Gated Graph Sequence Neural Networks

17 November 2015

Papers citing "Gated Graph Sequence Neural Networks"

50 / 1,390 papers shown

Title
Network Representation Learning: From Traditional Feature Learning to Deep Learning Ke Sun Lei Wang Bo Xu Wenhong Zhao S. Teng Feng Xia GNN 25 28 0 07 Mar 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 24 69 0 05 Mar 2021
Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks Cristian Bodnar Fabrizio Frasca Yu Guang Wang N. Otter Guido Montúfar Pietro Lió M. Bronstein 48 247 0 04 Mar 2021
Universal Representation for Code Linfeng Liu H. Nguyen George Karypis Srinivasan H. Sengamedu SSL 12 3 0 04 Mar 2021
Energy-Based Learning for Scene Graph Generation M. Suhail Abhay Mittal Behjat Siddiquie Chris Broaddus J. Eledath Gérard Medioni Leonid Sigal 45 158 0 03 Mar 2021
Multi-Level Attention Pooling for Graph Neural Networks: Unifying Graph Representations with Multiple Localities Takeshi D. Itoh Takatomi Kubo K. Ikeda 34 29 0 02 Mar 2021
Snowflake: Scaling GNNs to High-Dimensional Continuous Control via Parameter Freezing Charlie Blake Vitaly Kurin Maximilian Igl Shimon Whiteson AI4CE 21 13 0 01 Mar 2021
A Survey on Deep Semi-supervised Learning Xiangli Yang Zixing Song Irwin King Zenglin Xu 27 566 0 28 Feb 2021
FeatureNorm: L2 Feature Normalization for Dynamic Graph Embedding Menglin Yang Ziqiao Meng Irwin King 20 28 0 27 Feb 2021
Meta-Learning with Graph Neural Networks: Methods and Applications Debmalya Mandal Sourav Medya Brian Uzzi Charu C. Aggarwal AI4CE 33 21 0 27 Feb 2021
Graph-based Semi-supervised Learning: A Comprehensive Review Zixing Song Xiangli Yang Zenglin Xu Irwin King 84 191 0 26 Feb 2021
Efficient and Interpretable Robot Manipulation with Graph Neural Networks Yixin Lin Austin S. Wang Eric Undersander Akshara Rai LM&Ro 105 44 0 25 Feb 2021
TELESTO: A Graph Neural Network Model for Anomaly Classification in Cloud Services Dominik Scheinert Alexander Acker 24 11 0 25 Feb 2021
Generalized Equivariance and Preferential Labeling for GNN Node Classification Zeyu Sun Wenjie Zhang Lili Mou Qihao Zhu Yingfei Xiong Lu Zhang 11 12 0 23 Feb 2021
Generalization bounds for graph convolutional neural networks via Rademacher complexity Shaogao Lv GNN 18 15 0 20 Feb 2021
A Graph Neural Network to Model Disruption in Human-Aware Robot Navigation P. Bachiller Daniel Rodriguez-Criado Ronit R. Jorvekar Pablo Bustos Diego Resende Faria Luis J. Manso 40 20 0 17 Feb 2021
NODE-SELECT: A Graph Neural Network Based On A Selective Propagation Technique Steph-Yves M. Louis Alireza Nasiri Fatima J. Rolland Cameron Mitro Jianjun Hu 71 9 0 17 Feb 2021
A Multiscale Graph Convolutional Network for Change Detection in Homogeneous and Heterogeneous Remote Sensing Images Junzheng Wu Biao Li Yao Qin W. Ni Han Zhang Yuli Sun 20 58 0 16 Feb 2021
How Framelets Enhance Graph Neural Networks Xuebin Zheng Bingxin Zhou Junbin Gao Yu Guang Wang Pietro Lió Ming Li Guido Montúfar 59 69 0 13 Feb 2021
Sequential Recommendation in Online Games with Multiple Sequences, Tasks and User Levels Si Chen Yuqiu Qian Hui Li Chen Lin OffRL LRM 18 4 0 13 Feb 2021
Structural Information Preserving for Graph-to-Text Generation Linfeng Song Ante Wang Jinsong Su Yue Zhang Kun Xu Yubin Ge Dong Yu 22 52 0 12 Feb 2021
Graph Energy-based Model for Substructure Preserving Molecular Design Ryuichiro Hataya Hideki Nakayama Kazuki Yoshizoe 39 6 0 09 Feb 2021
Enhance Information Propagation for Graph Neural Network by Heterogeneous Aggregations Dawei Leng Jinjiang Guo Lurong Pan Jie Li Xinyu Wang GNN 11 9 0 08 Feb 2021
Drug Package Recommendation via Interaction-aware Graph Induction Zhi Zheng Chao Wang Tong Xu Dazhong Shen Penggang Qin Baoxing Huai Tongzhu Liu Enhong Chen 11 62 0 06 Feb 2021
