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⇧ RWTH Aachen ⇧

Recent Publications

All known publications ...
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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings Grohe, M. (Corresponding author)RWTH* ; Standke, C. (Corresponding author)RWTH* ; Steegmans, J. (Corresponding author) ; Van den Bussche, J. (Corresponding author)
Query Languages for Neural NetworksLIPIcs, Volume 328, ICDT 2025Leibniz International Proceedings in Informatics (LIPIcs)
202528th International Conference on Database Theory : ICDT 2025, March 25-28, 2025, Barcelona, Spain / edited by Sudeepa Roy, Ahmet Kara
28. International Conference on Database Theory, ICDT 2025, BarcelonaBarcelona, Spain, 25 Mar 2025 - 28 Mar 20252025-03-252025-03-28 Wadern : Schloss Dagstuhl - Leibniz-Zentrum für Informatik GmbH, Leibniz international proceedings in informatics 328, 9:[1]-9:18 (2025) [10.4230/LIPICS.ICDT.2025.9]2025     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings Bohn, L. (Corresponding author)RWTH* ; Li, Y. (Corresponding author) ; Löding, C. (Corresponding author)RWTH* ; Schewe, S. (Corresponding author)
Saturation Problems for Families of Automata
202552nd International Colloquium on Automata, Languages, and Programming : ICALP 2025, July 8–11, 2025, Aarhus, Denmark / edited by Keren Censor-Hillel, Fabrizio Grandoni, Joël Ouaknine, Gabriele Puppis
52. International Colloquium on Automata, Languages, and Programming, ICALP 2025, AarhusAarhus, Denmark, 8 Jul 2025 - 11 Jul 20252025-07-082025-07-11 Wadern : Schloss Dagstuhl - Leibniz-Zentrum für Informatik GmbH, LIPIcs - Leibniz international proceedings in informatics 334, 146:1-146:19 (2025) [10.4230/LIPICS.ICALP.2025.146]2025     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article/Contribution to a book Javaid, M. B.RWTH* ; Gervens, T. R.RWTH* ; Mitsos, A.RWTH* ; Grohe, M.RWTH* ; Rittig, J. G. (Corresponding author)RWTH*
Exploring data augmentation: Multi-task methods for molecular property prediction
Computers & chemical engineering 201, 109253 (2025) [10.1016/j.compchemeng.2025.109253] special issue: "Machine learning in chemical engineering : Special issue / Guest Editors: Professor Alexander Mitsos, Dr. Erik Esche, Professor Artur M. Schweidtmann"2025     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Grohe, M. (Corresponding author)RWTH* ; Lichter, M. (Corresponding author)RWTH* ; Neuen, D. (Corresponding author) ; Schweitzer, P. (Corresponding author)
Compressing CFI Graphs and Lower Bounds for the Weisfeiler-Leman Refinements
Journal of the ACM : JACM 72(3), 21 (2025) [10.1145/3727978]2025     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Pirnay, J. ; Rittig, J. G.RWTH* ; Wolf, A. B. ; Grohe, M.RWTH* ; Burger, J. ; Mitsos, A.RWTH* ; Grimm, D. G. (Corresponding author)
GraphXForm: graph transformer for computer-aided molecular design
Digital discovery 4(4), 1052-1065 (2025) [10.1039/D4DD00339J]2025     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Dissertation / PhD Thesis Tönshoff, J. M.RWTH* ; Grohe, M. (Thesis advisor)RWTH* ; Günnemann, S. (Thesis advisor)
Deep learning on graphs : developing and understanding neural architectures for structured data
Aachen : RWTH Aachen University 1 Online-Ressource : Illustrationen (2024) [10.18154/RWTH-2025-03641]2024 = Dissertation, RWTH Aachen University, 2024     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book Grohe, M. (Corresponding author)RWTH*
Some Thoughts on Graph Similarity
2025Principles of verification: cycling the probabilistic landscape, Part 1 / Nils Jansen, Sebastian Junges, Benjamin Lucien Kaminski, Christoph Matheja, Thomas Noll, Tim Quatmann, Mariëlle Stoelinga, Matthias Volk, editors Cham : Springer, Lecture notes in computer science 15260, 369-392 (2025) [10.1007/978-3-031-75783-9_15]2025   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings Wolf, H. (Corresponding author)RWTH* ; Böttcher, L. R. (Corresponding author)RWTH* ; Bouchkati, S. (Corresponding author)RWTH* ; Lutat, P. L. (Corresponding author)RWTH* ; Breitung, J. (Corresponding author)RWTH* ; Jung, B. (Corresponding author)RWTH* ; Möllemann, T. (Corresponding author)RWTH* ; Todosijević, V. (Corresponding author)RWTH* ; Schiefelbein-Lach, J. (Corresponding author) ; Pohl, O. (Corresponding author) ; Ulbig, A. (Corresponding author)RWTH* ; Grohe, M. (Corresponding author)RWTH*
End-to-End Reinforcement Learning of Curative Curtailment with Partial Measurement Availability
2024IEEE PES ISGT Europe 2024 : conference book : ISGT Europe 2024, 14-17 October 2024, Dubrovnik, Croatia / editors: assist. prof. Ninoslav Holjevac, PhD; Tomislav Baškarad, PhD; Matija Zidar, PhD; prof. Igor Kuzle, PhD ; IEEE PES - Power & Energy Society, IEEE PES Innovative Smart Grid Technologies Europe, University of Zagreb - Faculty of Electrical Engineering and Computing
IEEE PES Innovative Smart Grid Technologies Conference Europe, IEEE PES ISGT Europe 2024, DubrovnikDubrovnik, Croatia, 14 Oct 2024 - 17 Oct 20242024-10-142024-10-17 [Piscataway, NJ] : IEEE 6 Seiten (2024) [10.1109/ISGTEUROPE62998.2024.10863540]2024   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Grohe, M.RWTH* ; Lichter, M.RWTH* ; Neuen, D. (Corresponding author)
The Iteration Number of the Weisfeiler-Leman Algorithm
ACM transactions on computational logic : TOCL 26(1), 6 (2025) [10.1145/3708891]2025     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings Lichter, M. (Corresponding author)RWTH* ; Raßmann, S. ; Schweitzer, P.
Computational Complexity of the Weisfeiler-Leman Dimension
202533rd EACSL Annual Conference on Computer Science Logic : CSL 2025, February 10-14, 2025, Amsterdam, Netherlands / edited by Jörg Endrullis, Sylvain Schmitz
33. EACSL Annual Conference on Computer Science Logic, CSL 2025, AmsterdamAmsterdam, Netherlands, 10 Feb 2025 - 14 Feb 20252025-02-102025-02-14 Saarbrücken/Wadern, Germany : Schloss Dagstuhl - Leibniz-Zentrum für Informatik GmbH, Dagstuhl Publishing, February, Leibniz International Proceedings in Informatics : LIPIcs 326, 13:1-13:22 (2025) [10.4230/LIPIcs.CSL.2025.13]2025     Files BibTeX | EndNote: XML, Text | RIS

All known publications ...
Download: BibTeX | EndNote XML,  Text | RIS |