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Our Researchers
June 5, 2026
Kensuke Wagata
Researcher
Master of Engineering
Research Area
- Deep learning
- Pattern recognition
Papers
- Wagata, K., & Teoh, A. B. J. (2022). Few-shot continuous authentication for mobile-based biometrics. Applied Sciences, 12(20), 10365.
- Yoon, J., Park, J., Wagata, K., Park, H., & Teoh, A. B. J. (2023, October). Pretrained implicit-ensemble transformer for open-set authentication onmultimodal mobile biometrics. In Proceedings of the 31st ACM International Conference on Multimedia (pp. 5909-5922).
- Wagata, K., & Teoh, A. B. J. (2024, April). Cross-Domain Cross-Task Transfer Mobile Touch-Stroke Authentication. In ICASSP 2024-2024 IEEEInternational Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 4445-4449). IEEE.
- Wagata, K., Huang, C., Nihey, F., Kosaka, Y., & Nakahara, K. (2025, July). Attribute-Aware Adversarial Domain Augmentation for Zero-ShotMedical Domain Adaptation. In 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (pp. 1-7). IEEE.
- Huang, C., Wagata, K., Nihey, F., Kosaka, Y., & Nakahara, K. (2025, July). Investigating the Synergy of Variational Information Bottleneck andIterative Transformer in a Hybrid Bottleneck Framework for Disease Prediction: An ablation study. In 2025 47th Annual International Conference ofthe IEEE Engineering in Medicine and Biology Society (EMBC) (pp. 1-6). IEEE.
- Wagata, K., Kosaka, Y., & Nakahara, K. (2026, May). MatchMix: Phase-Matched Frame Mixing for Temporally Consistent Motion Augmentation.In ICASSP 2026-2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 9422-9426). IEEE.
Academic/professional career summary
- August, 2023
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Master of Engineering, Yonsei University School of Electrical and Electronic Engineering
- October, 2023
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NEC