Lookup subnet based Spatial Graph Convolutional neural Network Jingzhao Hu Xiaoqi Zhang Qiaomei Jia Chen Wang Qirong Bu Jun Feng GNN 12 0 0 04 Feb 2021
Neural representation and generation for RNA secondary structures Zichao Yan William L. Hamilton Mathieu Blanchette 40 2 0 01 Feb 2021
Out-of-Town Recommendation with Travel Intention Modeling Haoran Xin Xinjiang Lu Tong Xu Hao Liu Jingjing Gu Dejing Dou Hui Xiong AI4TS 14 20 0 29 Jan 2021
Learning Structural Edits via Incremental Tree Transformations Ziyu Yao Frank F. Xu Pengcheng Yin Huan Sun Graham Neubig CLL 154 27 0 28 Jan 2021
Heterogeneous Graph based Deep Learning for Biomedical Network Link Prediction Jinjiang Guo Jie Li Dawei Leng Lurong Pan 11 2 0 28 Jan 2021
Edge-Labeling based Directed Gated Graph Network for Few-shot Learning Peixiao Zheng Xin Guo Lin Qi 19 1 0 27 Jan 2021
Adversarial Active Learning based Heterogeneous Graph Neural Network for Fake News Detection Yuxiang Ren Bo Wang Jiawei Zhang Yi-Ju Chang GNN 17 52 0 27 Jan 2021
Identity-aware Graph Neural Networks Jiaxuan You Jonathan M. Gomes-Selman Rex Ying J. Leskovec 19 249 0 25 Jan 2021
A Review of Graph Neural Networks and Their Applications in Power Systems Wenlong Liao B. Bak‐Jensen J. Pillai Yuelong Wang Yusen Wang GNN AI4CE 21 210 0 25 Jan 2021
Generating a Doppelganger Graph: Resembling but Distinct Yuliang Ji Ru Huang Jie Chen Yuanzhe Xi 29 2 0 23 Jan 2021
Hierarchical Graph-RNNs for Action Detection of Multiple Activities Sovan Biswas Yaser Souri Juergen Gall 19 2 0 21 Jan 2021
SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism Qingyun Sun Jianxin Li Hao Peng Jia Wu Yuanxing Ning Phillip S. Yu Lifang He 24 162 0 20 Jan 2021
Directed Acyclic Graph Neural Networks Veronika Thost Jie Chen GNN AI4CE 17 104 0 20 Jan 2021
Edge-Featured Graph Attention Network Jun Chen Hao-peng Chen GNN 16 34 0 19 Jan 2021
Dynamic Bicycle Dispatching of Dockless Public Bicycle-sharing Systems using Multi-objective Reinforcement Learning Jianguo Chen KenLi Li Keqin Li Philip S. Yu Zeng Zeng 40 29 0 19 Jan 2021
Dynamic Planning of Bicycle Stations in Dockless Public Bicycle-sharing System Using Gated Graph Neural Network Jianguo Chen KenLi Li Keqin Li Philip S. Yu Zeng Zeng 30 82 0 19 Jan 2021
Deep Parametric Continuous Convolutional Neural Networks Shenlong Wang Simon Suo Wei-Chiu Ma A. Pokrovsky R. Urtasun 3DPC 17 466 0 17 Jan 2021
LaneRCNN: Distributed Representations for Graph-Centric Motion Forecasting Wenyuan Zeng Ming Liang Renjie Liao R. Urtasun GNN 28 176 0 17 Jan 2021
Solving QSAT problems with neural MCTS Ruiyang Xu K. Lieberherr 8 0 0 17 Jan 2021
Understanding in Artificial Intelligence S. Maetschke D. M. Iraola Pieter Barnard Elaheh Shafieibavani Peter Zhong Ying Xu Antonio Jimeno Yepes ELM VLM 24 0 0 17 Jan 2021
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 35 41 0 13 Jan 2021
geoGAT: Graph Model Based on Attention Mechanism for Geographic Text Classification Weipeng Jing Xianyang Song Donglin Di Haoze Song GNN 17 9 0 13 Jan 2021
A Neural Question Answering System for Basic Questions about Subroutines Aakash Bansal Zachary Eberhart Lingfei Wu Collin McMillan 17 11 0 11 Jan 2021
Modeling Global Semantics for Question Answering over Knowledge Bases Peiyun Wu Yunjie Wu Linjuan Wu Xiaowang Zhang Zhiyong Feng GNN 6 6 0 05 Jan 2021
Similarity Reasoning and Filtration for Image-Text Matching Haiwen Diao Ying Zhang Lingyun Ma Huchuan Lu 225 332 0 05 Jan 2021
A Survey on Embedding Dynamic Graphs Claudio D. T. Barros Matheus R. F. Mendonça A. Vieira A. Ziviani AI4TS AI4CE 21 122 0 04 Jan 2021