SP4LP encodes a candidate link by feeding the GNN embeddings of nodes on the shortest path between its endpoints into a sequence model, and claims provable expressiveness gains over prior GNN link predictors.
Cormen, Charles E
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
GNNs Meet Sequence Models Along the Shortest-Path: an Expressive Method for Link Prediction
SP4LP encodes a candidate link by feeding the GNN embeddings of nodes on the shortest path between its endpoints into a sequence model, and claims provable expressiveness gains over prior GNN link predictors.