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Semi-Supervised Classification with Graph Convolutional Networks

9 September 2016

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

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Traffic4cast at NeurIPS 2021 -- Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial ProcessesNeural Information Processing Systems (NeurIPS), 2022 Christian Eichenberger M. Neun Henry Martin Pedro Herruzo M. Spanring ... Fei Tang A. Gruca Michael K Kopp David P. Kreil Sepp Hochreiter 249 22 0 31 Mar 2022
Message Passing Neural Networks for HypergraphsInternational Conference on Artificial Neural Networks (ICANN), 2022 Sajjad Heydari L. Livi GNN 172 17 0 31 Mar 2022
Hypergraph Convolutional Networks via Equivalency between Hypergraphs and Undirected Graphs Jiying Zhang Fuyang Li Xi Xiao Qifeng Bai Yu Rong Junzhou Huang Yatao Bian GNN 155 29 0 31 Mar 2022
Mutual information estimation for graph convolutional neural networks Marius Cervera Landsverk S. Riemer-Sørensen SSL GNN 155 2 0 31 Mar 2022
An unsupervised cluster-level based method for learning node representations of heterogeneous graphs in scientific papers Jie Song M. Liang Zhe Xue Junping Du Feifei Kou 139 0 0 31 Mar 2022
Surface Vision Transformers: Attention-Based Modelling applied to Cortical AnalysisInternational Conference on Medical Imaging with Deep Learning (MIDL), 2022 Simon Dahan Abdulah Fawaz Logan Z. J. Williams Chunhui Yang Timothy S. Coalson M. Glasser A. Edwards Daniel Rueckert E. C. Robinson MedIm ViT 144 26 0 30 Mar 2022
Learning Fair Models without Sensitive Attributes: A Generative ApproachNeurocomputing (Neurocomputing), 2022 Huaisheng Zhu Suhang Wang FaML 114 12 0 30 Mar 2022
Research topic trend prediction of scientific papers based on spatial enhancement and dynamic graph convolution network Changwei Zheng Zhe Xue M. Liang Feifei Kou GNN 114 0 0 30 Mar 2022
Learning of Global Objective for Network Flow in Multi-Object TrackingComputer Vision and Pattern Recognition (CVPR), 2022 Shuaiyang Li Yu Kong Hamid Rezatofighi VOT 208 20 0 30 Mar 2022
AdaGrid: Adaptive Grid Search for Link Prediction Training Objective Tim Postuvan Jiaxuan You Mohammadreza Banaei R. Lebret J. Leskovec 67 1 0 30 Mar 2022
Neighbor Enhanced Graph Convolutional Networks for Node Classification and RecommendationKnowledge-Based Systems (KBS), 2022 Hao Chen Zhong Huang Yue Xu Zengde Deng Feiran Huang Peng He Zhoujun Li GNN 131 60 0 30 Mar 2022
Understanding Graph Convolutional Networks for Text Classification S. Han Zihan Yuan Kunze Wang Siqu Long Josiah Poon GNN 134 22 0 30 Mar 2022
Enhanced compound-protein binding affinity prediction by representing protein multimodal information via a coevolutionary strategybioRxiv (bioRxiv), 2022 Binjie Guo Hanyu Zheng Haohan Jiang Xiaodan Li Nai-Yang Guan Yanming Zuo Yicheng Zhang Hengfu Yang Xuhua Wang 108 4 0 30 Mar 2022
Supervised Graph Contrastive Learning for Few-shot Node Classification Zhen Tan Kaize Ding Ruocheng Guo Huan Liu OffRL 342 14 0 29 Mar 2022
Graph Neural Networks in IoT: A Survey Guimin Dong Mingyue Tang Zhiyuan Wang Jiechao Gao Sikun Guo Lihua Cai Robert Gutierrez Brad Campbell Laura E. Barnes M. Boukhechba GNN AI4CE 222 139 0 29 Mar 2022
Pretraining Graph Neural Networks for few-shot Analog Circuit Modeling and DesignIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2022 Kourosh Hakhamaneshi Marcel Nassar Mariano Phielipp Pieter Abbeel Vladimir M. Stojanović AI4CE GNN SSL 137 48 0 29 Mar 2022
