Publications

Piecka M , Hutschenreuter S , Alves J. Towards a complete picture of the Sco-Cen outflow. Astronomy & Astrophysics. 2024 Sept 1;689:A84. doi: 10.1051/0004-6361/202450936

Kummer L , Moustafa S , Schrittwieser S , Gansterer W , Kriege NM. Attacking Graph Neural Networks with Bit Flips: Weisfeiler and Leman Go Indifferent. In Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining: KDD 2024. New York: Association for Computing Machinery (ACM). 2024. p. 1428-1439 doi: 10.1145/3637528.3671890

Bause F , Permann C , Kriege NM. Approximating the Graph Edit Distance with Compact Neighborhood Representations. In Machine Learning and Knowledge Discovery in Databases. Research Track. ECML PKDD 2024. . Vol. 14945. Springer Cham. 2024. p. 300-318. (Lecture Notes in Computer Science, Vol. 14945). doi: 10.1007/978-3-031-70362-1_18

Bause F , Moustafa S, Langguth J, Gansterer W , Kriege NM. On the Two Sides of Redundancy in Graph Neural Networks. In Bifet A, Davis J, Krilavičius T, Kull M, Ntoutsi E, Žliobaitė I, editors, Machine Learning and Knowledge Discovery in Databases. Research Track. ECML PKDD 2024. Vol. 14946. Springer Cham. 2024. p. 371-388. (Lecture Notes in Computer Science, Vol. 14946). doi: 10.1007/978-3-031-70365-2_22

Eder M, Xu J, Grosse-Wentrup M. Benchmarking brain–computer interface algorithms: Riemannian approaches vs convolutional neural networks. Journal of Neural Engineering. 2024 Aug 21;21(4):044002. doi: 10.1088/1741-2552/ad6793

Posch L, Alves J, Miret-Roig N, Ratzenböck S, Großschedl J, Meingast S. Chains of creation: feedback driven star formation in the Sco-Cen association. 2024. European Astronomical Society Annual Meeting 2024, Padova, Italy.

Rottensteiner A, Ratzenböck S, Alves J. Charting the Star Formation History of the Orion Complex: A Multi-Dimensional Analysis Using Gaia Data and Machine Learning. 2024. European Astronomical Society Annual Meeting 2024, Padova, Italy.

Rottensteiner A, Ratzenböck S, Alves J. Navigating the Stellar Landscape: Insights from SigMA Analysis of Orion's Young Star Clusters. 2024. European Astronomical Society Annual Meeting 2024, Padova, Italy.

Szilágyi M, Alves J, Großschedl J, Meingast S, Miret-Roig N, Posch L et al.. Revisiting Lacerta using Gaia DR3. 2024.

Posch L, Alves J, Miret-Roig N, Ratzenböck S, Großschedl J, Meingast S. Stellar feedback is driving sequential star formation in the Sco-Cen association. 2024. European Astronomical Society Annual Meeting 2024, Padova, Italy.

Grossschedl J, Alves J, Ratzenböck S. The evolution of velocity dispersion in OB associations - The case of Sco-Cen. 2024. European Astronomical Society Annual Meeting 2024, Padova, Italy.

Swiggum C , Alves J, Benjamin RA, Ratzenböck S, Miret Roig N, Großschedl JE et al. Uncovering three past massive star-forming complexes that shaped local interstellar structures. Bulletin of the American Astronomical Society. 2024 Jul 1;56(7):111.05. doi: 10.3847/25c2cfeb.e7358267

Bauer-Fasching B, Bernhard K, Brändli E, Burger H, Eisele B, Hümmerich S et al. New ACV variables discovered in the Zwicky Transient Facility survey. Astronomy & Astrophysics. 2024 Jul;687:A211. doi: 10.1051/0004-6361/202347476

Swiggum C , Alves J, Benjamin R, Ratzenböck S, Miret-Roig N, Großschedl J et al. Most nearby young star clusters formed in three massive complexes. Nature. 2024 Jun 10;631(8019):49-53. doi: 10.1038/s41586-024-07496-9

Bakumenko A, Hlavackova-Schindler K , Plant C, Hubig N. Advancing Anomaly Detection: Non-Semantic Financial Data Encoding with LLMs. arXiv. 2024 Jun 1.

Dolog P, Sadikaj Y , Velaj Y, Stephan A, Roth B , Plant C. The Impact of Cluster Centroid and Text Review Embeddings on Recommendation Methods. In Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024. ACM. 2024. p. 589-592

Meunier A, Žák MR, Munz L, Garkot S, Eder M, Xu J et al. A Conversational Brain-Artificial Intelligence Interface. arXiv.org. 2024 Feb 22, p. 1. doi: 10.48550/arXiv.2402.15011

Miret Roig N, Alves J, Barrado D, Burkert A, Ratzenböck S, Konietzka R. Insights into star formation and dispersal from the synchronization of stellar clocks. Nature Astronomy. 2024 Feb;8(2):216-222. Epub 2023 Nov 23. doi: 10.1038/s41550-023-02132-4

Scherbela M, Gerard L, Grohs P. Towards a transferable fermionic neural wavefunction for molecules. Nature Communications. 2024 Jan 2;15(1):120. Epub 2024 Jan 2. doi: 10.1038/s41467-023-44216-9

Leodolter M, Plant C, Brändle N. Rotation invariant GPS trajectory mining. Geoinformatica. 2024 Jan;28:89-115. doi: 10.1007/s10707-023-00495-4