Migyeong Yang
Education
Combined M.S. and Ph.D. in Dept. of Applied Artificial Intelligence, Graduate School of Sungkyunkwan University (2020.09 - ing)
B.S. in Division of Interdisciplinary Computing Technology, College of Computing, Hanyang University (2017.03 - 2020.08)
Publication
"Counselor-AI Collaborative Transcription and Editing System for Child Counseling Analysis," Hyungjung Lee, Jiyeon Lee, Migyeong Yang, Daeun Lee, Hayeon Song, Youjin Han, Jinyoung Han, IUI 2025. (English; Just accepted)
"CAMEL: Confidence-Aware Multi-task Ensemble Learning with Spatial Information for Retina OCT Image Classification and Segmentation," Juho Jung*, Migyeong Yang*, Hyunseon Won, Jiwon Kim, Jeong Mo Han, Joon Seo Hwang, Daniel Duck-Jin Hwang, Jinyoung Han, WACV 2025. (English; Just accepted)
"PracticeDAPR: An AI-based Education-Supported System for Art Therapy," Migyeong Yang, Chaehee Park, Jiwon Kang, Jiwon Kim, Taeeun Kim, Hayeon Song, Jinyoung Han, CSCW 2025. (English; Just accepted)
"Developing an AI-based Explainable Expert Support System for Art Therapy," Jiwon Kim*, Jiwon Kang*, Migyeong Yang*, Chaehee Park*, Taeeun Kim, Hayeon Song, Jinyoung Han, ACM Transactions on Interactive Intelligent Systems 2024. (English)
"Fighting against Fake News on Newly-Emerging Crisis: A Case Study of COVID-19," Migyeong Yang*, Chaewon Park*, Jiwon Kang, Daeun Lee, Daejin Choi, Jinyoung Han, Web Conference (WWW) 2024. (English)
"SceneDAPR: A Scene-Level Free-Hand Drawing Dataset for Web-based Psychological Drawing Assessment," Jiwon Kang, Jiwon Kim, Migyeong Yang, Chaehee Park, Taeeun Kim, Hayeon Song, Jinyoung Han, Web Conference (WWW) 2024. (English)
"The effects of working from home on technical efficiency within the service industry: A meta-frontier approach," Migyeong Yang, Soobin Jang, Michelle Goh, Daeho Lee, Managerial and Decision Economics 2024. (English)
"Prediction of Visual Acuity in Pathologic Myopia with Myopic Choroidal Neovascularization Treated with Anti-Vascular Endothelial Growth Factor Using a Deep Neural Network Based on Optical Coherence Tomography Images," Migyeong Yang*, Jinyoung Han*, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Jeewoo Yoon, Seong Choi, Gyudeok Hwang, Daniel Duck-Jin Hwang, Biomedicines 2023. (English)
"Magic Brush: An AI-based Service for Dementia Prevention focused on Intrinsic Motivation," Migyeong Yang*, Kyungha Lee*, Eunji Kim, Yeosol Song, Sewang Lee, Jiwon Kang, Jinyoung Han, Hayeon Song, Taeeun Kim, CSCW 2022. Proceedings of the ACM on Human-Computer Interaction Vol. 6, Issue CSCW2, Article 448. (English)
"Behind the scenes of K-pop fandom: unveiling K-pop fandom collaboration network," Jiwon Kang, Jina Kim, Migyeong Yang, Eunil Park, Minsam Ko, Munyoung Lee, Jinyoung Han, Quality & Quantity 2021. (English)
"Artificial Intelligence based Image Search System(AIS)," Munyoung Lee, Seunghoon Jeong, Migyeong Yang, Seong-hee Lee, KICS 2020, Pyeongchang, August. 2020. (Korean)
"VCTUBE : A Library for Automatic Speech Data Annotation," Seong Choi*, Seunghoon Jeong*, Jeewoo Yoon, Migyeong Yang, Minsam Ko, Eunil Park, Jinyoung Han, Munyoung Lee, Seonghee Lee, INTERSPEECH Show & Tell 2020. (English)
"Model Concatenation Method for Korean Speech Synthesis System," Seunghoon Jeong, Migyeong Yang, Munyoung Lee, KCC 2020, Busan, July. 2020. (Korean)
"An Analysis of Socio-Economic Behavior in Me-Media," Migyeong Yang, Jiwon Kang, Eunil Park, Minsam Ko, Jinyoung Han, HCI Korea 2019, Jeju, Feb. 2019. (Korean)
Experience
Lab Leader - Data Science & Artificial Intelligence Laboratory, Sungkyunkwan University (2023.09 - ing)
Intern Researcher - Data Science & Artificial Intelligence Laboratory, Sungkyunkwan University (2019.12 - 2020.02)
Summer Internship - Intelligence Information Convergence Laboratory, Seoul SW-SoC Convergence R&BD Center, ETRI (2019.07 - 2019.08)
Undergraduate Research Program - Data Science Laboratory, Hanyang University (2018.05 - 2019.06)
Projects (* = principal investigator)
[2024.08 - 2025.08] Pioneer Research Group for Socially Responsible Artificial Intelligence (IITP)
[2024.07 - 2025.08] Semantic Information Extraction-Networking Convergence Technology for Trustworthy Social Safety Surveillance Systems (NRF)
[2023.09 - 2025.08] Developing an AI-based Expert Support System for Art Therapy* (NRF)
[2023.06 - 2023.10] Multi-level CBT content development and user experience analysis for AI-based digital therapy services (ETRI)
[2023.04 - 2025.12] Advanced and Proactive AI Platform Research and Development Against Malicious Deepfakes (IITP)
[2023.03 - 2027.02] A Clinical Decision Support System for Retinal Disease Detection with Explainable AI (NRF)
[2022.06 - 2022.11] Content Planning and Human-AI Interaction Design for AI-Based Digital Therapy Services (ETRI)
[2022.05 - 2024.04] Developing Artificial Intelligence Models and Korean Datasets for Detecting Suicide Risk (NRF)
[2021.06 - 2024.02] Study on Self-Driving B5G Networks towards Federated Private-5G (MSIT)
[2018.11 - 2021.10] Predicting Information Diffusion Process with Deep Learning (NRF)
Patents
[Filing 23.11.16] Jinyoung Han, Hayeon Song, Jiwon Kang, Jiwon Kim, Migyeong Yang, Chaehee Park, Taeun Kim, "Drawing-Based Assessment Subject Analysis Device, Method, and System," 10-2023-0158921
Teaching Fellow
NH (NongHyup Bank) Data Science (Spring/Summer 2024), Sungkyunkwan University
AAAI3020: Capstone Project (Fall 2023), Sungkyunkwan University
AAAI3006: Machine Learning (Spring 2023), Sungkyunkwan University
CSE 2020: Data Structures (Spring 2019), Hanyang University