SOTAVerified

Graph Generation

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

Source: Graph Deconvolutional Generation

Papers

Showing 301325 of 712 papers

TitleStatusHype
Balanced Graph Structure Learning for Multivariate Time Series ForecastingCode0
Multi-Label Meta Weighting for Long-Tailed Dynamic Scene Graph GenerationCode0
GraphGen-Redux: a Fast and Lightweight Recurrent Model for labeled Graph GenerationCode0
Disentangled Dynamic Graph Deep GenerationCode0
BOND: Benchmarking Unsupervised Outlier Node Detection on Static Attributed GraphsCode0
Benchmarking Federated Learning for Semantic Datasets: Federated Scene Graph GenerationCode0
KnowZRel: Common Sense Knowledge-based Zero-Shot Relationship Retrieval for Generalised Scene Graph GenerationCode0
A Diffusion Model for Event Skeleton GenerationCode0
Interpretable Deep Graph Generation with Node-Edge Co-DisentanglementCode0
Benchmark for Research Theme Classification of Scholarly DocumentsCode0
Graph Edit NetworksCode0
Instruction-Based Molecular Graph Generation with Unified Text-Graph Diffusion ModelCode0
Brain Multigraph Prediction using Topology-Aware Adversarial Graph Neural NetworkCode0
GraphEBM: Molecular Graph Generation with Energy-Based ModelsCode0
A Deep Probabilistic Framework for Continuous Time Dynamic Graph GenerationCode0
Graph Convolutional Policy Network for Goal-Directed Molecular Graph GenerationCode0
Diffusion Twigs with Loop Guidance for Conditional Graph GenerationCode0
Improving Graph Generation by Restricting Graph BandwidthCode0
Image-Conditioned Graph Generation for Road Network ExtractionCode0
Input Conditioned Graph Generation for Language AgentsCode0
LinkNet: Relational Embedding for Scene GraphCode0
Graph Autoencoders with Deconvolutional Networks0
Devil's on the Edges: Selective Quad Attention for Scene Graph Generation0
Gransformer: Transformer-based Graph Generation0
Scalable Generative Models for Graphs with Graph Attention Mechanism0
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Benchmark Results

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