Yoshizoe Kazuki

ヨシゾエカズキ | Yoshizoe Kazuki

Affiliation and department：
Job title： Professor

Research field (2)： High-performance computing , Intelligent informatics

Research keywords (10)：ゲーム情報学 , Biometrics , Game Tree Search , Artificial Intelligence , 情報セキュリティ , バイオメトリクス , 量子計算 , 探索 , 囲碁 , 人工知能

Research theme for competitive and other funds (9)：

2020 - 2025 社会を志向した革新的アルゴリズムの実装
2020 - 2025 High-Performance Optimization Algorithm based on Machine Learning and Search
2018 - 2021 AI技術に基づく短期交通予測手法と総合的な交通需要マネジメントの研究開発
2015 - 2018 Research on Mathematical Methods and Development of Libraries for Combined and Hierarchical Autotuning
2015 - 2018 Interval constraint programming technique for discrete-continuous hybrid systems

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Papers (41)：

Shoichi Ishida, Tanuj Aasawat, Masato Sumita, Michio Katouda, Tatsuya Yoshizawa, Kazuki Yoshizoe, Koji Tsuda, Kei Terayama. ChemTSv2: Functional molecular design using de novo molecule generator. WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL MOLECULAR SCIENCE. 2023
Shoichi Ishida, Tanuj Aasawat, Masato Sumita, Michio Katouda, Tatsuya Yoshizawa, Kazuki Yoshizoe, Koji Tsuda, Kei Terayama. ChemTSv2: Democratizing Functional Molecular Design Using de novo Molecule Generator. ChemRxiv. 2023
Masato Sumita, Kei Terayama, Naoya Suzuki, Shinsuke Ishihara, Ryo Tamura, Mandeep K. Chahal, Daniel T. Payne, Kazuki Yoshizoe, Koji Tsuda. De novo creation of a naked eye-detectable fluorescent molecule based on quantum chemical computation and machine learning. Science Advances. 2022. 8. 10
Ryuichiro Hataya, Jan Zdenek, Kazuki Yoshizoe, Hideki Nakayama. Meta Approach to Data Augmentation Optimization. Winter Conference on Applications of Computer Vision (WACV). 2022. 3535-3544
Xiufeng Yang, Tanuj Kr Aasawat, Kazuki Yoshizoe. Practical Massively Parallel Monte-Carlo Tree Search Applied to Molecular Design. The Ninth International Conference on Learning Representations (ICLR2021). 2021

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MISC (18)：

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Patents (1)：

Books (1)：

Lectures and oral presentations (16)：

スケーラブルな並列探索による最適化問題の求解
(第167回HPC研究会 2018)
Using local minima to accelerate Krawczyk-Hansen global optimization
(電子情報通信学会技術研究報告 = IEICE technical report : 信学技報 2018)
X10GLBライブラリの最適化問題のための拡張
(電気関係学会北陸支部連合大会講演論文集 2017)
Scalable Parallelization of a Numerical Constraint Solver
(日本ソフトウェア科学会大会論文集 2015)
Accelerated UCT and Its Application to Two-Player Games
(Advances in Computer Games 13 2011)

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Professional career (1)：

Work history (1)：

2021/10 - 現在 Kyushu University Research Institute for Information Technology Professor

Awards (1)：

2011/11 - International Computer Games Association (ICGA) Best Paper Award, Advances in Computer Games 13 (ACG13) Accelerated UCT and Its Application to Two-Player Games

Association Membership(s) (5)：

電子情報通信学会 , ICGA , ACM , 人工知能学会 , 情報処理学会

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