Publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. A Novel Adversarial Approach for EEG Dataset Refinement: Enhancing Generalization through Proximity-to-Boundary Scoring
    Sung-Jin Kim , Heejo Kong , Dae-Hyeok Lee , and 2 more authors
    In IEEE Transactions on Cybernetics (TCYB) , 2026
  2. Compositional Meta-Learning for Mitigating Task Heterogeneity in Physics-Informed Neural Networks
    Beomchul Park , Minsu Koh , Heejo Kong , and 1 more author
    In Pattern Recognition (PR) , 2026
  3. Modularity-free Conflict-averse Training for Generalized PINNs
    Heejo Kong , Beomchul Park , and Seong-Whan Lee
    In International Conference on Acoustics, Speech, and Signal Processing (ICASSP) , 2026

2025

  1. Text-guided Weakly Supervised Framework for Dynamic Facial Expression Recognition
    Gunho Jung , Heejo Kong , and Seong-Whan Lee
    In Pattern Recognition (PR) , 2025
  2. Integrating Locality-Aware Attention with Transformers for General Geometry PDEs
    Minsu Koh , Beomchul Park , Heejo Kong , and 1 more author
    In International Joint Conference on Neural Networks (IJCNN) , 2025
  3. Diversify and Conquer: Open-set Diagreement for Robust Semi-Supervised Learning with Outliers
    Heejo Kong , Sung-Jin Kim , Gunho Jung , and 1 more author
    In IEEE Transactions on Neural Networks and Learning Systems (TNNLS) , 2025

2024

  1. TE-TAD: Towards Fully End-to-End Temporal Action Detection via Time-Aligned Coordinate Expression
    Ho-Joong Kim , Jung-Ho Hong , Heejo Kong , and 1 more author
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , 2024
  2. Instance-Ambiguity Weighting for Multi-Label Recognition with Limited Annotations
    Daniel Shrewsbury , Suneung Kim , Young-Eun Kim , and 2 more authors
    In Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) , 2024
  3. Unknown-Aware Graph Regularization for Robust Semi-supervised Learning from Uncurated Data
    Heejo Kong , Suneung Kim , Ho-Joong Kim , and 1 more author
    In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) , 2024

2023

  1. Pruning-Guided Curriculum Learning for Semi-supervised Semantic Segmentation
    Heejo Kong , Gun-Hee Lee , Suneung Kim , and 1 more author
    In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) , 2023