SOTAVerified

Graph Embedding

Graph embeddings learn a mapping from a network to a vector space, while preserving relevant network properties.

( Image credit: GAT )

Papers

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Showing 751–800 of 1192 papers

TitleStatusHype
Question-Aware Memory Network for Multi-hop Question Answering in Human-Robot Interaction—0
Membership Inference Attacks on Knowledge Graphs—0
Histopathology WSI Encoding based on GCNs for Scalable and Efficient Retrieval of Diagnostically Relevant Regions—0
Modelling Brain Connectivity Networks by Graph Embedding for Dyslexia Diagnosis—0
Combining exogenous and endogenous signals with a semi-supervised co-attention network for early detection of COVID-19 fake tweetsCode0
Multiple Run Ensemble Learning with Low-Dimensional Knowledge Graph EmbeddingsCode0
KI-BERT: Infusing Knowledge Context for Better Language and Domain Understanding—0
Query Driven-Graph Neural Networks for Community Search: From Non-Attributed, Attributed, to Interactive Attributed—0
DyGCN: Dynamic Graph Embedding with Graph Convolutional Network—0
RelWalk - A Latent Variable Model Approach to Knowledge Graph Embedding—0
Community Detection in General Hypergraph via Graph Embedding—0
Hyperbolic Geometry is Not Necessary: Lightweight Euclidean-Based Models for Low-Dimensional Knowledge Graph Embeddings—0
Expanding Semantic Knowledge for Zero-shot Graph Embedding—0
ChronoR: Rotation Based Temporal Knowledge Graph Embedding—0
Metapaths guided Neighbors aggregated Network for?Heterogeneous Graph Reasoning—0
Scalable Hypergraph Embedding System—0
Grassmann Graph Embedding—0
The KL-Divergence between a Graph Model and its Fair I-Projection as a Fairness RegularizerCode0
FeatureNorm: L2 Feature Normalization for Dynamic Graph EmbeddingCode0
Node Proximity Is All You Need: Unified Structural and Positional Node and Graph EmbeddingCode0
Graphfool: Targeted Label Adversarial Attack on Graph Embedding—0
LightCAKE: A Lightweight Framework for Context-Aware Knowledge Graph Embedding—0
REMOD: Relation Extraction for Modeling Online DiscourseCode0
Learning Visual Models using a Knowledge Graph as a Trainer—0
Representing Hierarchical Structure by Using Cone Embedding—0
Knowledge Graph Embedding using Graph Convolutional Networks with Relation-Aware Attention—0
SPADE: A Spectral Method for Black-Box Adversarial Robustness EvaluationCode0
Refining a -nearest neighbor graph for a computationally efficient spectral clusteringCode0
Self-Supervised Deep Graph Embedding with High-Order Information Fusion for Community Discovery—0
Graph Classification Based on Skeleton and Component Features—0
Learning multi-resolution representations of research patterns in bibliographic networksCode0
Graph Embedding for Recommendation against Attribute Inference Attacks—0
Unified Framework for Feature Extraction based on Contrastive Learning—0
RelWalk A Latent Variable Model Approach to Knowledge Graph EmbeddingCode0
Ensemble manifold based regularized multi-modal graph convolutional network for cognitive ability prediction—0
A Literature Review of Recent Graph Embedding Techniques for Biomedical Data—0
Discrete Knowledge Graph Embedding based on Discrete Optimization—0
MöbiusE: Knowledge Graph Embedding on Möbius Ring—0
A Survey on Embedding Dynamic Graphs—0
Graph Embedding via Topology and Functional Analysis—0
Dynamic Graph Representation Learning with Fourier Temporal State EmbeddingCode0
Wasserstein Coupled Graph Learning for Cross-Modal Retrieval—0
Hop-Hop Relation-aware Graph Neural Networks—0
Understanding graph embedding methods and their applications—0
Unify Local and Global Information for Top-N RecommendationCode0
GraphPB: Graphical Representations of Prosody Boundary in Speech Synthesis—0
Biomedical Knowledge Graph Refinement with Embedding and Logic Rules—0
AprilE: Attention with Pseudo Residual Connection for Knowledge Graph Embedding—0
TR at SemEval-2020 Task 4: Exploring the Limits of Language-model-based Common Sense Validation—0
Social Media Medical Concept Normalization using RoBERTa in Ontology Enriched Text Similarity Framework—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified