Hierarchical Knowledge Tree (HKT)

Introduction: Why Traditional Graph Models Are Failing You Graphs are the backbone of modern machine learning systems—from recommender engines to protein interaction networks. But most Graph Neural Networks (GNNs) still rely on undirected topologies, ignoring the asymmetric and complex relationships prevalent in real-world data. This oversight results in: So how do we unlock the full […]