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graph embedding

349 papers

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Co-occurring keywords

knowledge graph (1837) link prediction (624) graph neural network (3962) representation learning (6206) node classification (482) knowledge graph completion (240) node embedding (127) unsupervised learning (3264) knowledge graph embedding (300) graph representation (360)

Papers

Learnable Matrix Profile for Motif Discovery on Multivariate Time Series AAAI 2026
ST-LLM: Spatial Transcriptomics Embedding with Large Language Models AAAI 2026
Compressibility Barriers to Neighborhood-Preserving Data Visualization ALT 2026
UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction AAAI 2026
Robust Integrative Analysis of Multi-omics Datasets via Nuclear-norm Maximization AAAI 2026
Discriminative Graph Embedding Framework via Label-Free Marginal Fisher Analysis AAAI 2026
Diversity Recommendation via Causal Deconfounding of Co-purchase Relations and Counterfactual Exposure AAAI 2026
GraphMoRE: Mitigating Topological Heterogeneity via Mixture of Riemannian Experts AAAI 2025
Inductive Reasoning on Few-Shot Knowledge Graphs with Task-Aware Language Models EMNLP 2025
GRAIN: Multi-Granular and Implicit Information Aggregation Graph Neural Network for Heterophilous Graphs AAAI 2025
A Survey on Multi-View Knowledge Graph: Generation, Fusion, Applications and Future Directions IJCAI 2025
Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration AAAI 2025
GoBERT: Gene Ontology Graph Informed BERT for Universal Gene Function Prediction AAAI 2025
FlavorDiffusion: Modeling Food-Chemical Interactions with Diffusion NAACL 2025
Finsler Multi-Dimensional Scaling: Manifold Learning for Asymmetric Dimensionality Reduction and Embedding CVPR 2025
Resolution-Alignment-Completion of Tabular Electronic Health Records via Meta-Path Generative Sampling ACL 2025
Soft Reasoning Paths for Knowledge Graph Completion IJCAI 2025
Retrieving Argument Graphs Using Vision Transformers ACL 2025
Enhancing Complex Reasoning in Knowledge Graph Question Answering through Query Graph Approximation ACL 2025
Contrastive Auxiliary Learning with Structure Transformation for Heterogeneous Graphs AAAI 2025
Practicable Black-Box Evasion Attacks on Link Prediction in Dynamic Graphs—a Graph Sequential Embedding Method AAAI 2025
Hierarchical Classification of Propaganda Techniques in Slavic Texts in Hyperbolic Space ACL 2025
Contrastive Learning Using Graph Embeddings for Domain Adaptation of Language Models in the Process Industry EMNLP 2025
Towards Global-Topology Relation Graph for Inductive Knowledge Graph Completion AAAI 2025
Boundary Matters: Leveraging Structured Text Plots for Long Text Outline Generation EMNLP 2025