Publications

@misc{im2026mand,
  author = {Im, Hyejeong and Lim, Wonseon and Kim, Dae-Won},
  title  = {{MAND}: Modality-Aware Novelty Detection for Open-World Egocentric Activity Recognition},
  year   = {2026},
  eprint = {2603.16970},
  archivePrefix = {arXiv},
}

@inproceedings{lim2026cps,
  author    = {Lim, Wonseon and Lee, Jaesung and Kim, Dae-Won},
  title     = {Critical Patch-Aware Sparse Prompting with Decoupled Training for Continual Learning on the Edge},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year      = {2026}
}

@article{lim2024mixer,
  author  = {Lim, Wonseon and Zhou, Yi and Kim, Dae-Won and Lee, Jaesung},
  title   = {{MixER}: Mixup-based Experience Replay for Online Class-Incremental Learning},
  journal = {IEEE Access},
  year    = {2024},
  doi     = {10.1109/ACCESS.2024.3378606}
}

@article{park2023gtsnet,
  author  = {Park, Jaegyun and Lim, Wonseon and Kim, Dae-Won and Lee, Jaesung},
  title   = {{GTSNet}: Flexible Architecture Under Budget Constraint for Real-Time Human Activity Recognition from Wearable Sensor},
  journal = {Engineering Applications of Artificial Intelligence},
  year    = {2023},
  doi     = {10.1016/j.engappai.2023.106543}
}

@article{lim2023lut,
  author  = {Lim, Wonseon and Seo, Wangduk and Kim, Dae-Won and Lee, Jaesung},
  title   = {Efficient Human Activity Recognition Using Lookup Table-based Neural Architecture Search for Mobile Devices},
  journal = {IEEE Access},
  year    = {2023},
  doi     = {10.1109/ACCESS.2023.3294564}
}

@article{lee2022graves,
  author  = {Lee, Jaesung and Seo, Wangduk and Park, Jaegyun and Lim, Wonseon and Oh, Jaeryung and Moon, Nam Ju and Lee, Jaesung},
  title   = {Neural Network-based Method for Diagnosing Graves' Orbitopathy Using Orbital Computed Tomography},
  journal = {Scientific Reports},
  year    = {2022},
  doi     = {10.1038/s41598-022-16217-z}
}

@article{seo2022group,
  author  = {Seo, Wangduk and Park, Jaegyun and Lim, Wonseon and Kim, Dae-Won and Lee, Jaesung},
  title   = {Achieving an Optimal Group Structure in a Neural Architecture Search},
  journal = {Electronics Letters},
  year    = {2022},
  doi     = {10.1049/ell2.12585}
}

@article{park2022mts,
  author  = {Park, Jaegyun and Lim, Wonseon and Kim, Dae-Won and Lee, Jaesung},
  title   = {Multi-Temporal Sampling Module for Real-Time Human Activity Recognition},
  journal = {IEEE Access},
  year    = {2022},
  doi     = {10.1109/ACCESS.2022.3176606}
}