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subgraph encoding

6 papers

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graph neural network (3) message passing (3) link prediction (3) knowledge graph completion (2) connection-biased attention (1) entity role embedding (1) inductive link prediction (1) node labeling (1) neural network (1) large language model (1)

Papers

Subgraph Encoding with Bicentric Sphere Node Labeling and Pooling for Link Prediction AAAI 2026 GLTW: Joint Improved Graph Transformer and LLM via Three-Word Language for Knowledge Graph Completion ACL 2025 Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion AAAI 2025 From Stars to Subgraphs: Uplifting Any GNN with Local Structure Awareness ICLR 2022 Subgraph Neighboring Relations Infomax for Inductive Link Prediction on Knowledge Graphs IJCAI 2022 Communicative Message Passing for Inductive Relation Reasoning AAAI 2021