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"

50 / 1,098 papers shown

Title
Graph-based State Representation for Deep Reinforcement Learning Vikram Waradpande D. Kudenko Megha Khosla BDL 49 10 0 29 Apr 2020
Graph Convolutional Subspace Clustering: A Robust Subspace Clustering Framework for Hyperspectral Image Yaoming Cai Zijia Zhang Z. Cai Xiaobo Liu Xinwei Jiang Qin Yan 79 97 0 22 Apr 2020
Knowledge-guided Deep Reinforcement Learning for Interactive Recommendation Xiaocong Chen Chaoran Huang Lina Yao Xianzhi Wang Wei Liu Wenjie Zhang 129 36 0 17 Apr 2020
Jointly Modeling Aspect and Sentiment with Dynamic Heterogeneous Graph Neural Networks Shu Liu Wei Li Yunfang Wu Qi Su Xu Sun 36 9 0 14 Apr 2020
Graph Highway Networks Xin Xin Alexandros Karatzoglou Ioannis Arapakis J. Jose GNN 61 5 0 09 Apr 2020
Geometrically Principled Connections in Graph Neural Networks Shunwang Gong Mehdi Bahri M. Bronstein Stefanos Zafeiriou GNN AI4CE 89 21 0 06 Apr 2020
Let's Agree to Degree: Comparing Graph Convolutional Networks in the Message-Passing Framework Floris Geerts Filip Mazowiecki Guillermo A. Pérez GNN 105 38 0 06 Apr 2020
Distinguish Confusing Law Articles for Legal Judgment Prediction Nuo Xu Pinghui Wang Long Chen Li Pan Xiaoyan Wang Junzhou Zhao AILaw 132 165 0 06 Apr 2020
Revisiting Over-smoothing in Deep GCNs Chaoqi Yang Ruijie Wang Shuochao Yao Shengzhong Liu Tarek Abdelzaher 93 98 0 30 Mar 2020
Spatial Pyramid Based Graph Reasoning for Semantic Segmentation Xia Li Yibo Yang Qijie Zhao Tiancheng Shen Zhouchen Lin Hong Liu SSeg GNN 170 163 0 23 Mar 2020
K-Core based Temporal Graph Convolutional Network for Dynamic Graphs Jingxin Liu Chang Xu Chang Yin Weiqiang Wu You Song GNN 112 50 0 22 Mar 2020
CPR-GCN: Conditional Partial-Residual Graph Convolutional Network in Automated Anatomical Labeling of Coronary Arteries Han Yang Xingjian Zhen Ying Chi Lei Zhang Xiansheng Hua MedIm 53 46 0 19 Mar 2020
Scattering GCN: Overcoming Oversmoothness in Graph Convolutional Networks Yimeng Min Frederik Wenkel Guy Wolf GNN 151 114 0 18 Mar 2020
Monocular Depth Estimation Based On Deep Learning: An Overview Chaoqiang Zhao Qiyu Sun Chongzhen Zhang Yang Tang Feng Qian MDE 244 258 0 14 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 94 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
PushNet: Efficient and Adaptive Neural Message Passing Julian Busch Jiaxing Pi T. Seidl GNN 93 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 115 65 0 03 Mar 2020
SketchGNN: Semantic Sketch Segmentation with Graph Neural Networks Lumin Yang Jiajie Zhuang Hongbo Fu Xiangzhi Wei Kun Zhou Youyi Zheng 125 31 0 02 Mar 2020
Permutohedral-GCN: Graph Convolutional Networks with Global Attention Hesham Mostafa Marcel Nassar 69 7 0 02 Mar 2020
AdarGCN: Adaptive Aggregation GCN for Few-Shot Learning Jianhong Zhang Manli Zhang Zhiwu Lu Tao Xiang Ji-Rong Wen 74 12 0 28 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
Dynamic Graph Correlation Learning for Disease Diagnosis with Incomplete Labels Daizong Liu Shuangjie Xu Pan Zhou Kun He Wei Wei Zichuan Xu 39 1 0 26 Feb 2020
Dual Graph Representation Learning Huiling Zhu Xin Luo Hankui Zhuo GNN 26 0 0 25 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 161 91 0 21 Feb 2020
Self-Enhanced GNN: Improving Graph Neural Networks Using Model Outputs Han Yang Xiao Yan XINYAN DAI Yongqiang Chen James Cheng 131 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 94 32 0 17 Feb 2020
Unifying Graph Convolutional Neural Networks and Label Propagation Hongwei Wang J. Leskovec GNN 104 172 0 17 Feb 2020
Graph Convolutional Gaussian Processes For Link Prediction Felix L. Opolka Pietro Lio GNN 81 15 0 11 Feb 2020
Regularizing Semi-supervised Graph Convolutional Networks with a Manifold Smoothness Loss Qilin Li Wanquan Liu Ling Li 30 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 38 3 0 10 Feb 2020
Graph Neural Distance Metric Learning with Graph-Bert Jiawei Zhang 25 6 0 09 Feb 2020
Poisson Kernel Avoiding Self-Smoothing in Graph Convolutional Networks Ziqing Yang Shoudong Han Jun Zhao GNN 22 3 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 213 3,732 0 06 Feb 2020
Structural Deep Clustering Network Deyu Bo Xiao Wang C. Shi Meiqi Zhu Emiao Lu Peng Cui GNN 113 512 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 61 73 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 96 505 0 28 Jan 2020
PSC-Net: Learning Part Spatial Co-occurrence for Occluded Pedestrian Detection Jin Xie Yanwei Pang Hisham Cholakkal Rao Muhammad Anwer Fahad Shahbaz Khan Ling Shao 59 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 41 8 0 25 Jan 2020
Get Rid of Suspended Animation Problem: Deep Diffusive Neural Network on Graph Semi-Supervised Classification Jiawei Zhang GNN 50 4 0 22 Jan 2020
Node Masking: Making Graph Neural Networks Generalize and Scale Better Pushkar Mishra Aleksandra Piktus Gerard Goossen Fabrizio Silvestri AI4CE 68 14 0 17 Jan 2020
Graph-Bert: Only Attention is Needed for Learning Graph Representations Jiawei Zhang Haopeng Zhang Congying Xia Li Sun 109 308 0 15 Jan 2020
Tensor Graph Convolutional Networks for Text Classification Xien Liu Xinxin You Xiao Zhang Ji Wu Ping Lv GNN 67 254 0 12 Jan 2020
Graph-FCN for image semantic segmentation Yi Lu Yaran Chen Dongbin Zhao Jianxin Chen GNN SSeg 70 126 0 02 Jan 2020
A Gentle Introduction to Deep Learning for Graphs D. Bacciu Federico Errica Alessio Micheli Marco Podda AI4CE GNN 135 281 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 85 219 0 19 Dec 2019
Expanding Label Sets for Graph Convolutional Networks Mustafa Coşkun Burcu Bakir-Gungor Mehmet Koyutürk GNN 31 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 72 7 0 17 Dec 2019