Rchr
J-GLOBAL ID:200901077237036264   Update date: Mar. 25, 2024

Murata Tsuyoshi

ムラタ ツヨシ | Murata Tsuyoshi
Affiliation and department:
Research field  (1): Intelligent informatics
Research keywords  (6): graph neural network ,  network science ,  machine learning ,  diagrammatic reasoning ,  Web mining ,  artificial intelligence
Research theme for competitive and other funds  (23):
  • 2023 - 2028 Deepening Graph Neural Network Technology
  • 2021 - 2025 Co-evolution of epidemics, interventions, and behavior in network epidemiology
  • 2020 - 2024 Simplifying social network data to predict spreading processes
  • 2018 - 2022 Social effects on epidemics: A temporal network approach
  • 2017 - 2022 Understanding and controlling information propagation in multilayer networks
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Papers (33):
  • Sunil Kumar Maurya, Xin Liu, Tsuyoshi Murata. Feature selection: Key to enhance node classification with graph neural networks. CAAI Transactions on Intelligence Technology. 2023. 8. 1. 14-28
  • Quentin Jodelet, Xin Liu, Yin Jun Phua, Tsuyoshi Murata. Class-Incremental Learning using Diffusion Model for Distillation and Replay. CoRR. 2023. abs/2306.17560
  • Quentin Jodelet, Xin Liu, Tsuyoshi Murata. Balanced softmax cross-entropy for incremental learning with and without memory. Computer Vision and Image Understanding. 2022. 225. 103582-103582
  • Sunil Kumar Maurya, Xin Liu, Tsuyoshi Murata. Simplifying approach to node classification in Graph Neural Networks. Journal of Computational Science. 2022. 62. 101695-101695
  • Zarina Rakhimberdina, Xin Liu, Tsuyoshi Murata. Strengthening Robustness Under Adversarial Attacks Using Brain Visual Codes. IEEE Access. 2022. 10. 96149-96158
more...
MISC (31):
Books (6):
  • Modularity for Bipartite Networks
    Nasrullah Memon eds., Springer 2010
  • Modularity for Bipartite Networks
    Nasrullah Memon eds., Springer 2010
  • Extracting Users' Interests of Web-watching Behaviors Based on Site-Keyword Graph, in A. Namatame, S. Kurihara, H. Nakashima, (Eds.), Emergent Intelligence of Networked Agents
    Springer 2007
  • Extracting Users' Interests of Web-watching Behaviors Based on Site-Keyword Graph, in A. Namatame, S. Kurihara, H. Nakashima, (Eds.), Emergent Intelligence of Networked Agents
    Springer 2007
  • Graph Mining Approaches for the Discovery of Web Communities, in T. Washio, J. N. Kok, L. D. Raedt eds., Advances in Mining Graphs, Trees And Sequences (Frontiers in Artificial Intelligence and Applications)
    IOS Press 2005
more...
Lectures and oral presentations  (64):
  • Breaking News Detecton in Twitter
    (IEICE SIG Notes 2010)
  • Detecting Communities from Tripartite Networks
    (the 19th International World Wide Web Conference (WWW2010) 2010)
  • Modularity for Heterogeneous Networks
    (proceedings of the 21st ACM Conference on Hypertext and Hypermedia (HyperText2010) 2010)
  • Evaluating Community Structure in Bipartite Networks
    (The second IEEE International Conference on Social Computing 2010)
  • Breaking News Detection and Tracking in Twitter
    (Proceedings of the 2010 International Workshop on Intelligent Web Interaction (IWI-10) 2010)
more...
Education (2):
  • - 1992 The University of Tokyo Graduate School, Division of Science Department of Information Science
  • - 1992 The University of Tokyo
Professional career (1):
  • Doctor of Engineering (Tokyo Institute of Technology)
Work history (13):
  • 2020/04 - 現在 Tokyo Institute of Technology School of Computing Professor
  • 2001 - 2005 :Japan Science and Technology Corporation Precursory Research for Embryonic Science and Technology (PRESTO) Research (Concurrent position)
  • 2001 - 2005 :National Institute of Informatics Foundations of Informatics Research Division Associate Professor
  • 2001 - 2005 :科学技術振興事業団 さきがけ研究21 研究員(兼任)
  • 2001 - 2005 :国立情報学研究所 情報学基礎研究系 助教授
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Committee career (2):
  • 2013 - 2015 The Japanese Society for Artificial Intelligence director
  • 2004 - The Japanese Society for Artificial Intelligence Organizer of Special Interested Group for Knowledge-Base Systems
Awards (6):
  • 2002 - The Best Paper Award of The Annual Conference of The Japanese Society for Artificial Intelligence (2001)
  • 2002 - 2001年度人工知能学会全国大会優秀論文賞
  • 2001 - The Best Paper Award of The Annual Conference of The Japanese Society for Artificial Intelligence (2000)
  • 2001 - Research Encouragement Award of The Japanese Society for Artificial Intelligence (2000)
  • 2001 - 2000年度人工知能学会全国大会優秀論文賞
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Association Membership(s) (13):
Information Processing Society of Japan ,  Association for Computing Machinery ,  The Japanese Society for Artificial Intelligence ,  American Association for Artificial Intelligence ,  Information and Communication Engineers ,  The Institute of Electronics ,  Japan Society for Software Science and Technology ,  情報処理学会 ,  Association for Computing Machinery ,  人工知能学会 ,  American Association for Artificial Intelligence ,  電子情報通信学会 ,  日本ソフトウエア科学会
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