Publications

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.

Menkveld AJ, Dreber A, Holzmeister F, Huber J, Johannesson M, Kirchler M et al. Nonstandard Errors. The Journal of Finance. 2024 Jun;79(3):2339-2390. doi: 10.1111/jofi.13337

Kim N, Schuster S, Toshniwal S. Code Pretraining Improves Entity Tracking Abilities of Language Models. 2024 May 31.

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 Chua TS, Ngo CW, editors, Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024. New York: ACM. 2024. p. 589-592 doi: 10.1145/3589335.3651570

Cuchiero C, Huber F. Polynomial interacting particle systems and non-linear SPDEs for market capitalization curves. 2024 Apr 16.

Andrews T, Deierl M, Ebel C. Gender Assignment as an Event: A Contemporary Approach to Adequately Depict Historical Gender Categories. Digital Scholarship in the Humanities. 2024 Apr;39(1):5-12. Epub 2024 Jan 18. doi: 10.1093/llc/fqad100

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

Chen Z, Wu Z, Sadikaj Y , Plant C, Dai HN, Wang S et al. ADEdgeDrop: Adversarial Edge Dropping for Robust Graph Neural Networks. arXiv. 2024.

Qian L, Qian J, Sun X, Guo W, Böhm C. ADOD: Adaptive Density Outlier Detection. In IEEE International Conference on Data Mining, ICDM 2024, Abu Dhabi, United Arab Emirates, December 9-12, 2024. IEEE. 2024. p. 400-409

Miklautz L, Klein T , Sidak K, Leiber C, Lang T , Shkabrii A et al. Breaking the Reclustering Barrier in Centroid-based Deep Clustering. arXiv. 2024. doi: 10.48550/arXiv.2411.02275

Hautsch N, Scheuch C, Voigt S. Building trust takes time: Limits to arbitrage for blockchain-based assets. Review of Finance: the journal of the European Finance Association. 2024.

Zhou S, Sogomonyan A, Ohanian A, Amminger W, Xia Y, Grafinger M. Comparative Analysis of Machine Learning-Based Surrogate Modeling Approaches for Multi-Body Dynamic Simulation in Railway Digital Twin Platform. 2024.

Beer A, Palotás O, Maldonado A, Draganov A, Assent I. DROPP: Structure-Aware PCA for Ordered Data: A General Method and its Applications in Climate Research and Molecular Dynamics. In 40th IEEE International Conference on Data Engineering, ICDE 2024, Utrecht, The Netherlands, May 13-16, 2024. IEEE. 2024. p. 1143-1156

Qian L, Plant C, Qin Y, Qian J, Böhm C. DynoGraph: Dynamic Graph Construction for Nonlinear Dimensionality Reduction. In IEEE International Conference on Data Mining, ICDM 2024, Abu Dhabi, United Arab Emirates, December 9-12, 2024. IEEE. 2024. p. 827-832

Arafat NA, Mobaraki EB, Khan A, Velaj Y, Bonchi F. Estimate and Reduce Uncertainty in Uncertain Graphs. In 11th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2024, San Diego, CA, USA, October 6-10, 2024. IEEE. 2024. p. 1-12

Luz de Araujo PH , Roth B. Functionality learning through specification instructions. In Al-Onaizan Y, Bansal M, Chen YN, editors, Findings of the Association for Computational Linguistics: EMNLP 2024. Kerrville: ACL Anthology. 2024. p. 10955-10990 doi: 10.18653/v1/2024.findings-emnlp.642