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Inductive Representation Learning on Large Graphs

7 June 2017

Papers citing "Inductive Representation Learning on Large Graphs"

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Title
Attribute2vec: Deep Network Embedding Through Multi-Filtering GCN Tingyi Wanyan Chenwei Zhang A. Azad Xiaomin Liang Daifeng Li Ying Ding 42 2 0 03 Apr 2020
Counterfactual Multi-Agent Reinforcement Learning with Graph Convolution Communication Jianyu Su Stephen C. Adams Peter A. Beling 66 26 0 01 Apr 2020
Learning to Cluster Faces via Confidence and Connectivity Estimation Lei Yang Dapeng Chen Xiaohang Zhan Rui Zhao Chen Change Loy Dahua Lin 3DH GNN CVBM 46 88 0 01 Apr 2020
Heterogeneous Network Representation Learning: A Unified Framework with Survey and Benchmark Carl Yang Yuxin Xiao Yu Zhang Yizhou Sun Jiawei Han AI4TS 156 58 0 01 Apr 2020
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition Ziyu Liu Hongwen Zhang Zhenghao Chen Zhiyong Wang Wanli Ouyang 156 838 0 31 Mar 2020
Gossip and Attend: Context-Sensitive Graph Representation Learning Zekarias T. Kefato Sarunas Girdzijauskas 41 7 0 30 Mar 2020
Revisiting Over-smoothing in Deep GCNs Chaoqi Yang Ruijie Wang Shuochao Yao Shengzhong Liu Tarek Abdelzaher 93 98 0 30 Mar 2020
L $^2$ -GCN: Layer-Wise and Learned Efficient Training of Graph Convolutional Networks Yuning You Tianlong Chen Zhangyang Wang Yang Shen GNN 223 82 0 30 Mar 2020
Empirical Comparison of Graph Embeddings for Trust-Based Collaborative Filtering Tomislav Duricic Hussain Hussain Emanuel Lacić Dominik Kowald D. Helic Elisabeth Lex FedML 34 3 0 30 Mar 2020
Temporal Network Representation Learning via Historical Neighborhoods Aggregation Shixun Huang Z. Bao Guoliang Li Yanghao Zhou J. Culpepper AI4TS 96 18 0 30 Mar 2020
Density-Aware Graph for Deep Semi-Supervised Visual Recognition Suichan Li B. Liu Dongdong Chen Qi Chu Lu Yuan Nenghai Yu 82 30 0 30 Mar 2020
A Graph to Graphs Framework for Retrosynthesis Prediction Chence Shi Minkai Xu Hongyu Guo Ming Zhang Jian Tang 70 154 0 28 Mar 2020
The impossibility of low rank representations for triangle-rich complex networks C. Seshadhri Aneesh Sharma Andrew Stolman Ashish Goel GNN 89 67 0 27 Mar 2020
word2vec, node2vec, graph2vec, X2vec: Towards a Theory of Vector Embeddings of Structured Data Martin Grohe 96 174 0 27 Mar 2020
Progressive Graph Convolutional Networks for Semi-Supervised Node Classification Negar Heidari Alexandros Iosifidis GNN 68 14 0 27 Mar 2020
A Collective Learning Framework to Boost GNN Expressiveness Mengyue Hang Jennifer Neville Bruno Ribeiro AI4CE 132 4 0 26 Mar 2020
Bridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks M. Balcilar G. Renton Pierre Héroux Benoit Gaüzère Sébastien Adam P. Honeine 70 60 0 26 Mar 2020
Distilling Knowledge from Graph Convolutional Networks Yiding Yang Jiayan Qiu Xiuming Zhang Dacheng Tao Xinchao Wang 242 233 0 23 Mar 2020
GeoGraph: Learning graph-based multi-view object detection with geometric cues end-to-end A. Nassar Stefano Dáronco Sébastien Lefèvre Jan Dirk Wegner ObjD 58 3 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
SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection Xiaoya Li Yuxian Meng Mingxin Zhou Qinghong Han Leilei Gan Jiwei Li 88 20 0 22 Mar 2020
Probabilistic Dual Network Architecture Search on Graphs Yiren Zhao Duo Wang Xitong Gao Robert D. Mullins Pietro Lio M. Jamnik GNN AI4CE 108 27 0 21 Mar 2020
An Uncoupled Training Architecture for Large Graph Learning Dalong Yang Chuan Chen Youhao Zheng Zibin Zheng Shih-wei Liao GNN 38 1 0 21 Mar 2020
Towards Time-Aware Context-Aware Deep Trust Prediction in Online Social Networks S. Ghafari 29 2 0 21 Mar 2020
Affinity Graph Supervision for Visual Recognition Chu Wang Babak Samari Vladimir G. Kim S. Chaudhuri Kaleem Siddiqi GNN 59 8 0 19 Mar 2020
