v1v2v3v4 (latest)

Gated Graph Sequence Neural Networks

17 November 2015

Papers citing "Gated Graph Sequence Neural Networks"

50 / 1,396 papers shown

Title
Accelerating amorphous polymer electrolyte screening by learning to reduce errors in molecular dynamics simulated properties T. Xie A. France-Lanord Yanming Wang Jeffrey Lopez M. Stolberg ... Graham M. Leverick Rafael Gómez-Bombarelli Jeremiah A. Johnson Y. Shao-horn Jeffrey C. Grossman 54 44 0 13 Jan 2021
geoGAT: Graph Model Based on Attention Mechanism for Geographic Text Classification Weipeng Jing Xianyang Song Donglin Di Haoze Song GNN 66 10 0 13 Jan 2021
A Neural Question Answering System for Basic Questions about Subroutines Aakash Bansal Zachary Eberhart Lingfei Wu Collin McMillan 38 12 0 11 Jan 2021
Modeling Global Semantics for Question Answering over Knowledge Bases Peiyun Wu Yunjie Wu Linjuan Wu Xiaowang Zhang Zhiyong Feng GNN 50 7 0 05 Jan 2021
Similarity Reasoning and Filtration for Image-Text Matching Haiwen Diao Ying Zhang Lingyun Ma Huchuan Lu 329 348 0 05 Jan 2021
A Survey on Embedding Dynamic Graphs Claudio D. T. Barros Matheus R. F. Mendonça A. Vieira A. Ziviani AI4TS AI4CE 97 133 0 04 Jan 2021
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 291 257 0 04 Jan 2021
Deep Graph Generators: A Survey Faezeh Faez Yassaman Ommi M. Baghshah Hamid R. Rabiee GNN AI4CE 123 58 0 31 Dec 2020
AU-Expression Knowledge Constrained Representation Learning for Facial Expression Recognition Tao Pu Tianshui Chen Yuan Xie Hefeng Wu Liang Lin 92 23 0 29 Dec 2020
Causal World Models by Unsupervised Deconfounding of Physical Dynamics Minne Li Mengyue Yang Furui Liu Xu Chen Zhitang Chen Jun Wang SyDa CML 53 13 0 28 Dec 2020
Action Recognition with Kernel-based Graph Convolutional Networks H. Sahbi GNN 71 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 81 18 0 24 Dec 2020
GAHNE: Graph-Aggregated Heterogeneous Network Embedding Xiaohe Li Lijie Wen Chen Qian Jianmin Wang 53 5 0 23 Dec 2020
Deep Multi-attribute Graph Representation Learning on Protein Structures Tian Xia Wei-Shinn Ku GNN AI4CE 124 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 117 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 61 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 140 188 0 20 Dec 2020
Analyzing the Performance of Graph Neural Networks with Pipe Parallelism M. Dearing Xiaoyang Sean Wang GNN AI4CE 34 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 62 5 0 19 Dec 2020
A Generalization of Transformer Networks to Graphs Vijay Prakash Dwivedi Xavier Bresson AI4CE 124 768 0 17 Dec 2020
Graph Neural Networks: Taxonomy, Advances and Trends Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 174 127 0 16 Dec 2020
Hierarchical Graph Capsule Network Jinyu Yang P. Zhao Yu Rong Chao-chao Yan Chunyuan Li Hehuan Ma Junzhou Huang 69 31 0 16 Dec 2020
Molecular machine learning with conformer ensembles Simon Axelrod Rafael Gómez-Bombarelli AI4CE 74 51 0 15 Dec 2020
Keyword-Guided Neural Conversational Model Peixiang Zhong Yong Liu Hongya Wang Chunyan Miao OffRL 68 37 0 15 Dec 2020
A PAC-Bayesian Approach to Generalization Bounds for Graph Neural Networks Renjie Liao R. Urtasun R. Zemel 97 90 0 14 Dec 2020
Molecular graph generation with Graph Neural Networks P. Bongini Monica Bianchini F. Scarselli GNN 129 145 0 14 Dec 2020
InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees Nghi D. Q. Bui Yijun Yu Lingxiao Jiang SSL 74 107 0 13 Dec 2020
LayoutGMN: Neural Graph Matching for Structural Layout Similarity A. Patil Manyi Li Matthew Fisher Manolis Savva Hao Zhang 71 34 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 99 25 0 10 Dec 2020
On the Binding Problem in Artificial Neural Networks Klaus Greff Sjoerd van Steenkiste Jürgen Schmidhuber OCL 316 267 0 09 Dec 2020
Learning to Represent Programs with Heterogeneous Graphs Kechi Zhang Wenhan Wang Huangzhao Zhang Ge Li Zhi Jin GNN 68 65 0 08 Dec 2020
Fixed Priority Global Scheduling from a Deep Learning Perspective Hyunsung Lee Michaël Wang Honguk Woo AI4CE 31 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 67 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 38 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 89 27 0 27 Nov 2020
Encoding Syntactic Constituency Paths for Frame-Semantic Parsing with Graph Convolutional Networks E. Bastianelli Andrea Vanzo Oliver Lemon 65 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 73 34 0 25 Nov 2020
MEG: Multi-Evidence GNN for Multimodal Semantic Forensics Ekraam Sabir Ayush Jaiswal Wael AbdAlmageed Premkumar Natarajan 38 4 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 94 34 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 56 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 Hongzhi Zhang Li Wang 115 23 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 40 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 40 9 0 17 Nov 2020
Learning Associative Inference Using Fast Weight Memory Imanol Schlag Tsendsuren Munkhdalai Jürgen Schmidhuber KELM 69 47 0 16 Nov 2020
Node Attribute Completion in Knowledge Graphs with Multi-Relational Propagation Eda Bayram Alberto García-Durán Robert West 78 13 0 10 Nov 2020
Learning to Communicate and Correct Pose Errors Nicholas Vadivelu Mengye Ren James Tu Jingkang Wang R. Urtasun 72 64 0 10 Nov 2020
Dual ResGCN for Balanced Scene GraphGeneration Jingyi Zhang Yong Zhang Baoyuan Wu Yanbo Fan Fumin Shen Heng Tao Shen 67 12 0 09 Nov 2020
Augmented Equivariant Attention Networks for Microscopy Image Reconstruction Yaochen Xie Yuchen Ding Shuiwang Ji 31 1 0 06 Nov 2020
Graph Neural Networks in Recommender Systems: A Survey Shiwen Wu Fei Sun Wentao Zhang Xu Xie Tengjiao Wang GNN 257 1,256 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 66 19 0 04 Nov 2020