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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

THGB: A Comprehensive Benchmark for Text-attributed Heterogeneous Graphs AAAI 2026
Subgraph Encoding with Bicentric Sphere Node Labeling and Pooling for Link Prediction AAAI 2026
Spectral Basis Learning for Expressive Graph Neural Networks in Link Prediction AAAI 2026
Breaking the Dyadic Barrier: Rethinking Fairness in Link Prediction Beyond Demographic Parity AAAI 2026
UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction AAAI 2026
ARDiff: Anisotropic Residual Diffusion for Heterogeneous Graph Learning AAAI 2026
Multimodal Graph Representation Learning with Dynamic Information Pathways AAAI 2026
Global-Lens Transformers: Adaptive Token Mixing for Dynamic Link Prediction AAAI 2026
Imprint of the Forgotten: Stealthy Membership Inference in Unlearned Graph Neural Networks AAAI 2026
DRSoRec: Dual-Rectification of Social Networks for Recommendation AAAI 2026
Unlocking Multi-Modal Potentials for Link Prediction on Dynamic Text-Attributed Graphs AAAI 2026
Kernelized Edge Attention: Addressing Semantic Attention Blurring in Temporal Graph Neural Networks AAAI 2026
Graph2Video: Leveraging Video Models to Model Dynamic Graph Evolution AAAI 2026
Enhancing Future Link Prediction in Quantum Computing Semantic Networks through LLM-Initiated Node Features COLING 2025
CEGRL-TKGR: A Causal Enhanced Graph Representation Learning Framework for Temporal Knowledge Graph Reasoning COLING 2025
A Zero-Shot Neuro-Symbolic Approach for Complex Knowledge Graph Question Answering EMNLP 2025
MuCoS: Efficient Drug–Target Discovery via Multi-Context-Aware Sampling in Knowledge Graphs ACL 2025
Distance-Adaptive Quaternion Knowledge Graph Embedding with Bidirectional Rotation COLING 2025
Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning ACL 2025
SLiNT: Structure-aware Language Model with Injection and Contrastive Training for Knowledge Graph Completion EMNLP 2025
LGA: LLM-GNN Aggregation for Temporal Evolution Attribute Graph Prediction EMNLP 2025
Can Large Language Models Tackle Graph Partitioning? EMNLP 2025
From Chain to Tree: Refining Chain-like Rules into Tree-like Rules on Knowledge Graphs COLING 2025
Accurate Link Prediction for Edge-Incomplete Graphs via PU Learning AAAI 2025
Enhancing Large Language Model for Knowledge Graph Completion via Structure-Aware Alignment-Tuning EMNLP 2025