ホーム > 櫻井鉄也/ Sakurai, Tetsuya

櫻井鉄也

Sakurai, Tetsuya

システム情報系 , 教授
Institute of Systems and Information Engineering , Professor

http://www.cs.tsukuba.ac.jp/~sakurai

オープンアクセス版の論文は「つくばリポジトリ」で読むことができます。

1. SSDP-DCA: Enhancing Data Collaboration Analysis with Privacy Amplification Techniques in Cloud Environments Sun, Tingkai; Ye, Xiucai; Imakura, Akira; Omote, KazumasaSakurai, Tetsuya
IEEE Transactions on Cloud Computing (2026)
2. A dual-language-model framework for reproducibility in small molecule-RNA binding site prediction Guan, Shixuan; Ye, Xiucai; Sakurai, Tetsuya
IEEE Journal of Biomedical and Health Informatics (2026)
3. Robust graph structure learning to improve multi-omics cancer subtype classification Guo, Mengke; Ye, Xiucai; Sakurai, Tetsuya
BMC Bioinformatics 27: (2026)
4. Estimation of conditional average treatment effects on distributed confidential data Kawamata, Yuji; Motai, Ryoki; Okada, Yukihiko; IMAKURA, AkiraSakurai, Tetsuya
Expert Systems with Applications 296: 129066 (2026)
5. A hybrid quantum-enhanced sandwich convolutional neural network for medical image classification Long, Changzhou; Li, Shuaiyu; Huang, Meng; Ye, XiucaiSakurai, Tetsuya
Current Bioinformatics (2026)
6. Revealing intra-group immunotherapy response heterogeneity in metastatic urothelial carcinoma through interpretable feature extraction and spectral clustering Nagumo, Yoshiyuki; Ye, Xiucai; Shi, Tianyi; Mathis, Bryan J. (+1 著者) Nishiyama, Hiroyuki
FRONTIERS IN IMMUNOLOGY 16: (2026) Semantic Scholar
7. Estimating covariate-balanced survival curve in distributed data environment using data collaboration quasi-experiment TOYODA, Akihiro; KAWAMATA, Yuji; NAKAYAMA, Tomoru; IMAKURA, Akira (+1 著者) OKADA, Yukihiko
Sci Rep 16: (2026) Semantic Scholar
8. Noise-robustness analysis of hybrid quantum-classical CNNs for small-sample road image classification Long, Changzhou; Ye, Xiucai; Sakurai, Tetsuya
Proceedings of the International Conference on Robotics and Artificial Intelligence (ICRAI) 143 (2025)
9. GSToxi: gated cross-modal modeling with graph-sequence encoders for peptide toxicity prediction Wang, Li; Fu, Xiangzheng; Shi, Tianyi; Ye, Xiucai (+1 著者) Liu, Yiping
Proceedings of IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 63 (2025) Semantic Scholar
10. Modularity Regularized Locality Preserving Projection Masuda, Ibuki; Futamura, Yasunori; Lin, Jianbo; Lu, Anh Khoa Augustin (+2 著者) Sakurai, Tetsuya
Neural Information Processing (ICONIP 2025) 528 (2025)
11. MOFormer: navigating the antimicrobial peptide design space with Pareto-based multi-objective transformer Wang, Li; Fu, Xiangzheng; Yang, Jiahao; Zhang, Xinyi (+3 著者) Liu, Yiping
BRIEFINGS IN BIOINFORMATICS 26: (2025) Semantic Scholar
12. Hybrid quantum-classical-quantum convolutional neural networks Long, Changzhou; Huang, Meng; Ye, Xiucai; Futamura, YasunoriSakurai, Tetsuya
SCIENTIFIC REPORTS 15: (2025) Semantic Scholar
13. Multi-Omics clustering by integrating clinical features from large language model Ye, Xiucai; Shi, Tianyi; Huang, Dong; Sakurai, Tetsuya
Methods 239: 64 (2025) Semantic Scholar
14. CEGI: Causally Explainable Gene Identification Method for Unveiling Developmental Signatures in Human Prefrontal Cortex Huang, Meng; Ye, Xiucai; Sakurai, Tetsuya
CURRENT BIOINFORMATICS (2025) Semantic Scholar
15. Integration of pre-trained protein language models with equivariant graph neural networks for peptide toxicity prediction Jiao, Shihu; YE, Xiucai; Sakurai, Tetsuya; Zou, Quan (+1 著者) Zhan, Chao
BMC Biology 23: (2025)
16. A new type of federated clustering: A non-model-sharing approach KAWAMATA, Yuji; KAMIJO, Kaoru; KIHIRA, Masateru; TOYODA, Akihiro (+3 著者) OKADA, Yukihiko
arXiv (2025)
17. Deep Feature Learning for Multi-Omics Clustering Using Supervised Variational Autoencoders with Clinical Information Shi, Tianyi; Ye, Xiucai; Sakurai, Tetsuya
Proceedings of the International Joint Conference on Neural Networks (IJCNN) 1 (2025) Semantic Scholar
18. PKAN: Leveraging Kolmogorov-Arnold Networks and Multi-modal Learning for Peptide Prediction with Advanced Language Models. Wang, Li; Fu, Xiangzheng; YE, Xiucai; Sakurai, Tetsuya (+1 著者) Liu, Yiping
IEEE Journal of Biomedical and Health Informatics 29: 7000 (2025)
19. OmniClust: A versatile clustering toolkit for single-cell and spatial transcriptomics data Cui, Yaxuan; Cui, Yang; Ding, Yi; Nakai, Kenta (+3 著者) Sakurai, Tetsuya
Methods 238: 84 (2025)
20. Spatio-temporal epidemic forecasting using mobility data with LSTM networks and attention mechanism Jiao, Shihu; Wang, Yu; Ye, Xiucai; Nagahara, LarrySakurai., Tetsuya
Scientific Reports 15: (2025)

