Rchr
J-GLOBAL ID:200901024982789570   Update date: Apr. 01, 2024

Inoue Katsumi

イノウエ カツミ | Inoue Katsumi
Affiliation and department:
Job title: Professor
Other affiliations (2):
  • The Graduate University for Advanced Studies  Informatics Program, Graduate Institute for Advanced Studies   Professor
  • Tokyo Institute of Technology  School of Computing   Visiting Professor
Homepage URL  (1): http://research.nii.ac.jp/il/
Research field  (4): Intelligent informatics ,  Mathematical informatics ,  Computational science ,  Biological, health, and medical informatics
Research keywords  (15): Artificial Intelligence ,  Knowledge Representation ,  Reasoning ,  Machine Learning ,  Logic Programming ,  Inductive Logic Programming ,  Answer Set Programming ,  Abduction ,  Consequence Finding ,  Knowledge Discovery ,  SAT ,  Resilience ,  Boolean Networks ,  Systems Biology ,  Multi-Agent Systems
Research theme for competitive and other funds  (47):
  • 2022 - 2028 Machine Learning That Connects to Symbolic Reasoning
  • 2021 - 2025 Robust AI by Integration of Knowledge Representation and Machine Learning
  • 2022 - 2025 Artificial Intelligence for Uncovering Network Dynamics of SARS-CoV-2 Multiscale Infection Systems
  • 2022 - 2024 Industrial Applications of Machine Learning and Symbolic Reasoning
  • 2021 - 2022 Multi-Scale Modeling of Network Dynamics in SARS-COV-2 Infection
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Papers (363):
  • Kun Gao, Katsumi Inoue, Yongzhi Cao, Hanpin Wang. A differentiable first-order rule learner for inductive logic programming. Artificial Intelligence. 2024. 331. 104108. 27p.
  • Nicolas Schwind, Katsumi Inoue, Sébastien Konieczny, Pierre Marquis. BeliefFlow: A Framework for Logic-Based Belief Diffusion via Iterated Belief Change. In: Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI-24; Vancouver, Canada, February 20-27, 2024). 2024. 38. 9. 10696-10704
  • Tony Ribeiro, Maxime Folschette, Morgan Magnin, Kotaro Okazaki, Lo Kuo-Yen, Katsumi Inoue. Diagnosis of Event Sequences with LFIT. In: Stephen Muggleton, Alireza Tamaddoni-Nezhad (eds.), Inductive Logic Programming: Proceeding of the 31st International Conference (ILP 2022; Windsor Great Park, UK, September 28-30, 2022), Lecture Notes in Artificial Intelligence. 2024. 13779. 117-126
  • Yuya Yamada, Mutsunori Banbara, Katsumi Inoue, Torsten Schaub, Ryuhei Uehara. Combinatorial Reconfiguration with Answer Set Programming: Algorithms, Encodings, and Empirical Analysis. WALCOM: Algorithms and Computation, Proceedings of the 17th International Conference and Workshops (WALCOM 2024; Kanazawa, Japan, March 18-20, 2024), Lecture Notes in Computer Science. 2024. 14549. 242-256
  • Sota Moriyama, Koji Watanabe, Katsumi Inoue. GNN Based Extraction of Minimal Unsatisfiable Subsets. In: Elena Bellodi, Francesca Alessandra Lisi, Riccardo Zese (eds.), Inductive Logic Programming: Proceeding of the 32nd International Conference (ILP 2023; Bari, Italy, November 13-15, 2023), Lecture Notes in Artificial Intelligence. 2023. 14363. 77-92
more...
MISC (61):
  • Sota Moriyama, Koji Watanabe, Katsumi Inoue, Akihiro Takemura. MOD-CL: Multi-label Object Detection with Constrained Loss. CoRR. 2024. abs/2403.07885. 4p.
  • Michael Igorevich Ivanitskiy, Alex F. Spies, Tilman Räuker, Guillaume Corlouer, Chris Mathwin, Lucia Quirke, Can Rager, Rusheb Shah, Dan Valentine, Cecilia Diniz Behn, et al. Structured World Representations in Maze-Solving Transformers. CoRR. 2023. abs/2312.02566. 15p.
  • Hidetomo Nabeshima, Tsubasa Fukiage, Yuto Obitsu, Katsumi Inoue. DPS-Kissat. In: Tomáš Balyo, Marijn J. H. Heule, Markus Iser, Matti Järvisalo, Martin Suda (eds.), Proceedings of SAT Competition 2023: Solver, Benchmark and Proof Checker Descriptions, Department of Computer Science Series of Publications B, University of Helsinki. 2023. B-2023-1. 41
  • Yuya Yamada, Mutsunori Banbara, Katsumi Inoue, Torsten Schaub. Bounded Combinatorial Reconfiguration with Answer Set Programming. CoRR. 2023. abs/2307.10688. 15p.
