Multi-modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training. - Jong Hak Moon; Hyungyung Lee; Woncheol Shin; Edward Choi (CoRR, 2021)

Translation-equivariant Image Quantizer for Bi-directional Image-Text Generation. - Woncheol Shin; Gyubok Lee; Jiyoung Lee; Joonseok Lee; Edward Choi (CoRR, 2021)

EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records. - Gyubok Lee; Hyeonji Hwang; Seongsu Bae; Yeonsu Kwon; Woncheol Shin; Seongjun Yang; Minjoon Seo; Jong-Yeup Kim; Edward Choi (NeurIPS, 2022)

Multi-Modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training. - Jong Hak Moon; Hyungyung Lee; Woncheol Shin; Young-Hak Kim; Edward Choi (IEEE J. Biomed. Health Informatics, 2022)

Exploration Into Translation-Equivariant Image Quantization. - Woncheol Shin; Gyubok Lee; Jiyoung Lee; Eunyi Lyou; Joonseok Lee; Edward Choi (ICASSP, 2023)

Deep Imbalanced Time-Series Forecasting via Local Discrepancy Density. - Junwoo Park; Jungsoo Lee; Youngin Cho; Woncheol Shin; Dongmin Kim; Jaegul Choo; Edward Choi (ECML/PKDD (5), 2023)

Structure-preserving quality improvement of cone beam CT images using contrastive learning. - Se-Ryong Kang; Woncheol Shin; Su Yang 004; Jo-Eun Kim; Kyung-Hoe Huh; Sam-Sun Lee; Min-Suk Heo; Won-Jin Yi (Comput. Biol. Medicine, 2023)

Entanglement of up to 6 photons on a silicon photonic quantum circuit. - Jong-Moo Lee; Woncheol Shin; Taewan Kim; Yongsoo Hwang (OFC, 2025)