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1. Front Immunol Nagumo, Y.; Ye X, Shi; Tianyi, Shi; Mathis, BJ; Sakurai, T.; Nishiyama, H.
2026年1月
2. 固有値計算と特異値計算櫻井,鉄也 (担当:分担執筆, 範囲:第5章櫻井-杉浦法)
丸善出版 2019年12月
3. 数値線形代数の数理とHPC 櫻井,鉄也 (担当:分担執筆, 範囲:固有値問題の数値解法)
共立出版 2018年8月 (ISBN: 9784320019553)
4. 2015 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) Ye, Xiucai; Sakurai, Tetsuya (担当:分担執筆, 範囲:Spectral Clustering Using Robust Similarity Measure Based on Closeness of Shared Nearest Neighbors)
IEEE 2015年 (ISBN: 9781479919598)
5. 数値の処理と数値解析櫻井,鉄也
放送大学教育振興会 2014年3月
6. 計算力学理論ハンドブック櫻井, 鉄也 (担当:分担執筆, 範囲:線形方程式の解法と固有値解析)
朝倉書店 2010年1月
7. 現代数理科学事典第2版櫻井, 鉄也 (担当:分担執筆, 範囲:非線形方程式の解法)
丸善 2010年1月
8. SNC'09: PROCEEDINGS OF THE 2009 INTERNATIONAL WORKSHOP ON SYMBOLIC-NUMERIC COMPUTATION Sakurai, Tetsuya; Asakura, Junko; Tadano, Hiroto; Ikegami, Tsutomu; Kimura, Kinji (担当:分担執筆, 範囲:A Method for Finding Zeros of Polynomial Equations using a Contour Integral Based Eigensolver)
ASSOC COMPUTING MACHINERY 2009年1月 (ISBN: 9781605586649)
9. 2007 IEEE International Workshop on Databases for Next Generation Researchers Kishimoto, Sadaya; Murakata, Mamoru; Nakanishi, Takafumi; Sakurai, Tetsuya; Kitagawa, Takashi (担当:分担執筆, 範囲:Problem-solving support system for mathematical sciences)
IEEE 2007年1月 (ISBN: 9781424409037)
10. Applied Parallel Computing - STATE OF THE ART IN SCIENTIFIC COMPUTING Sakurai, Tetsuya; Kodaki, Yoshihisa; Tadano, Hiroto; Umeda, Hiroaki; Inadomi, Yuichi; Watanabe, Toshio; Nagashima, Umpei (担当:分担執筆, 範囲:A master-worker type eigensolver for molecular orbital computations)
SPRINGER-VERLAG BERLIN 2007年1月 (ISBN: 9783540757542)
11. Proceedings of the IASTED International Conference on Databases and Applications Kishimoto, Sadaya; Nakanishi, Takafumi; Murakata, Mamoru; Otsuka, Toru; Sakurai, Tetsuya; Kitagawa, Takashi (担当:分担執筆, 範囲:An implementation method of an integrated associative search for mathematical expressions)
ACTA PRESS ANAHEIM 2006年1月
12. ADVANCES IN GRID AND PERVASIVE COMPUTING, PROCEEDINGS Aida, Y; Nakajima, Y; Sato, M; Sakurai, T; Takahashi, D; Boku, T (担当:分担執筆, 範囲:Performance improvement by data management layer in a grid RPC system)
SPRINGER-VERLAG BERLIN 2006年1月 (ISBN: 3540338098)
13. APPLIED PARALLEL COMPUTING: STATE OF THE ART IN SCIENTIFIC COMPUTING Sakurai, T; Hayakawa, K; Sato, M; Takahashi, D (担当:分担執筆, 範囲:A parallel method for large sparse generalized eigenvalue problems by OmniRPC in a grid environment)
SPRINGER-VERLAG BERLIN 2006年1月 (ISBN: 3540290672)
14. LARGE-SCALE SCIENTIFIC COMPUTING Sakurai, T; Kodaki, Y; Umeda, H; Inadomi, Y; Watanabe, T; Nagashima, U (担当:分担執筆, 範囲:A hybrid parallel method for large sparse eigenvalue problems on a grid computing environment using Ninf-G/MPI)
SPRINGER-VERLAG BERLIN 2006年1月 (ISBN: 3540319948)
15. 数値計算のわざ櫻井, 鉄也
共立出版 2006年1月
16. ICNAAM 2004: INTERNATIONAL CONFERENCE ON NUMERICAL ANALYSIS AND APPLIED MATHEMATICS 2004 Tadano, H; Sakurai, T (担当:分担執筆, 範囲:A method for avoiding breakdown in product-type iterative methods and its behavior for Toeplitz linear systems)
WILEY-V C H VERLAG GMBH 2004年1月 (ISBN: 3527405631)
17. ICNAAM 2004: INTERNATIONAL CONFERENCE ON NUMERICAL ANALYSIS AND APPLIED MATHEMATICS 2004 Sakurai, T; Tadano, H; Inadomi, Y; Nagashima, U (担当:分担執筆, 範囲:A moment-based method for large scale eigenvalue problems)
WILEY-V C H VERLAG GMBH 2004年1月 (ISBN: 3527405631)
18. 数値計算のつぼ櫻井, 鉄也
共立出版 2004年1月
19. MATLAB/Scilabで理解する数値計算櫻井鉄也
東京大学出版会東京大学出版会 2003年1月
20. 大規模一般化固有値問題の並列解法櫻井鉄也 (担当:監修)
応用数理応用数理 2003年1月