  • Taisuke Sato, Akihiro Takemura, Katsumi Inoue. Towards end-to-end ASP computation. CoRR. 2023. abs/2306.06821. 29p.
more...
Books (17):
  • The Challenges of Inferring Dynamic Models from Time Series, in: Cédric Lhoussaine, Élisabeth Remy (eds.), Symbolic Approaches to Modeling and Analysis of Biological Systems
    ISTE, Wiley 2023 ISBN:9781789450293
  • Abductive Logic Programming and Linear Algebraic Computation, in: Lorenzo Magnani (ed.), Handbook of Abductive Cognition
    Springer 2023
  • Computational Framework of Resilience
    Springer 2016 ISBN:9783319398105
  • Late Breaking Papers of the 25th International Conference on Inductive Logic Programming (ILP 2015; Kyoto, Japan, August 20-22, 2015)
    CEUR Workshop Proceedings, Vol. 1636 2016
  • Inductive Logic Programming: Revised and Selected Papers from the 25th International Conference (ILP 2015; Kyoto, Japan, August 20-22, 2015), Lecture Notes in Artificial Intelligence, Vol.9575
    Springer 2016 ISBN:9783319405650
more...
Lectures and oral presentations  (241):
  • Algebraic Connection between Logic Programming and Machine Learning (Keynote)
    (The 17th International Symposium on Functional and Logic Programming (FLOPS 2024) 2024)
  • heulingo: An ASP-Based Implementation of Large Neighborhood Prioritized Search for Combinatorial Optimization
    (The 26th JSSST Workshop on Programming and Programming Languages (PPL 2024) 2024)
  • Differentiable learning of matricized DNFs and its application to Boolean networks
    (The 32nd International Conference on Inductive Logic Programming (ILP 2023) / The 3rd International Joint Conference on Learning & Reasoning (IJCLR 2023) 2023)
  • Learning any memory-less discrete semantics for dynamical systems represented by logic programs
    (The 21st International Conference on Computational Methods in Systems Biology (CMSB 2023; Luxembourg, September 13-15, 2023) 2023)
  • Generative AI and Symbolic Reasoning
    (SIG-FPAI-125-01, pp.1-2, The Japanese Society for Artificial Intelligence 2023)
more...
Education (3):
  • - 1993 Kyoto University Department of Applied Mathematics and Physics PhD Degree (Engineering)
  • 1982 - 1984 Kyoto University Graduate School, Division of Engineering Department of Applied Mathematics and Physics
  • 1978 - 1982 Kyoto University Faculty of Engineering Department of Applied Mathematics and Physics
Professional career (1):
  • Doctor of Engineering (Kyoto University)
Work history (12):
  • 2023/04 - 現在 The Graduate University for Advanced Studies, SOKENDAI Informatics Program, Graduate Institute for Advanced Studies Professor
  • 2021/04 - 現在 Tokyo Institute of Technology School of Computing Visiting Professor
  • 2020/03 - 現在 École Centrale de Nantes Visiting Professor
  • 2004/03 - 現在 National Institute of Informatics Professor
  • 2005/04 - 2023/03 The Graduate University for Advanced Studies, SOKENDAI Department of Informatics, School of Multidisciplinary Sciences Professor
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Committee career (156):
  • 2021/07 - 現在 International Joint Conference on Artificial Intelligence (IJCAI) Program Committee Board
  • 2010/10 - 現在 NII Shonan Meetings Member of Academic Committee
  • 2023/05 - 2023/11 The 32nd International Conference on Inductive Logic Programming (ILP 2023) Member of Program Committee
  • 2023/05 - 2023/10 The 26th European Conference on Artificial Intelligence (ECAI 2023) Member of Program Committee
  • 2022/11 - 2023/09 The 20th International Conference on Principles of Knowledge Representation and Reasoning (KR2023) Area Chair
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Awards (27):
  • 2023/12 - ROAD-R Challenge for NeurIPS 2023 1st Prize at Task 2 and 3rd Prize at Task 1 "MOD-CL: Multi-label Object Detection with Constraint Loss"
  • 2023/07 - Association for Logic Programming The 10-year test-of-time award "Answer set programming as a modeling language for course timetabling"
  • 2022/08 - SAT Competition 2022 2nd Place at Main Parallel Track & 3rd Place at Anniversary Parallel Track "NPS & DPS"
  • 2021/10 - The 30th International Conference on Inductive Logic Programming (ILP 2020-2021) The Best Paper Award "Learning any Memory-Less Discrete Semantics for Dynamical Systems Represented by Logic Programs"
  • 2020/07 - SAT Competition 2020 3rd Places - Parallel Track & Parallel Track UNSAT "ManyGlucose (4.1-60)"
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Association Membership(s) (5):
Japan Society for Software Science and Technology ,  American Association for Artificial Intelligence (AAAI) ,  The Japanese Society for Artificial Intelligence ,  Information Processing Society of Japan ,  Institute of Electrical and Electronics Engineers (IEEE)
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