Floris Geerts
8 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Conference Polyglot (3) ๐ฃ Hot Topic Early Bird ๐ Cross-Pollinator (13)
๐ฅ
Unstoppable
(5)
Conferences
ICML (4)
ICLR (2)
NIPS (2)
Top co-authors
Keywords
graph neural network
(3)
message passing
(2)
weisfeiler-lehman algorithm
(2)
generalization bound
(1)
graph isomorphism
(1)
graph convolution
(1)
graph convolutional network
(1)
weisfeiler-leman algorithm
(1)
distinguishing power
(1)
vc dimension
(1)
subgraph aggregation
(1)
expressive power
(1)
discrete sampling
(1)
Papers
Covered Forest: Fine-grained generalization analysis of graph neural networks
ICML 2025
Towards Bridging Generalization and Expressivity of Graph Neural Networks
ICLR 2025
Weisfeiler-Leman at the margin: When more expressivity matters
ICML 2024
WL meet VC
ICML 2023
Expressiveness and Approximation Properties of Graph Neural Networks
ICLR 2022
Ordered Subgraph Aggregation Networks
NIPS 2022
Letโs Agree to Degree: Comparing Graph Convolutional Networks in the Message-Passing Framework
ICML 2021
Graph Neural Networks with Local Graph Parameters
NIPS 2021