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Seonghyeon Hwang

5 papers at tracked venues · 5 at CORE A* · active 2024–2026

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Venues

SIGKDD ×2AAAI ×1CVPR ×1NeurIPS ×1

Frequent coauthors

Steven Euijong Whang
×5
Minsu Kim
×4
Soyoung Choi
×1

Papers

  1. GradMix: Gradient-based Selective Mixup for Robust Data Augmentation in Class-Incremental Learning
    SIGKDD 2026 ·
    Minsu Kim
    , Seonghyeon Hwang,
    Steven Euijong Whang
  2. MIDAS: Misalignment-based Data Augmentation Strategy for Imbalanced Multimodal Learning
    NeurIPS 2025 · Seonghyeon Hwang,
    Soyoung Choi
    ,
    Steven Euijong Whang
  3. T-CIL: Temperature Scaling using Adversarial Perturbation for Calibration in Class-Incremental Learning
    CVPR 2025 · Seonghyeon Hwang,
    Minsu Kim
    ,
    Steven Euijong Whang
  4. Quilt: Robust Data Segment Selection against Concept Drifts
    AAAI 2024 ·
    Minsu Kim
    , Seonghyeon Hwang,
    Steven Euijong Whang
  5. RC-Mixup: A Data Augmentation Strategy against Noisy Data for Regression Tasks
    SIGKDD 2024 · Seonghyeon Hwang,
    Minsu Kim
    ,
    Steven Euijong Whang