Instance Relation Graph Guided Source-Free Domain Adaptive Object DetectionComputer Vision and Pattern Recognition (CVPR), 2022 VS Vibashan Poojan Oza Vishal M. Patel 309 94 0 29 Mar 2022
Revisiting Neighborhood-based Link Prediction for Collaborative FilteringThe Web Conference (WWW), 2022 Hao Xu Patrick Poirson Kwot Sin Lee Chen Wang 153 19 0 29 Mar 2022
Graph similarity learning for change-point detection in dynamic networksMachine-mediated learning (ML), 2022 Déborah Sulem Henry Kenlay Mihai Cucuringu Xiaowen Dong 177 23 0 29 Mar 2022
Long-term Visual Map Sparsification with Heterogeneous GNNComputer Vision and Pattern Recognition (CVPR), 2022 Ming-Fang Chang Yipu Zhao R. Shah Jakob J. Engel Michael Kaess Simon Lucey 137 2 0 29 Mar 2022
Towards End-to-End Unified Scene Text Detection and Layout AnalysisComputer Vision and Pattern Recognition (CVPR), 2022 Shangbang Long Siyang Qin Dmitry Panteleev Alessandro Bissacco Yasuhisa Fujii Michalis Raptis 240 111 0 28 Mar 2022
Solving Disjunctive Temporal Networks with Uncertainty under Restricted Time-Based Controllability using Tree Search and Graph Neural NetworksAAAI Conference on Artificial Intelligence (AAAI), 2022 Kevin Osanlou J. Frank Andrei Bursuc Tristan Cazenave Éric Jacopin Christophe Guettier J. Benton AI4CE 190 2 0 28 Mar 2022
DAMNETS: A Deep Autoregressive Model for Generating Markovian Network Time SeriesLOG IN (LOG IN), 2022 J. Clarkson Mihai Cucuringu Andrew Elliott Gesine Reinert AI4TS 86 2 0 28 Mar 2022
Learning What You Need from What You Did: Product Taxonomy Expansion with User Behaviors SupervisionIEEE International Conference on Data Engineering (ICDE), 2022 Sijie Cheng Zhouhong Gu Bang Liu Rui Xie Wei Wu Yanghua Xiao 161 11 0 28 Mar 2022
MolGenSurvey: A Systematic Survey in Machine Learning Models for Molecule Design Yuanqi Du Tianfan Fu Jimeng Sun Shengchao Liu AI4CE 398 95 0 28 Mar 2022
Equivariant Point Cloud Analysis via Learning Orientations for Message PassingComputer Vision and Pattern Recognition (CVPR), 2022 Shitong Luo Jiahan Li Jiaqi Guan Yufeng Su Chaoran Cheng Jian-wei Peng Jianzhu Ma 3DPC 199 44 0 28 Mar 2022
Decoupled Multi-task Learning with Cyclical Self-Regulation for Face ParsingComputer Vision and Pattern Recognition (CVPR), 2022 Qi Zheng Jiankang Deng Zheng Hua Zhu Ying Li Stefanos Zafeiriou CVBM 163 39 0 28 Mar 2022
Local-Adaptive Face Recognition via Graph-based Meta-Clustering and Regularized AdaptationComputer Vision and Pattern Recognition (CVPR), 2022 Wenbin Zhu Chien-Yi Wang Kuan-Lun Tseng S. Lai Baoyuan Wang CVBM 123 9 0 27 Mar 2022
End-to-End Active Speaker DetectionEuropean Conference on Computer Vision (ECCV), 2022 Juan Carlos León Alcázar M. Cordes Chen Zhao Guohao Li 223 33 0 27 Mar 2022
Bridge-Prompt: Towards Ordinal Action Understanding in Instructional VideosComputer Vision and Pattern Recognition (CVPR), 2022 Muheng Li Lei Chen Yueqi Duan Zhilan Hu Jianjiang Feng Jie Zhou Jiwen Lu 144 90 0 26 Mar 2022
Metropolis-Hastings Data Augmentation for Graph Neural NetworksNeural Information Processing Systems (NeurIPS), 2022 Hyeon-ju Park Seunghun Lee S. Kim Jinyoung Park Jisu Jeong KyungHyun Kim Jung-Woo Ha Hyunwoo J. Kim 169 59 0 26 Mar 2022
