Papers matching “graph structure learning” 138
Not finding it? Sign in to also search OpenAlex live.
-
Graph Learning Should Move Beyond Restrictive Views of Spectral and Message-Passing GNNs2026 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access
Antonis Vasileiou, Juan Cerviño, Pascal Frossard, Charilaos I. Kanatsoulis, Christopher Morris, Michael T. Schaub, +4 more
1citations -
Structack: Structure-based Adversarial Attacks on Graph Neural Networks2021 ACM Conference on Hypertext and Social Media (HT) conference-paper Computer Science Adversarial Robustness in Machine Learning Open access
Hussain Hussain, Tomislav Đuričić, Elisabeth Lex, Denis Helić, Markus Strohmaier, Roman Kern
16citations -
Utilizing protein structure graph embeddings to predict the pathogenicity of missense variants2025 NAR Genomics and Bioinformatics article Biochemistry, Genetics and Molecular Biology Genomics and Rare Diseases Open access
Martin Danner, Matthias Begemann, Miriam Elbracht, Ingo Kurth, Jeremias Krause
3citations -
Utilizing protein structure graph embeddings to predict the pathogenicity of missense variants2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Genomics and Rare Diseases Open access
Martin Danner, Matthias Begemann, Miriam Elbracht, Ingo Kurth, Jeremias Krause
0citations -
DGEKT: A Dual Graph Ensemble Learning Method for Knowledge Tracing2023 ACM Transactions on Information Systems article Computer Science Intelligent Tutoring Systems and Adaptive Learning Open access cited by 1 patent
Chaoran Cui, Yumo Yao, Chunyun Zhang, Hebo Ma, Zhaochun Ren, James Ko
98citations -
MultiGML: Multimodal Graph Machine Learning for Prediction of Adverse Drug Events2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Computational Drug Discovery Methods Open access
Sophia Krix, Lauren Nicole DeLong, Sumit Madan, Daniel Domingo‐Fernándéz, Ashar Ahmad, Sheraz Gul, +2 more
3citations -
DEGAST3D: Learning Deformable 3D Graph Similarity to Track Plant Cells in Unregistered Time Lapse Images2025 IEEE Transactions on Computational Biology and Bioinformatics article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Md Shazid Islam, Arindam Dutta, Calvin-Khang Ta, Kevin Rodriguez, Christian T. Michael, Mark Alber, +2 more
1citations -
Unsupervised protein embeddings outperform hand-crafted sequence and structure features at predicting molecular function2020 Bioinformatics article Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access cited by 2 patents
Amelia Villegas-Morcillo, Stavros Makrodimitris, Roeland C. H. J. van Ham, Angel Manuel Gomez, Marcel J. T. Reinders
137citations