A Comprehensive Survey on Graph Neural Networks

3 January 2019

Philip S. Yu

Papers citing "A Comprehensive Survey on Graph Neural Networks"

50 / 2,810 papers shown

Title
Density of States Graph Kernels Leo Huang A. Graven D. Bindel 6 7 0 21 Oct 2020
On the Global Self-attention Mechanism for Graph Convolutional Networks Chen Wang Chengyuan Deng GNN 21 4 0 21 Oct 2020
Provenance Graph Kernel David Kohan Marzagão T. D. Huynh Ayah Helal Sean Baccas Luc Moreau 10 1 0 20 Oct 2020
Neural Architecture Performance Prediction Using Graph Neural Networks Jovita Lukasik David Friede Heiner Stuckenschmidt M. Keuper GNN AI4CE 33 10 0 19 Oct 2020
Neuralizing Efficient Higher-order Belief Propagation Mohammed Haroon Dupty W. Lee 27 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 39 37 0 19 Oct 2020
Predicting Biomedical Interactions with Higher-Order Graph Convolutional Networks K. Kishan Rui Li F. Cui Anne R. Haake GNN 6 25 0 16 Oct 2020
New Ideas and Trends in Deep Multimodal Content Understanding: A Review Wei-Neng Chen Weiping Wang Li Liu M. Lew VLM 110 31 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 14 2 0 15 Oct 2020
Identifying Possible Rumor Spreaders on Twitter: A Weak Supervised Learning Approach Shakshi Sharma Rajesh Sharma 14 31 0 15 Oct 2020
Disentangled Dynamic Graph Deep Generation Wenbin Zhang Liming Zhang Dieter Pfoser Liang Zhao 19 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 9 49 0 14 Oct 2020
Medical Code Assignment with Gated Convolution and Note-Code Interaction Shaoxiong Ji Shirui Pan Pekka Marttinen MedIm 11 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 8 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 8 84 0 12 Oct 2020
Webly Supervised Image Classification with Metadata: Automatic Noisy Label Correction via Visual-Semantic Graph Jingkang Yang Weirong Chen Litong Feng Xiaopeng Yan Huabin Zheng Wayne Zhang NoLa 22 13 0 12 Oct 2020
A Practical Tutorial on Graph Neural Networks I. Ward J. Joyner C. Lickfold Yulan Guo Bennamoun GNN AI4CE 22 12 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 9 4 0 09 Oct 2020
Smooth Variational Graph Embeddings for Efficient Neural Architecture Search Jovita Lukasik David Friede Arber Zela Frank Hutter M. Keuper 15 19 0 09 Oct 2020
Using Graph Neural Networks for Mass Spectrometry Prediction Hao Zhu Liping Liu S. Hassoun 11 16 0 09 Oct 2020
HyperSAGE: Generalizing Inductive Representation Learning on Hypergraphs Devanshu Arya D. K. Gupta S. Rudinac M. Worring 8 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-Long Jiang 21 278 0 09 Oct 2020
Simplicial Neural Networks Stefania Ebli M. Defferrard Gard Spreemann GNN 6 124 0 07 Oct 2020
Scene Graph Modification Based on Natural Language Commands Xuanli He Quan Hung Tran Gholamreza Haffari Walter Chang Trung Bui Zhe-nan Lin Franck Dernoncourt Nhan Dam GNN 30 9 0 06 Oct 2020
Knowledge Discovery in Cryptocurrency Transactions: A Survey Xiao Fan Liu Xin-Jian Jiang Si-Hao Liu C. Tse 14 56 0 02 Oct 2020
Cell Complex Neural Networks Mustafa Hajij Kyle Istvan Ghada Zamzmi 12 54 0 02 Oct 2020
Multi-grained Semantics-aware Graph Neural Networks Zhiqiang Zhong Chengzong Li Jun Pang AI4CE 6 8 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 14 225 0 30 Sep 2020
