SOTAVerified

Link Prediction

Link Prediction is a task in graph and network analysis where the goal is to predict missing or future connections between nodes in a network. Given a partially observed network, the goal of link prediction is to infer which links are most likely to be added or missing based on the observed connections and the structure of the network.

( Image credit: Inductive Representation Learning on Large Graphs )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 851–900 of 1949 papers

TitleStatusHype
Torsion Graph Neural NetworksCode0
TuckerDNCaching: high-quality negative sampling with tucker decompositionCode0
Variational Disentangled Graph Auto-Encoders for Link Prediction—0
Dual Node and Edge Fairness-Aware Graph Partition—0
Accelerating Dynamic Network Embedding with Billions of Parameter Updates to MillisecondsCode0
Exploring and Verbalizing Academic Ideas by Concept Co-occurrenceCode0
Shrinking Embeddings for Hyper-Relational Knowledge GraphsCode0
Pitfalls in Link Prediction with Graph Neural Networks: Understanding the Impact of Target-link Inclusion & Better Practices—0
Knowledge Graph Embeddings in the Biomedical Domain: Are They Useful? A Look at Link Prediction, Rule Learning, and Downstream Polypharmacy TasksCode0
Causal Intervention for Measuring Confidence in Drug-Target Interaction Prediction—0
DotHash: Estimating Set Similarity Metrics for Link Prediction and Document DeduplicationCode0
Modeling Dynamic Environments with Scene Graph Memory—0
NODDLE: Node2vec based deep learning model for link prediction—0
GFairHint: Improving Individual Fairness for Graph Neural Networks via Fairness Hint—0
Graph Meets LLM: A Novel Approach to Collaborative Filtering for Robust Conversational Understanding—0
Self-Explainable Graph Neural Networks for Link Prediction—0
Domain Generalization Deep Graph Transformation—0
Iteratively Learning Representations for Unseen Entities with Inter-Rule CorrelationsCode0
Improving Link Prediction in Social Networks Using Local and Global Features: A Clustering-based Approach—0
NeuSTIP: A Novel Neuro-Symbolic Model for Link and Time Prediction in Temporal Knowledge Graphs—0
Few-shot Link Prediction on N-ary Facts—0
Zoo Guide to Network Embedding—0
Structural Group Unfairness: Measurement and Mitigation by means of the Effective ResistanceCode0
EnhancE：Enhanced Entity and Relation Embedding for Knowledge Hypergraph Link Prediction—0
Musical Voice Separation as Link Prediction: Modeling a Musical Perception Task as a Multi-Trajectory Tracking ProblemCode0
Connector 0.5: A unified framework for graph representation learningCode0
Generating Post-hoc Explanations for Skip-gram-based Node Embeddings by Identifying Important Nodes with Bridgeness—0
Dynamic Graph Representation Learning via Edge Temporal States Modeling and Structure-reinforced Transformer—0
Improving Graph Neural Networks on Multi-node Tasks with Labeling Tricks—0
Transition Propagation Graph Neural Networks for Temporal NetworksCode0
H^2TNE: Temporal Heterogeneous Information Network Embedding in Hyperbolic SpacesCode0
CAFIN: Centrality Aware Fairness inducing IN-processing for Unsupervised Representation Learning on GraphsCode0
Bridging the Language Gap: Knowledge Injected Multilingual Question Answering—0
FMGNN: Fused Manifold Graph Neural Network—0
Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs using Confidence-Augmented Reinforcement LearningCode0
HyConvE: A Novel Embedding Model for Knowledge Hypergraph Link Prediction with Convolutional Neural Networks—0
Knowledge Graph Embedding with 3D Compound Geometric TransformationsCode0
Joint embedding in Hierarchical distance and semantic representation learning for link prediction—0
Distributed Graph Embedding with Information-Oriented Random WalksCode0
A source separation approach to temporal graph modelling for computer networksCode0
Knowledge Enhanced Graph Neural Networks for Graph Completion—0
CoCon: A Data Set on Combined Contextualized Research Artifact UseCode0
Farspredict: A benchmark dataset for link prediction—0
FairGAT: Fairness-aware Graph Attention Networks—0
Structural Imbalance Aware Graph Augmentation Learning—0
From Wide to Deep: Dimension Lifting Network for Parameter-efficient Knowledge Graph Embedding—0
Micro-video Tagging via Jointly Modeling Social Influence and Tag RelationCode0
Fitting Low-rank Models on Egocentrically Sampled Partial Networks—0
Node-Specific Space Selection via Localized Geometric Hyperbolicity in Graph Neural Networks—0
Towards a GML-Enabled Knowledge Graph PlatformCode0
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All datasetsFB15k-237WN18RRWN18FB15kYAGO3-10ICEWS05-15ICEWS14CiteseerCoraPubmedWikidata5MGDELT

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AutoKGEHits@100.56—Unverified
2CP-N3-RPHits@100.55—Unverified
3DistMult (after variational EM)Hits@100.55—Unverified
4KG-R3Hits@100.54—Unverified
5LASSHits@100.53—Unverified
6MDE_advHits@100.53—Unverified
7GFA-NNHits@100.52—Unverified
8KGRefinerHits@100.49—Unverified
9ComplEx NSCachingHits@100.48—Unverified
10LogicENNHits@100.47—Unverified
#ModelMetricClaimedVerifiedStatus
1MoCoKGCHits@100.88—Unverified
2KERMITHits@100.83—Unverified
3MoCoSAHits@100.82—Unverified
4SimKGCIB(+PB+SN)Hits@100.82—Unverified
5C-LMKE(bert-base)Hits@100.79—Unverified
6LASSHits@100.79—Unverified
7LP-BERTHits@100.75—Unverified
8KGLMHits@100.74—Unverified
9StAR(Self-Adp)Hits@100.71—Unverified
10PALTHits@100.69—Unverified
#ModelMetricClaimedVerifiedStatus
1OpenKE (han2018openke)training time (s)11—Unverified
2LibKGE (ruffinelli2020you)training time (s)10—Unverified
3GraphVite (zhu2019graphvite)training time (s)6—Unverified
4Inverse ModelHits@100.96—Unverified
5QuatDEHits@100.96—Unverified
6LineaREHits@100.96—Unverified
7AutoKGEHits@100.96—Unverified
8MEI (small)Hits@100.96—Unverified
9ComplEx-N3 (reciprocal)Hits@100.96—Unverified
10RotatEHits@100.96—Unverified
#ModelMetricClaimedVerifiedStatus
1OPTransEHits@100.9—Unverified
2AutoKGEMRR0.86—Unverified
3ComplEx-N3 (reciprocal)MRR0.86—Unverified
4LineaREMRR0.84—Unverified
5DistMult (after variational EM)MRR0.84—Unverified
6QuatEMRR0.83—Unverified
7SEEKMRR0.83—Unverified
8MEI-BTDMRR0.81—Unverified
9MEI (small)MRR0.8—Unverified
10pRotatEMRR0.8—Unverified