Eo, Moonjung

6 publications

AAAI 2025 Representation Space Augmentation for Effective Self-Supervised Learning on Tabular Data Moonjung Eo, Kyungeun Lee, Hye-Seung Cho, Dongmin Kim, Ye Seul Sim, Woohyung Lim

NeurIPSW 2024 AGATa: Attention-Guided Augmentation for Tabular Data in Contrastive Learning Moonjung Eo, Kyungeun Lee, Min-Kook Suh, Hye-Seung Cho, Ye Seul Sim, Woohyung Lim

ICML 2024 Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains Kyungeun Lee, Ye Seul Sim, Hyeseung Cho, Moonjung Eo, Suhee Yoon, Sanghyu Yoon, Woohyung Lim

NeurIPSW 2024 Learnable Numerical Input Normalization for Tabular Representation Learning Based on B-Splines Min-Kook Suh, Moonjung Eo, Ye Seul Sim, Woohyung Lim

ICLRW 2024 Less: Learning to Select a Structured Architecture over Filter Pruning and Low-Rank Decomposition Moonjung Eo, Suhyun Kang, Wonjong Rhee

CVPR 2023 Meta-Learning with a Geometry-Adaptive Preconditioner Suhyun Kang, Duhun Hwang, Moonjung Eo, Taesup Kim, Wonjong Rhee