SOTAVerified

Graph Embedding

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

( Image credit: GAT )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–300 of 1192 papers

TitleStatusHype
Spectral Journey: How Transformers Predict the Shortest Path—0
A Geometric Perspective for High-Dimensional Multiplex GraphsCode0
Transformer-Based Multimodal Knowledge Graph Completion with Link-Aware Contexts—0
Integrate Temporal Graph Learning into LLM-based Temporal Knowledge Graph Model—0
Reducing the Sensitivity of Neural Physics Simulators to Mesh Topology via Pretraining—0
Large Language Models for Knowledge Graph Embedding Techniques, Methods, and Challenges: A Survey—0
SafePowerGraph-LLM: Novel Power Grid Graph Embedding and Optimization with Large Language Models—0
Structure-Preference Enabled Graph Embedding Generation under Differential PrivacyCode0
Adaptive Homophily Clustering: Structure Homophily Graph Learning with Adaptive Filter for Hyperspectral Image—0
GAN-TAT: A Novel Framework Using Protein Interaction Networks in Druggable Gene IdentificationCode0
Efficient Relational Context Perception for Knowledge Graph Completion—0
Exploring Graph Mamba: A Comprehensive Survey on State-Space Models for Graph Learning—0
Cross-Attention Graph Neural Networks for Inferring Gene Regulatory Networks with Skewed Degree DistributionCode0
Two Layer Walk: A Community-Aware Graph EmbeddingCode0
A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers—0
A Survey on Knowledge Graph Structure and Knowledge Graph Embeddings—0
Predictive Query-based Pipeline for Graph Data—0
From communities to interpretable network and word embedding: an unified approach—0
Non-Progressive Influence Maximization in Dynamic Social Networks—0
Prediction of Occluded Pedestrians in Road Scenes using Human-like Reasoning: Insights from the OccluRoads Dataset—0
Distance-Adaptive Quaternion Knowledge Graph Embedding with Bidirectional RotationCode0
Learn to Unlearn: Meta-Learning-Based Knowledge Graph Embedding Unlearning—0
Local Intrinsic Dimensionality for Dynamic Graph Embeddings—0
Domain and Range Aware Synthetic Negatives Generation for Knowledge Graph Embedding Models—0
Visualization of Knowledge Graphs with Embeddings: an Essay on Recent Trends and Methods—0
Scalable Deep Metric Learning on Attributed Graphs—0
Multi-Hyperbolic Space-based Heterogeneous Graph Attention Network—0
Class Granularity: How richly does your knowledge graph represent the real world?—0
Fully Hyperbolic Rotation for Knowledge Graph EmbeddingCode0
JPEC: A Novel Graph Neural Network for Competitor Retrieval in Financial Knowledge Graphs—0
Detecting text level intellectual influence with knowledge graph embeddings—0
LogSHIELD: A Graph-based Real-time Anomaly Detection Framework using Frequency Analysis—0
Pushing the Limits of All-Atom Geometric Graph Neural Networks: Pre-Training, Scaling and Zero-Shot Transfer—0
Resilience in Knowledge Graph Embeddings—0
Geometric Feature Enhanced Knowledge Graph Embedding and Spatial Reasoning—0
Multidimensional Knowledge Graph Embeddings for International Trade Flow Analysis—0
GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph PruningCode0
Knowledge Graph Embeddings: A Comprehensive Survey on Capturing Relation Properties—0
Trajectory Prediction for Autonomous Driving using Agent-Interaction Graph Embedding—0
SpeGCL: Self-supervised Graph Spectrum Contrastive Learning without Positive Samples—0
Diversified and Adaptive Negative Sampling on Knowledge Graphs—0
Inference over Unseen Entities, Relations and Literals on Knowledge Graphs—0
Improving Disease Comorbidity Prediction Based on Human Interactome with Biologically Supervised Graph EmbeddingCode0
A Pluggable Common Sense-Enhanced Framework for Knowledge Graph Completion—0
RiskSEA : A Scalable Graph Embedding for Detecting On-chain Fraudulent Activities on the Ethereum Blockchain—0
Whole-Graph Representation Learning For the Classification of Signed NetworksCode0
Optimizing the Induced Correlation in Omnibus Joint Graph Embeddings—0
GB-RVFL: Fusion of Randomized Neural Network and Granular Ball Computing—0
Self-Supervised Graph Embedding Clustering—0
Embedding Knowledge Graph in Function Spaces—0
Show:102550
← PrevPage 6 of 24Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified