Martin Grohe
Orcid: 0000-0002-0292-9142Affiliations:
- RWTH Aachen University, Germany
  According to our database1,
  Martin Grohe
  authored at least 216 papers
  between 1993 and 2025.
  
  
Collaborative distances:
Collaborative distances:
Awards
ACM Fellow
  ACM Fellow 2017, "For contributions to logic in computer science, database theory, algorithms, and computational complexity".
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
- 
    on zbmath.org
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    on orcid.org
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    on id.loc.gov
- 
    on d-nb.info
- 
    on dl.acm.org
On csauthors.net:
Bibliography
  2025
    CoRR, May, 2025
    
  
    CoRR, May, 2025
    
  
    Comput. Chem. Eng., 2025
    
  
    Proceedings of the 28th International Conference on Database Theory, 2025
    
  
    Proceedings of the 33rd EACSL Annual Conference on Computer Science Logic, 2025
    
  
  2024
    Trans. Mach. Learn. Res., 2024
    
  
GraphXForm: Graph transformer for computer-aided molecular design with application to extraction.
    
  
    CoRR, 2024
    
  
    Proceedings of the Companion of the 43rd Symposium on Principles of Database Systems, 2024
    
  
    Proceedings of the 39th Annual ACM/IEEE Symposium on Logic in Computer Science, 2024
    
  
End-to-End Reinforcement Learning of Curative Curtailment with Partial Measurement Availability.
    
  
    Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2024
    
  
    Proceedings of the Forty-first International Conference on Machine Learning, 2024
    
  
    Proceedings of the Twelfth International Conference on Learning Representations, 2024
    
  
    Proceedings of the 27th International Conference on Database Theory, 2024
    
  
    Proceedings of the 51st International Colloquium on Automata, Languages, and Programming, 2024
    
  
    Proceedings of the Principles of Verification: Cycling the Probabilistic Landscape, 2024
    
  
  2023
Physical pooling functions in graph neural networks for molecular property prediction.
    
  
    Comput. Chem. Eng., April, 2023
    
  
Software for "Physical Pooling Functions in Graph Neural Networks for Molecular Property Prediction".
    
  
    Dataset, January, 2023
    
  
Walking Out of the Weisfeiler Leman Hierarchy: Graph Learning Beyond Message Passing.
    
  
    Trans. Mach. Learn. Res., 2023
    
  
    J. Mach. Learn. Res., 2023
    
  
    CoRR, 2023
    
  
    Proceedings of the 38th Annual ACM/IEEE Symposium on Logic in Computer Science, 2023
    
  
    Proceedings of the 38th Annual ACM/IEEE Symposium on Logic in Computer Science, 2023
    
  
    Proceedings of the 38th Annual ACM/IEEE Symposium on Logic in Computer Science, 2023
    
  
One Model, Any CSP: Graph Neural Networks as Fast Global Search Heuristics for Constraint Satisfaction.
    
  
    Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
    
  
    Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
    
  
    Proceedings of the 26th International Conference on Database Theory, 2023
    
  
    Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
    
  
    Proceedings of the 64th IEEE Annual Symposium on Foundations of Computer Science, 2023
    
  
    Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
    
  
  2022
The Constraint Satisfaction Problem: Complexity and Approximability (Dagstuhl Seminar 22201).
    
  
    Dagstuhl Reports, 2022
    
  
    Dagstuhl Reports, 2022
    
  
    CoRR, 2022
    
  
    Proceedings of the PODS '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022
    
  
    Proceedings of the 47th International Symposium on Mathematical Foundations of Computer Science, 2022
    
  
    Proceedings of the 49th International Colloquium on Automata, Languages, and Programming, 2022
    
  
  2021
    Commun. ACM, 2021
    
  
    Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms, 2021
    
  
    Proceedings of the PODS'21: Proceedings of the 40th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, 2021
    
  
    Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021
    
  
    Proceedings of the 46th International Symposium on Mathematical Foundations of Computer Science, 2021
    
  
    Proceedings of the 36th Annual ACM/IEEE Symposium on Logic in Computer Science, 2021
    
  
    Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
    
  
    Proceedings of the 24th International Conference on Database Theory, 2021
    
  
    Proceedings of the 48th International Colloquium on Automata, Languages, and Programming, 2021
    
  
    Proceedings of the Surveys in Combinatorics, 2021
    
  
  2020
    Frontiers Artif. Intell., 2020
    
  
Weisfeiler and Leman's Unlikely Journey from Graph Isomorphism to Neural Networks (Invited Talk).
    
