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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

Dethroning Aristocracy in Graphs via Adversarial Perturbations (Student Abstract) AAAI 2021
NASGEM: Neural Architecture Search via Graph Embedding Method AAAI 2021
Fully Exploiting Cascade Graphs for Real-time Forwarding Prediction AAAI 2021
Learning grounded word meaning representations on similarity graphs EMNLP 2021
Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset EMNLP 2021
P-INT: A Path-based Interaction Model for Few-shot Knowledge Graph Completion EMNLP 2021
Generalization Bounds for Graph Embedding Using Negative Sampling: Linear vs Hyperbolic NIPS 2021
Differentially Private Link Prediction with Protected Connections AAAI 2021
Adversarial Directed Graph Embedding AAAI 2021
Integrating Semantics and Neighborhood Information with Graph-Driven Generative Models for Document Retrieval ACL 2021
Personalized Entity Resolution with Dynamic Heterogeneous KnowledgeGraph Representations ACL 2021
SYSML: StYlometry with Structure and Multitask Learning: Implications for Darknet Forum Migrant Analysis EMNLP 2021
Open Knowledge Graphs Canonicalization using Variational Autoencoders EMNLP 2021
Improving Knowledge Graph Embedding Using Affine Transformations of Entities Corresponding to Each Relation EMNLP 2021
An in-depth look at Euclidean disk embeddings for structure preserving parsing EMNLP 2021
Contrastive Laplacian Eigenmaps NIPS 2021
Multi-label Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label Graphs EMNLP 2020
Connecting Embeddings for Knowledge Graph Entity Typing ACL 2020
MCMH: Learning Multi-Chain Multi-Hop Rules for Knowledge Graph Reasoning EMNLP 2020
Out-of-Sample Representation Learning for Knowledge Graphs EMNLP 2020
Manifold structure in graph embeddings NIPS 2020
Curvature Regularization to Prevent Distortion in Graph Embedding NIPS 2020
Learning Triple Embeddings from Knowledge Graphs AAAI 2020
NeuInfer: Knowledge Inference on N-ary Facts ACL 2020
Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph EMNLP 2020