Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 2 Active
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StruDL: Structured Data Learning with General Similarities
Kriege, N. M., Gärtner, T. & Flamm, C.
1/05/23 → 30/04/27
Project: Research funding
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Algorithmic Data Science for Computational Drug Discovery
1/05/20 → 30/11/28
Project: Research funding
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Approximating the Graph Edit Distance with Compact Neighborhood Representations
Bause, F., Permann, C. & Kriege, N. M., 22 Aug 2024, Machine Learning and Knowledge Discovery in Databases. Research Track. ECML PKDD 2024. . Springer Cham, Vol. 14945. p. 300-318 18 p. (Lecture Notes in Computer Science, Vol. 14945).Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
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Attacking Graph Neural Networks with Bit Flips: Weisfeiler and Leman Go Indifferent
Kummer, L., Moustafa, S., Schrittwieser, S., Gansterer, W. & Kriege, N. M., 1 Aug 2024, ACM International Conference on Knowledge Discovery and Data Mining 2024. New York: Association for Computing Machinery (ACM), p. 1428-1439Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Open Access -
On the Two Sides of Redundancy in Graph Neural Networks
Bause, F., Moustafa, S., Langguth, J., Gansterer, W. & Kriege, N. M., 22 Aug 2024, Machine Learning and Knowledge Discovery in Databases. Research Track. ECML PKDD 2024. Springer Cham, Vol. 14946. p. 371-388 17 p. (Lecture Notes in Computer Science, Vol. 14946).Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Prizes
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Best Paper Award
Bause, Franka (Recipient), Moustafa, Samir (Recipient), Gansterer, Wilfried (Recipient) & Kriege, Nils Morten (Recipient), 22 Sep 2023
Prize: Prize, award or honor
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MLG Best Paper Award
Oettershagen, Lutz (Recipient), Kriege, Nils Morten (Recipient), Jordan, Claude (Recipient) & Mutzel, Petra (Recipient), 23 Sep 2022
Prize: Prize, award or honor
Activities
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Graph Learning: Embeddings, Matchings and Expressivity
Nils Morten Kriege (Speaker)
25 Jan 2023Activity: Talks and presentations › Talk or oral contribution › Science to Science
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Weisfeiler and Leman Go Walking: Random Walk Kernels Revisited
Nils Morten Kriege (Speaker)
22 Nov 2022 → 9 Dec 2022Activity: Talks and presentations › Poster presentation › Science to Science
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Expressivity in Graph Learning: On Walks and the Weisfeiler-Leman Algorithm
Nils Morten Kriege (Keynote speaker)
23 Sep 2022Activity: Talks and presentations › Talk or oral contribution › Science to Science