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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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Title
GPU-Initiated On-Demand High-Throughput Storage Access in the BaM System ArchitectureInternational Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2022 Zaid Qureshi Vikram Sharma Mailthody Isaac Gelado S. Min Amna Masood ... Dmitri Vainbrand I-Hsin Chung M. Garland W. Dally Wen-mei W. Hwu GNN 120 40 0 09 Mar 2022
How many Observations are Enough? Knowledge Distillation for Trajectory ForecastingComputer Vision and Pattern Recognition (CVPR), 2022 Alessio Monti Angelo Porrello Simone Calderara Pasquale Coscia Lamberto Ballan Rita Cucchiara 133 68 0 09 Mar 2022
SkinningNet: Two-Stream Graph Convolutional Neural Network for Skinning Prediction of Synthetic CharactersComputer Vision and Pattern Recognition (CVPR), 2022 Albert Mosella-Montoro Javier Ruiz-Hidalgo 3DH 258 22 0 09 Mar 2022
Representation, learning, and planning algorithms for geometric task and motion planning Beomjoon Kim Luke Shimanuki L. Kaelbling Tomás Lozano-Pérez 130 24 0 09 Mar 2022
Motron: Multimodal Probabilistic Human Motion ForecastingComputer Vision and Pattern Recognition (CVPR), 2022 Tim Salzmann Marco Pavone Markus Ryll 3DH 168 38 0 08 Mar 2022
Counting with Adaptive Auxiliary Learning Y. Meng J. Bridge Meng Wei Yitian Zhao Yihong Qiao Xiaoyun Yang Xiaowei Huang Yalin Zheng 205 5 0 08 Mar 2022
Graph Attention Transformer Network for Multi-Label Image Classification Jin Yuan Shikai Chen Yao Zhang Peng Wang Xin Geng Jianping Fan Yong Rui ViT 164 43 0 08 Mar 2022
Sparsification and Filtering for Spatial-temporal GNN in Multivariate Time-series Yuanrong Wang T. Aste AI4TS 113 10 0 08 Mar 2022
Non-equilibrium molecular geometries in graph neural networks Ali Raza E. Henle Xiaoli Z. Fern AI4CE 56 0 0 07 Mar 2022
I-GCN: A Graph Convolutional Network Accelerator with Runtime Locality Enhancement through IslandizationMicro (MICRO), 2021 Tong Geng Chunshu Wu Yongan Zhang Cheng Tan Chenhao Xie Haoran You Martin C. Herbordt Yingyan Lin Ang Li GNN 148 128 0 07 Mar 2022
Shift-Robust Node Classification via Graph Adversarial Clustering Qi Zhu Chao Zhang Chanyoung Park Carl Yang Jiawei Han OOD 134 6 0 07 Mar 2022
Towards Unbiased Multi-label Zero-Shot Learning with Pyramid and Semantic AttentionIEEE transactions on multimedia (IEEE TMM), 2022 Ziming Liu Song Guo Jingcai Guo Yuanyuan Xu Fushuo Huo 156 25 0 07 Mar 2022
Generalization Through The Lens Of Leave-One-Out ErrorInternational Conference on Learning Representations (ICLR), 2022 Gregor Bachmann Thomas Hofmann Aurelien Lucchi 268 8 0 07 Mar 2022
Multivariate Time Series Forecasting with Latent Graph Inference Victor Garcia Satorras Syama Sundar Rangapuram Tim Januschowski AI4TS 182 33 0 07 Mar 2022
Who Should Review Your Proposal? Interdisciplinary Topic Path Detection for Research Proposals Meng Xiao Ziyue Qiao Yanjie Fu Hao Dong Yi Du Pengyang Wang Dong Li Yuan-Hong Zhou 150 4 0 07 Mar 2022
Exploring Optical-Flow-Guided Motion and Detection-Based Appearance for Temporal Sentence GroundingIEEE transactions on multimedia (IEEE TMM), 2022 Daizong Liu Xiang Fang Wei Hu Pan Zhou 174 45 0 06 Mar 2022
