叶 秀彩(ヨウ シュウサイ)

所属
システム情報系
職名
准教授
ORCID
0000-0002-5547-3919
eメール
/J6I:F42:Tag2ETah4D]EDF<F32]24];A
研究室
情報数理研究室
研究分野
数理情報学
研究キーワード
特徴選択、クラスタリング、分類、機械学習、 データ解析、バイオインフォマティクス、ネットワークコンピューティング
研究課題
データコラボレーション解析による分散協調特徴量選択手法の研究2022-04 -- 2026-03叶秀彩日本学術振興会/基盤研究(C)4,160,000円
職歴
2024-01 -- (現在)筑波大学システム情報系准教授
2018-04 -- 2023-12筑波大学システム情報系助教
2014-07 -- 2018-03筑波大学システム情報系研究員
2014-05 -- 2014-06筑波大学システム情報系博士特別研究員
学歴
2010-04 -- 2014-03筑波大学 システム情報研究科 コンピュータサイエンス専攻
取得学位
2014-03博士（工学）筑波大学
所属学協会
2018-12 -- (現在)AAAI
2017-04 -- (現在)CBEES
2014-01 -- (現在)IEEE
受賞
2024-09令和5年度 筑波大学若手教員奨励賞
2023-04令和4年度システム情報系教育貢献賞
2019-05ICMHI国際学会 優秀口頭発表賞
2018-10IEEE CBDCom国際学会 優秀論文賞
2017-05CMHI国際学会 優秀論文賞
2017-02ICMLC国際学会 優秀口頭発表賞
2016-02ICMLC国際学会 優秀口頭発表賞
論文
会議発表等
  • Multi-omics clustering based on interpretable and discriminative features for cancer subtyping
    Shi Tianyi; Ye Xiucai; Sakurai Tetsuya
    IEEE International Conference on Bioinformatics and Biomedicine (BIBM)/2023-12-05--2023-12-08
  • Multi-view Network Embedding with Structure and Semantic Contrastive Learning
    Shang Yifan; Ye Xiucai; Sakurai Tetsuya
    IEEE International Conference on Multimedia and Expo (ICME2023)/2023-07-10--2023-07-14
  • Common and Unique Features Learning in Multi-view Network Embedding
    Yifan Shang; Xiucai Ye; Tetsuya Sakurai
    International Joint Conference on Neural Networks (IJCNN2023)/2023-06-18--2023-06-23
  • scGNGI: Imputing Missing Gene Expression Value with Cell Heterogeneity Based on Low Rank Matrix Recovery
    Huang Meng; Ye Xiucai; Sakurai Tetsuya
    The 7th International Conference on Medical and Health Informatics (ICMHI 2023)/2023-05-12--2023-05-14
  • Discovering Cancers Subtypes Based on Multi-omics Clustering
    Tianyi Shi; Xiucai Ye; Tetsuya Sakurai
    The 7th International Conference on Medical and Health Informatics (ICMHI 2023)/2023-05-12--2023-05-14
  • Enhancing Compound Screening Effectiveness in Drug Research by Refining Screening Approaches
    Ru Xiaoqing; Ye Xiucai; Sakurai Tetsuya
    The 7th International Conference on Medical and Health Informatics (ICMHI 2023)/2023-05-12--2023-05-14
  • Improving Prediction of SARS CoV2 Phosphorylation Sites Using Adaptive Learning Embedding Features
    Jiao Shihu; Ye Xiucai; Sakurai Tetsuya
    The 7th International Conference on Medical and Health Informatics (ICMHI 2023)/2023-05-12--2023-05-14
  • DeepDMPred:Multi view Feature Fusion Method to Predict Drug Molecules
    He Shida; Ye Xiucai; Sakurai Tetsuya
    The 7th International Conference on Medical and Health Informatics (ICMHI 2023)/2023-05-12--2023-05-14
  • Collaborative Future Selection for Distributed Data
    Ye Xiucai; Imakura Akira; Sakurai Tetsuya
    SIAM Conference on Computational Science and Engineering (CSE23)/2023-02-26--2023-03-03
  • 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
  • ToxinMI: improving peptide toxicity prediction by fusing multimodal information based on mutual information
    Wei Lesong; Ye Xiucai; Sakurai Tetsuya
    The Conference on Research in Adaptive and Convergent Systems/2022-10-03--2022-10-06
  • Knowledge distillation-based privacy-preserving data analysis
    Huang Dong; Ye Xiucai; Sakurai Tetsuya
    The Conference on Research in Adaptive and Convergent Systems/2022-10-03--2022-10-06
  • Ensemble Learning for Cluster Number Detection Based on Shared Nearest Neighbor Graph and Spectral Clustering
    Zhang Weihang; Ye Xiucai; Sakurai Tetsuya
    International Joint Conference on Neural Networks (IJCNN 2022)/2022-7-18--2022-7-23
  • 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
  • Peptide Toxicity Prediction Based on Transfer Learning
    Wei lesong; Ye Xiucai; Sakurai Tetsuya; Mu Zengchao; Wei ...
