Koichiro Yawata (八幡 晃一郎)

koichiro.yawata.rt[at]gmail.com

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555 your office number

123 your address street

Your City, State 12345

I am a Chief Researcher at Hitachi, Ltd. My main research interests include physics-informed machine learning, but I am also interested in machine learning utilizing quantum computing and geographic information.

I am conducting my research on nonlinear dynamics as a PhD student under the supervision of Prof. Hiroya Nakao at the Institute of Science Tokyo.

Before that, I studied at the Kyoto University, where I received B.E. and M.E. degrees under the supervision of Prof. Toshio Aoyagi.

actualités

10 jul, 2026 共著論文がCOLMにアクセプトされました。
15 mai, 2026 CVPRW 2026で共著論文”From Surveillance to Mobile Robots: Regime-Aware Video Anomaly Detection“が発表されました。
15 mai, 2026 EUSIPCO 2026に2本の共著論文がアクセプトされました。
03 mai, 2026 AISTATS 2026で”Hypergraph Neural Networks Accelerate MUS Enumeration“を発表しました。
18 fév, 2026 公立はこだて未来大学でセミナーをしました。

publications sélectionnées

  1. AISTATS
    Hypergraph Neural Networks Accelerate MUS Enumeration
    Hiroya Ijima et Koichiro Yawata
    arXiv preprint arXiv:2604.09001, 2026
  2. CDC
    Data-driven phase control for limit-cycle oscillators under partial observation
    Koichiro Yawata, Norihisa Namura, Yuzuru Kato, and 1 more author
    In 2025 64th IEEE Conference on Decision and Control (CDC), 2025
  3. Chaos
    Phase autoencoder for limit-cycle oscillators
    Koichiro Yawata, Kai Fukami, Kunihiko Taira, and 1 more author
    Chaos: An Interdisciplinary Journal of Nonlinear Science, 2024
  4. IGARSS
    Tree-Based Approach for Vegetation Monitoring and Risk Assessment Along Powerline Using High Resolution Satellite Image
    Ching Man Yung, Yu Zhao, Tomonori Yamamoto, and 3 more authors
    In IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium, 2024