Geerts, Floris

10 publications

ICML 2025 Covered Forest: Fine-Grained Generalization Analysis of Graph Neural Networks Antonis Vasileiou, Ben Finkelshtein, Floris Geerts, Ron Levie, Christopher Morris

ICLR 2025 Towards Bridging Generalization and Expressivity of Graph Neural Networks Shouheng Li, Floris Geerts, Dongwoo Kim, Qing Wang

LoG 2025 UnRavL: A Neuro-Symbolic Framework for Answering Graph Pattern Queries in Knowledge Graphs Tamara Cucumides, Daniel Daza, Pablo Barcelo, Michael Cochez, Floris Geerts, Juan L Reutter, Miguel Romero Orth

ICML 2024 Weisfeiler-Leman at the Margin: When More Expressivity Matters Billy Joe Franks, Christopher Morris, Ameya Velingker, Floris Geerts

ICML 2023 WL Meet VC Christopher Morris, Floris Geerts, Jan Tönshoff, Martin Grohe

ICLR 2022 Expressiveness and Approximation Properties of Graph Neural Networks Floris Geerts, Juan L Reutter

NeurIPS 2022 Ordered Subgraph Aggregation Networks Chendi Qian, Gaurav Rattan, Floris Geerts, Mathias Niepert, Christopher Morris

NeurIPS 2021 Graph Neural Networks with Local Graph Parameters Pablo Barceló, Floris Geerts, Juan Reutter, Maksimilian Ryschkov

ICML 2021 Let’s Agree to Degree: Comparing Graph Convolutional Networks in the Message-Passing Framework Floris Geerts, Filip Mazowiecki, Guillermo Perez

ECML-PKDD 2018 Revisiting Conditional Functional Dependency Discovery: Splitting the "c" from the "FD" Joeri Rammelaere, Floris Geerts