Nam, Junhyun

5 publications

NeurIPS 2025 Automated Model Discovery via Multi-Modal & Multi-Step Pipeline Lee Jung-Mok, Nam Hyeon-Woo, Moon Ye-Bin, Junhyun Nam, Tae-Hyun Oh

TMLR 2023 Breaking the Spurious Causality of Conditional Generation via Fairness Intervention with Corrective Sampling Junhyun Nam, Sangwoo Mo, Jaeho Lee, Jinwoo Shin

AISTATS 2023 Contextual Linear Bandits Under Noisy Features: Towards Bayesian Oracles Jung-Hun Kim, Se-Young Yun, Minchan Jeong, Junhyun Nam, Jinwoo Shin, Richard Combes

ICLR 2022 Spread Spurious Attribute: Improving Worst-Group Accuracy with Spurious Attribute Estimation Junhyun Nam, Jaehyung Kim, Jaeho Lee, Jinwoo Shin

NeurIPS 2020 Learning from Failure: De-Biasing Classifier from Biased Classifier Junhyun Nam, Hyuntak Cha, Sungsoo Ahn, Jaeho Lee, Jinwoo Shin