Flurry: a Fast Framework for Reproducible Multi-layered Provenance Graph Representation Learning Maya Kapoor Joshua Melton Michael Ridenhour Mahalavanya Sriram Thomas Moyer S. Krishnan 123 0 0 05 Mar 2022
MVD: Memory-Related Vulnerability Detection Based on Flow-Sensitive Graph Neural NetworksInternational Conference on Software Engineering (ICSE), 2022 Sicong Cao Xiaobing Sun Lili Bo Rongxin Wu Bin Li Chuanqi Tao 116 120 0 05 Mar 2022
Ontological Learning from Weak Labels Larry Tang Po-Hao Chou Yilun Zheng Ziqian Ge Ankit Parag Shah Bhiksha Raj NoLa 123 0 0 04 Mar 2022
R-GCN: The R Could Stand for Random Vic Degraeve Gilles Vandewiele F. Ongenae Sofie Van Hoecke GNN 204 16 0 04 Mar 2022
MM-DFN: Multimodal Dynamic Fusion Network for Emotion Recognition in ConversationsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Dou Hu Xiaolong Hou Lingwei Wei Lian-Xin Jiang Yang Mo 161 202 0 04 Mar 2022
Detecting Offensive Language on Social Networks: An End-to-end Detection Method based on Graph Attention Networks Zhenxiong Miao Xingshu Chen Haizhou Wang Ruiming Tang Zhou Yang Wenyi Tang GNN 107 3 0 04 Mar 2022
Contrastive Graph Convolutional Networks for Hardware Trojan Detection in Third Party IP CoresIEEE International Symposium on Hardware Oriented Security and Trust (HOST), 2021 Nikhil Muralidhar Abdullah Zubair Nathanael R. Weidler Ryan M. Gerdes Naren Ramakrishnan 71 33 0 04 Mar 2022
Pay Attention to Relations: Multi-embeddings for Attributed Multiplex Networks Joshua Melton Michael Ridenhour S. Krishnan GNN 47 1 0 03 Mar 2022
Graph Neural Networks for Multimodal Single-Cell Data IntegrationKnowledge Discovery and Data Mining (KDD), 2022 Haifang Wen Jiayuan Ding Wei Jin Yiqi Wang Yuying Xie Shucheng Zhou 249 65 0 03 Mar 2022
On an application of graph neural networks in population based SHM G. Tsialiamanis Charilaos Mylonas Eleni Chatzi David J. Wagg N. Dervilis K. Worden 69 3 0 03 Mar 2022
Curvature Graph Generative Adversarial NetworksThe Web Conference (WWW), 2022 Jianxin Li Xingcheng Fu Qingyun Sun Cheng Ji Jiajun Tan Hongzhi Zhang Hao Peng GAN 102 16 0 03 Mar 2022
Neural Graph Matching for Pre-training Graph Neural NetworksSDM (SDM), 2022 Yupeng Hou Binbin Hu Wayne Xin Zhao Qing Cui Jun Zhou Jianzhong Wen 184 8 0 03 Mar 2022
Graph Representation Learning Beyond Node and HomophilyIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 You Li Bei Lin Binli Luo Ning Gui SSL 143 19 0 03 Mar 2022
Spatio-Temporal Gating-Adjacency GCN for Human Motion PredictionComputer Vision and Pattern Recognition (CVPR), 2022 Chongyang Zhong Lei Hu Zihao Zhang Yongjing Ye Shi-hong Xia 3DH 228 114 0 03 Mar 2022
Exploring Hierarchical Graph Representation for Large-Scale Zero-Shot Image ClassificationEuropean Conference on Computer Vision (ECCV), 2022 Kai Yi Xiaoqian Shen Yunhao Gou Mohamed Elhoseiny 213 26 0 02 Mar 2022
Video Question Answering: Datasets, Algorithms and ChallengesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Yaoyao Zhong Junbin Xiao Wei Ji Yicong Li Wei Deng Tat-Seng Chua 301 113 0 02 Mar 2022
Visual Feature Encoding for GNNs on Road Networks Oliver Stromann S. Razavi Michael Felsberg 55 0 0 02 Mar 2022
Information Gain Propagation: a new way to Graph Active Learning with Soft LabelsInternational Conference on Learning Representations (ICLR), 2022 Wentao Zhang Yexin Wang Zhenbang You Meng Cao Ping Huang Jiulong Shan Zhi-Xin Yang Tengjiao Wang AAML 180 22 0 02 Mar 2022
