Seonghyeon Hwang

13 papers A* 3Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2026 — conf
GradMix: Gradient-based Selective Mixup for Robust Data Augmentation in Class-Incremental Learning.
KDD (1)
Minsu Kim, Seonghyeon Hwang, Steven Euijong Whang
2025 J jnl
GradMix: Gradient-based Selective Mixup for Robust Data Augmentation in Class-Incremental Learning.
CoRR
Minsu Kim, Seonghyeon Hwang, Steven Euijong Whang
2025 J jnl
MIDAS: Misalignment-based Data Augmentation Strategy for Imbalanced Multimodal Learning.
CoRR
Seonghyeon Hwang, Soyoung Choi, Steven Euijong Whang
2025 A* conf
T-CIL: Temperature Scaling using Adversarial Perturbation for Calibration in Class-Incremental Learning.
CVPR
Seonghyeon Hwang, Minsu Kim, Steven Euijong Whang
2025 J jnl
T-CIL: Temperature Scaling using Adversarial Perturbation for Calibration in Class-Incremental Learning.
CoRR
Seonghyeon Hwang, Minsu Kim, Steven Euijong Whang
2024 J jnl
KNN Local Linear Regression for Demarcating River Cross-Sections with Point Cloud Data from UAV Photogrammetry URiver-X.
Remote. Sens.
Taesam Lee, Seonghyeon Hwang, Vijay P. Singh
2024 A* conf
Quilt: Robust Data Segment Selection against Concept Drifts.
AAAI
Minsu Kim, Seonghyeon Hwang, Steven Euijong Whang
2024 A* conf
RC-Mixup: A Data Augmentation Strategy against Noisy Data for Regression Tasks.
KDD
Seonghyeon Hwang, Minsu Kim, Steven Euijong Whang
2024 J jnl
RC-Mixup: A Data Augmentation Strategy against Noisy Data for Regression Tasks.
CoRR
Seonghyeon Hwang, Minsu Kim, Steven Euijong Whang
2023 J jnl
Quilt: Robust Data Segment Selection against Concept Drifts.
CoRR
Minsu Kim, Seonghyeon Hwang, Steven Euijong Whang
2021 J jnl
MixRL: Data Mixing Augmentation for Regression using Reinforcement Learning.
CoRR
Seonghyeon Hwang, Steven Euijong Whang
2020 J jnl
Inspector Gadget: A Data Programming-based Labeling System for Industrial Images.
CoRR
Geon Heo, Yuji Roh, Seonghyeon Hwang, Dayun Lee, Steven Euijong Whang
2020 J jnl
Inspector Gadget: A Data Programming-based Labeling System for Industrial Images.
Proc. VLDB Endow.
Geon Heo, Yuji Roh, Seonghyeon Hwang, Dayun Lee, Steven Whang