link prediction

On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks NeurIPS 2024 OpenGraph: Towards Open Graph Foundation Models EMNLP 2024 PageRank Bandits for Link Prediction NeurIPS 2024 Perception-Inspired Graph Convolution for Music Understanding Tasks IJCAI 2024 Predicting the Unpredictable: Uncertainty-Aware Reasoning over Temporal Knowledge Graphs via Diffusion Process ACL 2024 Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction EMNLP 2024 Preserving Spatial-Temporal Relationship with Adaptive Node Sampling in Hierarchical Dynamic Graph Transformers ACML 2024 Prior Relational Schema Assists Effective Contrastive Learning for Inductive Knowledge Graph Completion COLING 2024 Pure Message Passing Can Estimate Common Neighbor for Link Prediction NeurIPS 2024 PyClause - Simple and Efficient Rule Handling for Knowledge Graphs IJCAI 2024 RAGraph: A General Retrieval-Augmented Graph Learning Framework NeurIPS 2024 Relational Concept Bottleneck Models NeurIPS 2024 RelBench: A Benchmark for Deep Learning on Relational Databases NeurIPS 2024 Revisiting Document-Level Relation Extraction with Context-Guided Link Prediction AAAI 2024 Revisiting Link Prediction: a data perspective ICLR 2024 RulE: Knowledge Graph Reasoning with Rule Embedding ACL 2024 Select and Augment: Enhanced Dense Retrieval Knowledge Graph Augmentation (Abstract Reprint) AAAI 2024 Self-Knowledge Distillation for Knowledge Graph Embedding COLING 2024 Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph Completion ACL 2024 Spear and Shield: Adversarial Attacks and Defense Methods for Model-Based Link Prediction on Continuous-Time Dynamic Graphs AAAI 2024 SpeedE: Euclidean Geometric Knowledge Graph Embedding Strikes Back NAACL 2024 Structural Information Enhanced Graph Representation for Link Prediction AAAI 2024 Supra-Laplacian Encoding for Transformer on Dynamic Graphs NeurIPS 2024 Temporal Fact Reasoning over Hyper-Relational Knowledge Graphs EMNLP 2024 TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs NeurIPS 2024