Deeper Insights into Graph Convolutional Networks for Semi-Supervised Learning

22 January 2018

Xiao-Ming Wu

Papers citing "Deeper Insights into Graph Convolutional Networks for Semi-Supervised Learning"

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Title
Post-OCR Paragraph Recognition by Graph Convolutional Networks Renshen Wang Yasuhisa Fujii Ashok Popat GNN 39 20 0 29 Jan 2021
Interpreting and Unifying Graph Neural Networks with An Optimization Framework Meiqi Zhu Xiao Wang C. Shi Houye Ji Peng Cui AI4CE 56 198 0 28 Jan 2021
Learning Parametrised Graph Shift Operators George Dasoulas J. Lutzeyer Michalis Vazirgiannis OOD 24 21 0 25 Jan 2021
A Unifying Generative Model for Graph Learning Algorithms: Label Propagation, Graph Convolutions, and Combinations Junteng Jia Austin R. Benson 29 28 0 19 Jan 2021
Heterogeneous Similarity Graph Neural Network on Electronic Health Records Zheng Liu Xiaohan Li Hao Peng Lifang He Philip S. Yu 32 64 0 17 Jan 2021
BiGCN: A Bi-directional Low-Pass Filtering Graph Neural Network Zhixiang Chen Tengfei Ma Zhihua Jin Yangqiu Song Yangkun Wang GNN 44 5 0 14 Jan 2021
Symmetry-adapted graph neural networks for constructing molecular dynamics force fields Zun Wang Chong Wang Sibo Zhao Shiqiao Du Yong Xu B. Gu W. Duan AI4CE 37 14 0 08 Jan 2021
Dynamic Graph Collaborative Filtering Xiaohan Li Mengqi Zhang Shu Wu Zheng Liu Liang Wang Philip S. Yu 105 70 0 08 Jan 2021
GraphHop: An Enhanced Label Propagation Method for Node Classification Tian Xie Bin Wang C.-C. Jay Kuo 30 36 0 07 Jan 2021
Discourse-level Relation Extraction via Graph Pooling I-Hung Hsu Xiaoyu Guo Premkumar Natarajan Nanyun Peng GNN AI4CE 55 11 0 01 Jan 2021
Adaptive Graph Diffusion Networks Chuxiong Sun Jie Hu Hongming Gu Jinpeng Chen Mingchuan Yang GNN DiffM AI4CE 23 12 0 30 Dec 2020
Infer-AVAE: An Attribute Inference Model Based on Adversarial Variational Autoencoder Yadong Zhou Zhihao Ding Xiaoming Liu Chao Shen Lingling Tong X. Guan BDL DRL 21 8 0 30 Dec 2020
Signed Graph Diffusion Network Jinhong Jung Jaemin Yoo U. Kang GNN DiffM 34 17 0 28 Dec 2020
A pipeline for fair comparison of graph neural networks in node classification tasks Wentao Zhao Dalin Zhou X. Qiu Wei Jiang 16 5 0 19 Dec 2020
Shape My Face: Registering 3D Face Scans by Surface-to-Surface Translation Mehdi Bahri Eimear O' Sullivan Shunwang Gong Feng Liu Xiaoming Liu M. Bronstein Stefanos Zafeiriou CVBM 3DH 34 16 0 16 Dec 2020
Graph Neural Networks: Taxonomy, Advances and Trends Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 30 117 0 16 Dec 2020
Rethinking the Promotion Brought by Contrastive Learning to Semi-Supervised Node Classification Deli Chen Yankai Lin Lei Li Xuancheng Ren Peng Li Jie Zhou Xu Sun 32 5 0 14 Dec 2020
Blindfolded Attackers Still Threatening: Strict Black-Box Adversarial Attacks on Graphs Jiarong Xu Yizhou Sun Xin Jiang Yanhao Wang Yang Yang Chunping Wang Jiangang Lu AAML 37 14 0 12 Dec 2020
GNN-XML: Graph Neural Networks for Extreme Multi-label Text Classification Daoming Zong Shiliang Sun 11 9 0 10 Dec 2020
Spatiotemporal Graph Neural Network based Mask Reconstruction for Video Object Segmentation Daizong Liu Shuangjie Xu Xiao-Yang Liu Zichuan Xu Wei Wei Pan Zhou VOS 26 21 0 10 Dec 2020
LCS Graph Kernel Based on Wasserstein Distance in Longest Common Subsequence Metric Space Jianming Huang Zhongxi Fang Hiroyuki Kasai 23 20 0 07 Dec 2020
NCGNN: Node-Level Capsule Graph Neural Network for Semisupervised Classification Rui Yang Wenrui Dai Chenglin Li Junni Zou H. Xiong 39 20 0 07 Dec 2020
Coarse-to-Fine Entity Representations for Document-level Relation Extraction Damai Dai Jingjing Ren Shuang Zeng Baobao Chang Zhifang Sui AI4TS 21 3 0 04 Dec 2020
