Publikationen

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Yujing Ke; Kevin George; Kathan Pandya; David Blumenthal; Maximilian Sprang; Gerrit Großmann; Sebastian Vollmer; David Antony Selby
BioDisco: Multi-agent hypothesis generation with dual-mode evidence, iterative feedback and temporal evaluation
In: Proceedings of the Thirty-Fifth International Joint Conference on Artificial Intelligence. International Joint Conference on Artificial Intelligence (IJCAI-2026), 35th International Joint Conference on Artificial Intelligence, August 15-21, Bremen, Germany, IJCAI, 8/2026.
Rashika Jakhmola; David Antony Selby; Mert Cihan; Dusan Prascevic; Elisabetta Petracci; Paola Ulivi; Enriqueta Felip; Rocío Caro Consuegra; Franco Stella; Piergiorgio Solli; Desideria Argnani; Milena Urbini; Johannes Urban Mayer; Sebastian Vollmer; Christian Martin; Jan Ewald; Maximilian Sprang
MiracleNet: A biologically-interpretable machine learning model for resected non-small-cell lung cancer
In: Computational and Structural Biotechnology Journal, Vol. 0145, No. ja, Pages 1-26, American Association for the Advancement of Science, 6/2026.
Jan Tauberschmidt; Sophie Fellenz; Sebastian Vollmer; Andrew B. Duncan
Physics-Constrained Fine-Tuning of Flow-Matching Models for Generation and Inverse Problems
In: The Fourteenth International Conference on Learning Representations. International Conference on Learning Representations (ICLR), located at ICLR-2026, April 23-27, Rio de Janeiro, Brazil, ICLR, 2026.
Sumantrak Mukherjee; Mouad Elhamdi; George Mohler; David Antony Selby; Yao Xie; Sebastian Vollmer; Gerrit Großmann
Neural Spatiotemporal Point Processes: Trends and Challenges
In: Transactions on Machine Learning Research (TMLR), Vol. NA, Pages 1-27, JMLR, 11/2025.
Gerrit Großmann; Larisa Ivanova; Sai Leela Poduru; Mohaddeseh Tabrizian; Islam Mesabah; David Antony Selby; Sebastian Vollmer
The Power of Stories: Narrative Priming in Multi-Agent Networked Public Goods Games
In: Proceedings of the 12th INternational Conference of Networks, Games, Control and Optimization. International Conference of Networks, Games, Control and Optimization (NETGCOOP-2025), October 8-10, Bilbao, Spain, Lecture Notes in Computer Science (LNCS), Springer, 10/2025.
Peter Neigel; David Antony Selby; Shota Arai; Benjamin Tag; Niels van Berkel; Sebastian Vollmer; Andrew Vargo; Koichi Kise
Exploring the Alignment of Perceived and Measured Sleep Quality with Working Memory Using Consumer Wearables
In: Proceedings of the Augmented Humans International Conference 2025. Augmented Humans International Conference (AHs-2025), March 16-20, Abu Dhabi, United Arab Emirates, Pages 381-398, AHs '25, ISBN 9798400715662, Association for Computing Machinery, New York, USA, 10/2025.
David Antony Selby; Maximilian Sprang; Jan Ewald; Sebastian Vollmer
Beyond the black box with biologically informed neural networks
In: Linda Koch (Hrsg.). Nature Reviews Genetics (Nat Rev Genet), Vol. NA, Pages NA-NA, Springer Nature, 3/2025.
David Antony Selby; Yuichiro Iwashita; Kai Spriestersbach; Mohammad Saad; Dennis Bappert; Archana Warrier; Sumantrak Mukherjee; Koichi Kise; Sebastian Vollmer
Had enough of experts? Quantitative knowledge retrieval from large language models
In: Weijie Su; Linjun Zhang; David Banks (Hrsg.). The ISI's Journal for the Rapid Dissemination of Statistics Research (Stat), Vol. 14, Pages e70054-n.n. Wiley, 3/2025.
Harrison Wilde; Christopher Tomlinson; Bilal A Mateen; David Antony Selby; Hari Krishnan Kanthimathinathan; Spiros Denaxas; Seth Flaxman; Sebastian Vollmer; Christina Pagel; Katherine Brown; CVD-COVID-UK/COVID-IMPACT Consortium
Trends in pediatric hospital admissions caused or contributed by SARS-CoV-2 infection in England
In: The Journal of Pediatrics, Vol. 276, No. 114370, Pages 1-1, Elsevier BV, 1/2025.
Rahul Sharma; Sumantrak Mukherjee; Andrea Sipka; Eyke Hüllermeier; Sebastian Vollmer; Sergey Redyuk; David Antony Selby
X-Hacking: The Threat of Misguided AutoML
In: 42nd International Conference on Machine Learning (ICML) 2025. International Conference on Machine Learning (ICML-2025), July 13-19, Vancouver, BC, Canada, ICML, 2025.