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Papers matching “graph processing” 59

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Signal processing on simplicial complexes
2021 arXiv (Cornell University) preprint Computer Science Topological and Geometric Data Analysis Open access

Michael T. Schaub, Jean-Baptiste Seby, Florian Frantzen, T. Mitchell Roddenberry, Yu Zhu, Santiago Segarra

3

citations
Molecular Machine Learning in Chemical Process Design
2025 JuSER (Forschungszentrum Jülich) preprint Materials Science Machine Learning in Materials Science Open access

Jan G. Rittig, Manuel Dahmen, Martin Grohe, Philippe Schwaller, Alexander Mitsos

0

citations
Graph-Based Feature Extraction on Object-Centric Event Logs
2022 Research Square preprint Business, Management and Accounting Business Process Modeling and Analysis Open access

Alessandro Berti, Johannes Günter Herforth, Mahnaz Sadat Qafari, Wil M. P. van der Aalst

6

citations
An optimized backbone-based process layout generation method using integer programming and heuristics to enhance user comprehension
2025 SSRN Electronic Journal preprint Business, Management and Accounting Business Process Modeling and Analysis Open access

Deoksang Lee, Minseok Song, Wil M. P. van der Aalst

0

citations
Discovering High-Quality Process Models Despite Data Scarcity
2023 arXiv (Cornell University) preprint Business, Management and Accounting Business Process Modeling and Analysis Open access

Jan Niklas Adams, Jari Peeperkorn, Tobias Brockhoff, Isabelle Terrier, Heiko Göhner, Merih Seran Uysal, +3 more

2

citations
Graph Learning with 1D Convolutions on Random Walks.
2021 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Jan Toenshoff, Martin Ritzert, Hinrikus Wolf, Martin Grohe

5

citations
Graph Learning Should Move Beyond Restrictive Views of Spectral and Message-Passing GNNs
2026 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Antonis Vasileiou, Juan Cerviño, Pascal Frossard, Charilaos I. Kanatsoulis, Christopher Morris, Michael P. Schaub, +4 more

0

citations
Cometh: A continuous-time discrete-state graph diffusion model
2024 arXiv (Cornell University) preprint Computer Science Computational Drug Discovery Methods Open access

Antoine Siraudin, Fragkiskos D. Malliaros

0

citations
Graph Neural Networks Do Not Always Oversmooth
2024 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Bastian Epping, Alexandre René, Moritz Helias, Michael T. Schaub

3

citations
Interactive Process Identification and Selection from SAP ERP
2022 arXiv (Cornell University) preprint Business, Management and Accounting Business Process Modeling and Analysis Open access

Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst

2

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
Evolving Embodied Intelligence: Graph Neural Network--Driven Co-Design of Morphology and Control in Soft Robotics
2026 arXiv (Cornell University) preprint Engineering Soft Robotics and Applications Open access

Jianqiang Wang, Shuaiqun Pan, Álvaro Serra-Gómez, Xiaohan Wei, Yue Hong Xie

0

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
KNOWLEDGE GRAPH CONSTRUCTION FROM MATERIALS SCIENCE LITERATURE USING LARGE LANGUAGE MODELS AND ADVANCED DATA PREPROCESSING
2026 ChemRxiv preprint Materials Science Machine Learning in Materials Science Open access

Nasrin Mohammadi, Max Dreger, Diego Collarana, Mohammad J. Eslamibidgoli, Kourosh Malek, M. Eikerling

1

citations
CELL CYCLE STATE PREDICTION USING GRAPH NEURAL NETWORKS
2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

Sayan Acharya, Aditya Ganguly, Ram Sarkar, Abin Jose

2

citations
Advancing Federated Learning in 6G: A Trusted Architecture with Graph-based Analysis
2023 arXiv (Cornell University) preprint Computer Science Privacy-Preserving Technologies in Data Open access

Wenxuan Ye, Chendi Qian, Xueli An, Xueqiang Yan, Georg Carle

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
Project-and-Fuse: Improving RGB-D Semantic Segmentation via Graph Convolution Networks
2025 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access

Xiaoyan Jiang, Bohan Wang, Hamido Fujita

0

citations
Quantum Graph-State Synthesis with SAT
2023 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Sebastiaan Brand, Tim Coopmans, Alfons Laarman

0

citations
Multi-fidelity graph neural networks for predicting toluene/water partition coefficients
2024 ChemRxiv preprint Computer Science Computational Drug Discovery Methods Open access

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

5

citations
A Biomedical Knowledge Graph for Biomarker Discovery in Cancer
2023 arXiv (Cornell University) preprint Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access

Md. Rezaul Karim, Lina Molinas Comet, Oya Beyan, Dietrich Rebholz‐Schuhmann, Stefan Decker

0

citations
Mixing of the Averaging process and its discrete dual on finite-dimensional geometries
2021 arXiv (Cornell University) preprint Mathematics Stochastic processes and statistical mechanics Open access

Matteo Quattropani, Federico Sau

15

citations
Catch Me If You Can: Semi-supervised Graph Learning for Spotting Money Laundering
2023 arXiv (Cornell University) preprint Social Sciences Crime, Illicit Activities, and Governance Open access

Md Rezaul Karim, Felix Hermsen, Sisay Adugna Chala, Paola de Perthuis, Avikarsha Mandal

2

citations
Question Answering Over Biological Knowledge Graph via Amazon Alexa
2022 arXiv (Cornell University) preprint Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access

Md Rezaul Karim, Prinon Das, Stefan Decker

4

citations