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
- 5D0C4@.,4N[a,?N[b.>W?>@6@-,W,.W5;
- 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
2018-04 -- (現在) 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
2023-04 令和4年度システム情報系教育貢献賞 2019-05 ICMHI国際学会 優秀口頭発表賞 2018-10 IEEE CBDCom国際学会 優秀論文賞 2017-05 CMHI国際学会 優秀論文賞 2017-02 ICMLC国際学会 優秀口頭発表賞 2016-02 ICMLC国際学会 優秀口頭発表賞 - 論文
- Multi-omics clustering for cancer subtyping based on latent subspace learning
Ye Xiucai; Shang Yifan; Shi Tianyi; Zhang Weihang; Sa...
COMPUTERS IN BIOLOGY AND MEDICINE/164, 2023-09 - m5U-SVM: identification of RNA 5-methyluridine modification sites based on multi-view features of physicochemical features and distributed representation
Ao Chunyan; Ye Xiucai; Sakurai Tetsuya; Zou Quan; Yu ...
BMC biology/21(1), 2023-04 - MRMD3. 0: A Python tool and webserver for dimensionality reduction and data visualization via an ensemble strategy
He Shida; Ye Xiucai; Sakurai Tetsuya; Zou Quan
JOURNAL OF MOLECULAR BIOLOGY/435(14), 2023-04 - Molecular language models: RNNs or transformer?
Chen Yangyang; Wang Zixu; Zeng Xiangxiang; Li Yayang; ...
BRIEFINGS IN FUNCTIONAL GENOMICS/22(4)/pp.392-400, 2023-04 - Common and Unique Features Learning in Multi-view Network Embedding
Shang Yifan; Ye Xiucai; Sakurai Tetsuya
Proceedings of the International Joint Conference on Neural Networks 2023/pp.1-8, 2023-07 - Multi-view Network Embedding with Structure and Semantic Contrastive Learning
Shang Yifan; Ye Xiucai; Sakurai Tetsuya
Proceedings of the IEEE International Conference on Multimedia and Expo (ICME 2023)/pp.870-875, 2023-07 - Interactive gene identification for cancer subtyping based on multi-omics clustering
Ye Xiucai; Shi Tianyi; Cui Yaxuan; Sakurai Tetsuya
METHODS/211/pp.61-67, 2023-03 - Deep generative model for drug design from protein target sequence
Chen Yangyang; Wang Zixu; Wang Lei; Wang Jianmin; Li ...
JOURNAL OF CHEMINFORMATICS/15(1), 2023-03 - A novel Sybil attack detection scheme in mobile IoT based on collaborate edge computing
Yan Junwei; Tao Jiang; Lin Liwei; Wu Zhengyu; Ye Xiuc...
EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING/2023(1), 2023-03 - Dimension-aware under spatiotemporal constraints: an efficient privacy-preserving framework with peak density clustering
Zhang Jing; Huang Qihan; Hu Jian-Yu; Ye Xiucai
The Journal of Supercomputing/79(4)/pp.4164-4191, 2023-03 - Bidirectional k-nearest neighbor spatial crowdsourcing allocation protocol based on edge computing.
Zhang Jing; Ding Qian; Li Biao; Ye Xiucai
PEERJ COMPUTER SCIENCE/9, 2023-02 - Hasse sensitivity level: A sensitivity-aware trajectory privacy-enhanced framework with Reinforcement Learning
Zhang Jing; Huang Yi-rui; Huang Qi-han; Li Yan-zi; Ye...
Future Generation Computer Systems/142/pp.301-313, 2023-05 - LSEC: Large-scale spectral ensemble clustering
Li Hongmin; Ye Xiucai; Imakura Akira; Sakurai Tetsuya
INTELLIGENT DATA ANALYSIS/27(1)/pp.59-77, 2023-01 - Distortion-free PCA on Sample Space for Highly Variable Gene Detection from Single-cell RNA-seq Data
Matsuda Momo; Futamura Yasunori; Ye Xiucai; Sakurai Tetsuya
Frontiers of Computer Science/17(1), 2023-01 - SiameseCPP: a sequence-based Siamese network to predict cell-penetrating peptides by contrastive learning
Zhang Xin; Wei lesong; Ye Xiucai; Zhang Kai; Teng Sa...
BRIEFINGS IN BIOINFORMATICS/24(1), 2023-01 - ToxinMI: improving peptide toxicity prediction by fusing multimodal information based on mutual information
Wei lesong; Ye Xiucai; Sakurai. Tetsuya
Proceedings of the Conference on Research in Adaptive and Convergent Systems/pp.77-82, 2022-10 - Knowledge distillation-based privacy-preserving data analysis.
Huang Dong; Ye Xiucai; Sakurai Tetsuya
Proceedings of the Conference on Research in Adaptive and Convergent Systems/pp.15-20, 2022-10 - Enhanced Authenticated Key Agreement for Surgical Applications in a Tactile Internet Environment
Lee Tian-Fu; Ye Xiucai; Chen Wei-Yu; Chang Chi-Chang
SENSORS/22(20), 2022-10 - iLoc-miRNA: extracellular/intracellular miRNA prediction using deep BiLSTM with attention mechanism
Zhang Zhao-Yue; Ning Lin; Ye Xiucai; Yang Yu-He; Futamura...
