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graph generation

109 papers

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Co-occurring keywords

graph neural network (3962) generative model (2892) diffusion model (3751) variational autoencoder (1288) large language model (13587) autoregressive model (456) knowledge graph (1837) molecule generation (58) variational inference (2069) molecular graph (58)

Papers

Graph Transformer GANs for Graph-Constrained House Generation CVPR 2023
Neural Graph Generation from Graph Statistics NIPS 2023
Graph Pooling for Graph Neural Networks: Progress, Challenges, and Opportunities IJCAI 2023
A Semi-Autoregressive Graph Generative Model for Dependency Graph Parsing ACL 2023
Autoregressive Diffusion Model for Graph Generation ICML 2023
G-Mixup: Graph Data Augmentation for Graph Classification ICML 2022
TD-GEN: Graph Generation Using Tree Decomposition AISTATS 2022
Explanation Graph Generation via Pre-trained Language Models: An Empirical Study with Contrastive Learning ACL 2022
Deep Generative Model for Periodic Graphs NIPS 2022
Language Models of Code are Few-Shot Commonsense Learners EMNLP 2022
TIGGER: Scalable Generative Modelling for Temporal Interaction Graphs AAAI 2022
VarScene: A Deep Generative Model for Realistic Scene Graph Synthesis ICML 2022
SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators ICML 2022
Modular Flows: Differential Molecular Generation NIPS 2022
An efficient graph generative model for navigating ultra-large combinatorial synthesis libraries NIPS 2022
Score-based Generative Modeling of Graphs via the System of Stochastic Differential Equations ICML 2022
Micro and Macro Level Graph Modeling for Graph Variational Auto-Encoders NIPS 2022
GraDA: Graph Generative Data Augmentation for Commonsense Reasoning NAACL 2022
Knowledge Graph Generation From Text EMNLP 2022
First Hitting Diffusion Models for Generating Manifold, Graph and Categorical Data NIPS 2022
Disentangled Spatiotemporal Graph Generative Models AAAI 2022
Improving Query Graph Generation for Complex Question Answering over Knowledge Base EMNLP 2021
Secure Deep Graph Generation with Link Differential Privacy IJCAI 2021
Unconditional Scene Graph Generation ICCV 2021
Roof-GAN: Learning To Generate Roof Geometry and Relations for Residential Houses CVPR 2021