2026
[C4] CALAD: Channel-Aware contrastive Learning for multivariate time series Anomaly Detection
Jaehyeop Hong, Youngbum Hur
International Conference on Pattern Recognition (ICPR)
[C3] PaP-NF: Probabilistic Long-Term Time Series Forecasting via Prefix-as-Prompt Reprogramming and Normalizing Flows
Minju Kim, Youngbum Hur
International Conference on Pattern Recognition (ICPR)
[C2] CoReVAD: A Contextual Reasoning Framework for Training-Free Video Anomaly Detection
Hyeongmuk Lim, Youngbum Hur
International Conference on Pattern Recognition (ICPR)
2025
[J9] A Noise-Resilient Auto-Labeling Framework with Transition Matrix (Link)
Wonhee Lee, Youngbum Hur
IEEE Access 13, 185790 - 185801
2024
[J8] Self-Supervised Anomaly Detection using Outliers for Multivariate Time Series (Link)
Jaehyeop Hong, Youngbum Hur
IEEE Access 12, 197516 - 197528
[J7] TripletMatch: Wafer Map Defect Detection Using Semi-Supervised Learning and Triplet Loss with Mixup (Link)
Changjin Lim, Youngbum Hur
IEEE Access 12, 182726 - 182736
2022
[J6] Malaysian Name-based Ethnicity Classification using LSTM (Link)
Youngbum Hur
KSII Transactions on Internet and Information Systems 12 (6), 3855-3867
[J5] A Simple Framework for Robust Out-of-Distribution Detection (Link)
Youngbum Hur, Eunho Yang ,Sung Ju Hwang
IEEE Access 10, 23086-23097
2021
[W1] Consistency regularization for training confidence-calibrated classifiers (Link)
Youngbum Hur*, Jihoon Tack*, Eunho Yang, Sung Ju Hwang, Jinwoo Shin
ICML Workshop on Uncertainty & Robustness in Deep Learning
2020
[C1] Distribution aligning refinery of pseudo-label for imbalanced semi-supervised learning (Link)
Jaehyung Kim, Youngbum Hur, Sejun Park, Eunho Yang, Sung Ju Hwang, Jinwoo Shin
Advances in Neural Information Processing Systems (NeurIPS)
[J4] Appointment scheduling at a multidisciplinary outpatient clinic using stochastic programming (Link)
Youngbum Hur, Jonathan Bard, Douglas Morrice
Naval Research Logistics (NRL) 68 (1), 134-155
2019
[J3] A stochastic optimization approach to shift scheduling with breaks adjustments (Link)
Youngbum Hur, Jonathan Bard, Markus Frey, Ferdinand Kiermaier
Computers & Operations Research 107, 127-139
[J2] An investigation of shift and break flexibility with real-time break assignments using a rolling horizon approach (Link)
Youngbum Hur, Jonathan Bard, Markus Frey, Ferdinand Kiermaier
Flexible Services and Manufacturing Journal 31 (1), 174-211
[J1] Hierarchy machine set-up for multi-pass lot scheduling at semiconductor assembly and test facilities (Link)
Youngbum Hur, Jonathan Bard, Rodolfo Chacon
International Journal of Production Research 57 (14), 4351-4370