From

Institution

Field

Type

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers matching “graphs” 1,813

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

Not finding it? Sign in to also search OpenAlex live.

Graph neural network-based multi-agent reinforcement learning for active voltage control: Performance and topology robustness
2026 Energy and AI article Engineering Optimal Power Flow Distribution Open access

Chijioke Eze, Chetan Prakash, Antonello Monti

1

citations
Dynamic knowledge graph evaluation: Semantic and syntactic metrics for evaluating changes
2026 Data & Knowledge Engineering article Computer Science Semantic Web and Ontologies Open access

Roos M. Bakker, Maaike de Boer

1

citations
Towards Principled Graph Transformers
2024 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

0

citations
A Systematic Review of Spectral Graph Methods for 5G Core Network Slicing: Methods, Architectures, and Future Research Directions
2025 International Journal on Advanced Computer Theory and Engineering review Computer Science Software-Defined Networks and 5G Open access

Emily L. Thompson, Karl Schneider, Alexei Petrov

0

citations
Graph neural networks in histopathology: Emerging trends and future directions
2025 Medical Image Analysis review Computer Science AI in cancer detection Open access

Siemen Brussee, Giorgio Buzzanca, Anne M.R. Schrader, Jesper Kers

66

citations
Ensemble graph neural network model for classification of major depressive disorder using whole-brain functional connectivity
2023 Frontiers in Psychiatry article Neuroscience Functional Brain Connectivity Studies Open access cited by 1 patent

Sujitha Venkatapathy, Mikhail Votinov, Lisa Wagels, SangYun Kim, Munseob Lee, Ute Habel, +2 more

44

citations
Graph Neural Networks in Histopathology: Emerging Trends and Future Directions
2024 arXiv (Cornell University) preprint Computer Science AI in cancer detection Open access

Siemen Brussee, Giorgio Buzzanca, Anne M.R. Schrader, Jesper Kers

0

citations
Performance Analysis of GCNs vs. GATs in Graph-Level Classification with the Letter Database
2025 Communications in computer and information science conference-paper Computer Science Advanced Graph Neural Networks

Patrick Maas, Lena Charlotte Altherr, Patrick Philipp

0

citations
GraIP: A Benchmarking Framework For Neural Graph Inverse Problems
2026 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Semih Cantürk, Andrei Manolache, Arman Mielke, Chendi Qian, Antoine Siraudin, Christopher Morris, +2 more

0

citations
Graph Similarity Based on Matrix Norms
2022 arXiv (Cornell University) preprint Computer Science Graph Theory and Algorithms Open access

Timo Gervens, Martin Grohe

3

citations
GKAN: Graph Kolmogorov-Arnold Networks
2024 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Mehrdad Kiamari, Mohammad Kiamari, Bhaskar Krishnamachari

25

citations
Graph Isomorphism in Quasipolynomial Time Parameterized by Treewidth
2020 DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) article Computer Science Advanced Graph Theory Research Open access

Daniel Wiebking

8

citations
Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks
2025 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Maya Bechler-Speicher, Ben Finkelshtein, Fabrizio Frasca, Jan Tönshoff, Antoine Siraudin, Viktor Zaverkin, +4 more

28

citations
Future Directions in the Theory of Graph Machine Learning
2024 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Fabrizio Frasca, Nadav Dym, Haggai Maron, İsmail İlkan Ceylan, Ron Levie, Derek Lim, +3 more

0

citations
Convergence of gradient based training for linear Graph Neural Networks
2025 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Dhiraj Patel, Anton Savostianov, Michael T. Schaub

3

citations
ReviewGraph: A Knowledge Graph Embedding Based Framework for Review Rating Prediction with Sentiment Features
2025 IEEE International Conference on Knowledge Graph (ICKG) conference-paper Computer Science Sentiment Analysis and Opinion Mining Open access

A. J. W. de Vink, Natalia Amat‐Lefort, Lifeng Han

3

citations
Signed total Italian k-domatic number of a graph
2021 Communications in combinatorics and optimization article Computer Science Advanced Graph Theory Research Open access

Lutz Volkmann

0

citations
Temporal Heterogeneous Graph Pretraining for Relational Deep Learning
2026 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Yixin Peng, 金儿, Diego Collarana, Stefan Decker

0

citations
Survey on Generalization Theory for Graph Neural Networks
2025 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Stefanie Jegelka, Ron Levie, Christopher G. Morris

19

citations
The Surprising Power of Graph Neural Networks with Random Node Initialization
2021 conference-paper Computer Science Advanced Graph Neural Networks Open access cited by 1 patent

Ralph Abboud, İsmail İlkan Ceylan, Martin Grohe, Thomas Lukasiewicz

14

citations
A Wasserstein Graph Distance Based on Distributions of Probabilistic Node Embeddings
2024 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Advanced Graph Neural Networks

Michael Scholkemper, Damin Kühn, Gerion Nabbefeld, Simon Musall, Björn M. Kampa, Michael T. Schaub

2

citations
A Wasserstein Graph Distance Based on Distributions of Probabilistic Node Embeddings
2024 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Michael Scholkemper, Damin Kühn, Gerion Nabbefeld, Simon Musall, Björn M. Kampa, Michael T. Schaub

1

citations
Restrained double Roman domination of a graph
2021 arXiv (Cornell University) preprint Computer Science Advanced Graph Theory Research Open access

Doost Ali Mojdeh, İman Masoumi, Lutz Volkmann

0

citations
On the uniform expressivity of graph neural networks
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science Advanced Graph Neural Networks Open access

Eran Rosenbluth

0

citations
The Roman (k,k)-domatic number of a graph
2020 Acta Biologica Plantarum Agriensis (Eszterházy Károly University, Hungary) article Computer Science Advanced Graph Theory Research Open access

Adel P. Kazemi, Seyed Mahmoud Sheikholeslami, Lutz Volkmann

0

citations