link prediction

Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion AAAI 2025 Rewarding Explainability in Drug Repurposing with Knowledge Graphs IJCAI 2025 SaCa: A Highly Compatible Reinforcing Framework for Knowledge Graph Embedding via Structural Pattern Contrast EMNLP 2025 Self-Explainable Graph Transformer for Link Sign Prediction AAAI 2025 SEMMA: A Semantic Aware Knowledge Graph Foundation Model EMNLP 2025 Should We Use a Fixed Embedding Size? Customized Dimension Sizes for Knowledge Graph Embedding COLING 2025 Signed Graph Autoencoder for Explainable and Polarization-Aware Network Embeddings AISTATS 2025 SLiNT: Structure-aware Language Model with Injection and Contrastive Training for Knowledge Graph Completion EMNLP 2025 Spectro-Riemannian Graph Neural Networks ICLR 2025 Structure Balance and Gradient Matching-Based Signed Graph Condensation AAAI 2025 SURF: A System to Unveil Explainable Risk Relations between Firms NAACL 2025 Systematic Relational Reasoning With Epistemic Graph Neural Networks ICLR 2025 Thesis Proposal: Uncertainty in Knowledge Graph Embeddings NAACL 2025 TMetaNet: Topological Meta-Learning Framework for Dynamic Link Prediction ICML 2025 Training-Free Message Passing for Learning on Hypergraphs ICLR 2025 Uncertainty-guided Graph Contrastive Learning from a Unified Perspective IJCAI 2025 Unsupervised Attributed Dynamic Network Embedding with Stability Guarantees UAI 2025 When Graph Neural Networks Meet Dynamic Mode Decomposition ICLR 2025 Zero-Shot Generalization of GNNs over Distinct Attribute Domains ICML 2025 3D Rotation and Translation for Hyperbolic Knowledge Graph Embedding EACL 2024 Active Learning Framework for Incomplete Networks UAI 2024 Association Pattern-aware Fusion for Biological Entity Relationship Prediction NeurIPS 2024 A Topological Perspective on Demystifying GNN-Based Link Prediction Performance ICLR 2024 A Unified Temporal Knowledge Graph Reasoning Model Towards Interpolation and Extrapolation ACL 2024 Automated Cognate Detection as a Supervised Link Prediction Task with Cognate Transformer EACL 2024