Research output per year
Research output per year
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Dive into the research topics where Jun-Geol Baek is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A Gated Attention-Based Semi-Supervised Learning Framework for Label-Scarce Tabular Data
Jang, Y., Jung, Y., Oh, G. G. & Baek, J. G., 2026, In: IEEE Access. 14, p. 90319-90333 15 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Digital twin-based test-time adaptation for robust visual perception in manufacturing
Ha, S. Y., Hwang, J. H., Yun, J. S., Yun, J. P., Baek, J. G. & Won, H. I., 2026 Oct 1, In: Engineering Applications of Artificial Intelligence. 181, 115415.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Citation (Scopus) -
Predicting unseen lithium-ion battery degradation modes through domain generalization
Shin, G., Jung, Y. & Baek, J. G., 2026 Jun, In: Energy Reports. 15, 109121.Research output: Contribution to journal › Article › peer-review
Open Access2 Link opens in a new tab Citations (Scopus) -
Switch ON/OFF learning of one-dimensional convolutional neural network and one-dimensional generative adversarial network for fault detection
Song, S., Chang, K., Park, C. & Baek, J. G., 2026 Jan, In: Journal of Intelligent Manufacturing. 37, 1, p. 525-547 23 p.Research output: Contribution to journal › Article › peer-review
3 Link opens in a new tab Citations (Scopus) -
Anomaly Detection Framework With Contrastive Learning and Multiview Augmentation for Time-Series Domain Generalization
Lee, Y., Song, S., Park, K. Y., Koo, B. M. & Baek, J. G., 2025, In: IEEE Transactions on Instrumentation and Measurement. 74, 2502109.Research output: Contribution to journal › Article › peer-review
4 Link opens in a new tab Citations (Scopus)
Press/Media
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Data from Korea University Provide New Insights into Engineering (A Gated Attention-based Semi-supervised Learning Framework for Label-scarce Tabular Data)
26/7/29
1 item of Media coverage
Press/Media: Press / Media
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Findings from Korea University Yields New Data on Economics (Ethylene Production From Shale Gas Using a Dielectric Barrier Discharge Plasma Reactor: an Integrative Circular Economy Perspective)
Baek, J.-G., Baek, S. J. & Baek, S.
26/7/14
1 item of Media coverage
Press/Media: Press / Media
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Reports from Korea University Provide New Insights into Energy (Predicting Unseen Lithium-ion Battery Degradation Modes Through Domain Generalization)
26/6/3
1 item of Media coverage
Press/Media: Press / Media
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Findings from Korea University in the Area of Technology Described (Autonomous Pid Tuning: Two-phase Reinforcement Learning Through Adversarial Imitation Learning Under Imperfect Demonstrations)
26/3/2
1 item of Media coverage
Press/Media: Press / Media
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Study Findings on Information Technology Are Outlined in Reports from Korea University (Quality Boost of Tabular Data Synthesis Using Interpolative Cumulative Distribution Function Decoding and Type-specific Conditioner)
Baek, J.-G., Park, Y., Park, Y. & Park, Y.
25/9/8
1 item of Media coverage
Press/Media: Press / Media