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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

An Autoregressive Text-to-Graph Framework for Joint Entity and Relation Extraction AAAI 2024
DAG-Aware Variational Autoencoder for Social Propagation Graph Generation AAAI 2024
Generative Modelling of Structurally Constrained Graphs NIPS 2024
Hyperbolic Graph Diffusion Model AAAI 2024
Diffusion Twigs with Loop Guidance for Conditional Graph Generation NIPS 2024
Geometric-Facilitated Denoising Diffusion Model for 3D Molecule Generation AAAI 2024
Controlled Transformation of Text-Attributed Graphs EMNLP 2024
Challenges of Generating Structurally Diverse Graphs NIPS 2024
PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs ACL 2024
Variational Flow Matching for Graph Generation NIPS 2024
Pard: Permutation-Invariant Autoregressive Diffusion for Graph Generation NIPS 2024
Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation NAACL 2024
InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment ACL 2024
Discrete-state Continuous-time Diffusion for Graph Generation NIPS 2024
A Theory of Non-acyclic Generative Flow Networks AAAI 2024
Graph Pooling for Graph Neural Networks: Progress, Challenges, and Opportunities IJCAI 2023
Efficient and Degree-Guided Graph Generation via Discrete Diffusion Modeling ICML 2023
Graph Generative Model for Benchmarking Graph Neural Networks ICML 2023
Autoregressive Diffusion Model for Graph Generation ICML 2023
GEMS: Scene Expansion Using Generative Models of Graphs WACV 2023
Improving Graph Generation by Restricting Graph Bandwidth ICML 2023
An Unpooling Layer for Graph Generation AISTATS 2023
Implicit Graphon Neural Representation AISTATS 2023
Multi-resolution Spectral Coherence for Graph Generation with Score-based Diffusion NIPS 2023
Generative Graph Dictionary Learning ICML 2023