link prediction

How Sememic Components Can Benefit Link Prediction for Lexico-Semantic Knowledge Graphs? EMNLP 2025 HyperFM: Fact-Centric Multimodal Fusion for Link Prediction over Hyper-Relational Knowledge Graphs ACL 2025 HyperKGR: Knowledge Graph Reasoning in Hyperbolic Space with Graph Neural Network Encoding Symbolic Path EMNLP 2025 IGL-Bench: Establishing the Comprehensive Benchmark for Imbalanced Graph Learning ICLR 2025 Implicit degree bias in the link prediction task ICML 2025 Improving Graph Neural Networks on Multi-node Tasks with the Labeling Trick JMLR 2025 Invariant Link Selector for Spatial-Temporal Out-of-Distribution Problem AISTATS 2025 Is Complex Query Answering Really Complex? ICML 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 KGE Calibrator: An Efficient Probability Calibration Method of Knowledge Graph Embedding Models for Trustworthy Link Prediction EMNLP 2025 Knowledge Graph Completion with Relation-Aware Anchor Enhancement AAAI 2025 Knowledge Graph Pooling and Unpooling for Concept Abstraction COLING 2025 Learnable Spatial-Temporal Positional Encoding for Link Prediction ICML 2025 LeCNet: A Legal Citation Network Benchmark Dataset AACL 2025 Less Is MuRE: Revisiting Shallow Knowledge Graph Embeddings EMNLP 2025 LGA: LLM-GNN Aggregation for Temporal Evolution Attribute Graph Prediction EMNLP 2025 MaskDGNN: Self-Supervised Dynamic Graph Neural Networks with Activeness-aware Temporal Masking IJCAI 2025 Mitigating Heterogeneity among Factor Tensors via Lie Group Manifolds for Tensor Decomposition Based Temporal Knowledge Graph Embedding NAACL 2025 MuCoS: Efficient Drug–Target Discovery via Multi-Context-Aware Sampling in Knowledge Graphs ACL 2025 Neural Temporal Point Processes for Forecasting Directional Relations in Evolving Hypergraphs AAAI 2025 Node Identifiers: Compact, Discrete Representations for Efficient Graph Learning ICLR 2025 Node-Time Conditional Prompt Learning in Dynamic Graphs ICLR 2025 Open Your Eyes: Vision Enhances Message Passing Neural Networks in Link Prediction ICML 2025 Practicable Black-Box Evasion Attacks on Link Prediction in Dynamic Graphs—a Graph Sequential Embedding Method AAAI 2025 Relation-Aware Diffusion for Heterogeneous Graphs with Partially Observed Features ICLR 2025