Semi-Supervised Classification with Graph Convolutional Networks

9 September 2016

Papers citing "Semi-Supervised Classification with Graph Convolutional Networks"

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Title
Downstream Model Design of Pre-trained Language Model for Relation Extraction Task Cheng-rong Li Ye Tian 40 36 0 08 Apr 2020
Hierarchical Opacity Propagation for Image Matting Yaoyi Li Qin Xu Hongtao Lu 33 13 0 07 Apr 2020
Optimistic Agent: Accurate Graph-Based Value Estimation for More Successful Visual Navigation M. Moghaddam Qi Wu Ehsan Abbasnejad Javen Qinfeng Shi 38 4 0 07 Apr 2020
Let's Agree to Degree: Comparing Graph Convolutional Networks in the Message-Passing Framework Floris Geerts Filip Mazowiecki Guillermo A. Pérez GNN 32 38 0 06 Apr 2020
Typilus: Neural Type Hints Miltiadis Allamanis Earl T. Barr Soline Ducousso Zheng Gao 40 131 0 06 Apr 2020
Forecast Network-Wide Traffic States for Multiple Steps Ahead: A Deep Learning Approach Considering Dynamic Non-Local Spatial Correlation and Non-Stationary Temporal Dependency Xinglei Wang Xuefeng Guan Jun Cao N. Zhang Huayi Wu GNN AI4TS 28 42 0 06 Apr 2020
Deep Learning Based Text Classification: A Comprehensive Review Shervin Minaee Nal Kalchbrenner Min Zhang Narjes Nikzad M. Asgari-Chenaghlu Jianfeng Gao AILaw VLM AI4TS 47 1,095 0 06 Apr 2020
A Generic Graph-based Neural Architecture Encoding Scheme for Predictor-based NAS Xuefei Ning Yin Zheng Tianchen Zhao Yu Wang Huazhong Yang AI4CE 46 99 0 04 Apr 2020
Learning 2-opt Heuristics for the Traveling Salesman Problem via Deep Reinforcement Learning P. Costa Jason Rhuggenaath Yingqian Zhang A. Akçay 30 136 0 03 Apr 2020
Epitomic Variational Graph Autoencoder R. A. Khan Muhammad Umer Anwaar M. Kleinsteuber BDL 38 10 0 03 Apr 2020
PaStaNet: Toward Human Activity Knowledge Engine Yong-Lu Li Liang Xu Xinpeng Liu Xijie Huang Yue Xu Shiyi Wang Haoshu Fang Ze Ma Mingyang Chen Cewu Lu 28 151 0 02 Apr 2020
Counterfactual Multi-Agent Reinforcement Learning with Graph Convolution Communication Jianyu Su Stephen C. Adams Peter A. Beling 26 26 0 01 Apr 2020
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects Zewen Li Wenjie Yang Shouheng Peng Fan Liu HAI 3DV 69 2,623 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 21 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 60 57 0 01 Apr 2020
HOPE-Net: A Graph-based Model for Hand-Object Pose Estimation Bardia Doosti Shujon Naha Majid Mirbagheri David J. Crandall 3DH 19 187 0 31 Mar 2020
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition Ziyu Liu Hongwen Zhang Zhenghao Chen Zhiyong Wang Wanli Ouyang 32 822 0 31 Mar 2020
Long Short-Term Relation Networks for Video Action Detection Dong Li Ting Yao Zhaofan Qiu Houqiang Li Tao Mei 17 22 0 31 Mar 2020
Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text Difei Gao Ke Li Ruiping Wang Shiguang Shan Xilin Chen 32 112 0 31 Mar 2020
Spatio-Temporal Graph for Video Captioning with Knowledge Distillation Boxiao Pan Haoye Cai De-An Huang Kuan-Hui Lee Adrien Gaidon Ehsan Adeli Juan Carlos Niebles 40 234 0 31 Mar 2020
3D-MPA: Multi Proposal Aggregation for 3D Semantic Instance Segmentation Francis Engelmann M. Bokeloh Alireza Fathi Bastian Leibe Matthias Nießner 3DPC 27 213 0 30 Mar 2020
Gossip and Attend: Context-Sensitive Graph Representation Learning Zekarias T. Kefato Sarunas Girdzijauskas 21 7 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 103 82 0 30 Mar 2020
