Research Papers for International Conference

1. Issa Oe, Keiichiro Yamamura, Hiroki Ishikura, Ryo Hamahira, Katsuki Fujisawa, Superpixel Attack: Enhancing Black-Box Adversarial Attack with Image-Driven Division Areas, Australasian Joint Conference on Artificial Intelligence 2023, 28th Nov - 1st Dec, 2023
2. Keiichiro Yamamura, Haruki Sato, Nariaki Tateiwa, Nozomi Hata, Katsuki Fujisawa, Issa Oe, Hiroki Ishikura and Toru Mitsutake, Diversified Adversarial Attacks based on Conjugate Gradient Method, Thirty-ninth International Conference on Machine Learning (ICML 2022), 19-21 Jul, 2022.
3. Keiichiro Yamamura, Issa Oe, Nozomi Hata, Hiroki Ishikura, Katsuki Fujisawa, Appropriate Balance of Diversification and Intensification Improves Performance and Efficiency of Adversarial Attacks, Transactions on Machine Learning Research (TMLR), May 2024.
4. Keiichiro Yamamura, Issa Oe, Hiroki Ishikura, Katsuki Fujisawa, Enhancing Output Diversity Improves Conjugate Gradient-based Adversarial Attacks, the 4th edition of the International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI)

Research Papers for Academic Journal

1. Ishikura Hiroki, Tateiwa Nariaki, Egi Shingo, Oe Issa, Hata Nozomi, Mitsutake Toru, Yamamura Keiichiro, Fujii Miyu, Fujisawa Katsuki, Scheduling system for automated storage and retrieval system with multiple machines using a time-expanded network, Japan Journal of Industrial and Applied Mathematics, Springer, DOI : 10.1007/s13160-023-00619-1

Presentations

1. Issa Oe, Improvement of black-box adversarial attacks based on discrete optimization using Superpixel, The 7th ZIB-IMI-ISM-NUS-RIKEN-MODAL Workshop on Future Algorithms and Applications, 27th to 30th September, 2023.
2. Issa Oe, Superpixel Attack: Enhancing Black-Box Adversarial Attack with Image-Driven Division Areas, Australasian Joint Conference on Artificial Intelligence 2023, 28th Nov - 1st Dec, 2023.

Awards

1. Selected International Science Cource in 2018
2. Student awards from Kyushu University in 2024

Patent

1. Ising machine selection device, ising machine selection method, and program^{(※translated)} (Japanese Patent No. JP2024040542A)

Books

1. Katsuki Fujisawa, Mitsutake Toru, Issa Oe, Hata Nozomi, Practical application of quantum technology and how to introduce it into R&D work ^{(※translated)}, Technical Information Institute CO., LTD, ISBN 978-4-86104-915-6

MST publications

1. MST thesis (Title: Proposal and Evaluation of Adversarial Attack Based on Discrete Optimization Using Superpixel)
2. MST publications