  
    Proceedings of the 37th International Symposium on Theoretical Aspects of Computer Science, 2020
    
  
    Proceedings of the 39th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, 2020
    
  
word2vec, node2vec, graph2vec, X2vec: Towards a Theory of Vector Embeddings of Structured Data.
    
  
    Proceedings of the 39th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, 2020
    
  
    Proceedings of the LICS '20: 35th Annual ACM/IEEE Symposium on Logic in Computer Science, 2020
    
  
    Proceedings of the 23rd International Conference on Database Theory, 2020
    
  
    Proceedings of the 61st IEEE Annual Symposium on Foundations of Computer Science, 2020
    
  
  2019
    Log. Methods Comput. Sci., 2019
    
  
RUN-CSP: Unsupervised Learning of Message Passing Networks for Binary Constraint Satisfaction Problems.
    
  
    CoRR, 2019
    
  
    Proceedings of the 38th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, 2019
    
  
    Proceedings of the 44th International Symposium on Mathematical Foundations of Computer Science, 2019
    
  
    Proceedings of the 34th Annual ACM/IEEE Symposium on Logic in Computer Science, 2019
    
  
    Proceedings of the 46th International Colloquium on Automata, Languages, and Programming, 2019
    
  
    Proceedings of the 46th International Colloquium on Automata, Languages, and Programming, 2019
    
  
    Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
    
  
  2018
The Constraint Satisfaction Problem: Complexity and Approximability (Dagstuhl Seminar 18231).
    
  
    Dagstuhl Reports, 2018
    
  
    Proceedings of the 37th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, 2018
    
  
    Proceedings of the 43rd International Symposium on Mathematical Foundations of Computer Science, 2018
    
  
    Proceedings of the 33rd Annual ACM/IEEE Symposium on Logic in Computer Science, 2018
    
  
    Proceedings of the 45th International Colloquium on Automata, Languages, and Programming, 2018
    
  
    Proceedings of the 45th International Colloquium on Automata, Languages, and Programming, 2018
    
  
    Proceedings of the 59th IEEE Annual Symposium on Foundations of Computer Science, 2018
    
  
  2017
    Proceedings of the Graph-Theoretic Concepts in Computer Science, 2017
    
  
    Proceedings of the Twenty-Eighth Annual ACM-SIAM Symposium on Discrete Algorithms, 2017
    
  
    Proceedings of the 32nd Annual ACM/IEEE Symposium on Logic in Computer Science, 2017
    
  
Descriptive complexity of linear equation systems and applications to propositional proof complexity.
    
  
    Proceedings of the 32nd Annual ACM/IEEE Symposium on Logic in Computer Science, 2017
    
  
    Proceedings of the International Conference on Algorithmic Learning Theory, 2017
    
  
    Lecture Notes in Logic 47, Cambridge University Press, ISBN: 9781139028868, 2017
    
  
  2016
    CoRR, 2016
    
  
    Proceedings of the 31st Annual ACM/IEEE Symposium on Logic in Computer Science, 2016
    
  
    Proceedings of the Language and Automata Theory and Applications, 2016
    
  
    Proceedings of the 43rd International Colloquium on Automata, Languages, and Programming, 2016
    
  
  2015
    Proceedings of the Graph-Theoretic Concepts in Computer Science, 2015
    
  
    Proceedings of the Forty-Seventh Annual ACM on Symposium on Theory of Computing, 2015
    
  
    Proceedings of the Automata, Languages, and Programming - 42nd International Colloquium, 2015
    
  
    Proceedings of the IEEE 56th Annual Symposium on Foundations of Computer Science, 2015
    
  
    Proceedings of the Fields of Logic and Computation II, 2015
    
  
  2014
    Proceedings of the Symposium on Theory of Computing, 2014
    
  
    Proceedings of the Mathematical Foundations of Computer Science 2014, 2014
    
  
Colour Refinement: A Simple Partitioning Algorithm with Applications From Graph Isomorphism Testing to Machine Learning (Invited Talk).
    
