Knowledge graphs are a powerful tool for bringing together information from biological databases and linking what is already ...
Complex fluids, such as polymer melts and concentrated suspensions, are foundational materials for industrial products, ...
Knowledge graphs are a powerful tool for bringing together information from biological databases and linking what is already ...
Behavior components address How to do it? and Can we do it?, while Arbitrators decide What to do? 🧠Meta-framework Integrate diverse methods in one decision-making framework. Why not combine ...
This study proposes KGI, a novel graph isomorphism network that integrates Kolmogorov-Arnold Networks (KAN) into graph representation learning. Unlike traditional Graph Isomorphism Networks (GIN) that ...
The origins of complex, nucleated cellular life – everything from amoebas to humans – may date back a lot further in Earth's history than we thought. A new study tracing the earliest steps toward ...
Abstract: Graph representation learning (GRL) has become a new learning paradigm, supporting a wide range of tasks such as node classification, link prediction, and graph classification. However, the ...
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