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A Comprehensive Survey on Graph Neural Networks

3 January 2019

Philip S. Yu

Papers citing "A Comprehensive Survey on Graph Neural Networks"

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Title
Contrastive Graph Neural Network Explanation Lukas Faber A. K. Moghaddam Roger Wattenhofer 90 36 0 26 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 70 9 0 26 Oct 2020
Co-embedding of Nodes and Edges with Graph Neural Networks Xiaodong Jiang Ronghang Zhu Pengsheng Ji Sheng Li GNN 75 76 0 25 Oct 2020
Multi-Graph Tensor Networks Yao Xu Kriton Konstantinidis Danilo P. Mandic 56 7 0 25 Oct 2020
Deep Graph Matching and Searching for Semantic Code Retrieval Xiang Ling Lingfei Wu Sai-gang Wang Gaoning Pan Tengfei Ma Fangli Xu A. Liu Chunming Wu S. Ji GNN 83 93 0 24 Oct 2020
Incorporating Symbolic Domain Knowledge into Graph Neural Networks T. Dash A. Srinivasan Lovekesh Vig NAI 112 25 0 23 Oct 2020
On the Equivalence of Decoupled Graph Convolution Network and Label Propagation Hande Dong Jiawei Chen Fuli Feng Xiangnan He Shuxian Bi Zhaolin Ding Peng Cui BDL 111 107 0 23 Oct 2020
Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning Cong Zhang Wen Song Zhiguang Cao Jie Zhang Puay Siew Tan Chi Xu 143 320 0 23 Oct 2020
Learning to Optimise General TSP Instances N. Sultana Jeffrey Chan •. A. K. Qin Tabinda Sarwar 111 13 0 23 Oct 2020
Graph Geometry Interaction Learning Shichao Zhu Shirui Pan Chuan Zhou Hongzhi Zhang Yanan Cao Bin Wang 132 93 0 23 Oct 2020
Density of States Graph Kernels Leo Huang A. Graven D. Bindel 63 7 0 21 Oct 2020
On the Global Self-attention Mechanism for Graph Convolutional Networks Chen Wang Chengyuan Deng GNN 80 4 0 21 Oct 2020
Provenance Graph Kernel David Kohan Marzagão T. D. Huynh Ayah Helal Sean Baccas Luc Moreau 51 1 0 20 Oct 2020
Neural Architecture Performance Prediction Using Graph Neural Networks Jovita Lukasik David Friede Heiner Stuckenschmidt Margret Keuper GNN AI4CE 113 12 0 19 Oct 2020
Neuralizing Efficient Higher-order Belief Propagation Mohammed Haroon Dupty W. Lee 66 7 0 19 Oct 2020
Permutationless Many-Jet Event Reconstruction with Symmetry Preserving Attention Networks M. Fenton Alexander Shmakov Ta-Wei Ho S. Hsu D. Whiteson Pierre Baldi 96 39 0 19 Oct 2020
Predicting Biomedical Interactions with Higher-Order Graph Convolutional Networks K. Kishan Rui Li F. Cui Anne R. Haake GNN 42 27 0 16 Oct 2020
New Ideas and Trends in Deep Multimodal Content Understanding: A Review Wei Chen Weiping Wang Li Liu M. Lew VLM 174 33 0 16 Oct 2020
Deep Generative Modeling in Network Science with Applications to Public Policy Research Gavin Hartnett R. Vardavas Lawrence Baker Michael Chaykowski C. Gibson F. Girosi David Kennedy Osonde A. Osoba 26 2 0 15 Oct 2020
Identifying Possible Rumor Spreaders on Twitter: A Weak Supervised Learning Approach Shakshi Sharma Rajesh Sharma 62 31 0 15 Oct 2020
Disentangled Dynamic Graph Deep Generation Wenbin Zhang Liming Zhang Dieter Pfoser Liang Zhao 66 37 0 14 Oct 2020
A Graph Neural Network Framework for Causal Inference in Brain Networks S. Wein W. Malloni A. Tomé Sebastian M. Frank Gina-Isabelle Henze S. Wüst M. Greenlee E. Lang 89 52 0 14 Oct 2020
Medical Code Assignment with Gated Convolution and Note-Code Interaction Shaoxiong Ji Shirui Pan Pekka Marttinen MedIm 103 18 0 14 Oct 2020
A Graph Representation of Semi-structured Data for Web Question Answering Xingyao Zhang Linjun Shou J. Pei Ming Gong Lijie Wen Daxin Jiang LMTD 66 14 0 14 Oct 2020
PECOS: Prediction for Enormous and Correlated Output Spaces Hsiang-Fu Yu Kai Zhong Jiong Zhang Wei-Cheng Chang Inderjit S. Dhillon 130 85 0 12 Oct 2020
