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Jul 2026

Enhancing link prediction in complex networks using GraphSAGE with graph diffusion convolution

A diffusion-enhanced inductive link prediction framework that combines Graph Diffusion Convolution (GDC), structural node descriptors, and neighborhood aggregation from GraphSAGE is proposed that achieves higher accuracy than the other models on the benchmark datasets.

Indu, Jyoti Arora, Pooja Kherwa et al. · 0 citations