  
    Proceedings of the 34th International Conference on Foundation of Software Technology and Theoretical Computer Science, 2014
    
  
    Proceedings of the Algorithms - ESA 2014, 2014
    
  
    Proceedings of the Computer Science - Theory and Applications, 2014
    
  
    Proceedings of the 8th Alberto Mendelzon Workshop on Foundations of Data Management, 2014
    
  
    Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
    
  
  2013
A Simple Algorithm for the Graph Minor Decomposition - Logic meets Structural Graph Theory.
    
  
    Proceedings of the Twenty-Fourth Annual ACM-SIAM Symposium on Discrete Algorithms, 2013
    
  
    Proceedings of the Mathematical Foundations of Computer Science 2013, 2013
    
  
    Proceedings of the IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science, 2013
    
  
    Proceedings of the Algorithms - ESA 2013, 2013
    
  
    Proceedings of the In Search of Elegance in the Theory and Practice of Computation, 2013
    
  
  2012
Structure theorem and isomorphism test for graphs with excluded topological subgraphs.
    
  
    Proceedings of the 44th Symposium on Theory of Computing Conference, 2012
    
  
    Proceedings of the Twenty-Third Annual ACM-SIAM Symposium on Discrete Algorithms, 2012
    
  
    Proceedings of the 27th Annual IEEE Symposium on Logic in Computer Science, 2012
    
  
    Proceedings of the Computer Science Logic (CSL'12), 2012
    
  
  2011
    Dagstuhl Reports, 2011
    
  
    Proceedings of the 43rd ACM Symposium on Theory of Computing, 2011
    
  
    Proceedings of the Computer Science Logic, 2011
    
  
  2010
    Proceedings of the 25th Annual IEEE Symposium on Logic in Computer Science, 2010
    
  
    Proceedings of the Database Theory, 2010
    
  
    Proceedings of the Computer Science Logic, 24th International Workshop, 2010
    
  
    Proceedings of the Fields of Logic and Computation, 2010
    
  
  2009
    J. ACM, 2009
    
  
    Proceedings of the 26th International Symposium on Theoretical Aspects of Computer Science, 2009
    
  
    Proceedings of the 26th International Symposium on Theoretical Aspects of Computer Science, 2009
    
  
    Proceedings of the 24th Annual IEEE Symposium on Logic in Computer Science, 2009
    
  
09441 Executive Summary - The Constraint Satisfaction Problem: Complexity and Approximability.
    
  
    Proceedings of the Constraint Satisfaction Problem: Complexity and Approximability, 25.10., 2009
    
  
09441 Abstracts Collection - The Constraint Satisfaction Problem: Complexity and Approximability.
    
  
    Proceedings of the Constraint Satisfaction Problem: Complexity and Approximability, 25.10., 2009
    
  
    Proceedings of the Computer Science Logic, 23rd international Workshop, 2009
    
  
Counting Homomorphisms and Partition Functions.
  
    Proceedings of the Model Theoretic Methods in Finite Combinatorics, 2009
    
  
Methods for Algorithmic Meta Theorems.
  
    Proceedings of the Model Theoretic Methods in Finite Combinatorics, 2009
    
  
  2008
    Proceedings of the Graph-Theoretic Concepts in Computer Science, 2008
    
  
    Proceedings of the Nineteenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2008
    
  
    Proceedings of the Twenty-Third Annual IEEE Symposium on Logic in Computer Science, 2008
    
  
    Proceedings of the Twenty-Third Annual IEEE Symposium on Logic in Computer Science, 2008
    
  
    Proceedings of the Automata, Languages and Programming, 35th International Colloquium, 2008
    
  
    Proceedings of the 49th Annual IEEE Symposium on Foundations of Computer Science, 2008
    
  
    Proceedings of the 23rd Annual IEEE Conference on Computational Complexity, 2008
    
  
Logic, graphs, and algorithms.
  
    Proceedings of the Logic and Automata: History and Perspectives [in Honor of Wolfgang Thomas]., 2008
    
  
  2007
    Proceedings of the 22nd IEEE Symposium on Logic in Computer Science (LICS 2007), 2007
    
  
    Proceedings of the Database Theory, 2007
    
  
    Proceedings of the Automata, Languages and Programming, 34th International Colloquium, 2007
    
  
    Proceedings of the Automata, Languages and Programming, 34th International Colloquium, 2007
    
  
    Proceedings of the Computer Science Logic, 21st International Workshop, 2007
    
  
  2006
    Texts in Theoretical Computer Science. An EATCS Series, Springer, ISBN: 978-3-540-29953-0, 2006
    
  
Bounded fixed-parameter tractability and log<sup>2</sup><i>n</i> nondeterministic bits.
    
