SOTAVerified

Graph Generation

Graph Generation is an important research area with significant applications in drug and material designs.

Source: Graph Deconvolutional Generation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 126–150 of 712 papers

TitleStatusHype
Unified 2D and 3D Pre-Training of Molecular RepresentationsCode1
Graph Generative Model for Benchmarking Graph Neural NetworksCode1
The Devil is in the Labels: Noisy Label Correction for Robust Scene Graph GenerationCode1
Expressive Scene Graph Generation Using Commonsense Knowledge Infusion for Visual Understanding and ReasoningCode1
Temporal Domain Generalization with Drift-Aware Dynamic Neural NetworksCode1
HL-Net: Heterophily Learning Network for Scene Graph GenerationCode1
RU-Net: Regularized Unrolling Network for Scene Graph GenerationCode1
Graph Pooling for Graph Neural Networks: Progress, Challenges, and OpportunitiesCode1
Explanation Graph Generation via Pre-trained Language Models: An Empirical Study with Contrastive LearningCode1
Fine-Grained Predicates Learning for Scene Graph GenerationCode1
SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph GeneratorsCode1
Fine-Grained Scene Graph Generation with Data TransferCode1
Relationformer: A Unified Framework for Image-to-Graph GenerationCode1
Stacked Hybrid-Attention and Group Collaborative Learning for Unbiased Scene Graph GenerationCode1
Biasing Like Human: A Cognitive Bias Framework for Scene Graph GenerationCode1
One-shot Scene Graph GenerationCode1
Score-based Generative Modeling of Graphs via the System of Stochastic Differential EquationsCode1
Resistance Training using Prior Bias: toward Unbiased Scene Graph GenerationCode1
SGTR: End-to-end Scene Graph Generation with TransformerCode1
Outlining and Filling: Hierarchical Query Graph Generation for Answering Complex Questions over Knowledge GraphsCode1
Topic Scene Graph Generation by Attention Distillation from CaptionCode1
GraphGT: Machine Learning Datasets for Graph Generation and TransformationCode1
Formal Query Building with Query Structure Prediction for Complex Question Answering over Knowledge BaseCode1
GeneAnnotator: A Semi-automatic Annotation Tool for Visual Scene GraphCode1
Learning to Generate Scene Graph from Natural Language SupervisionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RNNStreetMover0.03—Unverified
2GraphRNNStreetMover0.02—Unverified
3GGT without CAStreetMover0.02—Unverified
4GGTStreetMover0.02—Unverified