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Bastian Rieck — most-cited papers & profile · Graph Learning
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·
overview
Bastian Rieck
11
papers ·
31
citations ·
27
h-index
University of Fribourg · Helmholtz Zentrum München · Machine Science · Technical University of Munich
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Most-cited papers
Topological Graph Neural Networks
2021 · 1 citations
LEAP: Local ECT-Based Learnable Positional Encodings for Graphs
2025
Geometry-Aware Edge Pooling for Graph Neural Networks
2025
Diss-l-ECT: Dissecting Graph Data with Local Euler Characteristic Transforms
2024
Towards a Taxonomy of Graph Learning Datasets
2021
On the Surprising Behaviour of node2vec
2022
Filtration Surfaces for Dynamic Graph Classification
2023
Top co-authors
Guy Wolf
· 2
Anna Little
· 1
Celia Hacker
· 1
Devin Kreuzer
· 1
Dylan Sandfelder
· 1
Edward De Brouwer
· 1
Ernst R\"oell
· 1
Franz Srambical
· 1
Frederik Wenkel
· 1
Juan Amboage
· 1
Julius von Rohrscheidt
· 1
Karsten Borgwardt
· 1
Topics
GNN Architectures
Theory & Expressivity
Temporal & Dynamic