Deep Graph Neural Networks with Shallow Subgraph Samplers Hanqing Zeng Muhan Zhang Yinglong Xia Ajitesh Srivastava Andrey Malevich Rajgopal Kannan Viktor Prasanna Long Jin Ren Chen GNN 14 24 0 02 Dec 2020
A Survey on Heterogeneous Graph Embedding: Methods, Techniques, Applications and Sources Xiao Wang Deyu Bo C. Shi Shaohua Fan Yanfang Ye Philip S. Yu AI4TS 38 295 0 30 Nov 2020
Cyclic Label Propagation for Graph Semi-supervised Learning Zhao Li Yixin Liu Zhen Zhang Shirui Pan Jianliang Gao Jiajun Bu 21 7 0 24 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 24 31 0 22 Nov 2020
Stacked Graph Filter Hoang NT Takanori Maehara T. Murata GNN 22 4 0 22 Nov 2020
Scalable Graph Neural Networks for Heterogeneous Graphs Lingfan Yu Jiajun Shen Jinyang Li Adam Lerer GNN 38 49 0 19 Nov 2020
Node Similarity Preserving Graph Convolutional Networks Wei Jin Tyler Derr Yiqi Wang Yao Ma Zitao Liu Jiliang Tang 36 249 0 19 Nov 2020
Graph-Based Neural Network Models with Multiple Self-Supervised Auxiliary Tasks Franco Manessi A. Rozza SSL 22 40 0 14 Nov 2020
Learning to Drop: Robust Graph Neural Network via Topological Denoising Dongsheng Luo Wei Cheng Wenchao Yu Bo Zong Jingchao Ni Haifeng Chen Xiang Zhang OOD 21 259 0 13 Nov 2020
Heterogeneous Graph Collaborative Filtering Zekun Li Yujia Zheng Shu Wu Xiaoyu Zhang Liang Wang 22 6 0 13 Nov 2020
Attentive Social Recommendation: Towards User And Item Diversities Dongsheng Luo Yuchen Bian Xiang Zhang Jun Huan 28 4 0 09 Nov 2020
Dual ResGCN for Balanced Scene GraphGeneration Jingyi Zhang Yong Zhang Baoyuan Wu Yanbo Fan Fumin Shen Heng Tao Shen 28 12 0 09 Nov 2020
Automorphic Equivalence-aware Graph Neural Network Fengli Xu Quanming Yao Pan Hui Yong Li 23 5 0 09 Nov 2020
Graph Neural Networks in Recommender Systems: A Survey Shiwen Wu Fei Sun Wentao Zhang Xu Xie Bin Cui GNN 65 1,185 0 04 Nov 2020
On Self-Distilling Graph Neural Network Y. Chen Yatao Bian Xi Xiao Yu Rong Tingyang Xu Junzhou Huang FedML 27 48 0 04 Nov 2020
Relational Graph Learning on Visual and Kinematics Embeddings for Accurate Gesture Recognition in Robotic Surgery Yonghao Long J. Wu Bo Lu Yueming Jin Mathias Unberath Yunhui Liu Pheng Ann Heng Qi Dou 32 39 0 03 Nov 2020
Convergence of Graph Laplacian with kNN Self-tuned Kernels Xiuyuan Cheng Hau‐Tieng Wu 16 23 0 03 Nov 2020
On the Impact of Communities on Semi-supervised Classification Using Graph Neural Networks Hussain Hussain Tomislav Duricic Elisabeth Lex Roman Kern D. Helic AI4MH 30 4 0 30 Oct 2020
On Graph Neural Networks versus Graph-Augmented MLPs Lei Chen Zhengdao Chen Joan Bruna 21 44 0 28 Oct 2020
Geometric Scattering Attention Networks Yimeng Min Frederik Wenkel Guy Wolf 21 9 0 28 Oct 2020
Learning to Infer Unseen Attribute-Object Compositions Hui Chen Zhixiong Nan Jingjing Jiang N. Zheng OCL CoGe 14 8 0 27 Oct 2020
A Simple Spectral Failure Mode for Graph Convolutional Networks Carey E. Priebe Cencheng Shen Ningyuan Huang Tianyi Chen GNN 19 7 0 25 Oct 2020
Primal-Dual Mesh Convolutional Neural Networks Francesco Milano Antonio Loquercio Antoni Rosinol Davide Scaramuzza Luca Carlone 3DPC AI4CE 59 90 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 35 102 0 23 Oct 2020
Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method Fuli Feng Weiran Huang Xiangnan He Xin Xin Qifan Wang Tat-Seng Chua GNN CML 23 63 0 22 Oct 2020
Metapath- and Entity-aware Graph Neural Network for Recommendation Muhammad Umer Anwaar Zhiwei Han Shyam Arumugaswamy Rayyan Ahmad Khan Thomas Weber Tianming Qiu Hao Shen Yuanting Liu M. Kleinsteuber 21 8 0 22 Oct 2020
Joint Use of Node Attributes and Proximity for Semi-Supervised Classification on Graphs Arpit Merchant M. Mathioudakis 15 1 0 22 Oct 2020