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 101–150 of 712 papers

TitleStatusHype
Learning Joint 2D & 3D Diffusion Models for Complete Molecule GenerationCode1
Context-Aware Scene Graph Generation With Seq2Seq TransformersCode1
Adaptive Self-training Framework for Fine-grained Scene Graph GenerationCode1
Energy-Based Learning for Scene Graph GenerationCode1
A Simple and Scalable Representation for Graph GenerationCode1
Learning Visual Commonsense for Robust Scene Graph GenerationCode1
A Graph is Worth K Words: Euclideanizing Graph using Pure TransformerCode1
Linguistic Structures as Weak Supervision for Visual Scene Graph GenerationCode1
Generative Compositional Augmentations for Scene Graph PredictionCode1
Micro and Macro Level Graph Modeling for Graph Variational Auto-EncodersCode1
Multimodal Large Language Models for Inverse Molecular Design with Retrosynthetic PlanningCode1
CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle TrainingCode1
Neural Graph Generator: Feature-Conditioned Graph Generation using Latent Diffusion ModelsCode1
Data Imputation with Iterative Graph ReconstructionCode1
Node-Aligned Graph-to-Graph (NAG2G): Elevating Template-Free Deep Learning Approaches in Single-Step RetrosynthesisCode1
NODIS: Neural Ordinary Differential Scene UnderstandingCode1
GPT-GNN: Generative Pre-Training of Graph Neural NetworksCode1
OpenPSG: Open-set Panoptic Scene Graph Generation via Large Multimodal ModelsCode1
Outlining and Filling: Hierarchical Query Graph Generation for Answering Complex Questions over Knowledge GraphsCode1
Pair then Relation: Pair-Net for Panoptic Scene Graph GenerationCode1
AutoKG: Efficient Automated Knowledge Graph Generation for Language ModelsCode1
Panoptic Video Scene Graph GenerationCode1
Graph Diffusion Policy OptimizationCode1
Dense Relational Image Captioning via Multi-task Triple-Stream NetworksCode1
Developing a Scalable Benchmark for Assessing Large Language Models in Knowledge Graph EngineeringCode1
PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMsCode1
GraphGT: Machine Learning Datasets for Graph Generation and TransformationCode1
Formal Query Building with Query Structure Prediction for Complex Question Answering over Knowledge BaseCode1
Fine-Grained Scene Graph Generation with Data TransferCode1
Fully Convolutional Scene Graph GenerationCode1
Discrete-state Continuous-time Diffusion for Graph GenerationCode1
Exploring the Individuality and Collectivity of Intents behind Interactions for Graph Collaborative FilteringCode1
Expressive Scene Graph Generation Using Commonsense Knowledge Infusion for Visual Understanding and ReasoningCode1
Fast Graph Generation via Spectral DiffusionCode1
Dirichlet Graph Variational AutoencoderCode1
Directed Graph Grammars for Sequence-based LearningCode1
ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense ReasoningCode1
Face Super-Resolution Using Stochastic Differential EquationsCode1
Fine-Grained Evaluation of Large Vision-Language Models in Autonomous DrivingCode1
Fine-Grained Predicates Learning for Scene Graph GenerationCode1
Efficient Initial Pose-graph Generation for Global SfMCode1
From General to Specific: Informative Scene Graph Generation via Balance AdjustmentCode1
GSDiff: Synthesizing Vector Floorplans via Geometry-enhanced Structural Graph GenerationCode1
Expanding Scene Graph Boundaries: Fully Open-vocabulary Scene Graph Generation via Visual-Concept Alignment and RetentionCode1
Generative Modelling of Structurally Constrained GraphsCode1
Explanation Graph Generation via Pre-trained Language Models: An Empirical Study with Contrastive LearningCode1
Biasing Like Human: A Cognitive Bias Framework for Scene Graph GenerationCode1
Dual-branch Hybrid Learning Network for Unbiased Scene Graph GenerationCode1
DIFFVSGG: Diffusion-Driven Online Video Scene Graph GenerationCode1
Accurate Learning of Graph Representations with Graph Multiset PoolingCode1
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Benchmark Results

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