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Papers
A Large-scale Dataset and Benchmark for Commuting Origin-Destination Flow Generation
ICLR 2025
On the Role of Edge Dependency in Graph Generative Models
ICML 2024
Vertical Validation: Evaluating Implicit Generative Models for Graphs on Thin Support Regions
UAI 2024
Curvature Filtrations for Graph Generative Model Evaluation
NeurIPS 2023
Fitting Autoregressive Graph Generative Models through Maximum Likelihood Estimation
JMLR 2023
Generated Graph Detection
ICML 2023
Graph Generative Model for Benchmarking Graph Neural Networks
ICML 2023
GRASMOS: Graph Signage Model Selection for Gene Regulatory Networks
AAAI 2023
Neural Graph Generation from Graph Statistics
NeurIPS 2023
An efficient graph generative model for navigating ultra-large combinatorial synthesis libraries
NeurIPS 2022
Evaluating Graph Generative Models with Contrastively Learned Features
NeurIPS 2022
Evaluation Metrics for Graph Generative Models: Problems, Pitfalls, and Practical Solutions
ICLR 2022
GraDA: Graph Generative Data Augmentation for Commonsense Reasoning
COLING 2022
On Evaluation Metrics for Graph Generative Models
ICLR 2022
Order Matters: Probabilistic Modeling of Node Sequence for Graph Generation
ICML 2021
Multi-Objective Molecule Generation using Interpretable Substructures
ICML 2020
Edge-exchangeable graphs and sparsity
NeurIPS 2016