TridentNetV2: Lightweight Graphical Global Plan Representations for Dynamic Trajectory GenerationIEEE International Conference on Robotics and Automation (ICRA), 2022 David Paz Hao Xiang Andrew Liang Henrik I. Christensen 160 5 0 26 Mar 2022
SpeqNets: Sparsity-aware Permutation-equivariant Graph NetworksInternational Conference on Machine Learning (ICML), 2022 Christopher Morris Gaurav Rattan Sandra Kiefer Siamak Ravanbakhsh 258 43 0 25 Mar 2022
Gransformer: Transformer-based Graph Generation Ahmad Khajenezhad Seyed Ali Osia Mahmood Karimian H. Beigy 228 2 0 25 Mar 2022
Lightweight Graph Convolutional Networks with Topologically Consistent Magnitude Pruning H. Sahbi GNN 133 1 0 25 Mar 2022
Non-Probability Sampling Network for Stochastic Human Trajectory PredictionComputer Vision and Pattern Recognition (CVPR), 2022 Inhwan Bae Jin-Hwi Park Hae-Gon Jeon 261 76 0 25 Mar 2022
Dealing with Sparse Rewards Using Graph Neural NetworksIEEE Access (IEEE Access), 2022 Matvey Gerasyov Ilya Makarov 136 4 0 25 Mar 2022
Precipitaion Nowcasting using Deep Neural Network M. Bakkay M. Serrurier Valentin Kivachuk Burdá Florian Dupuy Naty Citlali Cabrera-Gutiérrez ... Maud-Alix Mader O. Mestre G. Oller J. Jouhaud L. Terray AI4Cl 94 3 0 24 Mar 2022
Object Memory Transformer for Object Goal NavigationIEEE International Conference on Robotics and Automation (ICRA), 2022 Rui Fukushima Keita Ota Asako Kanezaki Y. Sasaki Yusuke Yoshiyasu 117 41 0 24 Mar 2022
Bayesian Nonparametric Submodular Video Partition for Robust Anomaly DetectionComputer Vision and Pattern Recognition (CVPR), 2022 Hitesh Sapkota Qi Yu 153 52 0 24 Mar 2022
A Top-down Supervised Learning Approach to Hierarchical Multi-label Classification in NetworksApplied Network Science (Appl Netw Sci), 2022 Miguel Romero J. Finke C. Rocha 93 15 0 23 Mar 2022
Semi-Supervised Graph Learning Meets Dimensionality ReductionInternational Conference on Machine Learning and Applications (ICMLA), 2022 Alex Morehead Watchanan Chantapakul Jianlin Cheng 104 1 0 23 Mar 2022
Ethereum Fraud Detection with Heterogeneous Graph Neural Networks Toyotaro Suzumura Toyotaro Suzumura Xin Liu Takahiro Hirofuchi GNN 132 27 0 23 Mar 2022
Node Representation Learning in Graph via Node-to-Neighbourhood Mutual Information MaximizationComputer Vision and Pattern Recognition (CVPR), 2022 Wei Dong Junsheng Wu Yi-wei Luo Zongyuan Ge Peifeng Wang SSL 121 23 0 23 Mar 2022
Graph Neural Networks in Particle Physics: Implementations, Innovations, and Challenges S. Thais P. Calafiura G. Chachamis G. Dezoort Javier Mauricio Duarte S. Ganguly Michael Kagan D. Murnane Mark S. Neubauer K. Terao PINN AI4CE 277 38 0 23 Mar 2022
MetaMorph: Learning Universal Controllers with TransformersInternational Conference on Learning Representations (ICLR), 2022 Agrim Gupta Linxi Fan Surya Ganguli Li Fei-Fei LM&Ro 160 117 0 22 Mar 2022
Learning Program Semantics with Code Representations: An Empirical StudyIEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER), 2022 J. Siow Shangqing Liu Xiaofei Xie Guozhu Meng Yang Liu 118 48 0 22 Mar 2022
Twin Weisfeiler-Lehman: High Expressive GNNs for Graph Classification Zhaohui Wang Qi Cao Huawei Shen Bingbing Xu Xueqi Cheng 200 3 0 22 Mar 2022
Learning Relation-Specific Representations for Few-shot Knowledge Graph Completion Yuling Li Kui Yu Yuhong Zhang Xindong Wu 183 3 0 22 Mar 2022
Exploring High-Order Structure for Robust Graph Structure Learning Guangqian Yang Yibing Zhan Jinlong Li Baosheng Yu Liu Liu Fengxiang He AAML 141 0 0 22 Mar 2022