Unsupervised Hierarchical Graph Representation Learning by Mutual Information Maximization Fei Ding Xiaohong Zhang Justin Sybrandt Ilya Safro SSL 29 6 0 18 Mar 2020
Scattering GCN: Overcoming Oversmoothness in Graph Convolutional Networks Yimeng Min Frederik Wenkel Guy Wolf GNN 155 114 0 18 Mar 2020
Adaptive-Step Graph Meta-Learner for Few-Shot Graph Classification Ning Ma Jiajun Bu Jieyu Yang Zhen Zhang Chengwei Yao Zhi Yu Sheng Zhou Xifeng Yan 72 5 0 18 Mar 2020
Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion Prediction Maosen Li Siheng Chen Yangheng Zhao Ya Zhang Yanfeng Wang Qi Tian AI4CE 3DH 147 309 0 17 Mar 2020
Spectral Graph Attention Network with Fast Eigen-approximation Heng Chang Yu Rong Tingyang Xu Wenbing Huang Somayeh Sojoudi Junzhou Huang Wenwu Zhu GNN 82 34 0 16 Mar 2020
ReLaText: Exploiting Visual Relationships for Arbitrary-Shaped Scene Text Detection with Graph Convolutional Networks Chixiang Ma Lei-huan Sun Zhuoyao Zhong Qiang Huo 74 56 0 16 Mar 2020
Collaborative Motion Prediction via Neural Motion Message Passing Yue Hu Siheng Chen Ya Zhang Xiao Gu 66 105 0 14 Mar 2020
Evaluating Logical Generalization in Graph Neural Networks Koustuv Sinha Shagun Sodhani Joelle Pineau William L. Hamilton NAI AI4CE 101 23 0 14 Mar 2020
Inducing Optimal Attribute Representations for Conditional GANs Binod Bhattarai Tae-Kyun Kim GAN 139 19 0 13 Mar 2020
Methods for Actors in the Electric Power System to Prevent, Detect and React to ICT Attacks and Failures D. Velde Martin Henze Philipp Kathmann Erik Wassermann Michael Andres ... P. Linnartz Benjamin Meyer Simon Ofner T. Pletzer R. Sethmann 38 25 0 13 Mar 2020
Topological Effects on Attacks Against Vertex Classification B. A. Miller Mustafa Çamurcu Alexander J. Gomez Kevin S. Chan Tina Eliassi-Rad AAML 53 2 0 12 Mar 2020
Reinforced Negative Sampling over Knowledge Graph for Recommendation Xiang Wang Yaokun Xu Xiangnan He Yixin Cao Meng Wang Tat-Seng Chua OffRL 75 185 0 12 Mar 2020
A Graph Attention Spatio-temporal Convolutional Network for 3D Human Pose Estimation in Video Junfa Liu Juan Rojas Zhijun Liang Yihui Li Yisheng Guang 3DH 110 15 0 11 Mar 2020
A Survey on The Expressive Power of Graph Neural Networks Ryoma Sato 404 173 0 09 Mar 2020
Link Prediction using Graph Neural Networks for Master Data Management Balaji Ganesan Srinivas Parkala Neeraj R Singh Sumit Bhatia Gayatri Mishra Matheen Ahmed Pasha Hima Patel Somashekar Naganna AI4CE 73 11 0 07 Mar 2020
Neural Operator: Graph Kernel Network for Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar 235 753 0 07 Mar 2020
IG-RL: Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control François-Xavier Devailly Denis Larocque Laurent Charlin AI4CE 128 70 0 06 Mar 2020
Cross-GCN: Enhancing Graph Convolutional Network with $k$ -Order Feature Interactions Fuli Feng Xiangnan He Hanwang Zhang Tat-Seng Chua 106 11 0 05 Mar 2020
PushNet: Efficient and Adaptive Neural Message Passing Julian Busch Jiaxing Pi T. Seidl GNN 104 12 0 04 Mar 2020
Learning to Hash with Graph Neural Networks for Recommender Systems Qiaoyu Tan Ninghao Liu Xing Zhao Hongxia Yang Jingren Zhou Helen Zhou 163 94 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 126 65 0 03 Mar 2020
Heterogeneous Graph Transformer Ziniu Hu Yuxiao Dong Kuansan Wang Yizhou Sun 357 1,220 0 03 Mar 2020
Benchmarking Graph Neural Networks Vijay Prakash Dwivedi Chaitanya K. Joshi Anh Tuan Luu T. Laurent Yoshua Bengio Xavier Bresson 645 958 0 02 Mar 2020
Permutation Invariant Graph Generation via Score-Based Generative Modeling Chenhao Niu Yang Song Jiaming Song Shengjia Zhao Aditya Grover Stefano Ermon DiffM 81 274 0 02 Mar 2020
Graph Representation Learning for Merchant Incentive Optimization in Mobile Payment Marketing Ziqi Liu Dong Wang Qianyu Yu Qing Cui Yue Shen ... Leon Wenliang Zhong Jinjie Gu Jun Zhou Shuang Yang Yuan Qi OffRL 40 16 0 27 Feb 2020