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Papers matching “graph learning” 50

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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
DGEKT: A Dual Graph Ensemble Learning Method for Knowledge Tracing
2023 ACM Transactions on Information Systems article Computer Science Intelligent Tutoring Systems and Adaptive Learning Open access

Chaoran Cui, Yumo Yao, Chunyun Zhang, Hebo Ma, Zhaochun Ren, James Ko

98

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

1

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
MultiGML: Multimodal graph machine learning for prediction of adverse drug events
2023 Heliyon article Computer Science Computational Drug Discovery Methods Open access

Sophia Krix, Lauren Nicole DeLong, Sumit Madan, Daniel Domingo‐Fernándéz, Ashar Ahmad, Sheraz Gul, +2 more

22

citations
Position: Topological Deep Learning is the New Frontier for Relational Learning
2024 PubMed article Computer Science Topological and Geometric Data Analysis Open access

Theodore Papamarkou, Tolga Birdal, Michael M. Bronstein, Gunnar Carlsson, Justin Michael Curry, Yue Lin Gao, +16 more

8

citations
The Parameterized Complexity of Learning Monadic Second-Order Logic
2025 DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) article Computer Science Advanced Graph Theory Research Open access

Steffen van Bergerem

0

citations
Multi-fidelity graph neural networks for predicting toluene/water partition coefficients
2025 Journal of Cheminformatics article Computer Science Computational Drug Discovery Methods Open access

Thomas Nevolianis, Jan G. Rittig, Alexander Mitsos, Kai O. Leonhard

3

citations
Federated learning from molecules to processes: A perspective
2026 Process Safety and Environmental Protection article Computer Science Privacy-Preserving Technologies in Data Open access

Jan G. Rittig, Clemens Kortmann

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
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
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
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
Deep learning of causal structures in high dimensions under data limitations
2023 Nature Machine Intelligence article Computer Science Bayesian Modeling and Causal Inference Open access

Kai Lagemann, Christian Lagemann, Bernd Taschler, Sach Mukherjee

65

citations
Equivariant quantum circuits for learning on weighted graphs
2023 npj Quantum Information article Computer Science Quantum Computing Algorithms and Architecture Open access

Andrea Skolik, Michele Cattelan, Sheir Yarkoni, Thomas Bäck, Vedran Dunjko

70

citations
The Parameterized Complexity of Learning Monadic Second-Order Logic
2025 Leibniz international proceedings in informatics article Computer Science Advanced Graph Theory Research Open access

Steffen van Bergerem, Martin Grohe, Nina Runde

0

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

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

49

citations
Query Languages for Machine-Learning Models (Invited Talk)
2026 DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) article Computer Science Logic, Reasoning, and Knowledge Open access

Martin Grohe

0

citations
Weisfeiler and Leman’s Unlikely Journey from Graph Isomorphism to Neural Networks (Invited Talk)
2020 DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) article Computer Science Graph Theory and Algorithms Open access

Martin Grohe

0

citations
Flowboard: How Seamless, Live, Flow-Based Programming Impacts Learning to Code for Embedded Electronics
2022 ACM Transactions on Computer-Human Interaction article Computer Science Teaching and Learning Programming

Anke Brocker, René Schäfer, Christian Remy, Simon Voelker, Jan Borchers

15

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
Physical Pooling Functions in Graph Neural Networks for Molecular Property Prediction
2022 RWTH Publications (RWTH Aachen) article Computer Science Computational Drug Discovery Methods Open access

Artur M. Schweidtmann, Jan G. Rittig, Jana M. Weber, Martin Grohe, Manuel Dahmen, Kai O. Leonhard, +1 more

3

citations
Controlled Vocabularies for a Knowledge Graph on Open Educational Resources
2025 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Open Education and E-Learning Open access

0

citations
Controlled Vocabularies for a Knowledge Graph on Open Educational Resources
2025 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Open Education and E-Learning Open access

Petra Steiner

0

citations
Continuous and complete liver vessel segmentation with graph-attention guided diffusion
2025 Knowledge-Based Systems article Computer Science Medical Image Segmentation Techniques Open access

Xiaotong Zhang, Alexander Broersen, Gonnie C. M. van Erp, Silvia L. Pintea, Jouke Dijkstra

0

citations