Gated Graph Sequence Neural Networks

17 November 2015

Papers citing "Gated Graph Sequence Neural Networks"

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Title
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering Fengbin Zhu Wenqiang Lei Chao Wang Jianming Zheng Soujanya Poria Tat-Seng Chua RALM 213 252 0 04 Jan 2021
Deep Graph Generators: A Survey Faezeh Faez Yassaman Ommi M. Baghshah Hamid R. Rabiee GNN AI4CE 50 57 0 31 Dec 2020
AU-Expression Knowledge Constrained Representation Learning for Facial Expression Recognition Tao Pu Tianshui Chen Yuan Xie Hefeng Wu Liang Lin 29 22 0 29 Dec 2020
Causal World Models by Unsupervised Deconfounding of Physical Dynamics Minne Li Girish A. Koushik Furui Liu Xu Chen Zhitang Chen Jun Wang SyDa CML 27 12 0 28 Dec 2020
Action Recognition with Kernel-based Graph Convolutional Networks H. Sahbi GNN 29 1 0 28 Dec 2020
Objective Class-based Micro-Expression Recognition through Simultaneous Action Unit Detection and Feature Aggregation Ling Zhou Qi-rong Mao Ming Dong 14 18 0 24 Dec 2020
GAHNE: Graph-Aggregated Heterogeneous Network Embedding Xiaohe Li Lijie Wen Chen Qian Jianmin Wang 21 5 0 23 Dec 2020
Deep Multi-attribute Graph Representation Learning on Protein Structures Tian Xia Wei-Shinn Ku GNN AI4CE 15 1 0 22 Dec 2020
Barking up the right tree: an approach to search over molecule synthesis DAGs John Bradshaw Brooks Paige Matt J. Kusner Marwin H. S. Segler José Miguel Hernández-Lobato 51 56 0 21 Dec 2020
Knowledge as Invariance -- History and Perspectives of Knowledge-augmented Machine Learning A. Sagel Amit Sahu Stefan Matthes H. Pfeifer Tianming Qiu Harald Ruess Hao Shen Julian Wormann 16 3 0 21 Dec 2020
KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA Kenneth Marino Xinlei Chen Devi Parikh Abhinav Gupta Marcus Rohrbach 26 179 0 20 Dec 2020
Analyzing the Performance of Graph Neural Networks with Pipe Parallelism M. Dearing Xiaoyang Sean Wang GNN AI4CE 21 3 0 20 Dec 2020
A pipeline for fair comparison of graph neural networks in node classification tasks Wentao Zhao Dalin Zhou X. Qiu Wei Jiang 16 5 0 19 Dec 2020
A Generalization of Transformer Networks to Graphs Vijay Prakash Dwivedi Xavier Bresson AI4CE 50 720 0 17 Dec 2020
Graph Neural Networks: Taxonomy, Advances and Trends Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 25 116 0 16 Dec 2020
Hierarchical Graph Capsule Network Jinyu Yang P. Zhao Yu Rong Chao-chao Yan Chunyuan Li Hehuan Ma Junzhou Huang 24 30 0 16 Dec 2020
Molecular machine learning with conformer ensembles Simon Axelrod Rafael Gómez-Bombarelli AI4CE 20 49 0 15 Dec 2020
Keyword-Guided Neural Conversational Model Peixiang Zhong Yong Liu Hongya Wang Chunyan Miao OffRL 16 37 0 15 Dec 2020
A PAC-Bayesian Approach to Generalization Bounds for Graph Neural Networks Renjie Liao R. Urtasun R. Zemel 24 87 0 14 Dec 2020
Molecular graph generation with Graph Neural Networks P. Bongini Monica Bianchini F. Scarselli GNN 28 136 0 14 Dec 2020
InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees Nghi D. Q. Bui Yijun Yu Lingxiao Jiang SSL 44 104 0 13 Dec 2020
LayoutGMN: Neural Graph Matching for Structural Layout Similarity A. Patil Manyi Li Matthew Fisher Manolis Savva Hao Zhang 33 32 0 11 Dec 2020
CommPOOL: An Interpretable Graph Pooling Framework for Hierarchical Graph Representation Learning Haoteng Tang Guixiang Ma Lifang He Heng-Chiao Huang Liang Zhan GNN 35 24 0 10 Dec 2020
On the Binding Problem in Artificial Neural Networks Klaus Greff Sjoerd van Steenkiste Jürgen Schmidhuber OCL 229 255 0 09 Dec 2020
Learning to Represent Programs with Heterogeneous Graphs Kechi Zhang Wenhan Wang Huangzhao Zhang Ge Li Zhi Jin GNN 21 63 0 08 Dec 2020
Fixed Priority Global Scheduling from a Deep Learning Perspective Hyunsung Lee Michaël Wang Honguk Woo AI4CE 6 0 0 05 Dec 2020
