Adeshina, Soji
- PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction
2023/02/24 by Shichang Zhang, Jiani Zhang, Zhang, Shichang +11 · 7 citations
Computer Science · Materials Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #Machine Learning in Materials Science
- Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs
2023/04/20 by Costas Mavromatis, Mavromatis, Costas, Vassilis N. Ioannidis +15 · 4 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases
2024/12/20 by Meng-Chieh Lee, Qi Zhu, Lee, Meng-Chieh +13 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval
2025/06/09 by Ghassel, Abdellah, Robinson, Ian, Tanase, Gabriel +6 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Relational Graph Neural Networks for Fraud Detection in a Super-App environment
2021/07/28 by Jaime D. Acevedo-Viloria, Acevedo-Viloria, Jaime D., Luisa Roa +12 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Blockchain Technology Applications and Security #Cybercrime and Law Enforcement Studies #Data Stream Mining Techniques #FOS: Computer and information sciences #FOS: Economics and business #General Finance (q-fin.GN) #Imbalanced Data Classification Techniques #Machine Learning (cs.LG)
- TempoQR: Temporal Question Reasoning over Knowledge Graphs
2021/12/10 by Costas Mavromatis, Mavromatis, Costas, Prasanna Lakkur Subramanyam +13 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Does your graph need a confidence boost? Convergent boosted smoothing on graphs with tabular node features
2021/10/26 by Chen, Jiuhai, Mueller, Jonas, Ioannidis, Vassilis N. +4 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)