Quilt: Robust Data Segment Selection against Concept Drifts. - Minsu Kim 006; Seonghyeon Hwang; Steven Euijong Whang (AAAI, 2024)

RC-Mixup: A Data Augmentation Strategy against Noisy Data for Regression Tasks. - Seonghyeon Hwang; Minsu Kim 006; Steven Euijong Whang (KDD, 2024)

Fair Class-Incremental Learning using Sample Weighting. - Jaeyoung Park 003; Minsu Kim 006; Steven Euijong Whang (CoRR, 2024)

T-CIL: Temperature Scaling using Adversarial Perturbation for Calibration in Class-Incremental Learning. - Seonghyeon Hwang; Minsu Kim 006; Steven Euijong Whang (CVPR, 2025)

GradMix: Gradient-based Selective Mixup for Robust Data Augmentation in Class-Incremental Learning. - Minsu Kim 006; Seonghyeon Hwang; Steven Euijong Whang (CoRR, 2025)