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Recent Publications

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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Carmeli, N. ; Grohe, M.RWTH* ; Lindner, P.RWTH* ; Standke, C.RWTH*
Tuple-Independent Representations of Infinite Probabilistic Databases
ACM transactions on database systems : TODS 3771733 (2025) [10.1145/3771733]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/Contribution to a conference proceedings Tönshoff, J. M. (Corresponding author)RWTH* ; Friedman, N. (Corresponding author) ; Grohe, M. (Corresponding author)RWTH* ; Kimelfeld, B. (Corresponding author)
Stable Tuple Embeddings for Dynamic Databases
20232023 IEEE 39th International Conference on Data Engineering : ICDE 2023 : proceedings : 3-7 April 2023, Anaheim, California / general chair: Chen Li (University of California, Irvine, USA) ; publication chairs: Ilaria Bartolini (University of Bologna, Italy), Xiaochun Yang (Northeastern University, China) ; publisher: IEEE
39. International Conference on Data Engineering, ICDE 20223, Anaheim, CAAnaheim, CA, USA, 3 Apr 2023 - 7 Apr 20232023-04-032023-04-07 Piscataway, NJ : IEEE 1286-1299 (2023) [10.1109/ICDE55515.2023.00103]2023   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Tönshoff, J. M. (Corresponding author)RWTH* ; Ritzert, M. (Corresponding author) ; Wolf, H. (Corresponding author)RWTH* ; Grohe, M. (Corresponding author)RWTH*
Walking Out of the Weisfeiler Leman Hierarchy: Graph Learning Beyond Message Passing
Transactions on machine learning research 2023(8), 1-30 (2023)2023     Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Tönshoff, J. M. (Corresponding author)RWTH* ; Kisin, B.RWTH* ; Lindner, J.RWTH* ; Grohe, M.RWTH*
One Model, Any CSP: Graph Neural Networks as Fast Global Search Heuristics for Constraint Satisfaction
2023Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence
32. International Joint Conference on Artificial Intelligence, IJCAI 2023, MacauMacau, Macau, 19 Aug 2023 - 25 Aug 20232023-08-192023-08-25 International Joint Conferences on Artificial Intelligence Organization California 4280-4288 (2023) [10.24963/ijcai.2023/476]2023   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Grohe, M. (Corresponding author)RWTH* ; Kaminski, B. L. ; Katoen, J.-P.RWTH* ; Lindner, P.RWTH*
Probabilistic Data with Continuous Distributions
ACM SIGMOD record 50(1), 69-76 (2021) [10.1145/3471485.3471502]2021   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 Carmeli, N. (Corresponding author) ; Grohe, M. (Corresponding author)RWTH* ; Lindner, P. (Corresponding author)RWTH* ; Standke, C. (Corresponding author)
Tuple-Independent Representations of Infinite Probabilistic Databases
2021Proceedings of the 40th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems
40. ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, PODS 2021, onlineonline, 20 Jun 2021 - 25 Jun 20212021-06-202021-06-25 New York,NY,United States : Association for Computing Machinery, ACM Conferences 388-401 (2021) [10.1145/3452021.3458315]2021   BibTeX | EndNote: XML, Text | RIS

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