Projects per year
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Collaborations and top research areas from the last five years
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StruDL: Structured Data Learning with General Similarities
Kriege, N. M. (Project Lead), Gärtner, T. (Co-Lead) & Flamm, C. (Co-Lead)
1/05/23 → 30/04/27
Project: Research funding
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Algorithmic Data Science for Computational Drug Discovery
Kriege, N. M. (Project Lead) & Gansterer, W. (Co-Lead)
1/05/20 → 30/11/28
Project: Research funding
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Geometric deep learning based recommender engine with implicit feedback data in e‐commerce domain
Kriege, N. M. (Project Lead)
1/02/22 → 30/06/24
Project: Research cooperation
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Chemical Similarity and Substructure Searches
Kriege, N. M., Seidel, T., Humbeck, L. & Lessel, U., 2025, Encyclopedia of Bioinformatics and Computational Biology (Second Edition). 2 ed. Elsevier, Vol. 3.Publications: Contribution to book › Chapter › Peer Reviewed
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Crossfire: An Elastic Defense Framework for Graph Neural Networks Under Bit Flip Attacks
Kummer, L., Moustafa, S., Gansterer, W. & Kriege, N. M., 11 Apr 2025, Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence. AAAI, p. 17990-17998 9 p. (Proceedings of the ... National Conference on Artificial Intelligence; No. 17, Vol. 39).Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Open Access -
Maximally Expressive GNNs for Outerplanar Graphs
Bause, F., Jogl, F., Indri, P., Drucks, T., Penz, D., Kriege, N. M., Gärtner, T., Welke, P. & Thiessen, M., 3 Jan 2025, In: Transactions on Machine Learning Research (TMLR). 20 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access
Prizes
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Best Paper Award
Bause, F. (Recipient), Moustafa, S. (Recipient), Gansterer, W. (Recipient) & Kriege, N. M. (Recipient), 22 Sept 2023
Prize: Prize, award or honor
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MLG Best Paper Award
Oettershagen, L. (Recipient), Kriege, N. M. (Recipient), Jordan, C. (Recipient) & Mutzel, P. (Recipient), 23 Sept 2022
Prize: Prize, award or honor
Activities
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21st International Workshop on Mining and Learning with Graphs: MLG@ECML 2024
Bause, F. (Organiser), Kriege, N. M. (Organiser), Gärtner, T. (Organiser), Thiessen, M. (Organiser), Welke, P. (Organiser) & Moallemy-Oureh, A. (Organiser)
9 Sept 2024Activity: Academic events › Organisation of ...
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Permutation Tree Invariant Neural Architectures
Urban, J. (Contributor), Kriege, N. M. (Selected presenter) & Tschiatschek, S. (Contributor)
27 Jul 2024Activity: Talks and presentations › Poster presentation › Science to Science
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Graph Learning Social at ICML 2024
Bause, F. (Organiser), Kriege, N. M. (Organiser), Gärtner, T. (Organiser), Thiessen, M. (Organiser), Welke, P. (Organiser) & Moallemy-Oureh, A. (Organiser)
24 Jul 2024Activity: Academic events › Organisation of ...