Moon Ye-Bin*, Nam Hyeon-Woo*, Wonseok Choi, Nayeong Kim, Suha Kwak, Tae-Hyun Oh, SYNAuG: Exploiting Synthetic Data for Data Imbalance Problems, Pattern Recognition Letters (PRL), 2025 * equal contribution

Nam Hyeon-Woo, Moon Ye-Bin, Wonseok Choi,  Lee Hyun, Tae-Hyun Oh,  VLM’s Eye Examination: Instruct and Inspect Visual Competency of Vision Language Model, TMLR, 2025

Moon Ye-Bin*, Nam Hyeon-Woo*, Wonseok Choi, Tae-Hyun Oh, BEAF: Observing BEfore-AFter Changes to Evaluate Hallucination in Vision-language Models, ECCV, 2024 * equal contribution

Moon Ye-Bin*, Nam Hyeon-Woo*, Wonseok Choi, Nayeong Kim, Suha Kwak, Tae-Hyun Oh, Exploiting Synthetic Data for Data Imbalance Problems: Baselines from a Data Perspective, ICCV 2023 workshop * equal contribution

Nam Hyeon-Woo, Kim Yu-Ji, Byeongho Heo, Dongyoon Han, Seong Joon Oh, Tae-Hyun Oh, Scratching Visual Transformer's Back with Uniform Attention, ICCV 2023 [project page]

Kwon Byung-Ki, Nam Hyeon-Woo, Ji-Yun Kim, Tae-Hyun Oh, DFlow: Learning to Synthesize Better Optical Flow Datasets via a Differentiable Pipeline, ICLR 2023

Nam Hyeon-Woo, Moon Ye-Bin, and Tae-Hyun Oh, FedPara: Low-Rank Hadamard Product for Communication-Efficient Federated Learning, ICLR 2022

Bronze prizes award in Samsung HumanTech 2023 ($5,000 prize) 

Scholarship student from SBS Cultural Foundation

Best Poster in POSTECH-Naver AI Day 2022

Qualcomm Innovation Fellowship Korea (QIFK) 2021. Qualcomm Korea AI Research ($4,000 prize)

PhD in Electrical Engineering, POSTECH, Pohang, South Korea, (2022 - current)

Master in Electrical Engineering, POSTECH, Pohang, South Korea, (2022)

Bachelor in Electrical Engineering, POSTECH, Pohang, South Korea, (2019)

EML Lab in Germany (2.2025 - current)

ML Research team in Naver AI Lab, South Korea, (2.2022 - 8.2022)