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61. Matrix Computation-based Approach for Large-scale Simulation and Data Analysis Sakurai,Tetsuya
2018 International Conference on Medical and Health Informatics 2018年6月8日招待有り
62. 多クラス分類問題に対するスペクトラル特徴量スケーリング松田萌望; Matsuda, M; 保國; 惠一; Morikuni K; 今倉暁; Imakura, A; 櫻井鉄也; akurai, T
第47回数値解析シンポジウム (NAS2018) 2018年6月6日
63. AI技術を用いたデータとシミュレーションの統合活用櫻井,鉄也
MSC Software 2018 Users Conference 2018年5月30日招待有り
64. サイバー世界とフィジカル世界を結ぶモデリングとAI 櫻井,鉄也
未来社会創造事業「超スマート社会実現」領域ワークショップ 2018年5月25日
65. 人を支援するAIと解析エンジン開発櫻井,鉄也
日本臨床分子医学会 2018年4月13日招待有り
66. Feature scaling method for supervised spectral clustering Matsuda, M; Morikuni, K; Sakurai, T
SIAM Conference on Parallel Processing for Scientific Computing (SIAM PP18) 2018年3月7日
67. Recent Advances on the Algorithm-based Fault Tolerance of the Sakurai-Sugiura Eigensolver Futamura, Yasunori; Imakura, AKira; Sakurai, Tetsuya
18th SIAM Conference on Parallel Processing for Scientific Computing (SIAM PP18) 2018年3月7日
68. Spectral clustering and discriminant analysis for unsupervised feature selection Ye, Xiucai; Sakurai, Tetsuya
International Workshop on Eigenvalue Problems: Algorithms; Software and Applications, in Petascale Computing 2018年3月5日
69. Benefits from using mixed precision computations in the ELPA-AEO and ESSEX-II eigensolver projects Alvermann, Andreas; Basermann, Achim; Bungartz; Hans-Joachim; Carbogno, Christian; Ernst, Dominik; Fehske, Holger; Futamura, Yasunori; Galgon, Martin; Hager, Georg; Huber, Sarah; Huckle, Thomas; Ida, Akihiro; Imakura, Akira; Kawai, Masatoshi; Koecher, Simone; Kreutzer, Moritz; Kus, Pavel; Lang, Bruno; Lederer, Hermann; Manin, Valeriy; Marek, Andreas; Nakajima, Kengo; Nemec, Lydia; Reuter, Karsten; Rippl, Michael; Roehrig-Zoellner, Melven; Sakurai, Tetsuya; Scheffler, Matthias; Scheurer, Christoph; Shahzad, Faisal; Brambila; Danilo Simoes; Thies, Jonas; Wellein, Gerhard
International Workshop on Eigenvalue Problems - Algorithms; Software and Applications, in Petascale Computing (EPASA) 2018年3月5日
70. An improvement of the nonlinear semi-NMF based method by considering bias vectors and regularization for deep neural networks Arai, Ryosuke; Imakura, Akira; Sakurai, Tetsuya
2018 10th International Conference on Machine Learning and Computing (ICMLC 2018) 2018年2月26日
71. Unsupervised Feature Selection for Microarray Gene Expression Data Based on Discriminative Structure Learning Ye, Xiucai; Sakurai, Tetsuya
Seminar of Fostering Health Big Data, Analytics & Artificial Intelligence (HBAAI) 2017年12月28日招待有り
72. Development of an Eigen-analysis Engine for Large-scale Simulation and Data Analysis Sakurai,Tetsuya
2nd International Symposium on Research and Education of Computational Science (RECS) 2017年12月19日招待有り
73. Spectral Clustering for Big Data Analysis Ye, Xiucai; Sakurai, Tetsuya
第34回ASE (Advanced Supercomputing Environment) 研究会 2017年12月13日東京大学情報基盤センター招待有り
74. Development of a Hierarchical Parallel Solver for Nonlinear Eigenvalue Problems Sakurai,Tetsuya
JST/CREST International Symposium on Post Petascale System Software 2017年12月12日
75. Efficient and Scalable Calculation of Complex Band Structure Using Sakurai-Sugiura Method Iwase, Shigeru; Futamura, Yasunori; Imakura, Akira; Sakurai, Tetsuya; Ono, Tomoya
International Conference for High Performance Computing, Networking, Storage and Analysis (SC17) 2017年11月13日
76. Development of a Scalable Parallel Eigensolver for Large-scale Simulations and Data Analysis Sakurai,Tetsuya
SPPEXA Workshop Parallel Programming Models 2017年10月18日
77. Structure-preserving of 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 (PPAM2017) 2017年9月10日
78. 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年9月10日
79. A complex moment-based parallel eigensolver using the block communication-avoiding Arnoldi procedure Imakura, Akira; Sakurai, Tetsuya
4th JCAHPC Seminar 2017年8月29日
80. Nonlinear Sakurai-Sugiura method for electronic transport calculation Sakurai, Tetsuya; Futamura, Yasunori; Imakura, Akira; Iwase, Shigeru; Ono, Tomoya
2017 Meeting of the International Linear Algebra Society 2017年7月24日