    6th International Conference on Medical and Health Informatics/2022-5-13--2022-5-15
  • Advantages of Learning to Rank in Compound-protein Associations Prediction
    Ru Xiaoqing; Ye Xiucai; Sakurai Tetsuya; Zou Quan
    6th International Conference on Medical and Health Informatics/2022-5-13--2022-5-15
  • Sequential Active Gene Selection in Renal Cell Carcinoma
    Huang Meng; Ye Xiucai; Imakura Akira; Sakurai Tetsuya
    6th International Conference on Medical and Health Informatics/2022-5-13--2022-5-15
  • Multi-View Federated Learning with Data Collaboration
    Yang Yitao; Ye Xiucai; Sakurai Tetsuya
    14th International Conference on Machine Learning and Computing (ICMLC)/2022-2-18--2022-2-21
  • Collaborative Novelty Detection for Distributed Data by a Probabilistic Method
    Imakura Akira; Ye Xiucai; Sakurai Tetsuya
    13th Asian Conference on Machine Learning/2021-11-17--2021-11-19
  • Spectral Clustering Joint Deep Embedding Learning by Autoencoder
    Ye Xiucai; Wang Chunhao; Imakura Akira; Sakurai Tetsuya
    International Joint Conference on Neural Networks (IJCNN 2021)/2021-07-18--2021-07-22
  • Ensemble Learning for Spectral Clustering
    Li Hongmin; Ye Xiucai; Imakura Akira; Sakurai Tetsuya
    IEEE International Conference on Data Mining (ICDM 2020)/2020-11-17--2020-11-20
  • Hubness-Based Sampling Method For Nystrom Spectral Clustering
    Li Hongmin; Ye Xiucai; Imakura Akira; Sakurai Tetsuya
    2020 International Joint Conference on Neural Networks (IJCNN 2020)/2020-07-19--2020-07-24
  • Distributed Feature Selection by Collaborative Data Analysis
    Ye Xiucai; Li Hongmin; Imakura Akira; Sakurai Tetsuya
    12th International Conference on Machine Learning and Computing/2020-06-19--2020-06-21
  • Novelty Detection in Multimodal Datasets Based on Least Square Probabilistic Analysis
    Yoda Hiroyuki; Akira Imakura; Momo Matsuda; Ye Xiucai; Sa...
    12th International Conference on Machine Learning and Computing/2020-06-19--2020-06-21
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知的財産権
  • 特徴量選択支援装置、特徴量選択支援プログラム及び特徴量選択支援方法
    今倉 暁; 叶 秀彩; 櫻井 鉄也
担当授業科目
2024-10 -- 2025-02情報理工後期特別演習Af筑波大学
2024-10 -- 2025-02情報理工後期特別演習Bf筑波大学
2024-10 -- 2025-03ライフイノベーション博士研究Ⅰ筑波大学
2024-04 -- 2024-08情報理工前期特別研究Is筑波大学
2024-10 -- 2025-02情報理工前期特別研究IIf筑波大学
2024-10 -- 2025-03ライフイノベーション修士研究Ⅲ筑波大学
2024-10 -- 2025-03ライフイノベーション修士研究Ⅳ筑波大学
2024-10 -- 2025-03ライフイノベーション博士研究Ⅴ筑波大学
2024-10 -- 2025-03ライフイノベーション博士前期演習I秋筑波大学
2024-04 -- 2024-08コンピュータサイエンス特別演習B筑波大学
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授業以外の教育活動
2019-07 -- 2019-07中高生理工系進学応援シンポジウム及びリケジョサイエンス合宿ダイバーシティ・アクセシビリティ・キャリアセンター
学協会等委員
2024-03 -- 2024-12Future Generation Computer Systems Special Issue on Explainable Artificial Intelligence in Drug Discovery and DevelopmentGuest Editor
2023-06 -- 2024-05The 8th International Conference on Medical and Health InformaticsTechnical Program Committee
2023-06 -- 2024-02The 16th International Conference on Machine Learning and ComputingProgram Chair
2023-05 -- 2023-05The 7th International Conference on Medical and Health InformaticsSession Chair (​Special Session 4 ​Machine Learning Algorithms for Bio-Medical Data Analysis)
2022-06 -- 2023-05The 7th International Conference on Medical and Health InformaticsTechnical Program Committee
2023-02 -- 2023-02The 15th International Conference on Machine Learning and ComputingSession Chair (​Online Parallel Session 7: Image Detection and Application)
2022-08 -- 2023-02The 15th International Conference on Machine Learning and ComputingTechnical Program Committee
2022-09 -- 2022-11The Thirty-Seven AAAI Conference on Artificial IntelligenceProgram Committee
2021-12 -- 2022-07Journal of Healthcare Engineering Special Issue on Big Data Analytics in Health CareGuest Editor
2022-03 -- 2022-06Technology in Cancer Research & Treatment Special Issue on Medical Informatics in Precision MedicineGuest Editor
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学内管理運営業績
2023-04 -- (現在)情報理工学位プログラム　施設安全衛⽣管理・省エネルギー委員会委員
2024-04 -- (現在)情報科学類　部局情報環境委員会委員
2024-04 -- (現在)情報科学類　計算機運用委員会委員長
2024-04 -- (現在)情報科学類　世話人専門導入科目「情報科学概論」世話人
2023-04 -- (現在)情報科学類　世話人「情報特別演習」世話人
2023-04 -- (現在)情報科学類 広報企画委員会委員
2023-04 -- (現在)情報理工学位プログラム 英語プログラム推進室推進室員
2024-04 -- (現在)情報科学類、情報理工学位プログラム　国際交流委員会アドバイザー
2023-04 -- 2024-03情報科学類　進路指導委員会進路指導担当委員
2020-04 -- 2024-03情報科学類 クラス担任
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(最終更新日: 2024-09-24)