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