conftrace_

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

Permutation-Invariant Variational Autoencoder for Graph-Level Representation Learning NIPS 2021
On the Power of Edge Independent Graph Models NIPS 2021
Neural Language Modeling for Contextualized Temporal Graph Generation NAACL 2021
Order Matters: Probabilistic Modeling of Node Sequence for Graph Generation ICML 2021
In-game Residential Home Planning via Visual Context-aware Global Relation Learning AAAI 2021
Randomized Generation of Adversary-aware Fake Knowledge Graphs to Combat Intellectual Property Theft AAAI 2021
DIG: A Turnkey Library for Diving into Graph Deep Learning Research JMLR 2021
HDMapGen: A Hierarchical Graph Generative Model of High Definition Maps CVPR 2021
Cost-aware Graph Generation: A Deep Bayesian Optimization Approach AAAI 2021
ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning EMNLP 2021
Accurate polyglot semantic parsing with DAG grammars EMNLP 2020
Formal Query Building with Query Structure Prediction for Complex Question Answering over Knowledge Base IJCAI 2020
Effective Decoding in Graph Auto-Encoder Using Triadic Closure AAAI 2020
Dirichlet Graph Variational Autoencoder NIPS 2020
NetGAN without GAN: From Random Walks to Low-Rank Approximations ICML 2020
Permutation Invariant Graph Generation via Score-Based Generative Modeling AISTATS 2020
Scalable Deep Generative Modeling for Sparse Graphs ICML 2020
Hierarchical Generation of Molecular Graphs using Structural Motifs ICML 2020
Multi-Objective Molecule Generation using Interpretable Substructures ICML 2020
An End-To-End Network for Generating Social Relationship Graphs CVPR 2019
NeVAE: A Deep Generative Model for Molecular Graphs AAAI 2019
Graph Normalizing Flows NIPS 2019
Conditional Structure Generation through Graph Variational Generative Adversarial Nets NIPS 2019
Discrete Object Generation with Reversible Inductive Construction NIPS 2019
Efficient Graph Generation with Graph Recurrent Attention Networks NIPS 2019