Webly Supervised Image Classification with Metadata: Automatic Noisy Label Correction via Visual-Semantic Graph Jingkang Yang Weirong Chen Xue Jiang Xiaopeng Yan Huabin Zheng Wayne Zhang NoLa 77 13 0 12 Oct 2020
A Practical Tutorial on Graph Neural Networks I. Ward J. Joyner C. Lickfold Yulan Guo Bennamoun GNN AI4CE 120 15 0 11 Oct 2020
A Graph Neural Network Approach for Scalable and Dynamic IP Similarity in Enterprise Networks Hazem M. Soliman Geoffrey Salmon Dusan Sovilj M. Rao 39 4 0 09 Oct 2020
Smooth Variational Graph Embeddings for Efficient Neural Architecture Search Jovita Lukasik David Friede Arber Zela Frank Hutter Margret Keuper 88 19 0 09 Oct 2020
Using Graph Neural Networks for Mass Spectrometry Prediction Hao Zhu Liping Liu S. Hassoun 45 17 0 09 Oct 2020
HyperSAGE: Generalizing Inductive Representation Learning on Hypergraphs Devanshu Arya D. K. Gupta Stevan Rudinac Marcel Worring 71 78 0 09 Oct 2020
A Survey of Knowledge-Enhanced Text Generation Wenhao Yu Chenguang Zhu Zaitang Li Zhiting Hu Qingyun Wang Heng Ji Meng Jiang 134 291 0 09 Oct 2020
Simplicial Neural Networks Stefania Ebli M. Defferrard Gard Spreemann GNN 93 131 0 07 Oct 2020
Scene Graph Modification Based on Natural Language Commands Xuanli He Quan Hung Tran Gholamreza Haffari Walter Chang Trung Bui Zhe Lin Franck Dernoncourt Nhan Dam GNN 89 9 0 06 Oct 2020
Knowledge Discovery in Cryptocurrency Transactions: A Survey Xiao Fan Liu Xin-Jian Jiang Si-Hao Liu C. Tse 62 59 0 02 Oct 2020
Cell Complex Neural Networks Mustafa Hajij Kyle Istvan Ghada Zamzmi 129 61 0 02 Oct 2020
Multi-grained Semantics-aware Graph Neural Networks Zhiqiang Zhong Chengzong Li Jun Pang AI4CE 66 9 0 01 Oct 2020
Computing Graph Neural Networks: A Survey from Algorithms to Accelerators S. Abadal Akshay Jain Robert Guirado Jorge López-Alonso Eduard Alarcón GNN 166 230 0 30 Sep 2020
GCNNMatch: Graph Convolutional Neural Networks for Multi-Object Tracking via Sinkhorn Normalization Ioannis Papakis Abhijit Sarkar Anuj Karpatne VOT 130 55 0 30 Sep 2020
Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks U. Shanthamallu Jayaraman J. Thiagarajan A. Spanias AAML 59 16 0 30 Sep 2020
Multi-hop Attention Graph Neural Network Guangtao Wang Rex Ying Jing Huang J. Leskovec 82 135 0 29 Sep 2020
A Fast Graph Neural Network-Based Method for Winner Determination in Multi-Unit Combinatorial Auctions Mengyuan Lee Seyyedali Hosseinalipour Christopher G. Brinton Guanding Yu H. Dai 81 17 0 29 Sep 2020
Medical Image Segmentation Using Deep Learning: A Survey Risheng Wang Tao Lei Xiaogang Du Yong Wan Hongying Meng Asoke K. Nandi SSeg OOD 117 579 0 28 Sep 2020
DWIE: an entity-centric dataset for multi-task document-level information extraction Klim Zaporojets Johannes Deleu Chris Develder Thomas Demeester 83 62 0 26 Sep 2020
Inductive Graph Embeddings through Locality Encodings Nurudin Alvarez-Gonzalez Andreas Kaltenbrunner Vicencc Gómez GNN 22 1 0 26 Sep 2020
SIA-GCN: A Spatial Information Aware Graph Neural Network with 2D Convolutions for Hand Pose Estimation Deying Kong Haoyu Ma Xiaohui Xie GNN 3DH 97 22 0 25 Sep 2020
Attribute Propagation Network for Graph Zero-shot Learning Lu Liu Dinesh Manocha Guodong Long Jing Jiang Chengqi Zhang VLM 92 75 0 24 Sep 2020
Learning Graph Normalization for Graph Neural Networks Yihao Chen Xin Tang Xianbiao Qi Chun-Guang Li Rong Xiao AI4CE 116 50 0 24 Sep 2020
Multi-View Brain HyperConnectome AutoEncoder For Brain State Classification Alin Banka Inis Buzi I. Rekik 44 11 0 24 Sep 2020
Distributed Structured Actor-Critic Reinforcement Learning for Universal Dialogue Management Zhi Chen Lu Chen Xiaoyuan Liu Kai Yu 92 20 0 22 Sep 2020