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Papers matching “graphs” 1,813

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One Model, Any CSP: Graph Neural Networks as Fast Global Search Heuristics for Constraint Satisfaction
2023 International Joint Conference on Artificial Intelligence conference-paper Computer Science Constraint Satisfaction and Optimization Open access

Jan Tönshoff, Berke Kisin, Jakob Lindner, Martin Grohe

15

citations
Graph neural networks for the prediction of molecular structure-property relationships
2022 arXiv (Cornell University) preprint Computer Science Computational Drug Discovery Methods Open access

Jan G. Rittig, Qinghe Gao, Manuel Dahmen, Alexander Mitsos, Artur M. Schweidtmann

2

citations
One Model, Any CSP: Graph Neural Networks as Fast Global Search Heuristics for Constraint Satisfaction
2022 arXiv (Cornell University) preprint Computer Science Constraint Satisfaction and Optimization Open access

Jan Tönshoff, Berke Kisin, Jakob Lindner, Martin Grohe

1

citations
Clustering-based model reduction for glioma graph networks
2025 SPIE Medical Imaging: Clinical and Biomedical Imaging conference-paper Neuroscience Functional Brain Connectivity Studies

Petar Mlinarić, Zlatko Sokolikj, Gokul Talla, Uwe H. Meyer-Baese, Andreas Stadlbauer, Hagen Malberg, +3 more

0

citations
THGFM: Dual-Branch Temporal Heterogeneous Graph Fusion Model
2026 Lecture notes in computer science conference-paper Computer Science Advanced Graph Neural Networks Open access

Yixin Peng, Diego Collarana, 金儿, Stefan Decker

1

citations
Single-source unsplittable flows in planar and bounded-genus graphs
2026 Mathematical Programming article Computer Science Complexity and Algorithms in Graphs Open access

Vera Traub, Laura Vargas Koch, Rico Zenklusen

0

citations
DrugEx v3: scaffold-constrained drug design with graph transformer-based reinforcement learning
2023 Journal of Cheminformatics article Computer Science Computational Drug Discovery Methods Open access

Xuhan Liu, Kai Ye, Herman van Vlijmen, Adriaan P. IJzerman, Gerard J. P. van Westen

91

citations
Grid-Aware Spatio-Temporal Graph Neural Networks for Multi-Horizon Load Forecasting
2025 ACM SIGEnergy Energy Informatics Review article Engineering Energy Load and Power Forecasting Open access

Ugochukwu Orji

5

citations
Vectorial driving of multistable materials: singularities, pt-graphs, and non-generic paths
2026 arXiv (Cornell University) preprint Engineering Advanced Materials and Mechanics Open access

Colin M. Meulblok, Martin van Hecke

0

citations
Graph neural networks for reconstruction and classification in KM3NeT
2021 Journal of Instrumentation article Physics and Astronomy Neutrino Physics Research Open access

S. Reck, Daniel Guderian, Gijs Vermariën, Alba Domi

15

citations
Approximability of Electrical Distribution Network Reconfiguration for General Graphs
2026 arXiv (Cornell University) preprint Computer Science Complexity and Algorithms in Graphs Open access

Christian Wallisch, Andrea Benigni, Carsten Hartmann, Leon Kellerhals

0

citations
Transition graphs of interacting hysterons: structure, design, organization and statistics
2025 Royal Society Open Science article Engineering Advanced Materials and Mechanics Open access

Margot Teunisse, Martin van Hecke

14

citations
Inference for dynamic Erdős–Rényi random graphs under regime switching
2025 Performance Evaluation article Physics and Astronomy Complex Network Analysis Techniques Open access

Michel Mandjes, Jiesen Wang

2

citations
Construction of personal health knowledge graphs for clinical data harmonization in breast cancer
2026 npj Breast Cancer article Health Professions Electronic Health Records Systems Open access

Wenjie Liang, Rutger F. R. van Mierlo, Anne-Lore Bynens, Remzi Çelebi, Ensar Emir Erol, Ömer Durukan Kılıç, +40 more

0

citations
The Slotted Online One-Sided Crossing Minimization Problem on 2-Regular Graphs
2022 Lecture notes in computer science conference-paper Computer Science Optimization and Search Problems

Elisabet Burjons, Janosch Fuchs, Henri Lotze

1

citations
GRAFT - Graph Retrieval Augmented Generation Fine-Tuning Approach
2025 IEEE International Conference on Big Data (BigData) conference-paper Computer Science Topic Modeling

Moritz Busch, Giuliana Defilippis, Philipp Weiß, Christian Beecks, Stefan Decker, Diego Collarana

1

citations
GraphXForm: graph transformer for computer-aided molecular design
2025 JuSER Publikationsportal article Pharmacology, Toxicology and Pharmaceutics Computational Drug Discovery Methods Open access

Jonathan Pirnay, Jan G. Rittig, Alexander Wolf, Martin Grohe, Jakob Burger, Alexander Mitsos, +1 more

0

citations
Heterophily-Based Graph Neural Network for Imbalanced Classification
2023 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Zirui Liang, Yuntao Li, Tianjin Huang, Akrati Saxena, Mykola Pechenizkiy

0

citations
How Expressive Are Graph Neural Networks in the Presence of Node Identifiers?
2026 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

A. Soeteman, Michael Benedikt, Martin Grohe, Balder ten Cate

0

citations
Computational complexity of graph orientation, bilevel and robust optimization problems
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Advanced Graph Theory Research Open access

Komal Muluk

0

citations
Towards automated self-supervised learning for truly unsupervised graph anomaly detection
2025 Data Mining and Knowledge Discovery article Computer Science Advanced Graph Neural Networks Open access

Zhong Li, Yuhang Wang, Matthijs van Leeuwen

3

citations
Probabilistic Salary Prediction with Graph Attention Networks and a Mixture Density Network
2026 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Zhipei Qin, Mohammad Shokri, N. van Weeren, Frank W. Takes

0

citations
Towards Automated Self-Supervised Learning for Truly Unsupervised Graph Anomaly Detection (Abstract Reprint)
2026 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Advanced Graph Neural Networks Open access

Zhong Li, Yuhang Wang, Matthijs van Leeuwen

0

citations
Towards Automated Self-Supervised Learning for Truly Unsupervised Graph Anomaly Detection
2025 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Zhong Li, Yuhang Wang, Matthijs van Leeuwen

0

citations
Opinion dynamics on dense dynamic random graphs
2024 arXiv (Cornell University) preprint Physics and Astronomy Opinion Dynamics and Social Influence Open access

Simone Baldassarri, Peter Braunsteins, Frank den Hollander, Michel Mandjes

10

citations