conftrace_

knowledge graph completion

240 papers

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Also known as

KG C KGC KG COMPLETION

Co-occurring keywords

link prediction (624) knowledge graph embedding (300) graph neural network (3962) entity embedding (160) temporal knowledge graph (134) graph embedding (349) large language model (13587) representation learning (6206) knowledge graph (1837) entity representation (113)

Papers

TGCA-LLM: Time-Aware Graph-Text Contrastive Alignment for Enhancing LLMs in Temporal Knowledge Graph Completion AAAI 2026
TeCES: Collaborative Geometric Knowledge Representation Framework under Evolving Fact Snapshots ACL 2026
Learning to Think on Hypergraph: HyperCoT for Structure-Guided N-ary Knowledge Graph Completion ACL 2026
HFR-MKGC: Hierarchical Fusion Reasoning with MLLMs for Multi-modal Knowledge Graph Completion AAAI 2026
RECIPE-TKG: From Sparse History to Structured Reasoning for LLM-based Temporal Knowledge Graph Completion EACL 2026
ARNS: Adaptive Relation-Aware Negative Sampling with Curriculum Learning for Inductive Knowledge Graph Completion AAAI 2026
Information-Theoretic Minimal Sufficient Representation for Multi-Domain Knowledge Graph Completion AAAI 2026
GS-Quant: Granular Semantic and Generative Structural Quantization for Knowledge Graph Completion ACL 2026
Collaboration of Fusion and Independence: Hypercomplex-driven Robust Multi-Modal Knowledge Graph Completion ACL 2026
APKGC: Noise-enhanced Multi-Modal Knowledge Graph Completion with Attention Penalty AAAI 2025
Retrieval, Reasoning, Re-ranking: A Context-Enriched Framework for Knowledge Graph Completion NAACL 2025
Towards Global-Topology Relation Graph for Inductive Knowledge Graph Completion AAAI 2025
Knowledge Graph Completion with Relation-Aware Anchor Enhancement AAAI 2025
Soft Reasoning Paths for Knowledge Graph Completion IJCAI 2025
FS-KEN: Few-shot Knowledge Graph Reasoning by Adversarial Negative Enhancing IJCAI 2025
KGCRR: An Effective Metric-Driven Knowledge Graph Completion Framework by Designing a Novel Upper Bound Function with Adaptive Approximation to Reciprocal Rank AAAI 2025
Filter-then-Generate: Large Language Models with Structure-Text Adapter for Knowledge Graph Completion COLING 2025
Hierarchy Knowledge Graph for Parameter-Efficient Entity Embedding IJCAI 2025
S²DN: Learning to Denoise Unconvincing Knowledge for Inductive Knowledge Graph Completion AAAI 2025
SLiNT: Structure-aware Language Model with Injection and Contrastive Training for Knowledge Graph Completion EMNLP 2025
DrKGC: Dynamic Subgraph Retrieval-Augmented LLMs for Knowledge Graph Completion across General and Biomedical Domains EMNLP 2025
Noise-powered Multi-modal Knowledge Graph Representation Framework COLING 2025
Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning ACL 2025
MusKGC: A Flexible Multi-source Knowledge Enhancement Framework for Open-World Knowledge Graph Completion EMNLP 2025
Inductive Link Prediction in N-ary Knowledge Graphs COLING 2025