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

MQuinE: a Cure for “Z-paradox” in Knowledge Graph Embedding EMNLP 2024

Learning Low-dimensional Multi-domain Knowledge Graph Embedding via Dual Archimedean Spirals ACL 2024

Enhancing Hyperbolic Knowledge Graph Embeddings via Lorentz Transformations ACL 2024

Inductive Knowledge Graph Completion with GNNs and Rules: An Analysis COLING 2024

Predicting the Unpredictable: Uncertainty-Aware Reasoning over Temporal Knowledge Graphs via Diffusion Process ACL 2024

RAGraph: A General Retrieval-Augmented Graph Learning Framework NIPS 2024

Graph Neural Prompting with Large Language Models AAAI 2024

Link Prediction for Flow-Driven Spatial Networks WACV 2024

Mixture of Link Predictors on Graphs NIPS 2024

PageRank Bandits for Link Prediction NIPS 2024

LPNL: Scalable Link Prediction with Large Language Models ACL 2024

Unified Interpretation of Smoothing Methods for Negative Sampling Loss Functions in Knowledge Graph Embedding ACL 2024

Inductive Relation Inference of Knowledge Graph Enhanced by Ontology Information EMNLP 2023

Musical Voice Separation as Link Prediction: Modeling a Musical Perception Task as a Multi-Trajectory Tracking Problem IJCAI 2023

Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization ICML 2023

A Canonicalization-Enhanced Known Fact-Aware Framework For Open Knowledge Graph Link Prediction IJCAI 2023

GreenKGC: A Lightweight Knowledge Graph Completion Method ACL 2023

Barlow Graph Auto-Encoder for Unsupervised Network Embedding AISTATS 2023

ESSEN: Improving Evolution State Estimation for Temporal Networks using Von Neumann Entropy NIPS 2023

Distance-Based Propagation for Efficient Knowledge Graph Reasoning EMNLP 2023

SiMFy: A Simple Yet Effective Approach for Temporal Knowledge Graph Reasoning EMNLP 2023

GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection NIPS 2023

Node Embedding from Neural Hamiltonian Orbits in Graph Neural Networks ICML 2023

FTM: A Frame-Level Timeline Modeling Method for Temporal Graph Representation Learning AAAI 2023

Linkless Link Prediction via Relational Distillation ICML 2023