A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and ChallengesIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 Wenxuan Zhang Xin Li Yang Deng Lidong Bing W. Lam 271 328 0 02 Mar 2022
GAP: Differentially Private Graph Neural Networks with Aggregation PerturbationUSENIX Security Symposium (USENIX Security), 2022 Sina Sajadmanesh Ali Shahin Shamsabadi A. Bellet D. Gática-Pérez 215 92 0 02 Mar 2022
Learning Object Relations with Graph Neural Networks for Target-Driven Grasping in Dense ClutterIEEE International Conference on Robotics and Automation (ICRA), 2022 Xibai Lou Yang Yang Changhyun Choi 81 18 0 02 Mar 2022
Machine Learning Methods in Solving the Boolean Satisfiability ProblemMachine Intelligence Research (MIR), 2022 Wenxuan Guo Junchi Yan Hui-Ling Zhen Xijun Li Mingxuan Yuan Yaohui Jin NAI 142 44 0 02 Mar 2022
MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in VideoComputer Vision and Pattern Recognition (CVPR), 2022 Jinlu Zhang Zhigang Tu Jianyu Yang Yujin Chen Junsong Yuan ViT 252 310 0 02 Mar 2022
Personalized Federated Learning With Graph Fengwen Chen Guodong Long Zonghan Wu Tianyi Zhou Jing Jiang FedML 273 63 0 02 Mar 2022
PaSca: a Graph Neural Architecture Search System under the Scalable ParadigmThe Web Conference (WWW), 2022 Wentao Zhang Yu Shen Zheyu Lin Yan Zhao Xiaosen Li Wenbin Ouyang Yangyu Tao Zhi-Xin Yang Tengjiao Wang GNN 200 67 0 01 Mar 2022
Descriptellation: Deep Learned Constellation Descriptors Chunwei Xing Xinyu Sun Andrei Cramariuc Samuel Gull Jen Jen Chung Cesar Cadena Roland Siegwart Florian Tschopp 127 1 0 01 Mar 2022
Graph Normalized-LMP Algorithm for Signal Estimation Under Impulsive NoiseJournal of Signal Processing Systems (JSPS), 2022 Yi Yan Radwa Adel E. Kuruoglu 106 14 0 01 Mar 2022
Equivariant and Stable Positional Encoding for More Powerful Graph Neural NetworksInternational Conference on Learning Representations (ICLR), 2022 Hongya Wang Haoteng Yin Muhan Zhang Pan Li 572 127 0 01 Mar 2022
GROW: A Row-Stationary Sparse-Dense GEMM Accelerator for Memory-Efficient Graph Convolutional Neural NetworksInternational Symposium on High-Performance Computer Architecture (HPCA), 2022 Ranggi Hwang M. Kang Jiwon Lee D. Kam Youngjoo Lee Minsoo Rhu GNN 376 33 0 01 Mar 2022
GraphWorld: Fake Graphs Bring Real Insights for GNNsKnowledge Discovery and Data Mining (KDD), 2022 John Palowitch Anton Tsitsulin Brandon Mayer Bryan Perozzi GNN 494 80 0 28 Feb 2022
Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural NetworksProceedings of the VLDB Endowment (PVLDB), 2021 Yile Chen Xiucheng Li Gao Cong Cheng Long Z. Bao Shang Liu Wanli Gu Fuzheng Zhang 106 14 0 28 Feb 2022
Disentangled Spatiotemporal Graph Generative ModelsAAAI Conference on Artificial Intelligence (AAAI), 2022 Yuanqi Du Xiaojie Guo Hengning Cao Yanfang Ye Bo Pan 215 23 0 28 Feb 2022
RawlsGCN: Towards Rawlsian Difference Principle on Graph Convolutional NetworkThe Web Conference (WWW), 2022 Jian Kang Yangchun Zhu Yinglong Xia Jiebo Luo Hanghang Tong FaML 130 52 0 28 Feb 2022
Sparse Graph Learning with Spectrum Prior for Deep Graph Convolutional NetworksIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Jin Zeng Yang Liu Gene Cheung Wei Hu 184 4 0 28 Feb 2022