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
Dual Temporal Memory Network for Efficient Video Object Segmentation Kaihua Zhang Long Wang Dong Liu Bo Liu Qingshan Liu Zhu Li VOS 21 15 0 13 Mar 2020
PushNet: Efficient and Adaptive Neural Message Passing Julian Busch Jiaxing Pi T. Seidl GNN 27 12 0 04 Mar 2020
Self-Supervised Graph Representation Learning via Global Context Prediction Zhen Peng Yixiang Dong Minnan Luo Xiao-Ming Wu Q. Zheng SSL 6 64 0 03 Mar 2020
SketchGNN: Semantic Sketch Segmentation with Graph Neural Networks Lumin Yang Jiajie Zhuang Hongbo Fu Xiangzhi Wei Kun Zhou Youyi Zheng 38 31 0 02 Mar 2020
Permutohedral-GCN: Graph Convolutional Networks with Global Attention Hesham Mostafa Marcel Nassar 16 7 0 02 Mar 2020
AdarGCN: Adaptive Aggregation GCN for Few-Shot Learning Jianhong Zhang Manli Zhang Zhiwu Lu Tao Xiang Ji-Rong Wen 14 11 0 28 Feb 2020
Few-Shot Learning on Graphs via Super-Classes based on Graph Spectral Measures Jatin Chauhan Deepak Nathani Manohar Kaul 25 69 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 29 45 0 27 Feb 2020
Dynamic Graph Correlation Learning for Disease Diagnosis with Incomplete Labels Daizong Liu Shuangjie Xu Pan Zhou Kun He Wei Wei Zichuan Xu 16 1 0 26 Feb 2020
Dual Graph Representation Learning Huiling Zhu Xin Luo Hankui Zhuo GNN 14 0 0 25 Feb 2020
Adaptive Propagation Graph Convolutional Network Indro Spinelli Simone Scardapane A. Uncini GNN 14 71 0 24 Feb 2020
Memory-Based Graph Networks Amir Hosein Khas Ahmadi Kaveh Hassani Parsa Moradi Leo Lee Q. Morris GNN 29 90 0 21 Feb 2020
Self-Enhanced GNN: Improving Graph Neural Networks Using Model Outputs Han Yang Xiao Yan XINYAN DAI Yongqiang Chen James Cheng 13 36 0 18 Feb 2020
Ripple Walk Training: A Subgraph-based training framework for Large and Deep Graph Neural Network Jiyang Bai Yuxiang Ren Jiawei Zhang GNN 19 29 0 17 Feb 2020
Unifying Graph Convolutional Neural Networks and Label Propagation Hongwei Wang J. Leskovec GNN 11 165 0 17 Feb 2020
Graph Convolutional Gaussian Processes For Link Prediction Felix L. Opolka Pietro Lió GNN 19 15 0 11 Feb 2020
Regularizing Semi-supervised Graph Convolutional Networks with a Manifold Smoothness Loss Qilin Li Wanquan Liu Ling Li 6 0 0 11 Feb 2020
Bilinear Graph Neural Network with Neighbor Interactions Hongmin Zhu Fuli Feng Xiangnan He Xiang Wang Yan Li Kai Zheng Yongdong Zhang 6 3 0 10 Feb 2020
Graph Neural Distance Metric Learning with Graph-Bert Jiawei Zhang 8 6 0 09 Feb 2020
Poisson Kernel Avoiding Self-Smoothing in Graph Convolutional Networks Ziqing Yang Shoudong Han Jun Zhao GNN 6 2 0 07 Feb 2020
LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation Xiangnan He Kuan Deng Xiang Wang Yan Li Yongdong Zhang Meng Wang GNN 13 3,506 0 06 Feb 2020
Structural Deep Clustering Network Deyu Bo Xiao Wang C. Shi Meiqi Zhu Emiao Lu Peng Cui GNN 15 484 0 05 Feb 2020
Modeling Global and Local Node Contexts for Text Generation from Knowledge Graphs Leonardo F. R. Ribeiro Yue Zhang Claire Gardent Iryna Gurevych 14 72 0 29 Jan 2020
Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach Lei Chen Le Wu Richang Hong Kun Zhang Meng Wang GNN 33 492 0 28 Jan 2020
PSC-Net: Learning Part Spatial Co-occurrence for Occluded Pedestrian Detection Jin Xie Yanwei Pang Hisham Cholakkal Rao Muhammad Anwer F. Khan Ling Shao 12 59 0 25 Jan 2020
Lattice-based Improvements for Voice Triggering Using Graph Neural Networks Pranay Dighe Saurabh N. Adya Nuoyu Li Srikanth Vishnubhotla Devang Naik Adithya Sagar Ying Ma S. Pulman Jason D. Williams 9 8 0 25 Jan 2020
