Weisfeiler-Lehman Graph Kernels

• Compressing CFI Graphs and Lower Bounds for the Weisfeiler-Leman Refinements

  2025 Journal of the ACM article Computer Science Complexity and Algorithms in Graphs Open access

  0

  citations
• Compressing CFI Graphs and Lower Bounds for the Weisfeiler-Leman Refinements

  2025 Journal of the ACM article Computer Science Complexity and Algorithms in Graphs Open access

  0

  citations
• The Iteration Number of the Weisfeiler-Leman Algorithm

  2024 ACM Transactions on Computational Logic article Computer Science Advanced Graph Theory Research Open access

  3

  citations
• Using 3D point cloud and graph-based neural networks to improve the estimation of pulmonary function tests from chest CT

  2024 Computers in Biology and Medicine article Medicine Radiomics and Machine Learning in Medical Imaging Open access

  6

  citations
• Compressing CFI Graphs and Lower Bounds for the Weisfeiler-Leman Refinements

  2023 Annual Symposium on Foundations of Computer Science conference-paper Computer Science Complexity and Algorithms in Graphs

  4

  citations
• Preserving complex object-centric graph structures to improve machine learning tasks in process mining

  2023 Engineering Applications of Artificial Intelligence article Business, Management and Accounting Business Process Modeling and Analysis

  25

  citations
• Graph Neural Networks Based Log Anomaly Detection and Explanation

  2023 SSRN Electronic Journal preprint Computer Science Software System Performance and Reliability Open access

  8

  citations
• Defining Cases and Variants for Object-Centric Event Data

  2022 International Conference on Process Mining (ICPM) conference-paper Business, Management and Accounting Business Process Modeling and Analysis cited by 3 patents

  45

  citations
• Graphs Identified by Logics with Counting

  2021 ACM Transactions on Computational Logic article Computer Science Advanced Graph Theory Research Open access

  5

  citations
• The Logic of Graph Neural Networks

  2021 Proceedings - Symposium on Logic in Computer Science conference-paper Computer Science Advanced Graph Neural Networks Open access

  50

  citations
• Graph Learning with 1D Convolutions on Random Walks.

  2021 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

  5

  citations
• Logarithmic Weisfeiler-Leman Identifies All Planar Graphs

  2021 arXiv (Cornell University) preprint Computer Science Advanced Graph Theory Research Open access

  2

  citations
• word2vec, node2vec, graph2vec, X2vec: Towards a Theory of Vector Embeddings of Structured Data

  2020 ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems (PODS) conference-paper Computer Science Advanced Graph Neural Networks Open access cited by 2 patents

  179

  citations
• Counting Bounded Tree Depth Homomorphisms

  2020 Proceedings - Symposium on Logic in Computer Science conference-paper Computer Science Advanced Graph Theory Research Open access

  21

  citations
• The Iteration Number of Colour Refinement

  2020 arXiv (Cornell University) preprint Computer Science Graph Theory and Algorithms Open access

  1

  citations

15 results