knowledge graph completion

ARNS: Adaptive Relation-Aware Negative Sampling with Curriculum Learning for Inductive Knowledge Graph Completion AAAI 2026 Collaboration of Fusion and Independence: Hypercomplex-driven Robust Multi-Modal Knowledge Graph Completion ACL 2026 GS-Quant: Granular Semantic and Generative Structural Quantization for Knowledge Graph Completion ACL 2026 HFR-MKGC: Hierarchical Fusion Reasoning with MLLMs for Multi-modal Knowledge Graph Completion AAAI 2026 Information-Theoretic Minimal Sufficient Representation for Multi-Domain Knowledge Graph Completion AAAI 2026 Learning to Think on Hypergraph: HyperCoT for Structure-Guided N-ary Knowledge Graph Completion ACL 2026 RECIPE-TKG: From Sparse History to Structured Reasoning for LLM-based Temporal Knowledge Graph Completion EACL 2026 TeCES: Collaborative Geometric Knowledge Representation Framework under Evolving Fact Snapshots ACL 2026 TGCA-LLM: Time-Aware Graph-Text Contrastive Alignment for Enhancing LLMs in Temporal Knowledge Graph Completion AAAI 2026 APKGC: Noise-enhanced Multi-Modal Knowledge Graph Completion with Attention Penalty AAAI 2025 A Survey of Link Prediction in N-ary Knowledge Graphs EMNLP 2025 Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning ACL 2025 Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Subgraph Reasoning AAAI 2025 Croppable Knowledge Graph Embedding ACL 2025 DrKGC: Dynamic Subgraph Retrieval-Augmented LLMs for Knowledge Graph Completion across General and Biomedical Domains EMNLP 2025 Efficient Dynamic Graphs Learning with Refined Batch Parallel Training IJCAI 2025 Enhancing Large Language Model for Knowledge Graph Completion via Structure-Aware Alignment-Tuning EMNLP 2025 Filter-then-Generate: Large Language Models with Structure-Text Adapter for Knowledge Graph Completion COLING 2025 From Chain to Tree: Refining Chain-like Rules into Tree-like Rules on Knowledge Graphs COLING 2025 FS-KEN: Few-shot Knowledge Graph Reasoning by Adversarial Negative Enhancing IJCAI 2025 GLTW: Joint Improved Graph Transformer and LLM via Three-Word Language for Knowledge Graph Completion ACL 2025 HDiff: Confidence-Guided Denoising Diffusion for Robust Hyper-relational Link Prediction EMNLP 2025 Hierarchy Knowledge Graph for Parameter-Efficient Entity Embedding IJCAI 2025 How Sememic Components Can Benefit Link Prediction for Lexico-Semantic Knowledge Graphs? EMNLP 2025 Inductive Link Prediction in N-ary Knowledge Graphs COLING 2025