Research output per year
Research output per year
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LaM-SLidE: Latent Space Modeling of Spatial Dynamical Systems via Linked Entities
Sestak, F., Toshev, A. P., Fürst, A., Klambauer, G., Mayr, A. & Brandstetter, J., 17 Feb 2025, 41 p.Research output: Working paper and reports › Preprint
Open Access -
Ligand-Conditioned Binding Site Prediction Using Contrastive Geometric Learning
Schneckenreiter, L., Luukkonen, S., Friedrich, L., Kuhn, D. & Klambauer, G., 2025, Learning Meaningful Representations of Life (LMRL) Workshop at ICLR 2025. 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review
Open Access -
MHNfs: Prompting In-Context Bioactivity Predictions for Low-Data Drug Discovery.
Schimunek, J., Luukkonen, S. & Klambauer, G., 30 Apr 2025, In: Journal of Chemical Information and Modeling. 65, 9, p. 4243-4250 8 p.Research output: Contribution to journal › Article › peer-review
Open Access -
TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning
Auer, A., Podest, P., Klotz, D., Böck, S., Klambauer, G. & Hochreiter, S., 29 May 2025, 42 p. (arXiv.org; no. 2505.23719).Research output: Working paper and reports › Preprint
Open Access -
xLSTM 7B: A Recurrent LLM for Fast and Efficient Inference
Beck, M., Pöppel, K., Lippe, P., Kurle, R., Blies, P. M., Klambauer, G., Böck, S. & Hochreiter, S., 17 Mar 2025.Research output: Working paper and reports › Preprint
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Cluster of Excellence "Bilateral Artificial Intelligence"
Fürnkranz, J. (PI), Hochreiter, S. (PI), Klambauer, G. (PI), Schedl, M. (PI), Seidl, M. (PI), Widmer, G. (PI), Brandstetter, J. (PI), Kobler, E. (PI), Aichernig, B. (PI), Heisinger, M. (Researcher), Hoedt, P.-J. (Researcher), Pfeiffer, P. (Researcher), Plank, A. (Researcher), Radler, A. (Researcher), Rebola Pardo, A. (Researcher), Lin, W. (Researcher), Eckert, H. (Researcher), Cranganore, S. S. (Researcher), Hartl, A.-R. (Researcher), Plasser, M. (Researcher), Pammer, T. (Researcher), Tommasel, A. (Researcher), Nawaz, S. (Researcher), Masoudian, S. (Researcher) & Freinschlag, R. (Researcher)
01.10.2024 → 30.09.2029
Project: Funded research › FWF - Austrian Science Fund
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AI-Based Retinal Image Analysis Research Group (AI-RI)
Bogunović, H. (Researcher), Klambauer, G. (Researcher), Schmidt-Erfurth, U. (Researcher) & Hochreiter, S. (PI)
01.06.2021 → 31.05.2026
Project: Funded research › FWF - Austrian Science Fund
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Protein Design and Optimization
Klambauer, G. (Researcher) & Hochreiter, S. (PI)
01.08.2022 → 31.07.2025
Project: Funded research › Other sponsors
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AIDD - Advanced Machine Learning for Innovative Drug Discovery
Klambauer, G. (PI)
01.01.2022 → 30.06.2024
Project: Funded research › Federal / regional / local authorities
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AI-SNN - Self-Normalizing Networks as Enabler of Functional Modularity in Large AI Systems
Klambauer, G. (PI)
01.11.2019 → 31.10.2021
Project: Funded research › Federal / regional / local authorities
Activities
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A New Generation of Foundation Models Based on xLSTM
Klambauer, G. (Keynote speaker)
19 May 2025Activity: Talk or presentation › Invited talk › science-to-science
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xLSTM-based foundation models for Life Sciences
Klambauer, G. (Speaker)
19 Mar 2025Activity: Talk or presentation › Invited talk › science-to-science
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xLSTM: Extended Long Short-Term Memory
Klambauer, G. (Keynote speaker)
05 Nov 2024Activity: Talk or presentation › Invited talk › science-to-science
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Künstliche Intelligenz im Jahr 2024 und ihre Auswirkung auf Medizin und Gesundheitswesen
Klambauer, G. (Keynote speaker)
23 Oct 2024Activity: Talk or presentation › Invited talk › science-to-public
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Large language models and artificial intelligence in medicine and healthcare
Klambauer, G. (Keynote speaker)
20 Sept 2024Activity: Talk or presentation › Invited talk › science-to-science
Prizes
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Director of the ELLIS Machine Learning for Molecules Discovery research program
Klambauer, G. (Recipient), 2023
Prize: Other distinction
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