Efficient Graph Generation with Graph Recurrent Attention Networks

2 October 2019

Shenlong Wang

Papers citing "Efficient Graph Generation with Graph Recurrent Attention Networks"

44 / 194 papers shown

Title
Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future David Ahmedt-Aristizabal M. Armin Simon Denman Clinton Fookes L. Petersson 16 178 0 27 May 2021
E(n) Equivariant Normalizing Flows Victor Garcia Satorras Emiel Hoogeboom F. Fuchs Ingmar Posner Max Welling BDL 37 169 0 19 May 2021
The Power of the Weisfeiler-Leman Algorithm for Machine Learning with Graphs Christopher Morris Matthias Fey Nils M. Kriege GNN 34 23 0 12 May 2021
KuraNet: Systems of Coupled Oscillators that Learn to Synchronize Matthew Ricci Minju Jung Yuwei Zhang Mathieu Chalvidal Aneri Soni Thomas Serre 14 11 0 06 May 2021
Brain Multigraph Prediction using Topology-Aware Adversarial Graph Neural Network Alaa Bessadok Mohamed Ali Mahjoub I. Rekik MedIm AI4CE 18 16 0 06 May 2021
ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning Swarnadeep Saha Prateek Yadav Lisa Bauer Joey Tianyi Zhou LRM 44 56 0 15 Apr 2021
The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction Manling Li Sha Li Zhenhailong Wang Lifu Huang Kyunghyun Cho Heng Ji Jiawei Han Clare R. Voss 31 54 0 13 Apr 2021
Learning to Extend Molecular Scaffolds with Structural Motifs Krzysztof Maziarz Henry Jackson-Flux Pashmina Cameron F. Sirockin Nadine Schneider N. Stiefl Marwin H. S. Segler Marc Brockschmidt AI4CE 29 69 0 05 Mar 2021
House-GAN++: Generative Adversarial Layout Refinement Networks Nelson Nauata Sepidehsadat Hosseini Kai-Hung Chang Hang Chu Chin-Yi Cheng Yasutaka Furukawa GAN 51 26 0 03 Mar 2021
SLAPS: Self-Supervision Improves Structure Learning for Graph Neural Networks Bahare Fatemi Layla El Asri Seyed Mehran Kazemi GNN SSL 22 160 0 09 Feb 2021
In-game Residential Home Planning via Visual Context-aware Global Relation Learning Lijuan Liu Yin Yang Yi Yuan Tianjia Shao He Wang Kun Zhou 21 5 0 08 Feb 2021
Graph Coarsening with Neural Networks Chen Cai Dingkang Wang Yusu Wang DD 30 67 0 02 Feb 2021
Generating a Doppelganger Graph: Resembling but Distinct Yuliang Ji Ru Huang Jie Chen Yuanzhe Xi 35 2 0 23 Jan 2021
SceneGen: Learning to Generate Realistic Traffic Scenes Shuhan Tan K. Wong Shenlong Wang S. Manivasagam Mengye Ren R. Urtasun 26 100 0 16 Jan 2021
Deep Graph Generators: A Survey Faezeh Faez Yassaman Ommi M. Baghshah Hamid R. Rabiee GNN AI4CE 53 57 0 31 Dec 2020
Molecular graph generation with Graph Neural Networks P. Bongini Monica Bianchini F. Scarselli GNN 30 136 0 14 Dec 2020
On the Binding Problem in Artificial Neural Networks Klaus Greff Sjoerd van Steenkiste Jürgen Schmidhuber OCL 233 255 0 09 Dec 2020
Generative Layout Modeling using Constraint Graphs W. Para Paul Guerrero Tom Kelly Leonidas J. Guibas Peter Wonka 31 68 0 26 Nov 2020
Deep Generative Modeling in Network Science with Applications to Public Policy Research Gavin Hartnett R. Vardavas Lawrence Baker Michael Chaykowski C. Gibson F. Girosi David Kennedy Osonde A. Osoba 14 2 0 15 Oct 2020
Fusion 360 Gallery: A Dataset and Environment for Programmatic CAD Construction from Human Design Sequences Karl D. D. Willis Yewen Pu Jieliang Luo Hang Chu Tao Du Joseph G. Lambourne Armando Solar-Lezama Wojciech Matusik 11 64 0 05 Oct 2020
