A plain-style Transformer over sampled local subgraphs, with a multiplicative adjacency residual, reaches state-of-the-art link prediction on several benchmarks without node IDs or hand-crafted heuristics.
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Plain Transformers are Surprisingly Powerful Link Predictors
A plain-style Transformer over sampled local subgraphs, with a multiplicative adjacency residual, reaches state-of-the-art link prediction on several benchmarks without node IDs or hand-crafted heuristics.