YongKyung Oh

According to our database, YongKyung Oh authored at least 13 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Comprehensive Review of Neural Differential Equations for Time Series Analysis.

YongKyung Oh, Seungsu Kam, Jonghun Lee, Dong-Young Lim, Sungil Kim, Alex Bui

CoRR, February, 2025

TAOD-Net: Automated detection and analysis of thyroid-associated orbitopathy in facial imagery.

Yongkyung Oh, Giheon Koh, Jiin Kwak, Kyubo Shin, Gi-Soo Kim, Min Joung Lee, Hokyung Choung, Namju Kim, Jae Hoon Moon, Sungil Kim

Comput. Ind. Eng., 2025

Multi-View Contrastive Learning for Robust Domain Adaptation in Medical Time Series Analysis.

YongKyung Oh, Alex Bui

Proceedings of the Conference on Health, 2025

DualDynamics: Synergizing Implicit and Explicit Methods for Robust Irregular Time Series Analysis.

YongKyung Oh, Dong-Young Lim, Sungil Kim

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Grid-Based Bayesian Bootstrap Approach for Real-Time Detection of Abnormal Vessel Behaviors From AIS Data in Maritime Logistics.

YongKyung Oh, Sungil Kim

IEEE Trans Autom. Sci. Eng., October, 2024

Multichannel convolution neural network for gas mixture classification.

YongKyung Oh, Chiehyeon Lim, Junghye Lee, Sewon Kim, Sungil Kim

Ann. Oper. Res., August, 2024

Multi-modal lifelog data fusion for improved human activity recognition: A hybrid approach.

YongKyung Oh, Sungil Kim

Inf. Fusion, 2024

Invertible Solution of Neural Differential Equations for Analysis of Irregularly-Sampled Time Series.

YongKyung Oh, Dongyoung Lim, Sungil Kim

CoRR, 2024

Stable Neural Stochastic Differential Equations in Analyzing Irregular Time Series Data.

YongKyung Oh, Dongyoung Lim, Sungil Kim

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Sensor drift compensation for gas mixture classification in batch experiments.

YongKyung Oh, Juhui Lee, Sungil Kim

Qual. Reliab. Eng. Int., October, 2023

2022

Multivariate Times Series Classification Using Multichannel CNN.

YongKyung Oh

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Time Delay Estimation of Traffic Congestion Propagation based on Transfer Entropy.

YongKyung Oh, Jiin Kwak, JuYoung Lee, Sungil Kim

CoRR, 2021

Multi-channel Convolution Neural Network for Gas Mixture Classification.

YongKyung Oh, Sungil Kim

Proceedings of the 2021 International Conference on Data Mining, 2021