SOTAVerified

Link Sign Prediction

Papers

Showing 110 of 21 papers

TitleStatusHype
KAN KAN Buff Signed Graph Neural Networks?0
Effective and Lightweight Representation Learning for Link Sign Prediction in Signed Bipartite Graphs0
Graph Spring Neural ODEs for Link Sign Prediction0
CSGDN: Contrastive Signed Graph Diffusion Network for Predicting Crop Gene-phenotype AssociationsCode0
DropEdge not Foolproof: Effective Augmentation Method for Signed Graph Neural Networks0
Self-Explainable Graph Transformer for Link Sign PredictionCode1
Adversarial Robustness of Link Sign Prediction in Signed Graphs0
Enhancing Signed Graph Neural Networks through Curriculum-Based TrainingCode0
SGA: A Graph Augmentation Method for Signed Graph Neural Networks0
A Signed Subgraph Encoding Approach via Linear Optimization for Link Sign Prediction0
Show:102550
← PrevPage 1 of 3Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SiGATAUC0.93Unverified
2SGCN-2AUC0.86Unverified