A Unifying Review of Deep and Shallow Anomaly Detection Lukas Ruff Jacob R. Kauffmann Robert A. Vandermeulen G. Montavon Wojciech Samek Marius Kloft Thomas G. Dietterich Klaus-Robert Muller UQCV 20 781 0 24 Sep 2020
Topology-Aware Generative Adversarial Network for Joint Prediction of Multiple Brain Graphs from a Single Brain Graph Alaa Bessadok Mohamed Ali Mahjoub I. Rekik MedIm 13 12 0 23 Sep 2020
Meta-Sim2: Unsupervised Learning of Scene Structure for Synthetic Data Generation Jeevan Devaranjan Amlan Kar Sanja Fidler 28 88 0 20 Aug 2020
Hierarchical BiGraph Neural Network as Recommendation Systems Dom Huh 17 1 0 27 Jul 2020
A Systematic Survey on Deep Generative Models for Graph Generation Xiaojie Guo Liang Zhao MedIm 46 147 0 13 Jul 2020
Scalable Deep Generative Modeling for Sparse Graphs H. Dai Azade Nazi Yujia Li Bo Dai Dale Schuurmans BDL 25 77 0 28 Jun 2020
GPT-GNN: Generative Pre-Training of Graph Neural Networks Ziniu Hu Yuxiao Dong Kuansan Wang Kai-Wei Chang Yizhou Sun SSL AI4CE 18 549 0 27 Jun 2020
Non-Parametric Graph Learning for Bayesian Graph Neural Networks Soumyasundar Pal Saber Malekmohammadi Florence Regol Yingxue Zhang Yishi Xu Mark J. Coates 32 11 0 23 Jun 2020
Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings Yu Chen Lingfei Wu Mohammed J Zaki 33 410 0 21 Jun 2020
Categorical Normalizing Flows via Continuous Transformations Phillip Lippe E. Gavves BDL 21 43 0 17 Jun 2020
Isometric Graph Neural Networks Matthew Walker Bo Yan Yiou Xiao Yafei Wang Ayan Acharya GNN 22 2 0 16 Jun 2020
Graph-Aware Transformer: Is Attention All Graphs Need? Sang-yong Yoo Young-Seok Kim Kang Lee Kuhwan Jeong Junhwi Choi Hoshik Lee Y. S. Choi GNN 22 11 0 09 Jun 2020
DeepGG: a Deep Graph Generator Julian Stier Michael Granitzer GNN BDL 24 5 0 07 Jun 2020
Auto-decoding Graphs Sohil Shah V. Koltun GNN 34 4 0 04 Jun 2020
The general theory of permutation equivarant neural networks and higher order graph variational encoders Erik H. Thiede Truong-Son Hy Risi Kondor 32 35 0 08 Apr 2020
PolyGen: An Autoregressive Generative Model of 3D Meshes C. Nash Yaroslav Ganin A. Eslami Peter W. Battaglia AI4CE 19 256 0 23 Feb 2020
Latent Variable Modelling with Hyperbolic Normalizing Flows A. Bose Ariella Smofsky Renjie Liao Prakash Panangaden William L. Hamilton DRL 19 67 0 15 Feb 2020
Graph Deconvolutional Generation Daniel Flam-Shepherd Tony C Wu Alán Aspuru-Guzik BDL 28 31 0 14 Feb 2020
Hierarchical Generation of Molecular Graphs using Structural Motifs Wengong Jin Regina Barzilay Tommi Jaakkola 28 279 0 08 Feb 2020
Goal-directed graph construction using reinforcement learning Victor-Alexandru Darvariu Stephen Hailes Mirco Musolesi 13 14 0 30 Jan 2020
GraphGen: A Scalable Approach to Domain-agnostic Labeled Graph Generation Nikhil Goyal Harsh Jain Sayan Ranu 18 91 0 22 Jan 2020
Image-Conditioned Graph Generation for Road Network Extraction Davide Belli Thomas Kipf GNN 16 40 0 31 Oct 2019
Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation Jiaxuan You Bowen Liu Rex Ying Vijay S. Pande J. Leskovec GNN 215 886 0 07 Jun 2018
Junction Tree Variational Autoencoder for Molecular Graph Generation Wengong Jin Regina Barzilay Tommi Jaakkola 242 1,340 0 12 Feb 2018