v1v2v3v4 (latest)

Gated Graph Sequence Neural Networks

17 November 2015

Papers citing "Gated Graph Sequence Neural Networks"

50 / 1,396 papers shown

Title
Typilus: Neural Type Hints Miltiadis Allamanis Earl T. Barr Soline Ducousso Zheng Gao 146 134 0 06 Apr 2020
LiDAR-based Online 3D Video Object Detection with Graph-based Message Passing and Spatiotemporal Transformer Attention Junbo Yin Jianbing Shen Chenye Guan Dingfu Zhou Ruigang Yang 3DPC 82 139 0 03 Apr 2020
Consistent Multiple Sequence Decoding Bicheng Xu Leonid Sigal 67 0 0 02 Apr 2020
3D-MPA: Multi Proposal Aggregation for 3D Semantic Instance Segmentation Francis Engelmann M. Bokeloh Alireza Fathi Bastian Leibe Matthias Nießner 3DPC 117 215 0 30 Mar 2020
Code Prediction by Feeding Trees to Transformers Seohyun Kim Jinman Zhao Yuchi Tian S. Chandra 153 220 0 30 Mar 2020
A Survey of Deep Learning for Scientific Discovery M. Raghu Erica Schmidt OOD AI4CE 184 123 0 26 Mar 2020
Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers Michal Rolínek Paul Swoboda Dominik Zietlow Anselm Paulus Vít Musil Georg Martius 92 113 0 25 Mar 2020
ProGraML: Graph-based Deep Learning for Program Optimization and Analysis Chris Cummins Zacharias V. Fisches Tal Ben-Nun Torsten Hoefler Hugh Leather 177 59 0 23 Mar 2020
Distilling Knowledge from Graph Convolutional Networks Yiding Yang Jiayan Qiu Xiuming Zhang Dacheng Tao Xinchao Wang 242 233 0 23 Mar 2020
Deep Multi-attributed Graph Translation with Node-Edge Co-evolution Xiaojie Guo Liang Zhao Cameron Nowzari S. Rafatirad Houman Homayoun Sai Manoj P D 110 28 0 22 Mar 2020
CPR-GCN: Conditional Partial-Residual Graph Convolutional Network in Automated Anatomical Labeling of Coronary Arteries Han Yang Xingjian Zhen Ying Chi Lei Zhang Xiansheng Hua MedIm 53 46 0 19 Mar 2020
Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion Prediction Maosen Li Siheng Chen Yangheng Zhao Ya Zhang Yanfeng Wang Qi Tian AI4CE 3DH 147 309 0 17 Mar 2020
Spectral Graph Attention Network with Fast Eigen-approximation Heng Chang Yu Rong Tingyang Xu Wenbing Huang Somayeh Sojoudi Junzhou Huang Wenwu Zhu GNN 82 34 0 16 Mar 2020
Collaborative Motion Prediction via Neural Motion Message Passing Yue Hu Siheng Chen Ya Zhang Xiao Gu 66 105 0 14 Mar 2020
Meta-Learning GNN Initializations for Low-Resource Molecular Property Prediction Cuong C. Nguyen Constantine Kreatsoulas K. Branson AI4CE 67 14 0 12 Mar 2020
A Survey on The Expressive Power of Graph Neural Networks Ryoma Sato 404 173 0 09 Mar 2020
PushNet: Efficient and Adaptive Neural Message Passing Julian Busch Jiaxing Pi T. Seidl GNN 106 12 0 04 Mar 2020
Learning to Generate Time Series Conditioned Graphs with Generative Adversarial Nets Shanchao Yang Jing Liu K. Wu Mingming Li GAN AI4CE 97 4 0 03 Mar 2020
Learning Context-aware Task Reasoning for Efficient Meta-reinforcement Learning Haozhe Jasper Wang Jiale Zhou Xuming He OffRL LRM 81 15 0 03 Mar 2020
EvoNet: A Neural Network for Predicting the Evolution of Dynamic Graphs Changmin Wu Giannis Nikolentzos Michalis Vazirgiannis GNN 318 10 0 02 Mar 2020
Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective Luís C. Lamb Artur S. dÁvila Garcez Marco Gori Marcelo O. R. Prates Pedro H. C. Avelar Moshe Y. Vardi NAI AI4CE 84 80 0 29 Feb 2020
An End-to-End Graph Convolutional Kernel Support Vector Machine P. Corcoran 40 6 0 29 Feb 2020
A Deep Generative Model for Fragment-Based Molecule Generation Marco Podda D. Bacciu Alessio Micheli VLM BDL 73 52 0 28 Feb 2020
Neural Message Passing on High Order Paths Daniel Flam-Shepherd Tony C Wu Pascal Friederich Alán Aspuru-Guzik GNN AI4CE 113 50 0 24 Feb 2020
