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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

Comparing Edge-based and Node-based Methods on a Citation Prediction Task EMNLP 2024
RAGraph: A General Retrieval-Augmented Graph Learning Framework NIPS 2024
OpenGraph: Towards Open Graph Foundation Models EMNLP 2024
RelBench: A Benchmark for Deep Learning on Relational Databases NIPS 2024
RulE: Knowledge Graph Reasoning with Rule Embedding ACL 2024
Construction and Application of Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model NIPS 2024
Unleashing the Power of Emojis in Texts via Self-supervised Graph Pre-Training EMNLP 2024
Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction EMNLP 2024
Spear and Shield: Adversarial Attacks and Defense Methods for Model-Based Link Prediction on Continuous-Time Dynamic Graphs AAAI 2024
Identifying Guarantors of War Veterans Using Robust-SEAL: A Case of the Korean War AAAI 2024
Learning Human Action Representations from Temporal Context in Lifestyle Vlogs ACL 2024
MQuinE: a Cure for “Z-paradox” in Knowledge Graph Embedding EMNLP 2024
Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph Completion ACL 2024
Relational Concept Bottleneck Models NIPS 2024
Self-Knowledge Distillation for Knowledge Graph Embedding COLING 2024
A Unified Temporal Knowledge Graph Reasoning Model Towards Interpolation and Extrapolation ACL 2024
Graph Neural Prompting with Large Language Models AAAI 2024
Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models COLING 2024
On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks NIPS 2024
3D Rotation and Translation for Hyperbolic Knowledge Graph Embedding EACL 2024
Revisiting Document-Level Relation Extraction with Context-Guided Link Prediction AAAI 2024
HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces AAAI 2024
SpeedE: Euclidean Geometric Knowledge Graph Embedding Strikes Back NAACL 2024
DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs NIPS 2024
Pure Message Passing Can Estimate Common Neighbor for Link Prediction NIPS 2024