Yuta Ishimoto

Yuta Ishimoto

First-year Ph.D. Student

Kyushu University

Biography

I’m a first-year Ph.D. student in Graduate School of Information Science at Kyushu University, where I’m supervised by Prof. Naoyasu Ubayashi. I received B.Eng. and M.Eng. degrees from the Kyushu University (2021 and 2023).

My research topic is Software Engineering for AI/ML (SE4AI, SE4ML). A recent topic is a repair/debugging for DNNs. I like both practical and theoretical things!

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

Publications

Refereed

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(2023). Uncertainty-aware Metamorphic Testing for Robust Object Detection Models. Proceedings of the 23rd International Conference on Software Quality, Reliability, and Security Companion (QRS-C).

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(2023). An Initial Analysis of Repair and Side-effect Prediction for Neural Networks. Proceedings of the 2nd International Conference on AI Engineering–Software Engineering for AI (CAIN).

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

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(2022). Do visual issue reports help developers fix bugs? a preliminary study of using videos and images to report issues on GitHub. Proceedings of the 30th International Conference on Program Comprehension (ICPC).

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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