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1. 特願2018-243376: 分散データ統合装置、分散データ統合方法及び分散データ統合プログラム
今倉, 暁; 櫻井, 鉄也
2. 2022-010035: 端末、データ処理装置、端末制御プログラム、データ処理プログラム、端末制御方法及びデータ処理方法
今倉暁; 櫻井鉄也; 岡田, 幸彦; 藤井智也; 坂元哲平
3. 特願2020-563129: 分散データ統合装置、分散データ統合解析装置、分散データ統合方法、及びプログラム
今倉, 暁; sakurai, tetsuya
4. US20250147498A1: Information processing method, information processing system, and recording medium
TAMURA, Jun; MORIYA, Tsuyoshi; IMAKURA, Akira; SAKURAI, Tetsuya; FUTAMUR, Yasunori; YE, Xiucai
5. 特願2021-138004: 区分け画像推定装置、区分け画像推定方法、及びプログラム
福田, 直也; ARANHA; Claus de Castro; 今倉, 暁; 櫻井, 鉄也; アベ, ミツテル; 藤内, 直道
6. 特願2017-113630: 画像処理システム、評価モデル構築方法、画像処理方法及びプログラム
櫻井, 鉄也; 木村宇任
7. 特願2017-113759: 画像処理システム、評価モデル構築方法、画像処理方法及びプログラム
櫻井, 鉄也; 木村宇任
8. 特願2017-005786: 画像処理システム、画像処理方法及び画像処理プログラム
永田, 毅; 渋木, 尚; 前川, 秀正; 佐野, 碧; 檜作, 彰良; 浅井, 剛; 吉田, 貢; 六角, 広介; 櫻井, 鉄也; 祖平, 明夫