Graph Embeddings

Breaking the Dyadic Barrier: Rethinking Fairness in Link Prediction Beyond Demographic Parity AAAI 2026 Structure Guided Retrieval-Augmented Generation for Factual Queries ACL 2026 A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs ACL 2025 An Evaluation of Approaches to Train Embeddings for Logical Inference (Student Abstract) AAAI 2025 Contrastive Learning Using Graph Embeddings for Domain Adaptation of Language Models in the Process Industry EMNLP 2025 Croppable Knowledge Graph Embedding ACL 2025 Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning ACL 2025 Enhancing Complex Reasoning in Knowledge Graph Question Answering through Query Graph Approximation ACL 2025 Finsler Multi-Dimensional Scaling: Manifold Learning for Asymmetric Dimensionality Reduction and Embedding CVPR 2025 GraphEval36K: Benchmarking Coding and Reasoning Capabilities of Large Language Models on Graph Datasets NAACL 2025 Higher-order Logical Knowledge Representation Learning IJCAI 2025 Memory-augmented Query Reconstruction for LLM-based Knowledge Graph Reasoning ACL 2025 Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases ACL 2025 Modeling Complex Semantics Relation with Contrastively Fine-Tuned Relational Encoders ACL 2025 PHGC: Procedural Heterogeneous Graph Completion for Natural Language Task Verification in Egocentric Videos CVPR 2025 Towards Global-Topology Relation Graph for Inductive Knowledge Graph Completion AAAI 2025 Unsupervised Attributed Dynamic Network Embedding with Stability Guarantees UAI 2025 3D Rotation and Translation for Hyperbolic Knowledge Graph Embedding EACL 2024 A Graph Dynamics Prior for Relational Inference AAAI 2024 A Graph per Persona: Reasoning about Subjective Natural Language Descriptions ACL 2024 Anchoring Path for Inductive Relation Prediction in Knowledge Graphs AAAI 2024 An Impossibility Theorem for Node Embedding AISTATS 2024 Beyond Model Performance: Can Link Prediction Enrich French Lexical Graphs? COLING 2024 Capturing Knowledge Graphs and Rules with Octagon Embeddings IJCAI 2024 Community Detection Guarantees using Embeddings Learned by Node2Vec NeurIPS 2024