Publications


Showing entries 1 - 20 out of 341
Roth A, Bause F, Kriege NM, Liebig T. Preventing Representational Rank Collapse in MPNNs by Splitting the Computational Graph. In PMLR Proceedings of Machine Learning Research . Vol. 269. PMLR. 2025. p. 1-14. (Proceedings of Machine Learning Research (PMLR)).

Bomze I, Rinaldi F, Zeffiro D. Projection free methods on product domains. Computational Optimization and Applications. 2025 Jun;91(2):511-540. doi: 10.1007/s10589-024-00585-5

Knoll C, Möller T, Gregory K, Koesten L. The Gulf of Interpretation: From Chart to Message and Back Again. 2025. Paper presented at CHI Conference on Human Factors in Computing Systems (CHI '25), Yokohama, Japan. doi: 10.1145/3706598.3713413

Kummer L, Gansterer W, Kriege NM. On the Relationship Between Robustness and Expressivity of Graph Neural Networks. In Proceedings of The 28th International Conference on Artificial Intelligence and Statistics. Vol. 258. PMLR. 2025. p. 1243-1251. (Proceedings of Machine Learning Research (PMLR)).

Kummer L, Moustafa S, Gansterer W, Kriege NM. Crossfire: An Elastic Defense Framework for Graph Neural Networks Under Bit Flip Attacks. In Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence. AAAI. 2025. p. 17990-17998. (Proceedings of the ... National Conference on Artificial Intelligence; No. 17, Vol. 39). doi: 10.1609/aaai.v39i17.33979

Cuchiero C, Möller JO. Polynomial McKean-Vlasov SDEs. 2025 Feb 26. doi: 10.48550/arXiv.2502.19203

Posch L, Alves J, Mirét-Roig N, Ratzenböck S, Großschedl J, Meingast S et al. The physical properties of Cluster Chains. Astronomy & Astrophysics. 2025 Jan 1;693:A175. doi: 10.1051/0004-6361/202451312

Mörth E, Sidak K, Maliga Z, Möller T, Gehlenborg N, Sorger P et al. Cell2Cell: Explorative Cell Interaction Analysis in Multi-Volumetric Tissue Data. IEEE Transactions on Visualization and Computer Graphics. 2025 Jan;31:569-579. doi: 10.1109/TVCG.2024.3456406

Cuchiero C, Gazzani G, Möller JO, Papariello-Svaluto-Ferro S. Joint calibration to SPX and VIX options with signature-based models. Journal of Mathematical Finance. 2025 Jan;35(1):161-213. Epub 2024 Jul 31. doi: 10.1111/mafi.12442

Kriege NM, Seidel T, Humbeck L, Lessel U. Chemical Similarity and Substructure Searches. In Encyclopedia of Bioinformatics and Computational Biology (Second Edition). 2 ed. Vol. 3. Elsevier. 2025 doi: 10.1016/B978-0-323-95502-7.00048-8

Showing entries 1 - 20 out of 341