Seonghyeon Hwang

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

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Venues

SIGKDD ×2 AAAI ×1 CVPR ×1 NeurIPS ×1

Frequent coauthors

Minsu Kim

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×2

Papers

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