Omni-sourced Webly-supervised Learning for Video Recognition Haodong Duan Yue Zhao Yuanjun Xiong Wentao Liu Dahua Lin VLM 23 88 0 29 Mar 2020
Cross-domain Detection via Graph-induced Prototype Alignment Minghao Xu Hang Wang Bingbing Ni Qi Tian Wenjun Zhang ObjD OOD 29 239 0 28 Mar 2020
A Graph to Graphs Framework for Retrosynthesis Prediction Chence Shi Minkai Xu Hongyu Guo Ming Zhang Jian Tang 24 152 0 28 Mar 2020
word2vec, node2vec, graph2vec, X2vec: Towards a Theory of Vector Embeddings of Structured Data Martin Grohe 32 170 0 27 Mar 2020
Progressive Graph Convolutional Networks for Semi-Supervised Node Classification Negar Heidari Alexandros Iosifidis GNN 34 14 0 27 Mar 2020
Latent-Graph Learning for Disease Prediction Luca Cosmo Anees Kazi Seyed-Ahmad Ahmadi Nassir Navab M. Bronstein MedIm 22 66 0 27 Mar 2020
Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations Shuhao Cui Shuhui Wang Junbao Zhuo Liang Li Qingming Huang Q. Tian 41 360 0 27 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 23 60 0 26 Mar 2020
DeepStrip: High Resolution Boundary Refinement Peng Zhou Brian L. Price Scott D. Cohen G. Wilensky L. Davis 42 19 0 25 Mar 2020
End-to-End Entity Classification on Multimodal Knowledge Graphs W. X. Wilcke Peter Bloem Victor de Boer R. V. Veer F. V. Harmelen 26 24 0 25 Mar 2020
VaB-AL: Incorporating Class Imbalance and Difficulty with Variational Bayes for Active Learning Jongwon Choi K. M. Yi Jihoon Kim Jincho Choo Byoungjip Kim Jin-Yeop Chang Youngjune Gwon H. Chang DRL 34 42 0 25 Mar 2020
Cross-Lingual Adaptation Using Universal Dependencies Nasrin Taghizadeh Heshaam Faili 52 6 0 24 Mar 2020
ProGraML: Graph-based Deep Learning for Program Optimization and Analysis Chris Cummins Zacharias V. Fisches Tal Ben-Nun Torsten Hoefler Hugh Leather 99 56 0 23 Mar 2020
Distilling Knowledge from Graph Convolutional Networks Yiding Yang Jiayan Qiu Xiuming Zhang Dacheng Tao Xinchao Wang 175 227 0 23 Mar 2020
Graph Neural Networks for Decentralized Controllers Fernando Gama Ekaterina V. Tolstaya Alejandro Ribeiro AI4CE 43 32 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 27 3 0 23 Mar 2020
Multi-Label Text Classification using Attention-based Graph Neural Network Ankit Pal M. Selvakumar Malaikannan Sankarasubbu 45 80 0 22 Mar 2020
Deep Multi-attributed Graph Translation with Node-Edge Co-evolution Xiaojie Guo Liang Zhao Cameron Nowzari S. Rafatirad Houman Homayoun Sai Manoj P D 45 27 0 22 Mar 2020
K-Core based Temporal Graph Convolutional Network for Dynamic Graphs Jingxin Liu Chang Xu Chang Yin Weiqiang Wu You Song GNN 65 47 0 22 Mar 2020
SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection Xiaoya Li Yuxian Meng Mingxin Zhou Qinghong Han Fei Wu Jiwei Li 35 20 0 22 Mar 2020
GISNet: Graph-Based Information Sharing Network For Vehicle Trajectory Prediction Ziyi Zhao Haowen Fang Zhao Jin Qinru Qiu 27 35 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 55 27 0 21 Mar 2020
Towards Time-Aware Context-Aware Deep Trust Prediction in Online Social Networks S. Ghafari 19 2 0 21 Mar 2020
Affinity Graph Supervision for Visual Recognition Chu Wang Babak Samari Vladimir G. Kim S. Chaudhuri Kaleem Siddiqi GNN 30 8 0 19 Mar 2020
Semi-Supervised Semantic Segmentation with Cross-Consistency Training Yassine Ouali C´eline Hudelot Myriam Tami 49 715 0 19 Mar 2020
Privacy-preserving Traffic Flow Prediction: A Federated Learning Approach Yi Liu James Jianqiao Yu Jiawen Kang Dusit Niyato Shuyu Zhang AI4TS 34 443 0 19 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 19 43 0 19 Mar 2020