Rchr
J-GLOBAL ID：200901063838579558   Update date: Nov. 16, 2024

SEI Yuichi

セイ ユウイチ | SEI Yuichi
Affiliation and department：
The University of Electro-Communications Graduate School of Informatics and Engineering Department of Informatics

About The University of Electro-Communications Graduate School of Informatics and Engineering Department of Informatics


Job title： Professor
Other affiliations (2)：
  • National Institute of Informatics
  • Mitsubishi Research Institute, Inc.
Homepage URL  (1)： http://www.sei.lab.uec.ac.jp/
Research field  (5)： Intelligent informatics ,  Web and service informatics ,  Information security ,  Thermal engineering ,  Hydroengineering
Research keywords  (4)： Machine learning ,  Agent ,  Privacy-preserving machine learning ,  Software engineering
Research theme for competitive and other funds  (26)：
  • 2024 - 2028 生成AI遍在社会におけるプライバシ保護基盤の創成
  • 2023 - 2027 SNS・IoT・オープンデータ融合マイニングによる施策に対する人々の行動変化予測
  • 2024 - 2025 シャッフル差分プライバシーの安全性と有用性の向上に関する研究
  • 2021 - 2025 Privacy Protection Infrastructure in a Ubiquitous Machine Learning Society
  • 2023 - 2024 低GWP冷媒の熱伝達特性の予測技術に関する研究
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Papers (215)：
  • Takao Murakami, Yuichi Sei, Reo Eriguchi. Augmented Shuffle Protocols for Accurate and Robust Frequency Estimation under Differential Privacy. Proceedings of 46th IEEE Symposium on Security and Privacy (S&P). 2025
  • Automatic Question Generation Based On Historical Panoramic Knowledge Graphs And Inference Rules. Transactions of the Japanese Society for Artificial Intelligence. 2025. 50. 1
  • Mizuho Asako, Yasuyuki Tahara, Akihiko Ohsuga, Yuchi Sei. Deep Learning Based Travel Time Estimation in Hiking with Consideration of Individual Walking Ability. Cybernetics and Information Technologies. 2024. 24. 4
  • 羽田拓朗, 清雄一, 田原康之, 大須賀昭彦. 単語の関連性に着目した複合語型隠語の検出. 情報処理学会論文誌. 2024. 65. 12
  • 斎藤健三郎, 田原康之, 大須賀昭彦, 清雄一. 強化学習を用いたGraphQL APIの自動テスト手法の提案. 第31回ソフトウェア工学の基礎ワークショップ論文集(FOSE). 2024
ｍore...
MISC (60)：
  • 大石慶一朗, 福田賢一郎, 清雄一, 田原康之, 大須賀昭彦. 属性の欠損に対応した連合学習アルゴリズム. SMASH24 Summer Symposium. 2024
  • 田中智大, 田原康之, 大須賀昭彦, 清雄一. 機械学習を活用した釣果予測モデルの開発. SMASH24 Summer Symposium. 2024
  • 境田晃大, 大石慶一朗, 田原康之, 大須賀昭彦, 清雄一. 非独立同一分布データにおける連合学習の性能公平性改善に関する研究. SMASH24 Summer Symposium. 2024
  • 大貫 泰弘, 田原 康之, 大須賀 昭彦, 清 雄一. NetHackにおける深層強化学習アルゴリズムDQNとPPOの比較評価. 第53回ゲーム情報学研究発表会. 2024
  • 酒井佑旗, 田原康之, 大須賀昭彦, 清雄一. LLMを利用した深層強化学習エージェントによるウェブアプリのバグの発見. 第23回情報科学技術フォーラム(FIT). 2024. 1. 137-142
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Patents (2)：
  • Privacy-preserving data delivery system
  • Moving image distribution system, moving image dividing system, moving image distribution program, moving image dividing program, and recording medium storing moving image distribution program and/or moving image dividing program
Books (8)：
  • Human-centered Services Computing for Smart Cities: IEICE Monograph
    Springer-Nature New York Inc 2024 ISBN:9819707781
  • Artificial Intelligence and Blockchain Technology in Modern Telehealth Systems
    The Institution of Engineering and Technology (IET) 2024
  • Handbook of Security and Privacy of AI Enabled Healthcare Systems and Internet of Medical Things
