FUTAMURA Yasunori

Affiliation
Institute of Systems and Information Engineering
Official title
Associate Professor
URL
Office
Mathematical Modeling & Algorithms Laboratory
Research projects
スペクトラルアルゴリズムによる再現性を指向した高性能並列グラフ解析手法の開発2022-04 -- 2025-03Yasunori FutamuraJSPS/4,160,000Yen
連続緩和型アルゴリズムによる超並列高速グラフ分割の研究2019-04 -- 2022-03二村 保徳Japan Society for the Promotion of Science/Grant-in-Aid for Early-Career Scientists4,290,000Yen
Career history
2014-04 -- 2014-09University of TsukubaFaculty of Engineering, Information and SystemsResearch Fellow
Degree
2014-03博士（工学）University of Tsukuba
2011-03修士（工学）University of Tsukuba
2009-03学士（情報工学）University of Tsukuba
2007-03準学士（情報工学）豊田工業高等専門学校
Academic societies
-- (current)Society for Industrial and Applied Mathematics (SIAM)
-- (current)情報処理学会
-- (current)日本応用数理学会
Honors & Awards
2021-09Outstanding Paper Award
Articles
Books
Conference, etc.
  • 機械学習を用いて，入院時に胃癌術後入院期間 を予測する
    丸山 常彦; 池澤 和人; 鈴木 英雄; 二村 保徳; 櫻 井 鉄也; 小田 竜也
    第 79 回日本消化器外科学会総会/2024-7-17--2024-7-19
  • 胃癌術後の早期経口開始は，術後入院期間を有 意に短縮させる
    丸山 常彦; 池澤 和人; 鈴木 英雄; 櫻井 鉄也; 二村 保徳; 小田 竜也
    第 124 回日本外科学会定期学術集会/2024-4-18--2024-4-20
  • Recent progress in complex moment-based eigenvalue solvers
    Imakura Akira; sakurai tetsuya; Futamura yasunori
    SIAM Conference on Parallel Processing for Scientific Computing (PP24)/2024-03-05--2024-03-08
  • Distributed data analysis through data collaboration technique
    sakurai tetsuya; Imakura Akira; Futamura yasunori
    SIAM Conference on Parallel Processing for Scientific Computing (PP24)/2024-03-05--2024-03-08
  • 機械学習を用いて、胃癌手術症例における術後入院期間を決定する因子を抽出する
    丸山 常彦; 池澤 和人; 鈴木 英雄; 櫻井 鉄也; 二村 保徳; 小田 竜也
    第96回日本胃癌学会総会/2024-2-28--2024-3-1
  • 機械学習を用いた子宮頸がん病理組織像の放射線治療変化判定モデルの開発
    後藤　雅明; 二村　保徳; 牧島　弘和; 坂本　規彰; 飯島　達生; 玉木　義雄; 櫻井　鉄也; 奥村　敏之; 櫻...
    日本放射線腫瘍学会第36回学術大会/2023-11-30--2023-12-02
  • Development of a machine learning model to evaluate changes during radiotherapy in cervical cancer tumor cells
    Goto Masaaki; Futamura Yasunori; Makishima Hirokazu; S...
    2023 ASTRO Annual meeting/2023-10-1--2023-10-4
  • Cost-Efficient Integrated Analysis of Distributed Data in Secure Environments
    Sakurai Tetsuya; Imakura Akira; Ye Xiucai; Bogdanova Ann...
    SIAM Conference on Computational Science and Engineering (CSE23)/2023-02-26--2023-03-03
  • Multiview Network Embedding for Drug-target Interaction Prediction
    Ye Xiucai; Shang Yifan; Futamura Yasunori; Sakurai Tetsuya
    15th International Conference on Machine Learning and Computing (ICMLC)/2023-02-17--2023-02-20
  • 測地線距離に基づくスペクトラルグラフ分割による並列Nested Dissection
    若木良太; 二村 保徳; 櫻井鉄也
    日本応用数理学会「行列・固有値問題の解法とその応用」研究部会 第32回研究会/2021-12-10--2021-12-10
  • Spectral Graph Partitioning Using Geodesic Distance-based Projection
    Futamura Yasunori; Wakaki Ryota; Sakurai Tetsuya
    2021 IEEE High Performance Extreme Computing Conference (HPEC)/2021-09-20--2021-09-24
  • Multi-view Network Embedding for Drug-target Interactions Prediction
    Shang Yifan; Ye Xiucai; Futamura Yasunori; Yu Liang; Saku...
