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link prediction

620 papers

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Also known as

LP

Co-occurring keywords

graph neural network (3945) knowledge graph embedding (300) knowledge graph (1795) knowledge graph completion (236) node classification (480) representation learning (6174) graph embedding (348) entity embedding (160) temporal knowledge graph (128) network embedding (111)

Papers

Improving Graph Neural Networks on Multi-node Tasks with the Labeling Trick JMLR 2025
Conformalized Answer Set Prediction for Knowledge Graph Embedding NAACL 2025
Knowledge Graph Pooling and Unpooling for Concept Abstraction COLING 2025
Graph Representation Learning in Hyperbolic Space via Dual-Masked COLING 2025
MuCoS: Efficient Drug–Target Discovery via Multi-Context-Aware Sampling in Knowledge Graphs ACL 2025
AutoFEA: Enhancing AI Copilot by Integrating Finite Element Analysis Using Large Language Models with Graph Neural Networks AAAI 2025
LeCNet: A Legal Citation Network Benchmark Dataset IJCNLP 2025
SEMMA: A Semantic Aware Knowledge Graph Foundation Model EMNLP 2025
LGA: LLM-GNN Aggregation for Temporal Evolution Attribute Graph Prediction EMNLP 2025
Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning ACL 2025
Enhancing Large Language Model for Knowledge Graph Completion via Structure-Aware Alignment-Tuning EMNLP 2025
Less Is MuRE: Revisiting Shallow Knowledge Graph Embeddings EMNLP 2025
HDiff: Confidence-Guided Denoising Diffusion for Robust Hyper-relational Link Prediction EMNLP 2025
Enhancing Graph Representation Learning with Localized Topological Features JMLR 2025
CEGRL-TKGR: A Causal Enhanced Graph Representation Learning Framework for Temporal Knowledge Graph Reasoning COLING 2025
Learning Human Action Representations from Temporal Context in Lifestyle Vlogs ACL 2024
Directed Hypergraph Representation Learning for Link Prediction AISTATS 2024
TransERR: Translation-based Knowledge Graph Embedding via Efficient Relation Rotation COLING 2024
Beyond Model Performance: Can Link Prediction Enrich French Lexical Graphs? COLING 2024
HTCCN: Temporal Causal Convolutional Networks with Hawkes Process for Extrapolation Reasoning in Temporal Knowledge Graphs NAACL 2024
RelBench: A Benchmark for Deep Learning on Relational Databases NIPS 2024
Prior Relational Schema Assists Effective Contrastive Learning for Inductive Knowledge Graph Completion COLING 2024
Construction and Application of Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model NIPS 2024
Self-Knowledge Distillation for Knowledge Graph Embedding COLING 2024
Dual Complex Number Knowledge Graph Embeddings COLING 2024