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Graphs

Graphs are a mathematical structure used to represent relationships between objects, consisting of nodes and edges. The goal is to provide an intuitive and efficient method for data analysis by modeling entities and their interactions in complex systems. Graphs have significant application value in areas such as social network analysis, recommendation systems, and bioinformatics, capable of uncovering hidden patterns and associations and optimizing decision-making processes.

Node Classification
236 papers | 126 benchmarks
Link Prediction
166 papers | 79 benchmarks
Graph Classification
150 papers | 72 benchmarks
Image Super-Resolution
145 papers | 68 benchmarks
Graph Regression
81 papers | 17 benchmarks
Deblurring
68 papers | 16 benchmarks
Node Classification on Non-Homophilic (Heterophilic) Graphs
28 papers | 15 benchmarks
Community Detection
7 papers | 14 benchmarks
Text-to-Image Generation
64 papers | 13 benchmarks
Dynamic Link Prediction
7 papers | 10 benchmarks
Graph Clustering
7 papers | 10 benchmarks
3D Hand Pose Estimation
53 papers | 7 benchmarks
Denoising
16 papers | 7 benchmarks
Graph Matching
27 papers | 7 benchmarks
Heterogeneous Node Classification
14 papers | 7 benchmarks
Link Property Prediction
55 papers | 6 benchmarks
Photo geolocation estimation
11 papers | 6 benchmarks
Graph Property Prediction
39 papers | 4 benchmarks
Graph Ranking
1 papers | 4 benchmarks
Inductive Link Prediction
2 papers | 3 benchmarks
Link Sign Prediction
2 papers | 3 benchmarks
Style Transfer
9 papers | 3 benchmarks
3D Geometry Prediction
1 papers | 2 benchmarks
Atomic number classification
1 papers | 2 benchmarks
Clustering Ensemble
1 papers | 2 benchmarks
Crystal system classification
1 papers | 2 benchmarks
Distance regression
1 papers | 2 benchmarks
Gene Interaction Prediction
1 papers | 2 benchmarks
Position regression
1 papers | 2 benchmarks
SAXS regression
1 papers | 2 benchmarks
Space group classification
1 papers | 2 benchmarks
X-ray PDF regression
1 papers | 2 benchmarks
XRD regression
1 papers | 2 benchmarks
Ancestor-descendant prediction
1 papers | 1 benchmarks
Equilibrium traffic assignment
1 papers | 1 benchmarks
GRAPH DOMAIN ADAPTATION
1 papers | 1 benchmarks
Graph Embedding
1 papers | 1 benchmarks
Graph Generation
2 papers | 1 benchmarks
Graph Learning
1 papers | 1 benchmarks
Graph Neural Network
1 papers | 1 benchmarks
graph partitioning
1 papers | 1 benchmarks
Graph Question Answering
2 papers | 1 benchmarks
Graph Similarity
1 papers | 1 benchmarks
Graph structure learning
1 papers | 1 benchmarks
Hypergraph Contrastive Learning
1 papers | 1 benchmarks
Image Paragraph Captioning
10 papers | 1 benchmarks
Initial Structure to Relaxed Energy (IS2RE)
4 papers | 1 benchmarks
Jet Tagging
2 papers | 1 benchmarks
Knowledge Graph Embedding
1 papers | 1 benchmarks
NMR J-coupling
1 papers | 1 benchmarks
Research Performance Prediction
1 papers | 1 benchmarks
Triple Classification
1 papers | 1 benchmarks