Soyoun Won


Master Student (2022.9~2024.8)

Department of Computer Science and Engineering, Kyung Hee University

Research Interest

  • Explainable AI
  • Feature Attribution
  • Evaluation of Feature Attribution

Publication

  • [J3] Understanding Adversarial Robustness of Deep Neural Networks via Decision Reliance
    Soyoun Won, Hyeon Bae Kim (Co-first), Yong Hyun Ahn (Co-first), Hong Joo Lee, Seong Tae Kim
    Image and Vision Computing(ImaVis), 2025
  • [J2] PRISM: Pseudo-labeling and Region-based Inpainting for Synthetic Change Detection Modeling
    Enki Cho, Soyoun Won, Oh Sung Choo, Seong Tae Kim*
    IEEE Geoscience and Remote Sensing Letters (GRSL), 2025
  • [J1] Effects of Mixed Sample Data Augmentation on Interpretability of Neural Networks
    Soyoun Won, Sung-ho Bae, Seong Tae Kim
    Neural Networks, 2025
  • [C1] Dissecting Mixed-Sample Data Augmentation Models via Neural-Concept Association
    Soyoun Won, Sung-Ho Bae, Seong Tae Kim*
    International Conference on Information Networking, 2024 (Ho Chi Minh City)