GCNNMatch: Graph Convolutional Neural Networks for Multi-Object Tracking via Sinkhorn Normalization Ioannis Papakis Abhijit Sarkar Anuj Karpatne VOT 8 54 0 30 Sep 2020
Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks U. Shanthamallu Jayaraman J. Thiagarajan A. Spanias AAML 19 16 0 30 Sep 2020
Multi-hop Attention Graph Neural Network Guangtao Wang Rex Ying Jing Huang J. Leskovec 17 130 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 9 17 0 29 Sep 2020
Medical Image Segmentation Using Deep Learning: A Survey Risheng Wang Tao Lei Xiaogang Du Yong Wan Hongying Meng A. Nandi SSeg OOD 25 543 0 28 Sep 2020
DWIE: an entity-centric dataset for multi-task document-level information extraction Klim Zaporojets Johannes Deleu Chris Develder Thomas Demeester 12 58 0 26 Sep 2020
Inductive Graph Embeddings through Locality Encodings Nurudin Alvarez-Gonzalez Andreas Kaltenbrunner Vicencc Gómez GNN 8 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 11 21 0 25 Sep 2020
Attribute Propagation Network for Graph Zero-shot Learning Lu Liu Tianyi Zhou Guodong Long Jing Jiang Chengqi Zhang VLM 6 75 0 24 Sep 2020
Learning Graph Normalization for Graph Neural Networks Yihao Chen Xin Tang Xianbiao Qi Chun-Guang Li Rong Xiao AI4CE 6 50 0 24 Sep 2020
Multi-View Brain HyperConnectome AutoEncoder For Brain State Classification Alin Banka Inis Buzi I. Rekik 20 10 0 24 Sep 2020
Distributed Structured Actor-Critic Reinforcement Learning for Universal Dialogue Management Zhi Chen Lu Chen Xiaoyuan Liu Kai Yu 20 20 0 22 Sep 2020
Evolutionary Architecture Search for Graph Neural Networks Min Shi David A. Wilson Xingquan Zhu Yu Huang Zhuang Yuan Jianxun Liu Yufei Tang AI4CE 24 22 0 21 Sep 2020
Latent State Inference in a Spatiotemporal Generative Model Matthias Karlbauer Tobias Menge S. Otte Hendrik P. A. Lensch Thomas Scholten V. Wulfmeyer Martin Volker Butz 12 1 0 21 Sep 2020
Multi-Level Graph Convolutional Network with Automatic Graph Learning for Hyperspectral Image Classification Sheng Wan Chen Gong Shirui Pan Jie-jin Yang Jian Yang 25 3 0 19 Sep 2020
Inferring, Predicting, and Denoising Causal Wave Dynamics Matthias Karlbauer S. Otte Hendrik P. A. Lensch Thomas Scholten V. Wulfmeyer Martin Volker Butz 14 3 0 19 Sep 2020
Recurrent Graph Tensor Networks: A Low-Complexity Framework for Modelling High-Dimensional Multi-Way Sequence Y. Xu Danilo P. Mandic GNN 12 4 0 18 Sep 2020
Chemical Property Prediction Under Experimental Biases Yang Liu H. Kashima AI4CE 17 1 0 18 Sep 2020
Graph representation forecasting of patient's medical conditions: towards a digital twin Pietro Barbiero Ramon Vinas Torné Pietro Lió AI4CE 13 12 0 17 Sep 2020
Answering Any-hop Open-domain Questions with Iterative Document Reranking Ping Nie Yuyu Zhang Arun Ramamurthy Le Song 23 20 0 16 Sep 2020
Graph Convolution Networks Using Message Passing and Multi-Source Similarity Features for Predicting circRNA-Disease Association Thosini Bamunu Mudiyanselage Xiu-juan Lei Nipuna Senanayake Yanqing Zhang Yi Pan GNN 8 6 0 15 Sep 2020
Contrastive and Generative Graph Convolutional Networks for Graph-based Semi-Supervised Learning Sheng Wan Shirui Pan Jian Yang Chen Gong SSL 17 136 0 15 Sep 2020