link prediction

A Survey of Link Prediction in N-ary Knowledge Graphs EMNLP 2025 A Survey on Temporal Interaction Graph Representation Learning: Progress, Challenges, and Opportunities IJCAI 2025 AutoFEA: Enhancing AI Copilot by Integrating Finite Element Analysis Using Large Language Models with Graph Neural Networks AAAI 2025 A Zero-Shot Neuro-Symbolic Approach for Complex Knowledge Graph Question Answering EMNLP 2025 Can Large Language Models Tackle Graph Partitioning? EMNLP 2025 CEGRL-TKGR: A Causal Enhanced Graph Representation Learning Framework for Temporal Knowledge Graph Reasoning COLING 2025 Centrality-guided Pre-training for Graph ICLR 2025 Conformalized Answer Set Prediction for Knowledge Graph Embedding NAACL 2025 ContextGNN: Beyond Two-Tower Recommendation Systems ICLR 2025 Cross-View Graph Consistency Learning for Invariant Graph Representations AAAI 2025 DGExplainer: Explaining Dynamic Graph Neural Networks via Relevance Back-propagation IJCAI 2025 Diffusing to the Top: Boost Graph Neural Networks with Minimal Hyperparameter Tuning ICLR 2025 Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning ACL 2025 Distance-Adaptive Quaternion Knowledge Graph Embedding with Bidirectional Rotation COLING 2025 Edge Contrastive Learning: An Augmentation-Free Graph Contrastive Learning Model AAAI 2025 Enhancing Future Link Prediction in Quantum Computing Semantic Networks through LLM-Initiated Node Features COLING 2025 Enhancing Graph Representation Learning with Localized Topological Features JMLR 2025 Enhancing Large Language Model for Knowledge Graph Completion via Structure-Aware Alignment-Tuning EMNLP 2025 From Chain to Tree: Refining Chain-like Rules into Tree-like Rules on Knowledge Graphs COLING 2025 GLTW: Joint Improved Graph Transformer and LLM via Three-Word Language for Knowledge Graph Completion ACL 2025 Graph Representation Learning in Hyperbolic Space via Dual-Masked COLING 2025 HDiff: Confidence-Guided Denoising Diffusion for Robust Hyper-relational Link Prediction EMNLP 2025 ‘Hello, World!’: Making GNNs Talk with LLMs EMNLP 2025 Higher-order Logical Knowledge Representation Learning IJCAI 2025 How Low Can You Go? Searching for the Intrinsic Dimensionality of Complex Networks using Metric Node Embeddings ICLR 2025