Miguel Romero Orth
- Weisfeiler and Leman Go Relational
2022/11/30 by Pablo Barceló, Mikhail Galkin, Barcelo, Pablo +5 · 5 citations
Computer Science · Engineering · #Advanced Graph Neural Networks #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
- A Theory of Link Prediction via Relational Weisfeiler-Leman on Knowledge Graphs
2023/02/04 by Xingyue Huang, Miguel Romero Orth, Huang, Xingyue +5 · 5 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Explaining k-Nearest Neighbors: Abductive and Counterfactual Explanations
2025/01/10 by Pablo Barceló, Barceló, Pablo, Alexander Kozachinskiy +7 · 5 citations
Computer Science · #Logic, Reasoning, and Knowledge #Semantic Web and Ontologies #Bayesian Modeling and Causal Inference
- How Expressive are Knowledge Graph Foundation Models?
2025/02/18 by Xingyue Huang, Pablo Barceló, Huang, Xingyue +11 · 7 citations
Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques #Topic Modeling
- Link Prediction with Relational Hypergraphs
2024/02/06 by Xingyue Huang, Miguel Romero Orth, Huang, Xingyue +7 · 2 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)