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
Higher-Order Implicit Fairing Networks for 3D Human Pose Estimation Jianning Quan A. Ben Hamza 3DH 88 13 0 01 Nov 2021
Graph Embedding with Hierarchical Attentive Membership Lu Lin Ethan Blaser Hongning Wang 123 10 0 31 Oct 2021
On Provable Benefits of Depth in Training Graph Convolutional Networks Weilin Cong M. Ramezani M. Mahdavi 72 76 0 28 Oct 2021
VACA: Design of Variational Graph Autoencoders for Interventional and Counterfactual Queries Pablo Sánchez-Martín Miriam Rateike Isabel Valera CML BDL 79 14 0 27 Oct 2021
Transformers Generalize DeepSets and Can be Extended to Graphs and Hypergraphs Jinwoo Kim Saeyoon Oh Seunghoon Hong AI4CE 66 42 0 27 Oct 2021
Node Dependent Local Smoothing for Scalable Graph Learning Wentao Zhang Mingyu Yang Zeang Sheng Yang Li Wenbin Ouyang Yangyu Tao Zhi-Xin Yang Tengjiao Wang 87 70 0 27 Oct 2021
Node-wise Localization of Graph Neural Networks Zemin Liu Yuan Fang Chenghao Liu Guosheng Lin 88 25 0 27 Oct 2021
Deeper-GXX: Deepening Arbitrary GNNs Lecheng Zheng Dongqi Fu Ross Maciejewski Jingrui He 63 11 0 26 Oct 2021
CTRN: Class-Temporal Relational Network for Action Detection Rui Dai Srijan Das Francois Bremond ViT 65 22 0 26 Oct 2021
Gophormer: Ego-Graph Transformer for Node Classification Jianan Zhao Chaozhuo Li Qian Wen Yiqi Wang Yuming Liu Hao Sun Xing Xie Yanfang Ye 69 84 0 25 Oct 2021
Adaptive Gaussian Processes on Graphs via Spectral Graph Wavelets Felix L. Opolka Yin-Cong Zhi Pietro Lio Xiaowen Dong 60 19 0 25 Oct 2021
Distance-wise Prototypical Graph Neural Network in Node Imbalance Classification Yu Wang Siegfried Mercelis Hanyu Wang 116 22 0 22 Oct 2021
ifMixup: Interpolating Graph Pair to Regularize Graph Classification Hongyu Guo Yongyi Mao 74 11 0 18 Oct 2021
DPGNN: Dual-Perception Graph Neural Network for Representation Learning Li Zhou Wenyu Chen DingYi Zeng Shaohuan Cheng Wanlong Liu Malu Zhang Hong Qu 61 9 0 15 Oct 2021
Why Propagate Alone? Parallel Use of Labels and Features on Graphs Yangkun Wang Jiarui Jin Weinan Zhang Yongyi Yang Jiuhai Chen Quan Gan Yong Yu Zheng Zhang Zengfeng Huang David Wipf AAML 129 12 0 14 Oct 2021
SoGCN: Second-Order Graph Convolutional Networks Peihao Wang Yuehao Wang Hua Lin Jianbo Shi 87 3 0 14 Oct 2021
New Insights into Graph Convolutional Networks using Neural Tangent Kernels Mahalakshmi Sabanayagam Pascal Esser Debarghya Ghoshdastidar 64 6 0 08 Oct 2021
Topology-Imbalance Learning for Semi-Supervised Node Classification Deli Chen Yankai Lin Guangxiang Zhao Xuancheng Ren Peng Li Jie Zhou Xu Sun 89 91 0 08 Oct 2021
Graph Pointer Neural Networks Tian-bao Yang Yujing Wang Z. Yue Yaming Yang Yunhai Tong Jing Bai 110 37 0 03 Oct 2021
Be Confident! Towards Trustworthy Graph Neural Networks via Confidence Calibration Xiao Wang Hongrui Liu Chuan Shi Cheng Yang UQCV 191 122 0 29 Sep 2021
Meta-Aggregator: Learning to Aggregate for 1-bit Graph Neural Networks Yongcheng Jing Yiding Yang Xinchao Wang Xiuming Zhang Dacheng Tao 114 42 0 27 Sep 2021
Scalable deeper graph neural networks for high-performance materials property prediction Sadman Sadeed Omee Steph-Yves M. Louis Nihang Fu Lai Wei Sourin Dey Rongzhi Dong Qinyang Li Jianjun Hu 132 77 0 25 Sep 2021
Untrained Graph Neural Networks for Denoising Samuel Rey Santiago Segarra Reinhard Heckel A. Marques 99 30 0 24 Sep 2021
Orthogonal Graph Neural Networks Kai Guo Kaixiong Zhou Helen Zhou Yu Li Yi Chang Xin Wang 101 36 0 23 Sep 2021
Graph Neural Netwrok with Interaction Pattern for Group Recommendation Bo Wang Yuheng Lu 26 1 0 21 Sep 2021
Instance-wise Graph-based Framework for Multivariate Time Series Forecasting Wentao Xu Weiqing Liu Jiang Bian Jian Yin Tie-Yan Liu AI4TS 51 7 0 14 Sep 2021
