Hyunwoong Ko

26 papers Journal 21Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Domain Adaptation of Large Language Models for Classifying Mechanical Assembly Components.
CoRR
Fatemeh Elhambakhsh, Daniele Grandi, Hyunwoong Ko
2025 J jnl
Generative Machine Learning in Adaptive Control of Dynamic Manufacturing Processes: A Review.
CoRR
Suk Ki Lee, Hyunwoong Ko
2025 J jnl
Generative Model Predictive Control in Manufacturing Processes: A Review.
CoRR
Suk Ki Lee, Ronnie F. P. Stone, Max Gao, Wenlong Zhang, Zhenghui Sha, Hyunwoong Ko
2025 J jnl
Generative Multimodal Multiscale Data Fusion for Digital Twins in Aerosol Jet Electronics Printing.
CoRR
Fatemeh Elhambakhsh, Suk Ki Lee, Hyunwoong Ko
2025 J jnl
Integrating Graph Retrieval-Augmented Generation With Large Language Models for Supplier Discovery.
J. Comput. Inf. Sci. Eng.
Yunqing Li, Hyunwoong Ko, Farhad Ameri
2025 J jnl
Kanana: Compute-efficient Bilingual Language Models.
CoRR
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
2025 J jnl
MP-GFormer: A 3D-Geometry-Aware Dynamic Graph Transformer Approach for Machining Process Planning.
CoRR
Fatemeh Elhambakhsh, Gaurav Ameta, Aditi Roy, Hyunwoong Ko
2025 J jnl
Physics-Informed Neural Networks For Semiconductor Film Deposition: A Review.
CoRR
Tao Han, Zahra Taheri, Hyunwoong Ko
2025 J jnl
Towards reproducible machine learning-based process monitoring and quality prediction research for additive manufacturing.
Eng. Appl. Artif. Intell.
Jiarui Xie, Mutahar Safdar, Andrei Mircea, Bi Cheng Zhao, Yan Lu, Hyunwoong Ko, Zhuo Yang, Yaoyao Fiona Zhao
2024 — conf
An Overarching Quality Evaluation Framework for Additive Manufacturing Digital Twin.
CASE
Yan Lu, Jiarui Xie, Mutahar Safdar, Zhuo Yang, Fatemeh Elhambakhsh, Hyunwoong Ko, Shengyen Li, Yaoyao Fiona Zhao
2024 J jnl
Enhancing Part Quality Management Using a Holistic Data Fusion Framework in Metal Powder Bed Fusion Additive Manufacturing.
J. Comput. Inf. Sci. Eng.
Zhuo Yang, Jaehyuk Kim, Yan Lu, Albert T. Jones, Paul Witherell, Ho Yeung, Hyunwoong Ko
2024 — conf
Length-aware Byte Pair Encoding for Mitigating Over-segmentation in Korean Machine Translation.
ACL (Findings)
Jungseob Lee, Hyeonseok Moon, Seungjun Lee, Chanjun Park, Sugyeong Eo, Hyunwoong Ko, Jaehyung Seo, Seungyoon Lee, Heuiseok Lim
2024 J jnl
Towards reproducible machine learning-based process monitoring and quality prediction research for additive manufacturing.
CoRR
Jiarui Xie, Mutahar Safdar, Andrei Mircea, Yan Lu, Hyunwoong Ko, Zhuo Yang, Yaoyao Fiona Zhao
2024 J jnl
Transferability Analysis of Data-Driven Additive Manufacturing Knowledge: A Case Study Between Powder Bed Fusion and Directed Energy Deposition.
J. Comput. Inf. Sci. Eng.
Mutahar Safdar, Jiarui Xie, Hyunwoong Ko, Yan Lu, Guy Lamouche, Yaoyao Fiona Zhao
2023 J jnl
A Technical Report for Polyglot-Ko: Open-Source Large-Scale Korean Language Models.
CoRR
Hyunwoong Ko, Kichang Yang, Minho Ryu, Taekyoon Choi, Seungmu Yang, Jiwung Hyun, Sungho Park, Kyubyong Park
2023 J jnl
Collaborative knowledge management to identify data analytics opportunities in additive manufacturing.
J. Intell. Manuf.
Hyunseop Park, Hyunwoong Ko, Yung-Tsun Tina Lee, Shaw C. Feng, Paul Witherell, Hyunbo Cho
2023 J jnl
Facial Expressions Track Depressive Symptoms in Old Age.
Sensors
Hairin Kim, Seyul Kwak, So Young Yoo, Eui Chul Lee, Soowon Park, Hyunwoong Ko, Minju Bae, Myo-Geong Seo, Gieun Nam, Jun-Young Lee
2023 J jnl
Functional Requirements of Software Tools for Laser-Based Powder Bed Fusion Additive Manufacturing for Metals.
J. Comput. Inf. Sci. Eng.
Shaw C. Feng, Tesfaye Moges, Hyunseop Park, Mostafa Yakout, Albert T. Jones, Hyunwoong Ko, Paul Witherell
2023 J jnl
Transferability analysis of data-driven additive manufacturing knowledge: a case study between powder bed fusion and directed energy deposition.
CoRR
Mutahar Safdar, Jiarui Xie, Hyunwoong Ko, Yan Lu, Guy Lamouche, Yaoyao Fiona Zhao
2021 J jnl
Changes in Computer-Analyzed Facial Expressions with Age.
Sensors
Hyunwoong Ko, Kisun Kim, Minju Bae, Myo-Geong Seo, Gieun Nam, Seho Park, Soowon Park, Ko Jung-Joon Ihm, Jun-Young Lee
2020 J jnl
Analyzing Facial and Eye Movements to Screen for Alzheimer's Disease.
Sensors
Uiseo Nam, Kunyoung Lee, Hyunwoong Ko, Jun-Young Lee, Eui Chul Lee
2020 J jnl
Differences in Facial Expressions between Spontaneous and Posed Smiles: Automated Method by Action Units and Three-Dimensional Facial Landmarks.
Sensors
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
2019 J jnl
A Design for Additive Manufacturing Ontology to Support Manufacturability Analysis.
J. Comput. Inf. Sci. Eng.
Samyeon Kim, David W. Rosen, Paul Witherell, Hyunwoong Ko
2019 — conf
A Framework for Identifying and Prioritizing Data Analytics opportunities in Additive Manufacturing.
IEEE BigData
Hyunseop Park, Hyunwoong Ko, Yung-Tsun Tina Lee, Hyunbo Cho, Paul Witherell
2019 — conf
Machine Learning based Continuous Knowledge Engineering for Additive Manufacturing.
CASE
Hyunwoong Ko, Paul Witherell, Ndeye Y. Ndiaye, Yan Lu
2018 — conf
Building Cost-effective Model For Predicting β-Amyloid Burden by Combination of Cortical Thickness, Volume, and Neuropsychological Assessment Measures.
ICTC
Hyunwoong Ko, TaeHyeong Kim, Ko Jung-Joon Ihm, Hong-Gee Kim