age.

Hyunwoong Ko, Kisun Kim, Minju Bae, Myo-Geong Seo, Gieun Nam, Seho Park, Soowon Park, Ko Jung-Joon Ihm, Jun-Young Lee

Sensors, 2021

2020

Differences in Facial Expressions between Spontaneous and Posed Smiles: Automated Method by Action Units and Three-Dimensional Facial Landmarks.

Seho Park, Kunyoung Lee, Jae-A. Lim, Hyunwoong Ko, Taehoon Kim, Jung-In Lee, Hakrim Kim, Seong-Jae Han, Jeong-Shim Kim, Soowon Park, Jun-Young Lee, Eui Chul Lee

Sensors, 2020

Analyzing Facial and Eye Movements to Screen for Alzheimer's Disease.

Uiseo Nam, Kunyoung Lee, Hyunwoong Ko, Jun-Young Lee, Eui Chul Lee

Sensors, 2020

2019

A Design for Additive Manufacturing Ontology to Support Manufacturability Analysis.

Samyeon Kim, David W. Rosen, Paul Witherell, Hyunwoong Ko

J. Comput. Inf. Sci. Eng., 2019

Machine Learning based Continuous Knowledge Engineering for Additive Manufacturing.

Hyunwoong Ko, Paul Witherell, Ndeye Y. Ndiaye, Yan Lu

Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

A Framework for Identifying and Prioritizing Data Analytics opportunities in Additive Manufacturing.

Hyunseop Park, Hyunwoong Ko, Yung-Tsun Tina Lee, Hyunbo Cho, Paul Witherell

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Building Cost-effective Model For Predicting β-Amyloid Burden by Combination of Cortical Thickness, Volume, and Neuropsychological Assessment Measures.

Hyunwoong Ko, Taehyeong Kim, Ko Jung-Joon Ihm, Hong-Gee Kim

Proceedings of the International Conference on Information and Communication Technology Convergence, 2018