Publications per year
Publications per year
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
-
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
-
On the Two Sides of Redundancy in Graph Neural Networks
Bause, F., Moustafa, S., Langguth, J., Gansterer, W. & Kriege, N. M., 22 Aug 2024, (E-pub ahead of print) Machine Learning and Knowledge Discovery in Databases. Research Track. ECML PKDD 2024. Bifet, A., Davis, J., Krilavičius, T., Kull, M., Ntoutsi, E. & Žliobaitė, I. (eds.). Springer Cham, Vol. 14946. p. 371-388 18 p. (Lecture Notes in Computer Science, Vol. 14946).Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
-
Preventing Representational Rank Collapse in MPNNs by Splitting the Computational Graph
Roth, A., Bause, F., Kriege, N. M. & Liebig, T., 2024.Publications: Contribution to conference › Paper › Peer Reviewed
Prizes
-
Best Paper Award
Bause, Franka (Recipient), Moustafa, Samir (Recipient), Gansterer, Wilfried (Recipient) & Kriege, Nils Morten (Recipient), 22 Sept 2023
Prize: Prize, award or honor
-
-
Approximating the Graph Edit Distance with Compact Neighborhood Representations
Franka Bause (Speaker)
12 Sept 2024Activity: Talks and presentations › Talk or oral contribution › Science to Science
-
Approximating the Graph Edit Distance with Compact Neighborhood Representations
Franka Bause (Speaker)
11 Sept 2024Activity: Talks and presentations › Poster presentation › Science to Science
-
21st International Workshop on Mining and Learning with Graphs: MLG@ECML 2024
Franka Bause (Organiser), Nils Morten Kriege (Organiser), Thomas Gärtner (Organiser), Maximilian Thiessen (Organiser), Pascal Welke (Organiser) & Alice Moallemy-Oureh (Organiser)
9 Sept 2024Activity: Academic events › Organisation of ...