Adaptive Proposal Generation Network for Temporal Sentence Localization in Videos Daizong Liu Xiaoye Qu Jianfeng Dong Pan Zhou 90 55 0 14 Sep 2021
Predicting the outcome of team movements -- Player time series analysis using fuzzy and deep methods for representation learning Omid Shokrollahi Bahman Rohani A. Nobakhti AI4TS 27 3 0 13 Sep 2021
Is Heterophily A Real Nightmare For Graph Neural Networks To Do Node Classification? Sitao Luan Chenqing Hua Qincheng Lu Jiaqi Zhu Mingde Zhao Shuyuan Zhang Xiaoming Chang Doina Precup 110 115 0 12 Sep 2021
FedTriNet: A Pseudo Labeling Method with Three Players for Federated Semi-supervised Learning Liwei Che Zewei Long Jiaqi Wang Yaqing Wang Houping Xiao Fenglong Ma FedML 73 24 0 12 Sep 2021
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph Nuttapong Chairatanakul Noppayut Sriwatanasakdi Nontawat Charoenphakdee Xin Liu T. Murata 70 4 0 09 Sep 2021
MaterialsAtlas.org: A Materials Informatics Web App Platform for Materials Discovery and Survey of State-of-the-Art Jianjun Hu Stanislav Stefanov Yuqi Song Sadman Sadeed Omee Steph-Yves M. Louis Edirisuriya M Dilanga Siriwardane Yong Zhao 90 34 0 09 Sep 2021
Local Augmentation for Graph Neural Networks Songtao Liu Rex Ying Hanze Dong Lanqing Li Tingyang Xu Yu Rong P. Zhao Junzhou Huang Dinghao Wu 130 95 0 08 Sep 2021
Multiscale Laplacian Learning Ekaterina Merkurjev D. Nguyen Guo-Wei Wei 77 4 0 08 Sep 2021
Attentive Knowledge-aware Graph Convolutional Networks with Collaborative Guidance for Personalized Recommendation Yankai Chen Yaming Yang Yujing Wang Jing Bai Xiangchen Song Irwin King 65 59 0 05 Sep 2021
Training Graph Neural Networks by Graphon Estimation Ziqing Hu Yihao Fang Lizhen Lin 38 6 0 04 Sep 2021
Node Feature Kernels Increase Graph Convolutional Network Robustness M. Seddik Changmin Wu J. Lutzeyer Michalis Vazirgiannis AAML 55 8 0 04 Sep 2021
An Empirical Study of Graph Contrastive Learning Yanqiao Zhu Yichen Xu Qiang Liu Shu Wu 97 173 0 02 Sep 2021
Multiplex Graph Neural Network for Extractive Text Summarization Baoyu Jing Zeyu You Tao Yang Wei Fan Hanghang Tong 94 43 0 29 Aug 2021
Group-Aware Graph Neural Network for Nationwide City Air Quality Forecasting Ling-Hao Chen Jiahui Xu Binqing Wu Yuntao Qian Zhenhong Du Yansheng Li Jianlong Huang AI4TS 95 42 0 27 Aug 2021
Towards Self-Explainable Graph Neural Network Enyan Dai Suhang Wang 111 90 0 26 Aug 2021
DSKReG: Differentiable Sampling on Knowledge Graph for Recommendation with Relational GNN Yu Wang Zhiwei Liu Ziwei Fan Lichao Sun Philip S. Yu 73 48 0 26 Aug 2021
Spatio-Temporal Dynamic Inference Network for Group Activity Recognition Hangjie Yuan Dong Ni Mang Wang AI4CE 57 82 0 26 Aug 2021
Tree Decomposed Graph Neural Network Yu Wang Hanyu Wang 60 71 0 25 Aug 2021
Graph Neural Networks: Methods, Applications, and Opportunities Lilapati Waikhom Ripon Patgiri GNN 95 42 0 24 Aug 2021
Bag of Tricks for Training Deeper Graph Neural Networks: A Comprehensive Benchmark Study Tianlong Chen Kaixiong Zhou Keyu Duan Wenqing Zheng Peihao Wang Helen Zhou Zhangyang Wang AAML GNN 67 66 0 24 Aug 2021
Graph Attention MLP with Reliable Label Utilization Wentao Zhang Ziqi Yin Zeang Sheng Wenbin Ouyang Xiaosen Li Yangyu Tao Zhi-Xin Yang Tengjiao Wang GNN 71 3 0 23 Aug 2021
SiReN: Sign-Aware Recommendation Using Graph Neural Networks Changwon Seo Kyeong-Joong Jeong Sungsu Lim Won-Yong Shin 46 19 0 19 Aug 2021
How Powerful is Graph Convolution for Recommendation? Yifei Shen Yongji Wu Yao Zhang Caihua Shan Jun Zhang Khaled B. Letaief Dongsheng Li GNN 77 102 0 17 Aug 2021
LinkTeller: Recovering Private Edges from Graph Neural Networks via Influence Analysis Fan Wu Yunhui Long Ce Zhang Yue Liu AAML 98 100 0 14 Aug 2021