Yuta Ishimoto

Yuta Ishimoto

Ph.D. Student

Kyushu University

Biography

I’m a Ph.D. student in Graduate School of Information Science at Kyushu University, where I’m supervised by Prof. Yasutaka Kamei (Our lab’s web here) . I received B.Eng. and M.Eng. degrees from the Kyushu University (2021 and 2023). I am supported by Japan Society for the Promotion of Science (JSPS) research fellowship (DC2) (2024.4-).

My research topic is Software Engineering for AI/ML (SE4AI). A recent topic is a repair/debugging for DNNs. I am also conducting research on quantum software engineering.

日本語のページはこちら »

Interests
  • Software Engineering for AI
  • Fault localization and Repair for DNNs
  • Quantum Software Engineering
Education
  • Ph.D., 2023 -

    Kyushu University

  • M.Eng., 2021 - 2023

    Kyushu University

  • B.Eng., 2019 - 2021

    Kyushu University

Featured Publications

Refereed and first-authored

All research achievements »

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(2024). An Empirical Study on Self-Admitted Technical Debt in Quantum Software. Proceedings of the 31st Asia-Pacific Software Engineering Conference (APSEC).

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(2024). Repairs and Breaks Prediction for Deep Neural Networks. ACM Transactions on Software Engineering and Methodology.

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(2023). PAFL: Probabilistic Automaton-based Fault Localization for Recurrent Neural Networks. Information and Software Technology.

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Contact

  • ishimoto🌟posl.ait.kyushu-u.ac.jp(replace 🌟 for at)
  • (+81) 092 802 3606
  • 744 Motooka, Nishi-ku, Fukuoka 819-0395