Research

Diffusion based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection

• Suhee Yoon*, Sanghyu Yoon*, Hankook Lee, Sangjun Han, YeSeul Sim, Kyungeun Lee, Hyeseung Cho, Woohyung Lim

• AAAI Conference on Artificial Intelligence (AAAI), 2025

• Neural Information Processing Systems (NeurIPS) Workshop on SyntheticData4ML, 2023

• paper

Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains

• • Kyungeun Lee, Ye Seul Sim, Hye-Seung Cho, Moonjung Eo, Suhee Yoon, Sanghyu Yoon, Woohyung Lim

  • International Conference on Machine Learning (ICML), 2024

  • Neural Information Processing Systems (NeurIPS) Workshop on Table Representation Learning, 2023

  • paper / code

Semi-Automatic Wafer Map Pattern Classification with Convolutional Neural Networks

• Suhee Yoon, Seokho Kang

• Computers & Industrial Engineering, 2022

• paper

Active Learning of Graph Neural Network for Molecular Property Prediction

• • Suhee Yoon, Seokho Kang

  • 2019 Fall Conference of Korea Data Mining Society (KDMS), 2019

  • paper