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 301–350 of 712 papers

TitleStatusHype
Open-Vocabulary Object Detection via Scene Graph Discovery—0
TransformerG2G: Adaptive time-stepping for learning temporal graph embeddings using transformersCode0
SwinGNN: Rethinking Permutation Invariance in Diffusion Models for Graph GenerationCode1
Iterative Zero-Shot LLM Prompting for Knowledge Graph Construction—0
Manga109Dialog: A Large-scale Dialogue Dataset for Comics Speaker DetectionCode1
SaGess: Sampling Graph Denoising Diffusion Model for Scalable Graph GenerationCode0
Community Detection Graph Convolutional Network for Overlap-Aware Speaker Diarization—0
Towards Unseen Triples: Effective Text-Image-joint Learning for Scene Graph Generation—0
A Semi-Autoregressive Graph Generative Model for Dependency Graph Parsing—0
Size Matters: Large Graph Generation with HiGGs—0
Using Motif Transitions for Temporal Graph GenerationCode0
Multi-Label Meta Weighting for Long-Tailed Dynamic Scene Graph GenerationCode0
On Certified Generalization in Structured Prediction—0
Hyperbolic Graph Diffusion ModelCode1
Discrete Graph Auto-Encoder—0
Single-Stage Visual Relationship Learning using Conditional Queries—0
Optimized Crystallographic Graph Generation for Material ScienceCode0
LIC-GAN: Language Information Conditioned Graph Generative GAN Model—0
Explanation Graph Generation via Generative Pre-training over Synthetic GraphsCode0
HiGen: Hierarchical Graph Generative NetworksCode1
Fine-Grained is Too Coarse: A Novel Data-Centric Approach for Efficient Scene Graph GenerationCode0
Graph Generation with K^2-treesCode1
A Diffusion Model for Event Skeleton GenerationCode0
Let There Be Order: Rethinking Ordering in Autoregressive Graph GenerationCode0
Building Transportation Foundation Model via Generative Graph Transformer—0
Boosting Knowledge Graph Generation from Tabular Data with RML ViewsCode2
PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMsCode1
Learning Joint 2D & 3D Diffusion Models for Complete Molecule GenerationCode1
Brain Imaging-to-Graph Generation using Adversarial Hierarchical Diffusion Models for MCI Causality Analysis—0
MolHF: A Hierarchical Normalizing Flow for Molecular Graph GenerationCode1
Efficient and Degree-Guided Graph Generation via Discrete Diffusion ModelingCode1
Analyzing Hong Kong's Legal Judgments from a Computational Linguistics point-of-view—0
Connector 0.5: A unified framework for graph representation learningCode0
Discovering Graph Generation Algorithms—0
KS-GNNExplainer: Global Model Interpretation Through Instance Explanations On Histopathology images—0
An Equivariant Generative Framework for Molecular Graph-Structure Co-DesignCode0
Devil's on the Edges: Selective Quad Attention for Scene Graph Generation—0
Unbiased Scene Graph Generation in VideosCode1
SPAN: Learning Similarity between Scene Graphs and Images with TransformersCode1
FairGen: Towards Fair Graph Generation—0
Visually-Prompted Language Model for Fine-Grained Scene Graph Generation in an Open WorldCode1
Taking A Closer Look at Visual Relation: Unbiased Video Scene Graph Generation with Decoupled Label LearningCode0
Decomposed Prototype Learning for Few-Shot Scene Graph Generation—0
SGFormer: Semantic Graph Transformer for Point Cloud-based 3D Scene Graph GenerationCode1
Location-Free Scene Graph GenerationCode1
FactReranker: Fact-guided Reranker for Faithful Radiology Report Summarization—0
Hierarchical Relationships: A New Perspective to Enhance Scene Graph GenerationCode1
Prototype-based Embedding Network for Scene Graph GenerationCode1
RAF: Holistic Compilation for Deep Learning Model TrainingCode1
On Hierarchical Multi-Resolution Graph Generative Models—0
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Benchmark Results

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