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ORCIDYongKyung Oh
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Journal Articles
- 2025
[j6]Yongkyung Oh
, Giheon Koh, Jiin Kwak, Kyubo Shin, Gi-Soo Kim, Min Joung Lee, Hokyung Choung, Namju Kim, Jae Hoon Moon, Sungil Kim:
TAOD-Net: Automated detection and analysis of thyroid-associated orbitopathy in facial imagery. Comput. Ind. Eng. 203: 111024 (2025)- [j5]Yongkyung Oh, Heeyoung Kim, Sungil Kim:
TSSI: Time Series as Screenshot Images for multivariate time series classification using convolutional neural networks. Comput. Ind. Eng. 209: 111393 (2025) - 2024
- [j4]YongKyung Oh, Chiehyeon Lim, Junghye Lee, Sewon Kim, Sungil Kim:
Multichannel convolution neural network for gas mixture classification. Ann. Oper. Res. 339(1-2): 261-295 (2024) - [j3]YongKyung Oh, Sungil Kim:
Multi-modal lifelog data fusion for improved human activity recognition: A hybrid approach. Inf. Fusion 110: 102464 (2024) - [j2]YongKyung Oh, Sungil Kim:
Grid-Based Bayesian Bootstrap Approach for Real-Time Detection of Abnormal Vessel Behaviors From AIS Data in Maritime Logistics. IEEE Trans Autom. Sci. Eng. 21(4): 6680-6692 (2024) - 2023
- [j1]YongKyung Oh, Juhui Lee, Sungil Kim:
Sensor drift compensation for gas mixture classification in batch experiments. Qual. Reliab. Eng. Int. 39(6): 2422-2437 (2023)
Conference and Workshop Papers
- 2025
- [c6]YongKyung Oh, Dong-Young Lim, Sungil Kim:
DualDynamics: Synergizing Implicit and Explicit Methods for Robust Irregular Time Series Analysis. AAAI 2025: 19730-19739 - [c5]YongKyung Oh, Alex A. T. Bui:
Multi-View Contrastive Learning for Robust Domain Adaptation in Medical Time Series Analysis. CHIL 2025: 502-526 - [c4]YongKyung Oh, Seungsu Kam, Jonghun Lee, Dong-Young Lim, Sungil Kim, Alex A. T. Bui:
Comprehensive Review of Neural Differential Equations for Time Series Analysis. IJCAI 2025: 10621-10631 - 2024
- [c3]YongKyung Oh, Dongyoung Lim, Sungil Kim:
Stable Neural Stochastic Differential Equations in Analyzing Irregular Time Series Data. ICLR 2024 - 2022
- [c2]YongKyung Oh:
Multivariate Times Series Classification Using Multichannel CNN. IJCAI 2022: 5865-5866 - 2021
- [c1]YongKyung Oh, Sungil Kim:
Multi-channel Convolution Neural Network for Gas Mixture Classification. ICDM (Workshops) 2021: 1094-1095
Informal and Other Publications
- 2025
- [i8]YongKyung Oh, Seungsu Kam, Jonghun Lee, Dong-Young Lim, Sungil Kim, Alex A. T. Bui:
Comprehensive Review of Neural Differential Equations for Time Series Analysis. CoRR abs/2502.09885 (2025) - [i7]YongKyung Oh, Alex A. T. Bui:
Multi-View Contrastive Learning for Robust Domain Adaptation in Medical Time Series Analysis. CoRR abs/2506.22393 (2025) - [i6]YongKyung Oh, Dong-Young Lim, Sungil Kim, Alex A. T. Bui:
TANDEM: Temporal Attention-guided Neural Differential Equations for Missingness in Time Series Classification. CoRR abs/2508.17519 (2025) - [i5]YongKyung Oh, Seungsu Kam, Dong-Young Lim, Sungil Kim:
Modeling Irregular Astronomical Time Series with Neural Stochastic Delay Differential Equations. CoRR abs/2508.17521 (2025) - [i4]Emily Alsentzer, Marie-Laure Charpignon, Bill Chen, Niharika D'Souza, Jason A. Fries, Yixing Jiang, Aparajita Kashyap, Chanwoo Kim, Simon Lee, Aishwarya Mandyam, Ashery Christopher Mbilinyi, Nikita Mehandru, Nitish Nagesh, Brighton Nuwagira, Emma Pierson, Arvind Pillai, Akane Sano, Tanveer F. Syeda-Mahmood, Shashank Yadav, Elias Adhanom, Muhammad Umar Afza, Amelia Archer, Suhana Bedi, Vasiliki Bikia, Trenton Chang, George H. Chen, Winston Chen, Erica Chiang, Edward Choi, Octavia Ciora, Paz Dozie-Nnamah, Shaza Elsharief, Matthew Engelhard, Ali Eshragh, Jean Feng, Josh Fessel, Scott L. Fleming, Kei Sen Fong, Thomas Frost, Soham Gadgil, Judy Gichoya, Leeor Hershkovich, Sujeong Im, Bhavya Jain, Vincent Jeanselme, Furong Jia, Qixuan Jin, Yuxuan Jin, Daniel Kapash, Geetika Kapoor, Behdokht Kiafar, Matthias Kleiner, Stefan Kraft, Annika Kumar, Daeun Kyung, Zhongyuan Liang, Joanna Lin, Qianchu Liu, Chang Liu, Hongzhou Luan, Chris Lunt, Leopoldo Julian Lechuga López, Matthew B. A. McDermott, Shahriar Noroozizadeh, Connor O'Brien, YongKyung Oh, Mixail Ota, Stephen Pfohl, Meagan Pi, Tanmoy Sarkar Pias, Emma Rocheteau, Avishaan Sethi, Toru Shirakawa, Anita Silver, Neha Simha, Kamile Stankeviciute, Max Sunog, Peter Szolovits, Shengpu Tang, Jialu Tang, Aaron Tierney, John Valdovinos, Byron Wallace, Will Ke Wang, Peter Washington, Jeremy Weiss, Daniel Wolfe, Emily Wong, Hye Sun Yun, Xiaoman Zhang, Xiao Yu Cindy Zhang, Hayoung Jeong, Kaveri A. Thakoor:
Reflections from Research Roundtables at the Conference on Health, Inference, and Learning (CHIL) 2025. CoRR abs/2510.15217 (2025) - 2024
- [i3]YongKyung Oh, Dongyoung Lim, Sungil Kim:
Invertible Solution of Neural Differential Equations for Analysis of Irregularly-Sampled Time Series. CoRR abs/2401.04979 (2024) - [i2]YongKyung Oh, Dongyoung Lim, Sungil Kim:
Stable Neural Stochastic Differential Equations in Analyzing Irregular Time Series Data. CoRR abs/2402.14989 (2024) - 2021
- [i1]YongKyung Oh, Jiin Kwak, JuYoung Lee, Sungil Kim:
Time Delay Estimation of Traffic Congestion Propagation based on Transfer Entropy. CoRR abs/2108.06717 (2021)
Coauthor Index
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