Briefings in Bioinformatics/23(5), 2022-09 - Dimension-aware under spatiotemporal constraints: an efficient privacy-preserving framework with peak density clustering
Zhang Jing; Huang Qihan; Hu Jianyu; Ye Xiucai
The Journal of Supercomputing/79/pp.4164-4191, 2022-09 - Successive Trajectory Privacy Protection with Semantics Prediction Differential Privacy
Zhang Jing; Li Yanzi; Ding Qian; Lin Liwei; Ye Xiucai
Entropy/24(9), 2022-08 - Divide-and-conquer based Large-Scale Spectral Clustering
Li Hongmin; Ye Xiucai; Imakura Akira; Sakurai Tetsuya
NEUROCOMPUTING/501/pp.664-678, 2022-08 - Extracellular vesicles derived from Wharton's Jelly mesenchymal stem cells inhibit the tumor environment via the miR-125b/HIF1α signaling pathway
Chang Yun-Hsuan; Vuong Cat-Khanh; Ngo Nhat-Hoang; Yama...
SCIENTIFIC REPORTS/12(1), 2022-08-08 - Missing value imputation with low-rank matrix completion in single-cell RNA-seq data by considering cell heterogeneity
Huang Meng; Ye Xiucai; Li Hongmin; Sakurai Tetsuya
FRONTIERS IN GENETICS/13, 2022-07 - Ensemble Learning for Cluster Number Detection Based on Shared Nearest Neighbor Graph and Spectral Clustering
Zhang Weihang; Ye Xiucai; Sakurai Tetsuya
Proceeding of the International Joint Conference on Neural Networks (IJCNN 2022)/pp.1-7, 2022-07 - さらに表示...
- Multi-omics clustering for cancer subtyping based on latent subspace learning
- 会議発表等
- 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 - A complex moment-based dimensionality reduction for data analysis
Imakura Akira; Matsuda Momo; Ye Xiucai; Sakurai Tetsuya
2019 Mini-Workshop on Computational Science (MWCS2019)/2019-08-18 - さらに表示...
- Multi-view Network Embedding with Structure and Semantic Contrastive Learning
- 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
- 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
- 担当授業科目
2023-10 -- 2024-02 情報理工前期特別研究IIf 筑波大学 2023-10 -- 2024-02 情報理工前期特別研究If 筑波大学 2023-04 -- 2023-08 情報理工前期特別研究Is 筑波大学 2023-04 -- 2023-08 情報理工前期特別研究IIs 筑波大学 2023-04 -- 2023-08 情報理工前期特別演習s 筑波大学 2023-10 -- 2024-02 情報理工後期特別研究f 筑波大学 2023-10 -- 2024-02 情報理工前期特別演習f 筑波大学 2023-10 -- 2024-02 コンピュータサイエンス特別演習B 筑波大学 2023-04 -- 2023-08 コンピュータサイエンス特別演習B 筑波大学 2023-10 -- 2024-02 情報理工後期特別演習Af 筑波大学 さらに表示... - 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
2022-06 -- 2023-05 The 7th International Conference on Medical and Health Informatics Technical Program Committee 2022-08 -- 2023-02 The 15th International Conference on Machine Learning and Computing Technical Program Committee 2022-09 -- 2022-11 The Thirty-Seven AAAI Conference on Artificial Intelligence Program Committee 2021-12 -- 2022-07 Journal of Healthcare Engineering Special Issue on Big Data Analytics in Health Care Guest Editor 2022-03 -- 2022-06 Technology in Cancer Research & Treatment Special Issue on Medical Informatics in Precision Medicine Guest Editor 2022-01 -- 2022-05 Frontiers in Plant Science Special Issue on Machine Learning on Understanding the Epigenetic Mechanisms Underlying Plant Adaptation and Domestication Guest Editor 2021-11 -- 2022-03 Computational and Mathematical Methods in Medicine Special Issue on Artificial Intelligence for Biological Sequence and Functional Analysis Guest Editor 2021-11 -- 2022-05 2022 IEEE International Conference on Communications (ICC): Cognitive Radio and AI-Enabled Networks Technical Program Committee 2021-09 -- 2021-11 The Thirty-Sixth AAAI Conference on Artificial Intelligence Program Committee 2021-08 -- 2022-02 The 14th International Conference on Machine Learning and Computing Technical Program Committee さらに表示... - 学内管理運営業績
2023-04 -- (現在) 情報科学類 進路指導委員会 進路指導担当委員 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 2020-04 -- (現在) 情報科学類 クラス担任 2019-04 -- (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 委員 2020-04 -- 2023-03 情報科学類 学生委員会 委員 2020-04 -- 2023-03 情報科学類 学務委員会 委員 2020-04 -- 2022-03 情報科学類、情報理工学位プログラム 教学マネジメント委員会 委員 2019-04 -- 2021-03 情報科学類 広報企画委員会 委員 2019-04 -- 2021-03 情報理工学位プログラム CSセミナー担当 委員 2018-04 -- 2020-03 情報科学類 留学生対策委員会 委員
(最終更新日: 2023-09-04)