  
    J. Comput. Syst. Sci., 2006
    
  
    Proceedings of the Seventeenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2006
    
  
    Proceedings of the Twenty-Fifth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 2006
    
  
    Proceedings of the Mathematical Foundations of Computer Science 2006, 2006
    
  
    Proceedings of the 21th IEEE Symposium on Logic in Computer Science (LICS 2006), 2006
    
  
    Proceedings of the Parameterized and Exact Computation, Second International Workshop, 2006
    
  
    Proceedings of the Automata, Languages and Programming, 33rd International Colloquium, 2006
    
  
    Proceedings of the Complexity of Constraints, 01.10. - 06.10.2006, 2006
    
  
    Proceedings of the 21st Annual IEEE Conference on Computational Complexity (CCC 2006), 2006
    
  
  2005
    Proceedings of the Graph-Theoretic Concepts in Computer Science, 2005
    
  
    Proceedings of the Twenty-fourth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 2005
    
  
    Proceedings of the Mathematical Foundations of Computer Science 2005, 2005
    
  
    Proceedings of the Automata, Languages and Programming, 32nd International Colloquium, 2005
    
  
    Proceedings of the Automata, Languages and Programming, 32nd International Colloquium, 2005
    
  
    Proceedings of the Fundamentals of Computation Theory, 15th International Symposium, 2005
    
  
    Proceedings of the Exact Algorithms and Fixed-Parameter Tractability, 24.-27. July 2005, 2005
    
  
    Proceedings of the Exact Algorithms and Fixed-Parameter Tractability, 24.-27. July 2005, 2005
    
  
  2004
Parametrized Complexity and Subexponential Time (Column: Computational Complexity).
  
    Bull. EATCS, 2004
    
  
    Proceedings of the 19th IEEE Symposium on Logic in Computer Science (LICS 2004), 2004
    
  
    Proceedings of the 19th IEEE Symposium on Logic in Computer Science (LICS 2004), 2004
    
  
    Proceedings of the Automata, Languages and Programming: 31st International Colloquium, 2004
    
  
    Proceedings of the Automata, Languages and Programming: 31st International Colloquium, 2004
    
  
  2003
    Proceedings of 29th International Conference on Very Large Data Bases, 2003
    
  
    Proceedings of the 18th IEEE Symposium on Logic in Computer Science (LICS 2003), 2003
    
  
The Complexity of Homomorphism and Constraint Satisfaction Problems Seen from the Other Side.
    
  
    Proceedings of the 44th Symposium on Foundations of Computer Science, 2003
    
  
    Proceedings of the Computer Science Logic, 17th International Workshop, 2003
    
  
    Proceedings of the 18th Annual IEEE Conference on Computational Complexity (Complexity 2003), 2003
    
  
  2002
    Proceedings of the STACS 2002, 19th Annual Symposium on Theoretical Aspects of Computer Science, Antibes, 2002
    
  
    Proceedings of the STACS 2002, 19th Annual Symposium on Theoretical Aspects of Computer Science, Antibes, 2002
    
  
    Proceedings of the 17th IEEE Symposium on Logic in Computer Science (LICS 2002), 2002
    
  
    Proceedings of the 43rd Symposium on Foundations of Computer Science, 2002
    
  
  2001
    SIAM J. Comput., 2001
    
  
    J. ACM, 2001
    
  
    Proceedings of the Proceedings on 33rd Annual ACM Symposium on Theory of Computing, 2001
    
  
    Proceedings of the Proceedings on 33rd Annual ACM Symposium on Theory of Computing, 2001
    
  
    Proceedings of the STACS 2001, 2001
    
  
    Proceedings of the Twentieth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 2001
    
  
    Proceedings of the Computer Science Logic, 15th International Workshop, 2001
    
  
  2000
    Proceedings of the Thirty-Second Annual ACM Symposium on Theory of Computing, 2000
    
  
    Proceedings of the Nineteenth ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, 2000
    
  
    Proceedings of the 15th Annual IEEE Symposium on Logic in Computer Science, 2000
    
  
  1999
    Proceedings of the Database Theory, 1999
    
  
    Proceedings of the Automata, 1999
    
  
    Proceedings of the Computer Science Logic, 13th International Workshop, 1999
    
  
  1998
    Proceedings of the Mathematical Foundations of Computer Science 1998, 1998
    
  
    Proceedings of the Thirteenth Annual IEEE Symposium on Logic in Computer Science, 1998
    
  
  1997
    Proceedings of the Proceedings, 12th Annual IEEE Symposium on Logic in Computer Science, Warsaw, Poland, June 29, 1997
    
  
    Proceedings of the Computer Science Logic, 11th International Workshop, 1997
    
  
  1996
    Arch. Math. Log., 1996
    
  
    Proceedings of the 37th Annual Symposium on Foundations of Computer Science, 1996
    
  
  1995
  1993
    Proceedings of the Computer Science Logic, 7th Workshop, 1993