SOTAVerified

Graph structure learning

Semi-supervised node classification when a graph structure is not available.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–75 of 132 papers

TitleStatusHype
Structural Knowledge Informed Continual Multivariate Time Series Forecasting—0
Graph Structure Inference with BAM: Introducing the Bilinear Attention Mechanism—0
DeepRicci: Self-supervised Graph Structure-Feature Co-Refinement for Alleviating Over-squashing—0
Molecular Property Prediction Based on Graph Structure Learning—0
Learning Time-aware Graph Structures for Spatially Correlated Time Series Forecasting—0
Label-Free Multivariate Time Series Anomaly DetectionCode1
Neural Gaussian Similarity Modeling for Differential Graph Structure Learning—0
SAMSGL: Series-Aligned Multi-Scale Graph Learning for Spatio-Temporal Forecasting—0
Protein 3D Graph Structure Learning for Robust Structure-based Protein Property Prediction—0
GSLB: The Graph Structure Learning BenchmarkCode1
RDGSL: Dynamic Graph Representation Learning with Structure LearningCode0
UGSL: A Unified Framework for Benchmarking Graph Structure LearningCode0
Graph Structural Residuals: A Learning Approach to Diagnosis—0
Homophily-enhanced Structure Learning for Graph ClusteringCode1
Transferable Graph Structure Learning for Graph-based Traffic Forecasting Across CitiesCode1
Robust Graph Structure Learning with the Alignment of Features and Adjacency Matrix—0
GraphGLOW: Universal and Generalizable Structure Learning for Graph Neural NetworksCode1
OpenGSL: A Comprehensive Benchmark for Graph Structure LearningCode0
NodeFormer: A Scalable Graph Structure Learning Transformer for Node ClassificationCode2
Time-aware Graph Structure Learning via Sequence Prediction on Temporal GraphsCode1
TabGSL: Graph Structure Learning for Tabular Data Prediction—0
Collective Relational Inference for learning heterogeneous interactions—0
SE-GSL: A General and Effective Graph Structure Learning Framework through Structural Entropy OptimizationCode1
Semantic-Fused Multi-Granularity Cross-City Traffic PredictionCode1
Structure Embedded Nucleus Classification for Histopathology Images—0
Show:102550
← PrevPage 3 of 6Next →

No leaderboard results yet.