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126010

⇧ RWTH Aachen ⇧

Recent Publications

All known publications ...
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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Multimedia (Video)/Contribution to a book/Contribution to a conference proceedings Müller, E.RWTH* ; Gerrits, T. S.RWTH*
Polyoracle - Assessing Multi-criteria Regional Climate Uncertainty through Agent-assisted Visual Analysis
2026EuroVis 2026 - 28th EG Conference on Visualization Nottingham, UK | June 8 - 12, 2026 EnvirVis 2026
28. EG Conference on Visualization, EnvirVis 2026, NottinghamNottingham, UK, 8 Jun 2026 - 12 Jun 20262026-06-082026-06-12 The Eurographics Association 1 Online-Ressource (2026)2026     Video 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, E.RWTH* ; Gerrits, T. S.RWTH*
Polyoracle - Assessing Multi-criteria Regional Climate Uncertainty through Agent-assisted Visual Analysis
2026EuroVis 2026 - 28th EG Conference on Visualization Nottingham, UK | June 8 - 12, 2026 EnvirVis 2026
28. EG Conference on Visualization, EnvirVis 2026, NottinghamNottingham, UK, 8 Jun 2026 - 12 Jun 20262026-06-082026-06-12 The Eurographics Association [1]-8 (2026) [10.2312/envir.20261006]2026     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Stoll, T.RWTH* ; Qian, C.RWTH* ; Finkelshtein, B. ; Parviz, A. ; Weber, D.RWTH* ; Frasca, F. ; Shavit, H.RWTH* ; Siraudin, A.RWTH* ; Mielke, A. ; Müller, E.RWTH* ; Anastacio, M.RWTH* ; Bechler-Speicher, M. ; Bronstein, M. ; Galkin, M. ; Hoos, H. H.RWTH* ; Niepert, M. ; Perozzi, B. ; Tönshoff, J. ; Morris, C.RWTH*
GraphBench: Next-generation graph learning benchmarking
1-84 (2025) [10.48550/arXiv.2512.04475]2025     Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Stoll, T. (Corresponding author)RWTH* ; Müller, L.RWTH* ; Morris, C.RWTH*
Generalizable Insights for Graph Transformers in Theory and Practice
[1]-49 (2025) [10.48550/arXiv.2511.08028]2025     Files  Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Vasileiou, A. (Corresponding author)RWTH* ; Stoll, T. (Corresponding author)RWTH* ; Morris, C.RWTH*
Understanding Generalization in Node and Link Prediction
[1]-[43] (2025) [10.48550/arXiv.2507.00927]2025     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* ; Morris, C.RWTH*
Principled data augmentation for learning to solve quadratic programming problems
[1]-26 (2025) [10.48550/arXiv.2506.01728]2025     Files  Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Vasileiou, A.RWTH* ; Jegelka, S. ; Levie, R. ; Morris, C.RWTH*
Survey on Generalization Theory for Graph Neural Networks
1-51 (2025) [10.48550/arXiv.2503.15650]2025     Fulltext by arXiv.org 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 Vasileiou, A. (Corresponding author)RWTH* ; Finkelshtein, B. ; Geerts, F. ; Levie, R. ; Morris, C.RWTH*
Covered Forest: Fine-grained generalization analysis of graph neural networks
2025International Conference on Machine Learning, 13-19 July 2025, Vancouver Convention Center, Vancouver, Canada / Editors: Aarti Singh, Maryam Fazel, Daniel Hsu, Simon Lacoste-Julien, Felix Berkenkamp, Tegan Maharaj, Kiri Wagstaff, Jerry Zhu
42. International Conference on Machine Learning, ICML 2025, VancouverVancouver, Canada, 13 Jul 2025 - 19 Jul 20252025-07-132025-07-19 MLResearchPress, Proceedings of machine learning research 267, 60984-61034 (2025)2025     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 Bechler-Speicher, M. (Corresponding author) ; Finkelshtein, B. ; Frasca, F. ; Müller, L. (Corresponding author)RWTH* ; Tönshoff, J. M.RWTH* ; Siraudin, A.RWTH* ; Zaverkin, V. ; Bronstein, M. M. ; Niepert, M. ; Perozzi, B. ; Galkin, M. ; Morris, C.RWTH*
Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks
2025International Conference on Machine Learning, 13-19 July 2025, Vancouver Convention Center, Vancouver, Canada / Editors: Aarti Singh, Maryam Fazel, Daniel Hsu, Simon Lacoste-Julien, Felix Berkenkamp, Tegan Maharaj, Kiri Wagstaff, Jerry Zhu
42. International Conference on Machine Learning, ICML 2025, VancouverVancouver, Canada, 13 Jul 2025 - 19 Jul 20252025-07-132025-07-19 MLResearchPress, Proceedings of machine learning research 267, 81067-81089 (2025)2025     Homepage of book Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Siraudin, A. (Corresponding author)RWTH* ; Malliaros, F. D. ; Morris, C.RWTH*
Cometh: A continuous-time discrete-state graph diffusion model
Transactions on Machine Learning Research 2025(4), 1-31 (2025) [10.18154/RWTH-CONV-254972]2025     Files  Fulltext BibTeX | EndNote: XML, Text | RIS

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