    6th International Conference on Medical and Health Informatics/2022-5-13--2022-5-15
  • 機械学習を用いた子宮頸がん放射線治療後の予後予測
    後藤 雅明; 二村 保徳; 斎藤 高; 石田 俊樹; 玉木 義雄; 櫻井 鉄也; 櫻井 英幸
    日本放射線腫瘍学会第34回学術大会/2021-11-12--2021-11-14
  • Efficient Contour Integral-based Eigenvalue Computation using an Iterative Linear Solver with Shift-Invert Preconditioning
    Futamura Yasunori; Sakurai Tetsuya
    The International Conference on High Performance Computing in Asia-Pacific Region (HPC Asia 2021)/2021-01-20--2021-01-22
  • Parallel Contour Integral-Based Eigenvalue Computation using a Block Krylov Linear Solver with Shift-Invert Preconditioning
    Futamura Yasunori; Sakurai Tetsuya
    SIAM Conference on Computational Science and Engineering/2021-03-01--2021-03-05
  • Efficient Implementation of a Dimensionality Reduction Method Using a Complex Moment-Based Subspace
    Yano Takahiro; Futamura Yasunori; Imakura Akira; Sakurai ...
    The International Conference on High Performance Computing in Asia-Pacific Region (HPC Asia 2021)/2021-01-20--2021-01-22
  • Multi-GPU Scalable Implementation of a Contour-Integral-Based Eigensolver for Real Symmetric Dense Generalized Eigenvalue Problems
    Yano Takahiro; Futamura Yasunori; Sakurai Tetsuya
    Eighth International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC-2013)/2013-10-28--2013-10-30
  • A complex moment-based spectral method for detecting anomalous structures in large graphs
    Sakurai Tetsuya; Funamura Yasunori; Ye Xiucai; Imakura A...
    International Congress on Industrial and Applied Mathematics (ICIAM2019)/2019-07-15
  • Benefits from using mixed precision computations in the ELPA-AEO and ESSEX-II eigensolver projects
    Alvermann Andreas; Basermann Achim; Bungartz Hans-Joac...
    International Workshop on Eigenvalue Problems - Algorithms; Software and Applications, in Petascale Computing (EPASA)/2018-03-05--2018-03-06
  • A contour intergral-based stochastic estimator for eigenvalue counts of generalized eigenproblems
    Futamura Yasunori; Yano Takahiro; Imakura Akira; Sakurai ...
    SIAM Conference on Computational Science and Engineering (CSE19)/2019-02-25--2019-03-01
  • Spectral Anomaly Detection in Large Graphs Using a Complex Moment-based Eigenvalue Solver
    Futamura Yasunori; Ye Xiucai; Imakura Akira; Sakurai Tet...
    2019 International Workshop on Cyber-Physical Systems and Cyber-Resilience/2019-03-20--2019-03-20
  • Structure-Preserving Technique in the Block SS-Hankel Method for Solving Hermitian Generalized Eigenvalue Problems
    Imakura Akira; Futamura Yasunori; Sakurai Tetsuya
    12th International Conference on Parallel Processing and Applied Mathematics (PPAM)/2017-09-10--2017-09-13
  • Memory-Saving Technique for the Sakurai-Sugiura Eigenvalue Solver Using the Shifted Block Conjugate Gradient Method
    Futamura Yasunori; Sakurai Tetsuya
    2nd International Workshop on Eigenvalue Problems - Algorithms, Software and Applications in Petascale Computing (EPASA)/2015-09-14--2015-09-16
  • Eigenspectrum Calculation of the O(a)-Improved Wilson-Dirac Operator in Lattice QCD Using the Sakurai-Sugiura Method
    Suno Hiroya; Nakamura Yoshifumi; Ishikawa Ken-Ichi; Ku...
    2nd International Workshop on Eigenvalue Problems - Algorithms, Software and Applications in Petascale Computing (EPASA)/2015-09-14--2015-09-16
  • Symmetry-preserving of the Hankel-type Sakurai-Sugiura eigenvalue solver for large sparse Hermitian definite generalized eigenvalue problem
    Futamura Yasunori; Imakura Akira; Sakurai Tetsuya
    10th International Workshop on Parallel Matrix Algorithms and Applications (PMAA18)/2018-06-27--2018-06-29
  • more...
Intellectural property rights
  • 特徴量選択装置、特徴量選択方法、及びプログラム
    櫻井 鉄也; 二村保徳; 松田萌望
Teaching
2024-10 -- 2025-02Computer Science Seminar AfUniversity of Tsukuba.
2024-10 -- 2025-02Computer Science Seminar BfUniversity of Tsukuba.
2024-10 -- 2025-03Doctoral Research in Life Science Innovation ⅠUniversity of Tsukuba.
2024-04 -- 2024-08Research in Computer Science IsUniversity of Tsukuba.
2024-10 -- 2025-02Research in Computer Science IIfUniversity of Tsukuba.
2024-10 -- 2025-03Master's Research in Life Science Innovation ⅢUniversity of Tsukuba.
2024-10 -- 2025-03Master's Research in Life Science Innovation ⅣUniversity of Tsukuba.
2024-10 -- 2025-03Doctoral Research in Life Science Innovation ⅤUniversity of Tsukuba.
2024-04 -- 2024-08Internship in Cross-desciplinary Laboratories AUniversity of Tsukuba.
2024-10 -- 2025-02Internship in Cross-desciplinary Laboratories AUniversity of Tsukuba.
more...

(Last updated: 2024-09-09)