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Papers matching “graph representation” 67

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Knowledge Representation of a Multicenter Adolescent and Young Adult Cancer Infrastructure: Development of the STRONG AYA Knowledge Graph
2026 JCO Clinical Cancer Informatics article Computer Science Semantic Web and Ontologies Open access

Joshi Hogenboom, Varsha Gouthamchand, Charlotte Cairns, Silvie H. M. Janssen, Kirsty M. Way, Andre L.A.J. Dekker, +6 more

0

citations
Graph Neural Networks for Prediction of Fuel Ignition Quality
2020 Energy & Fuels article Materials Science Machine Learning in Materials Science

Artur M. Schweidtmann, Jan G. Rittig, Andrea Anna König, Martin Grohe, Alexander Mitsos, Manuel Dahmen

142

citations
ReviewGraph: a knowledge graph embedding based framework for review rating prediction with sentiment features
2025 Leiden Repository (Leiden University) article Computer Science Sentiment Analysis and Opinion Mining Open access

A.J.W. de. Vink, N. Amat Lefort, L. Han

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

90

citations
Efficient Time and Space Representation of Uncertain Event Data
2020 Algorithms article Business, Management and Accounting Business Process Modeling and Analysis Open access

Marco Pegoraro, Merih Seran Uysal, Wil M. P. van der Aalst

0

citations
Multi‐scale graph capsule with influence attention for information cascades prediction
2021 International Journal of Intelligent Systems article Physics and Astronomy Complex Network Analysis Techniques Open access

Xueqin Chen, Fengli Zhang, Fan Zhou, Marcello Bonsangue

39

citations
A graph-based approach to variant description extraction from sequences
2025 NAR Genomics and Bioinformatics article Biochemistry, Genetics and Molecular Biology Genomics and Phylogenetic Studies Open access

Mark A Santcroos, Walter A. Kosters, Jeroen F. J. Laros, Jonathan K. Vis

0

citations
Synergizing ontologies and graph databases for highly flexible materials-to-device workflow representations
2023 Journal of Materials Informatics article Computer Science Semantic Web and Ontologies Open access

Max Dreger, Mohammad J. Eslamibidgoli, Michael Hermann Eikerling, Kourosh Malek

3

citations
Graph Embeddings : Theory meets Practice (Dagstuhl Seminar 22132)
2022 Dagstuhl reports article Computer Science Advanced Graph Neural Networks Open access

Martin Grohe, Stephan Günnemann, Stefanie Jegelka, Christopher Morris

0

citations
Automated Classification and Representation of sp2–sp2 Atropisomers in the MolBar Identifier
2026 Journal of Chemical Information and Modeling article Chemistry Axial and Atropisomeric Chirality Synthesis Open access

Nils van Staalduinen, Christoph Bannwarth

0

citations
GraphXForm: graph transformer for computer-aided molecular design
2025 JuSER Publikationsportal article Computer Science Computational Drug Discovery Methods Open access

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

0

citations
Graph Neural Network Encoder for Layout Planning and Scheduling in Line-less Mobile Assembly Systems
2023 Procedia CIRP article Engineering Scheduling and Optimization Algorithms Open access

Lea Kaven, Amon Göppert, Robert Heinrich Schmitt

0

citations
SO(3)-invariance of informed-graph-based deep neural network for anisotropic elastoplastic materials
2020 Computer Methods in Applied Mechanics and Engineering article Engineering Elasticity and Material Modeling Open access

Yousef Heider, WaiChing Sun

129

citations
Cross-Domain Graph Level Anomaly Detection
2024 IEEE Transactions on Knowledge and Data Engineering article Computer Science Anomaly Detection Techniques and Applications Open access

Zhong Li, Sheng Liang, Jiayang Shi, Matthijs van Leeuwen

4

citations
Graph neural networks based log anomaly detection and explanation
2026 Data Mining and Knowledge Discovery article Computer Science Software System Performance and Reliability Open access

Zhong Li, Jiayang Shi, Matthijs van Leeuwen

2

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

3

citations
A Spike‐Based Graph Surrogate for Modeling Finite Element Structures
2026 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Vaishnav Bhaskaran, Rutwik Gulakala, Marcus Stoffel

0

citations
Nonstabilizerness estimation using graph neural networks
2026 Machine Learning Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

Vincenzo Lipardi, Domenica Dibenedetto, Evert van Nieuwenburg, Mark H. M. Winands

0

citations
Renormalization of interacting random graph models
2026 Physical review. E article Physics and Astronomy Complex Network Analysis Techniques Open access

Alessio Catanzaro, Diego Garlaschelli, Subodh P. Patil

0

citations
Investigating spatial heterogeneity within fracture networks using hierarchical clustering and graph distance metrics
2021 Solid Earth article Earth and Planetary Sciences Geological Modeling and Analysis Open access

Rahul Prabhakaran, Giovanni Bertotti, Janos Lajos Urai, David Smeulders

15

citations
scACCorDiON: a clustering approach for explainable patient level cell–cell communication graph analysis
2025 Bioinformatics article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access

James Shiniti Nagai, Tiago Maié, Michael T. Schaub, Ivan G. Costa

3

citations
GNSS/Multisensor Fusion Using Continuous-Time Factor Graph Optimization for Robust Localization
2024 IEEE Transactions on Robotics article Engineering Robotics and Sensor-Based Localization Open access

Haoming Zhang, Chih-Chun Chen, Heike Vallery, Timothy D. Barfoot

38

citations
Using 3D point cloud and graph-based neural networks to improve the estimation of pulmonary function tests from chest CT
2024 Computers in Biology and Medicine article Medicine Radiomics and Machine Learning in Medical Imaging Open access

Jingnan Jia, Prerak Mody, Maarten K. Ninaber, Anne A. Schouffoer, Jeska Kirsten De Vries-Bouwstra, Lucia J.M. Kroft, +2 more

6

citations
CAD-based AND/OR Graph Generation Algorithms in (Dis)assembly Sequence Planning of Complex Products
2022 Procedia CIRP article Engineering Manufacturing Process and Optimization Open access

Sören Münker, Robert Heinrich Schmitt

41

citations
Graph-Enhanced Prompt Learning for Cross-Domain Contract Element Extraction
2025 ACM Transactions on Information Systems article Computer Science Topic Modeling Open access

Zihan Wang, Hanbing Wang, Pengjie Ren, Zhumin Chen, Maarten de Rijke, Zhaochun Ren

3

citations