Seonghyeon Hwang

According to our database, Seonghyeon Hwang authored at least 8 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

GradMix: Gradient-based Selective Mixup for Robust Data Augmentation in Class-Incremental Learning.

Minsu Kim, Seonghyeon Hwang, Steven Euijong Whang

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, 2026

2025

MIDAS: Misalignment-based Data Augmentation Strategy for Imbalanced Multimodal Learning.

Seonghyeon Hwang, Soyoung Choi, Steven Euijong Whang

CoRR, September, 2025

T-CIL: Temperature Scaling using Adversarial Perturbation for Calibration in Class-Incremental Learning.

Seonghyeon Hwang, Minsu Kim, Steven Euijong Whang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

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., May, 2024

RC-Mixup: A Data Augmentation Strategy against Noisy Data for Regression Tasks.

Seonghyeon Hwang, Minsu Kim, Steven Euijong Whang

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Quilt: Robust Data Segment Selection against Concept Drifts.

Minsu Kim, Seonghyeon Hwang, Steven Euijong Whang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2021

MixRL: Data Mixing Augmentation for Regression using Reinforcement Learning.

Seonghyeon Hwang, Steven Euijong Whang

CoRR, 2021

2020

Inspector Gadget: A Data Programming-based Labeling System for Industrial Images.

Geon Heo, Yuji Roh, Seonghyeon Hwang, Dayun Lee, Steven Whang

Proc. VLDB Endow., 2020