v1v2v3v4 (latest)

A Comprehensive Survey on Graph Neural Networks

3 January 2019

Philip S. Yu

Papers citing "A Comprehensive Survey on Graph Neural Networks"

50 / 2,861 papers shown

Title
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition Ziyu Liu Hongwen Zhang Zhenghao Chen Zhiyong Wang Wanli Ouyang 159 838 0 31 Mar 2020
NPENAS: Neural Predictor Guided Evolution for Neural Architecture Search Chen Wei Chuang Niu Yiping Tang Yue Wang Haihong Hu Jimin Liang 67 7 0 28 Mar 2020
word2vec, node2vec, graph2vec, X2vec: Towards a Theory of Vector Embeddings of Structured Data Martin Grohe 96 174 0 27 Mar 2020
Progressive Graph Convolutional Networks for Semi-Supervised Node Classification Negar Heidari Alexandros Iosifidis GNN 68 14 0 27 Mar 2020
A Survey of Deep Learning for Scientific Discovery M. Raghu Erica Schmidt OOD AI4CE 184 123 0 26 Mar 2020
Bridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks M. Balcilar G. Renton Pierre Héroux Benoit Gaüzère Sébastien Adam P. Honeine 70 60 0 26 Mar 2020
Deep Learning on Knowledge Graph for Recommender System: A Survey Y. Gao Yifan Li Yu Lin Hang Gao Latifur Khan 82 48 0 25 Mar 2020
GeoGraph: Learning graph-based multi-view object detection with geometric cues end-to-end A. Nassar Stefano Dáronco Sébastien Lefèvre Jan Dirk Wegner ObjD 58 3 0 23 Mar 2020
Multi-Label Text Classification using Attention-based Graph Neural Network Ankit Pal M. Selvakumar Malaikannan Sankarasubbu 102 80 0 22 Mar 2020
Overcoming Catastrophic Forgetting in Graph Neural Networks with Experience Replay Fan Zhou Chengtai Cao CLL 71 10 0 22 Mar 2020
Learning to simulate and design for structural engineering Kai-Hung Chang Chin-Yi Cheng AI4CE 87 51 0 20 Mar 2020
Bipartite Link Prediction based on Topological Features via 2-hop Path Jungwoon Shin 25 0 0 19 Mar 2020
Placement Optimization with Deep Reinforcement Learning Anna Goldie Azalia Mirhoseini OffRL 32 36 0 18 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
Adaptive Graph Convolutional Network with Attention Graph Clustering for Co-saliency Detection Kaihua Zhang Tengpeng Li Shiwen Shen Bo Liu Jin Chen Qingshan Liu 99 97 0 13 Mar 2020
Dual Temporal Memory Network for Efficient Video Object Segmentation Kaihua Zhang Long Wang Dong Liu Bo Liu Qingshan Liu Zhu Li VOS 60 15 0 13 Mar 2020
Dynamic Spatiotemporal Graph Neural Network with Tensor Network Chengcheng Jia Bo Wu Xiao-Ping Zhang AI4TS 88 7 0 12 Mar 2020
Global Attention based Graph Convolutional Neural Networks for Improved Materials Property Prediction Steph-Yves M. Louis Yong Zhao Alireza Nasiri Xiran Wong Yuqi Song Fei Liu Jianjun Hu AI4CE 57 15 0 11 Mar 2020
Unsupervised Graph Embedding via Adaptive Graph Learning Rui Zhang Yunxing Zhang Xuelong Li 21 0 0 10 Mar 2020
A Survey on The Expressive Power of Graph Neural Networks Ryoma Sato 404 173 0 09 Mar 2020
Temporal Attribute Prediction via Joint Modeling of Multi-Relational Structure Evolution Sankalp Garg Navodita Sharma Woojeong Jin Xiang Ren AI4TS 72 8 0 09 Mar 2020
Reinforcement Learning for Combinatorial Optimization: A Survey Nina Mazyavkina S. Sviridov Sergei Ivanov Evgeny Burnaev 158 628 0 07 Mar 2020
Teaching Temporal Logics to Neural Networks Christopher Hahn Frederik Schmitt Jens U. Kreber M. Rabe Bernd Finkbeiner NAI 109 67 0 06 Mar 2020
Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud Weijing Shi Ragunathan R. Rajkumar 3DPC 241 747 0 02 Mar 2020
