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126030 ; 126010

⇧ 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 conference proceedings Müller, L. ; Stoll, T. ; Morris, C.RWTH*
Generalizable Insights for Graph Transformers in Theory and Practice
2025New Perspectives in Graph Machine Learning : NPGML : San Diego, CA, United States, Dec 07 2025
Conference on Neural Information Processing Systems 2025, NeurIPS 2025, San Diego, CASan Diego, CA, USA, 7 Dec 2025 - 7 Dec 20252025-12-072025-12-07     Fulltext 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 Qian, C. (Corresponding author)RWTH* ; Manolache, A. (Corresponding author) ; Morris, C. (Corresponding author)RWTH* ; Niepert, M. (Corresponding author)
Probabilistic Graph Rewiring via Virtual Nodes
2025Advances in Neural Information Processing Systems 37 (NeurIPS 2024) / edited by: A. Globerson and L. Mackey and D. Belgrave and A. Fan and U. Paquet and J. Tomczak and C. Zhang
38. Conference on Neural Information Processing Systems, NeurIPS 2024, VancouverVancouver, Canada, 10 Dec 2024 - 15 Dec 20242024-12-102024-12-15 [Erscheinungsort nicht ermittelbar] : [Verlag nicht ermittelbar], Advances in neural information processing systems 37, [1]-34 (2025)2025     Fulltext Homepage of book 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 Qian, C. (Corresponding author)RWTH* ; Manolache, A. (Corresponding author) ; Morris, C.RWTH* ; Niepert, M.
Probabilistic Graph Rewiring via Virtual Nodes
2024Advances in Neural Information Processing Systems 37 (NeurIPS 2024) / edited by: A. Globerson and L. Mackey and D. Belgrave and A. Fan and U. Paquet and J. Tomczak and C. Zhang
38. Conference on Neural Information Processing Systems, NeurIPS 2024, VancouverVancouver, Canada, 10 Dec 2024 - 15 Dec 20242024-12-102024-12-15 [Erscheinungsort nicht ermittelbar] : [Verlag nicht ermittelbar], Advances in neural information processing systems 37, [1]-34 (2024)2024     Homepage of book Fulltext 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 Müller, L. (Corresponding author)RWTH* ; Kusuma, D.RWTH* ; Bonet, B. ; Morris, C.RWTH*
Towards Principled Graph Transformers
2024Advances in Neural Information Processing Systems 37 (NeurIPS 2024) / edited by: A. Globerson and L. Mackey and D. Belgrave and A. Fan and U. Paquet and J. Tomczak and C. Zhang
38. Conference on Neural Information Processing Systems, NeurIPS 2024, VancouverVancouver, Canada, 10 Dec 2024 - 15 Dec 20242024-12-102024-12-15 [Erscheinungsort nicht ermittelbar] : [Verlag nicht ermittelbar], Advances in neural information processing systems 37, [1]-35 (2024)2024     Homepage of book Fulltext 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 Morris, C. (Corresponding author)RWTH* ; Frasca, F. ; Dym, N. ; Maron, H. ; Ceylan, I. I. ; Levie, R. ; Lim, D. ; Bronstein, M. M. ; Grohe, M.RWTH* ; Jegelka, S.
Position: Future Directions in the Theory of Graph Machine Learning
2024International Conference on Machine Learning : 21-27 July 2024, Vienna, Austria / editors: Ruslan Salakhutdinov, Zico Kolter, Katherine Heller, Adrian Weller, Nuria Oliver, Jonathan Scarlett, Felix Berkenkamp
41. International Conference on Machine Learning, ICML 2024, ViennaVienna, Austria, 21 Jul 2024 - 27 Jul 20242024-07-212024-07-27 [Erscheinungsort nicht ermittelbar] : PMLR, Proceedings of machine learning research 235, 36294-36307 (2024)2024     Fulltext Homepage of book BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Vasileiou, A.RWTH* ; Finkelshtein, B. ; Geerts, F. ; Levie, R. ; Morris, C.RWTH*
Covered Forest: Fine-grained generalization analysis of graph neural networks
68 Seiten (2024) [10.48550/arXiv.2412.07106]2024     Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Qian, C. (Corresponding author)RWTH* ; Manolache, A. (Corresponding author) ; Ahmed, K. ; Zeng, Z. ; Van den Broeck, G. ; Niepert, M. ; Morris, C.RWTH*
Probabilistically Rewired Message-Passing Neural Networks
26 Seiten (2023) [10.48550/arXiv.2310.02156]2023     Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Siraudin, A. (Corresponding author)RWTH* ; Malliaros, F. D. ; Morris, C.RWTH*
Cometh: A continuous-time discrete-state graph diffusion model
27 Seiten (2024) [10.48550/arXiv.2406.06449]2024     Files  Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Müller, L. (Corresponding author)RWTH* ; Morris, C.
Aligning Transformers with Weisfeiler-Leman
202441. International Conference on Machine Learning, ICML 2024, ViennaVienna, Austria, 21 Jul 2024 - 27 Jul 20242024-07-212024-07-27 51 Seiten (2024) [10.48550/arXiv.2406.03148]2024     Files  Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Qian, C. (Corresponding author)RWTH* ; Manolache, A. (Corresponding author) ; Morris, C.RWTH* ; Niepert, M.
Probabilistic Graph Rewiring via Virtual Nodes
27 Seiten (2024) [10.48550/arXiv.2405.17311]2024     Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

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