Murata Tsuyoshi

• 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
2010 - 2015 Link Mining for Heterogeneous Networks
2010 - 2013 Integrated analysis of web information structure and users' behavior and its application to advanced information access
2006 - 2008 Webからの数式情報・図形情報の獲得および利用に関する研究
2004 - 2006 Webのハイパーリンク構造のモデル化に関する研究
2004 - 2005 Webにおけるユーザコミュニティに関する研究
2001 - 2004 WWWにおけるメタ情報源の獲得
2001 - 2003 Research for Developing Knowledge Symbiosis Models for Network Distributed Knowledge Systems
2002 - 2002 ハイパーリンクのグラフ構造に基づくWebコミュニティに関する研究
2001 - 2002 リンクの共引用・書誌結合分析による分野構造分析
2001 - 2001 ハイパーリンクのグラフ構造に基づくWebコミュニティに関する研究
2000 - 2001 参照の共起性に基づく知識発見に関する研究
1998 - 2000 Supporting Multimedia Authoring by using Machine Learning
1997 - 1998 計算機による発見機構の研究
1996 - 1996 計算機による発見機構の研究
1995 - 1995 計算機による発見機構の研究
1994 - 1994 計算機による発見機構の研究
1989 - artificial intelligence
1989 - 人工知能

• Tai Hasegawa, Sukwon Yun, Xin Liu 0020, Yin Jun Phua, Tsuyoshi Murata. DEGNN: Dual Experts Graph Neural Network Handling both Edge and Node Feature Noise. PAKDD (2). 2024. 376-389
• 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

ｍore...

• Community detection from signed networks. 2012. 97. 7-12
• X. Liu, T. Murata. Advanced modularity-specialized label propagation algorithm for detecting communities in networks. Physica A: Statistical Mechanics and its Applications. 2010. 389. 7. 1493-1500
• X. Liu, T. Murata. Advanced modularity-specialized label propagation algorithm for detecting communities in networks. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS. 2010. 389. 7. 1493-1500
• Tsuyoshi Murata, Tomoyuki Ikeya. A NEW MODULARITY FOR DETECTING ONE-TO-MANY CORRESPONDENCE OF COMMUNITIES IN BIPARTITE NETWORKS. ADVANCES IN COMPLEX SYSTEMS. 2010. 13. 1. 19-31
• Tsuyoshi Murata, Tomoyuki Ikeya. A NEW MODULARITY FOR DETECTING ONE-TO-MANY CORRESPONDENCE OF COMMUNITIES IN BIPARTITE NETWORKS. ADVANCES IN COMPLEX SYSTEMS. 2010. 13. 1. 19-31

ｍore...

• 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...

• 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...

• - 1992 The University of Tokyo Graduate School, Division of Science Department of Information Science
• - 1992 The University of Tokyo

• Doctor of Engineering (Tokyo Institute of Technology)

• 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
2005 - -:Tokyo Institute of Technology Department of Computer Science, Graduate School of Information Science and Engineering Associate Professor
2005 - -:東京工業大学 大学院情報理工学研究科計算工学専攻 助教授
2000 - 2000 :Gunma University Department of Computer Science, Faculty of Engineering Lecturer
2000 - 2000 :群馬大学 工学部情報工学科 講師
1998 - 2000 :Gunma University Department of Computer Science, Faculty of Engineering Research Associate
1998 - 2000 :群馬大学 工学部情報工学科 助手
1992 - 1998 :Tokyo Institute of Technology Department of Computer Science, Faculty of Engineering Research Associate
1992 - 1998 :東京工業大学 工学部情報工学科 助手

• 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

• 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
2001 - 2000年度人工知能学会研究奨励賞

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