Get Rid of Suspended Animation Problem: Deep Diffusive Neural Network on Graph Semi-Supervised Classification Jiawei Zhang GNN 8 4 0 22 Jan 2020
Node Masking: Making Graph Neural Networks Generalize and Scale Better Pushkar Mishra Aleksandra Piktus Gerard Goossen Fabrizio Silvestri AI4CE 28 14 0 17 Jan 2020
Graph-Bert: Only Attention is Needed for Learning Graph Representations Jiawei Zhang Haopeng Zhang Congying Xia Li Sun 18 296 0 15 Jan 2020
Tensor Graph Convolutional Networks for Text Classification Xien Liu Xinxin You Xiao Zhang Ji Wu Ping Lv GNN 21 244 0 12 Jan 2020
Graph-FCN for image semantic segmentation Yi Lu Yaran Chen Dongbin Zhao Jianxin Chen GNN SSeg 8 124 0 02 Jan 2020
A Gentle Introduction to Deep Learning for Graphs D. Bacciu Federico Errica A. Micheli Marco Podda AI4CE GNN 42 276 0 29 Dec 2019
An Attention-based Graph Neural Network for Heterogeneous Structural Learning Huiting Hong Hantao Guo Yucheng Lin Xiaoqing Yang Zang Li Jieping Ye 17 213 0 19 Dec 2019
Expanding Label Sets for Graph Convolutional Networks Mustafa Coşkun Burcu Bakir-Gungor Mehmet Koyutürk GNN 19 2 0 18 Dec 2019
Convolutional Dictionary Pair Learning Network for Image Representation Learning Zhao Zhang Yulin Sun Yang Wang Zhengjun Zha Shuicheng Yan Meng Wang 25 6 0 17 Dec 2019
Tracing the Propagation Path: A Flow Perspective of Representation Learning on Graphs Menghan Wang Kun Zhang Gulin Li Keping Yang Luo Si GNN 6 0 0 12 Dec 2019
Continuous Graph Neural Networks Louis-Pascal Xhonneux Meng Qu Jian Tang GNN 19 149 0 02 Dec 2019
Independence Promoted Graph Disentangled Networks Yanbei Liu Xiao Wang Shu Wu Zhitao Xiao 19 94 0 26 Nov 2019
Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction Weijia Zhang Hao Liu Yanchi Liu Jingbo Zhou Hui Xiong GNN 6 96 0 24 Nov 2019
Discrete and Continuous Deep Residual Learning Over Graphs Pedro H. C. Avelar Anderson R. Tavares Marco Gori Luís C. Lamb GNN 24 20 0 21 Nov 2019
Graph-Driven Generative Models for Heterogeneous Multi-Task Learning Wenlin Wang Hongteng Xu Zhe Gan Bai Li Guoyin Wang Liqun Chen Qian Yang Wenqi Wang Lawrence Carin BDL MedIm 6 14 0 20 Nov 2019
GLMNet: Graph Learning-Matching Networks for Feature Matching Bo Jiang Pengfei Sun Jin Tang B. Luo 15 34 0 18 Nov 2019
GraLSP: Graph Neural Networks with Local Structural Patterns Yilun Jin Guojie Song C. Shi 19 47 0 18 Nov 2019
Multi-Zone Unit for Recurrent Neural Networks Fandong Meng Jinchao Zhang Yang Liu Jie Zhou AI4CE 6 2 0 17 Nov 2019
A Hierarchy of Graph Neural Networks Based on Learnable Local Features M. Li Meng Dong Jiawei Zhou Alexander M. Rush AI4CE GNN 28 7 0 13 Nov 2019
GraphDefense: Towards Robust Graph Convolutional Networks Xiaoyun Wang Xuanqing Liu Cho-Jui Hsieh OOD AAML GNN 17 31 0 11 Nov 2019
HighwayGraph: Modelling Long-distance Node Relations for Improving General Graph Neural Network Deli Chen Xiaoqian Liu Yankai Lin Peng Li Jie Zhou Qi Su Xu Sun GNN 17 2 0 10 Nov 2019
Graph Convolutional Networks Meet with High Dimensionality Reduction Mustafa Coşkun GNN BDL 6 3 0 07 Nov 2019
GraphAIR: Graph Representation Learning with Neighborhood Aggregation and Interaction Fenyu Hu Yanqiao Zhu Shu Wu Weiran Huang Liang Wang T. Tan GNN 13 47 0 05 Nov 2019
Shoestring: Graph-Based Semi-Supervised Learning with Severely Limited Labeled Data Wanyu Lin Zhaolin Gao Baochun Li 8 1 0 28 Oct 2019