Semiparametric Nonlinear Bipartite Graph Representation Learning with Provable Guarantees Sen Na Yuwei Luo Zhuoran Yang Zhaoran Wang Mladen Kolar 73 7 0 02 Mar 2020
Benchmarking Graph Neural Networks Vijay Prakash Dwivedi Chaitanya K. Joshi Anh Tuan Luu T. Laurent Yoshua Bengio Xavier Bresson 649 958 0 02 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
SketchGNN: Semantic Sketch Segmentation with Graph Neural Networks Lumin Yang Jiajie Zhuang Hongbo Fu Xiangzhi Wei Kun Zhou Youyi Zheng 127 31 0 02 Mar 2020
Adversarial Attacks and Defenses on Graphs: A Review, A Tool and Empirical Studies Wei Jin Yaxin Li Han Xu Yiqi Wang Shuiwang Ji Charu C. Aggarwal Jiliang Tang AAML GNN 136 103 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
Towards a predictive spatio-temporal representation of brain data Tiago Azevedo L. Passamonti Pietro Lio N. Toschi 81 9 0 29 Feb 2020
An End-to-End Graph Convolutional Kernel Support Vector Machine P. Corcoran 40 6 0 29 Feb 2020
Learning Nonparametric Human Mesh Reconstruction from a Single Image without Ground Truth Meshes Kevin Qinghong Lin Lijuan Wang Ying Jin Zicheng Liu Ming-Ting Sun 3DH 36 4 0 28 Feb 2020
Graph Representation Learning for Merchant Incentive Optimization in Mobile Payment Marketing Ziqi Liu Dong Wang Qianyu Yu Qing Cui Yue Shen ... Leon Wenliang Zhong Jinjie Gu Jun Zhou Shuang Yang Yuan Qi OffRL 40 16 0 27 Feb 2020
Few-Shot Learning on Graphs via Super-Classes based on Graph Spectral Measures Jatin Chauhan Deepak Nathani Manohar Kaul 73 70 0 27 Feb 2020
Bridging the Gap between Spatial and Spectral Domains: A Survey on Graph Neural Networks Zhiqian Chen Fanglan Chen Lei Zhang Taoran Ji Kaiqun Fu Liang Zhao Feng Chen Lingfei Wu Charu Aggarwal Chang-Tien Lu 87 46 0 27 Feb 2020
Adaptive Propagation Graph Convolutional Network Indro Spinelli Simone Scardapane A. Uncini GNN 104 79 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
A Convolutional Neural Network into graph space Maxime Martineau R. Raveaux Donatello Conte G. Venturini GNN 54 2 0 20 Feb 2020
Embedding Graph Auto-Encoder for Graph Clustering Hongyuan Zhang Rui Zhang Xuelong Li GNN 39 12 0 20 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
Superpixel Image Classification with Graph Attention Networks Pedro H. C. Avelar Anderson R. Tavares T. L. T. D. Silveira C. R. Jung Luís C. Lamb GNN 60 50 0 13 Feb 2020
Neural Network Approximation of Graph Fourier Transforms for Sparse Sampling of Networked Flow Dynamics Alessio Pagani Zhuangkun Wei Ricardo Silva Weisi Guo 21 1 0 11 Feb 2020
Feature Importance Estimation with Self-Attention Networks Blaž Škrlj Jannis Brugger Nada Lavrac Matej Petković FAtt MILM 88 52 0 11 Feb 2020
Regularizing Semi-supervised Graph Convolutional Networks with a Manifold Smoothness Loss Qilin Li Wanquan Liu Ling Li 32 0 0 11 Feb 2020
LoCEC: Local Community-based Edge Classification in Large Online Social Networks Chonggang Song Qian Lin Guohui Ling Zong Zhang Hongzhao Chen Jun Liao Chuan Chen GNN 71 4 0 11 Feb 2020
Can Graph Neural Networks Count Substructures? Zhengdao Chen Lei Chen Soledad Villar Joan Bruna GNN 168 331 0 10 Feb 2020
Graph Neural Distance Metric Learning with Graph-Bert Jiawei Zhang 30 6 0 09 Feb 2020
Line Hypergraph Convolution Network: Applying Graph Convolution for Hypergraphs S. Bandyopadhyay Kishalay Das M. Murty GNN 125 32 0 09 Feb 2020
Message Passing Query Embedding Daniel Daza Michael Cochez GNN 76 7 0 06 Feb 2020