Memory-Based Graph Networks Amir Hosein Khas Ahmadi Kaveh Hassani Parsa Moradi Leo Lee Q. Morris GNN 163 91 0 21 Feb 2020
Detecting Code Clones with Graph Neural Networkand Flow-Augmented Abstract Syntax Tree Wenhan Wang Ge Li Bo Ma Xin Xia Zhi Jin GNN 68 260 0 20 Feb 2020
A Lagrangian Approach to Information Propagation in Graph Neural Networks Matteo Tiezzi G. Marra S. Melacci Marco Maggini Marco Gori GNN 60 9 0 18 Feb 2020
Self-Enhanced GNN: Improving Graph Neural Networks Using Model Outputs Han Yang Xiao Yan XINYAN DAI Yongqiang Chen James Cheng 131 36 0 18 Feb 2020
Equivalence of Dataflow Graphs via Rewrite Rules Using a Graph-to-Sequence Neural Model Steve Kommrusch Théo Barollet L. Pouchet 119 6 0 17 Feb 2020
Relational Message Passing for Knowledge Graph Completion Hongwei Wang Hongyu Ren J. Leskovec 88 120 0 17 Feb 2020
Graph Deconvolutional Generation Daniel Flam-Shepherd Tony C Wu Alán Aspuru-Guzik BDL 152 31 0 14 Feb 2020
Deep Learning for Source Code Modeling and Generation: Models, Applications and Challenges T. H. Le Hao Chen Muhammad Ali Babar VLM 147 155 0 13 Feb 2020
Geom-GCN: Geometric Graph Convolutional Networks Hongbin Pei Bingzhen Wei Kevin Chen-Chuan Chang Yu Lei Bo Yang GNN 360 1,132 0 13 Feb 2020
Graph Universal Adversarial Attacks: A Few Bad Actors Ruin Graph Learning Models Xiao Zang Yi Xie Jie Chen Bo Yuan AAML 76 48 0 12 Feb 2020
Adversarial Robustness for Code Pavol Bielik Martin Vechev AAML 72 88 0 11 Feb 2020
Learning Structured Communication for Multi-agent Reinforcement Learning Junjie Sheng Xiangfeng Wang Bo Jin Junchi Yan Wenhao Li Tsung-Hui Chang Jun Wang H. Zha 44 52 0 11 Feb 2020
Bin2vec: Learning Representations of Binary Executable Programs for Security Tasks Shushan Arakelyan Sima Arasteh Christophe Hauser Erik Kline Aram Galstyan 83 20 0 09 Feb 2020
Hierarchical Generation of Molecular Graphs using Structural Motifs Wengong Jin Regina Barzilay Tommi Jaakkola 141 289 0 08 Feb 2020
Random Features Strengthen Graph Neural Networks Ryoma Sato M. Yamada H. Kashima GNN AAML 85 240 0 08 Feb 2020
Supervised Learning on Relational Databases with Graph Neural Networks Milan Cvitkovic 73 44 0 06 Feb 2020
MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding Xinyu Fu Jiani Zhang Ziqiao Meng Irwin King 141 887 0 05 Feb 2020
Gated Graph Recurrent Neural Networks Luana Ruiz Fernando Gama Alejandro Ribeiro GNN 118 146 0 03 Feb 2020
Molecule Property Prediction and Classification with Graph Hypernetworks Eliya Nachmani Lior Wolf GNN 62 15 0 01 Feb 2020
Hybrid Graph Neural Networks for Crowd Counting Ao Luo Fan Yang Xin Li Dong Nie Zhicheng Jiao Shangchen Zhou Hong Cheng 95 85 0 31 Jan 2020
Efficient Probabilistic Logic Reasoning with Graph Neural Networks Yuyu Zhang Xinshi Chen Yu’an Yang Arun Ramamurthy Yue Liu Yuan Qi Le Song AI4CE 174 111 0 29 Jan 2020
Modeling Global and Local Node Contexts for Text Generation from Knowledge Graphs Leonardo F. R. Ribeiro Yue Zhang Claire Gardent Iryna Gurevych 61 73 0 29 Jan 2020
MEMO: A Deep Network for Flexible Combination of Episodic Memories Andrea Banino Adria Puigdomenech Badia Raphael Köster Martin Chadwick V. Zambaldi Demis Hassabis Caswell Barry M. Botvinick D. Kumaran Charles Blundell KELM 90 35 0 29 Jan 2020
Theoretically Expressive and Edge-aware Graph Learning Federico Errica D. Bacciu Alessio Micheli 43 6 0 24 Jan 2020
Zero-Shot Video Object Segmentation via Attentive Graph Neural Networks Wenguan Wang Xiankai Lu Jianbing Shen David J. Crandall Ling Shao VOS 97 275 0 19 Jan 2020
Graph Inference Learning for Semi-supervised Classification Chunyan Xu Zhen Cui Xiaobin Hong Tong Zhang Jian Yang Wei Liu 70 30 0 17 Jan 2020