GraphPB: Graphical Representations of Prosody Boundary in Speech Synthesis Aolan Sun Jianzong Wang Ning Cheng Huayi Peng Zhen Zeng Lingwei Kong Jing Xiao 16 9 0 03 Dec 2020
Towards explainable message passing networks for predicting carbon dioxide adsorption in metal-organic frameworks Ali Raza Faaiq G. Waqar Arni Sturluson Cory M. Simon Xiaoli Z. Fern AI4CE 13 3 0 02 Dec 2020
Road Scene Graph: A Semantic Graph-Based Scene Representation Dataset for Intelligent Vehicles Yafu Tian Alexander Carballo Ruifeng Li K. Takeda GNN 31 27 0 27 Nov 2020
Encoding Syntactic Constituency Paths for Frame-Semantic Parsing with Graph Convolutional Networks E. Bastianelli Andrea Vanzo Oliver Lemon 21 6 0 26 Nov 2020
Probing Model Signal-Awareness via Prediction-Preserving Input Minimization Sahil Suneja Yunhui Zheng Yufan Zhuang Jim Laredo Alessandro Morari AAML 32 32 0 25 Nov 2020
MEG: Multi-Evidence GNN for Multimodal Semantic Forensics Ekraam Sabir Ayush Jaiswal Wael AbdAlmageed Premkumar Natarajan 6 3 0 23 Nov 2020
GNNLens: A Visual Analytics Approach for Prediction Error Diagnosis of Graph Neural Networks Zhihua Jin Yong Wang Qianwen Wang Yao Ming Tengfei Ma Huamin Qu HAI 15 31 0 22 Nov 2020
Deep Data Flow Analysis Chris Cummins Hugh Leather Zacharias V. Fisches Tal Ben-Nun Torsten Hoefler Michael F. P. O'Boyle 16 4 0 21 Nov 2020
Survey and Open Problems in Privacy Preserving Knowledge Graph: Merging, Query, Representation, Completion and Applications Chaochao Chen Jamie Cui Guanfeng Liu Jia Wu Li Wang 27 22 0 20 Nov 2020
GRAPHSPY: Fused Program Semantic-Level Embedding via Graph Neural Networks for Dead Store Detection Yixin Guo Pengcheng Li Yingwei Luo Xiaolin Wang Zhenlin Wang GNN 13 1 0 18 Nov 2020
Reinforcement Learning of Graph Neural Networks for Service Function Chaining DongNyeong Heo Doyoung Lee Heegon Kim Suhyun Park Heeyoul Choi GNN 9 8 0 17 Nov 2020
Learning Associative Inference Using Fast Weight Memory Imanol Schlag Tsendsuren Munkhdalai Jürgen Schmidhuber KELM 30 44 0 16 Nov 2020
Node Attribute Completion in Knowledge Graphs with Multi-Relational Propagation Eda Bayram Alberto García-Durán Robert West 34 13 0 10 Nov 2020
Learning to Communicate and Correct Pose Errors Nicholas Vadivelu Mengye Ren James Tu Jingkang Wang R. Urtasun 24 63 0 10 Nov 2020
Dual ResGCN for Balanced Scene GraphGeneration Jingyi Zhang Yong Zhang Baoyuan Wu Yanbo Fan Fumin Shen Heng Tao Shen 28 12 0 09 Nov 2020
Augmented Equivariant Attention Networks for Microscopy Image Reconstruction Yaochen Xie Yuchen Ding Shuiwang Ji 8 1 0 06 Nov 2020
Graph Neural Networks in Recommender Systems: A Survey Shiwen Wu Fei Sun Wentao Zhang Xu Xie Bin Cui GNN 56 1,175 0 04 Nov 2020
Prosodic Representation Learning and Contextual Sampling for Neural Text-to-Speech S. Karlapati Ammar Abbas Zack Hodari Alexis Moinet Arnaud Joly Panagiota Karanasou Thomas Drugman 23 19 0 04 Nov 2020
GAIN: Graph Attention & Interaction Network for Inductive Semi-Supervised Learning over Large-scale Graphs Yunpeng Weng Xu Chen Liang Chen Wei Liu GNN 14 10 0 03 Nov 2020
Improving Cyberbully Detection with User Interaction Suyu Ge Lu Cheng Huan Liu 26 37 0 01 Nov 2020
Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning Muhan Zhang Pan Li Yinglong Xia Kai Wang Long Jin 19 186 0 30 Oct 2020
Graph Neural Network for Metal Organic Framework Potential Energy Approximation Shehtab Zaman Christopher Owen Kenneth Chiu Michael Lawler AI4CE 14 0 0 29 Oct 2020
Towards Scale-Invariant Graph-related Problem Solving by Iterative Homogeneous Graph Neural Networks Hao Tang Zhiao Huang Jiayuan Gu Bao-Liang Lu Hao Su AI4CE 25 9 0 26 Oct 2020
Revisiting convolutional neural network on graphs with polynomial approximations of Laplace-Beltrami spectral filtering Shih-Gu Huang M. Chung A. Qiu Alzheimer's Disease Neuroimaging Initiative 26 11 0 26 Oct 2020