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Papers matching “graph representation” 43

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HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations
2021 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Saeedeh Shekarpour, Isaiah Onando Mulang, Johannes Hoffart

1

citations
Knowledge representation of a multi-centre adolescent and young adult (AYA) cancer infrastructure; development of the STRONG AYA Knowledge Graph
2025 medRxiv preprint 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
What Do Temporal Graph Learning Models Learn?
2025 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Abigail J. Hayes, Tobias Schumacher, Markus Strohmaier

0

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
ReviewGraph: A Knowledge Graph Embedding Based Framework for Review Rating Prediction with Sentiment Features
2025 arXiv (Cornell University) preprint Computer Science Sentiment Analysis and Opinion Mining Open access

Natalia Amat‐Lefort, Lifeng Han

1

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
TopoEmbedX: A General Framework for Representation Learning on Topological Domains
2026 arXiv (Cornell University) preprint Computer Science Topological and Geometric Data Analysis Open access

Florian Frantzen, Ibrahem ALJabea, Inês Henriques-Cadby, Theodore Papamarkou, Mustafa Hajij, Michael T. Schaub

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
Circular Stereo Algorithm and Fingerprint for Chiral Resonance Invariant Molecular Representation
2026 ChemRxiv preprint Computer Science Computational Drug Discovery Methods Open access

Maxim Papusha, Kai Leonhard

0

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
A Stereochemistry-Aware Circular Algorithm and Fingerprint for Resonance-Invariant Molecular Representation
2026 ChemRxiv preprint Computer Science Computational Drug Discovery Methods Open access

Maxim Papusha, Kai Leonhard

0

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, F.W. Takes

0

citations
DrugEx v3: Scaffold-Constrained Drug Design with Graph Transformer-based Reinforcement Learning
2021 ChemRxiv preprint Computer Science Computational Drug Discovery Methods Open access

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

11

citations
ReG-SAM: Reference Graph-Driven SAM for 2D Foundational Vessel Segmentation
2026 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access

Donghang Lyu, Zichen Zhang, Oleh Dzyubachyk, Marius Staring

0

citations
Weisfeiler and Leman go Machine Learning: The Story so far
2021 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Yaron Lipman, Haggai Maron, Bastian Rieck, Nils M. Kriege, Martin Grohe, Matthias Fey, +1 more

27

citations
Fairness-Aware Network Embeddings: Methods, Applications, and Challenges
2026 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Ella Has, Harshith Kumar Yadav, Gaurav Dixit, Mykola Pechenizkiy, Akrati Saxena

0

citations
The Complexity of Homomorphism Reconstructibility
2023 arXiv (Cornell University) preprint Computer Science Advanced Graph Theory Research Open access

Jan Böker, Louis Härtel, Nina Runde, Tim Seppelt, Christoph Standke

1

citations
Residual Connections and Normalization Can Provably Prevent Oversmoothing in GNNs
2024 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Michael Scholkemper, Xinyi Wu, Ali Jadbabaie, Michael T. Schaub

1

citations
Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms
2023 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access

Ana Kostovska, Diederick Vermetten, Sašo Džeroski, Panče Panov, Tome Eftimov, Carola Doerr

3

citations
Knowledge Graphs and Explainable AI for Drug Repurposing on Rare Diseases
2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Computational Drug Discovery Methods Open access

Pablo Perdomo-Quinteiro, Katherine Wolstencroft, Marco Roos, Núria Queralt-Rosiñach

7

citations
The Effects of Randomness on the Stability of Node Embeddings
2020 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Tobias Schumacher, Hinrikus Wolf, Martin Ritzert, Florian Lemmerich, Jan Bachmann, Florian Frantzen, +3 more

2

citations
Ellipsoidal embeddings of graphs
2024 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Michaël Fanuel, Antoine Aspeel, Michael T. Schaub, Jean‐Charles Delvenne

0

citations
Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs
2024 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Manish Singh, Toyotaro Suzumura

0

citations
Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions
2022 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Toyotaro Suzumura, Manish Singh

0

citations
Structural Node Embeddings with Homomorphism Counts
2023 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Hinrikus Wolf, Luca Oeljeklaus, Pascal Kühner, Martin Grohe

1

citations