Inspector Gadget: A Data Programming-based Labeling System for Industrial Images. - Geon Heo; Yuji Roh; Seonghyeon Hwang; Dayun Lee; Steven Whang 001 (Proc. VLDB Endow., 2020)

MixRL: Data Mixing Augmentation for Regression using Reinforcement Learning. - Seonghyeon Hwang; Steven Euijong Whang (CoRR, 2021)

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)

KNN Local Linear Regression for Demarcating River Cross-Sections with Point Cloud Data from UAV Photogrammetry URiver-X. - Taesam Lee; Seonghyeon Hwang; Vijay P. Singh (Remote. Sens., 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)