    CRC Press 2023
  • Security and Privacy Schemes for Dense 6G Wireless Communication
    The Institution of Engineering and Technology (IET) 2023
  • Explainable Artificial Intelligence in Medical Decision Support Systems
    The Institution of Engineering and Technology (IET) 2023
ｍore...
Lectures and oral presentations  (17)：
  • 電気通信普及財団賞[テレコム学際研究賞]受賞講演: Privacy-Preserving Collaborative Data Collection and Analysis with Many Missing Values
    (電気通信普及財団賞第4回特別講演・交流会 2024)
  • AI技術の熱・空調への応用
    (次世代ヒートポンプ研究戦略研究コンソーシアム 2024)
  • Privacy-Preserving Collaborative Data Collection and Analysis with Many Missing Values
    (2024)
  • Analysis of the Echo Chamber Caused by Unexpected Opinions
    (16th International Conference on Agents and Artificial Intelligence (ICAART) 2024)
  • Enhance Data Usefulness in Privacy Protection Under Considering IoT Measurement Error
    (16th International Conference on Agents and Artificial Intelligence (ICAART) 2024)
ｍore...
Works (1)：
  • Biomedical data and sensing information in smart rooms
    Yuichi Sei 2022 -
Professional career (1)：
  • Ph.D. (Information Science and Technology) (The University of Tokyo)
Work history (10)：
  • 2024/04 - 現在 National Institute of Informatics Visiting Professor
  • 2023/10 - 現在 Mitsubishi Research Institute, Inc. Senior Fellow
  • 2023/04 - 現在 The University of Electro-Communications Graduate School of Informatics and Engineering Professor
  • 2022/04 - 現在 Waseda University Sustainable Energy & Environmental Society Open Innovation Research Organization Adjunct Researcher
  • 2018/01 - 2023/03 The University of Electro-Communications Department of Informatics, Graduate School of Informatics and Engineering Associate Professor
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Committee career (23)：
  • 2024/08 - 現在 International Conference on Health Informatics, Intelligent Systems and Networking Technologies Advisory Committee Chair
  • 2023/04 - 現在 データ合成技術評価委員会 委員
  • 2023/02 - 現在 IEEE Computer Society Tokyo/Japan Joint Chapter Treasurer
  • 2022/04 - 現在 情報処理学会 知能システム研究運営委員会 運営委員
  • 2022 - 現在 International Joint Conference on Artificial Intelligence (IJCAI) Program Committee Board
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Awards (46)：
  • 2024/11 - IEEE CCET Best Presentation Award, IEEE 7th International Conference on Computer and Communication Engineering Technology
  • 2024/09 - IEEE Computer Society Tokyo/Japan Joint Chapter IEEE Computer Society Japan Chapter SMASH Young Researcher Award
  • 2024/09 - 情報処理学会 FIT奨励賞 サッカーにおける実況内容を含めたマルチモーダルな行動認識手法の検討
  • 2024/09 - 情報処理学会 FIT奨励賞 登山の到着時刻推定タスクにおける深層学習手法の適用と評価
  • 2024/03 - The Telecommunications Advabncement Foundation The Telecommunications Advabncement Foundation Award Privacy-Preserving Collaborative Data Collection and Analysis With Many Missing Values
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Association Membership(s) (5)：
IEEE ,  Japan Society for Software Science and Technology (JSSST) ,  Information Processing Society of Japan (IPSJ) ,  The Institute of Electronics, Information and Communication Engineers (IEICE) ,  IEEE Computer Society
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