Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

30 June 2016

Papers citing "Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering"

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Title
Graph-Free Knowledge Distillation for Graph Neural Networks Xiang Deng Zhongfei Zhang 34 65 0 16 May 2021
A Heuristically Assisted Deep Reinforcement Learning Approach for Network Slice Placement José Jurandir Alves Esteves Amina Boubendir Fabrice Michel Guillemin Pierre Sens 23 32 0 14 May 2021
Z-GCNETs: Time Zigzags at Graph Convolutional Networks for Time Series Forecasting Yuzhou Chen I. Segovia-Dominguez Yulia R. Gel AI4TS 29 138 0 10 May 2021
FedGL: Federated Graph Learning Framework with Global Self-Supervision Chuan Chen Weibo Hu Ziyue Xu Zibin Zheng FedML 27 54 0 07 May 2021
Learning Feature Aggregation for Deep 3D Morphable Models Zhixiang Chen Tae-Kyun Kim 3DPC 3DH 45 24 0 05 May 2021
LGGNet: Learning from Local-Global-Graph Representations for Brain-Computer Interface Yi Ding Neethu Robinson Chengxuan Tong Qiuhao Zeng Cuntai Guan 24 76 0 05 May 2021
Real-time Deep Dynamic Characters Marc Habermann Lingjie Liu Weipeng Xu Michael Zollhoefer Gerard Pons-Moll Christian Theobalt 3DH 25 149 0 04 May 2021
VersaGNN: a Versatile accelerator for Graph neural networks Feng Shi Yiqiao Jin Song-Chun Zhu GNN 58 17 0 04 May 2021
Graph Learning: A Survey Feng Xia Ke Sun Shuo Yu Abdul Aziz Liangtian Wan Shirui Pan Huan Liu GNN 32 345 0 03 May 2021
Learning Multi-Granular Hypergraphs for Video-Based Person Re-Identification Yichao Yan Jie Qin Jiaxin Chen Li Liu Fan Zhu Ying Tai Ling Shao 25 130 0 30 Apr 2021
Reconstructing nodal pressures in water distribution systems with graph neural networks Gergely Hajgató Bálint Gyires-Tóth Gyorgy Paál 26 14 0 28 Apr 2021
HodgeNet: Learning Spectral Geometry on Triangle Meshes Dmitriy Smirnov Justin Solomon 35 25 0 26 Apr 2021
Unified Spatio-Temporal Modeling for Traffic Forecasting using Graph Neural Network Amit Roy Kashob Kumar Roy A. Ali M. A. Amin A. Rahman AI4TS 56 28 0 26 Apr 2021
Joint Detection and Localization of Stealth False Data Injection Attacks in Smart Grids using Graph Neural Networks Osman Boyaci M. Narimani K. Davis Muhammad Ismail T. Overbye E. Serpedin 48 92 0 24 Apr 2021
SportsCap: Monocular 3D Human Motion Capture and Fine-grained Understanding in Challenging Sports Videos Xin Chen Anqi Pang Wei Yang Yuexin Ma Lan Xu Jingyi Yu 149 56 0 23 Apr 2021
Mini-batch graphs for robust image classification Arnab Kumar Mondal V. Jain K. Siddiqi OOD 41 6 0 22 Apr 2021
A Comparative Study of Using Spatial-Temporal Graph Convolutional Networks for Predicting Availability in Bike Sharing Schemes Zhengyong Chen Hongde Wu Noel E. O'Connor Mingming Liu GNN 32 11 0 21 Apr 2021
GraphTheta: A Distributed Graph Neural Network Learning System With Flexible Training Strategy Yongchao Liu Houyi Li Guowei Zhang Xintan Zeng Yongyong Li ... Peng Zhang Zhao Li Kefeng Deng Changhua He Wenguang Chen GNN 49 11 0 21 Apr 2021
Disentangled Face Identity Representations for joint 3D Face Recognition and Expression Neutralisation Anis Kacem K. Cherenkova Djamila Aouada CVBM 36 2 0 20 Apr 2021
Superpixels and Graph Convolutional Neural Networks for Efficient Detection of Nutrient Deficiency Stress from Aerial Imagery Saba Dadsetan David Pichler David Wilson N. Hovakimyan Jennifer Hobbs 47 6 0 20 Apr 2021
GraphSVX: Shapley Value Explanations for Graph Neural Networks Alexandre Duval Fragkiskos D. Malliaros FAtt 17 86 0 18 Apr 2021
Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis Siyi Tang Jared A. Dunnmon Khaled Kamal Saab Xuan Zhang Qianying Huang Florian Dubost D. Rubin Christopher Lee-Messer 38 96 0 16 Apr 2021
Higher-Order Attribute-Enhancing Heterogeneous Graph Neural Networks Jianxin Li Hao Peng Dongyuan Li Yingtong Dou Hekai Zhang Philip S. Yu Lifang He 30 80 0 16 Apr 2021
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models Benedek Rozemberczki P. Scherer Yixuan He G. Panagopoulos Alexander Riedel ... Oliver Kiss Ferenc Béres Guzmán López Nicolas Collignon Rik Sarkar AI4CE 29 200 0 15 Apr 2021
Lorentzian Graph Convolutional Networks Yiding Zhang Xiao Wang C. Shi Nian Liu Guojie Song 29 96 0 15 Apr 2021
A Hyperbolic-to-Hyperbolic Graph Convolutional Network Jindou Dai Yuwei Wu Zhi Gao Yunde Jia 37 77 0 14 Apr 2021
Learning Chebyshev Basis in Graph Convolutional Networks for Skeleton-based Action Recognition H. Sahbi GNN 33 0 0 12 Apr 2021
Applications of physics-informed scientific machine learning in subsurface science: A survey A. Sun H. Yoon C. Shih Zhi Zhong AI4CE 29 10 0 10 Apr 2021
Skeleton-based Hand-Gesture Recognition with Lightweight Graph Convolutional Networks H. Sahbi 3DH GNN 21 3 0 09 Apr 2021
Field Convolutions for Surface CNNs Thomas W. Mitchel Vladimir G. Kim Michael Kazhdan 29 19 0 08 Apr 2021
Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels Qingqing Long Yilun Jin Yi Wu Guojie Song 44 37 0 07 Apr 2021
Attentional Graph Neural Network for Parking-slot Detection Chen Min Jiaolong Xu Liang Xiao Dawei Zhao Yiming Nie Bin Dai GNN 55 30 0 06 Apr 2021
Spatio-Temporal Graph Convolutional Networks for Road Network Inundation Status Prediction during Urban Flooding Faxi Yuan Yuanchang Xu Qingchun Li Ali Mostafavi 12 40 0 06 Apr 2021
Graph Neural Networks Based Detection of Stealth False Data Injection Attacks in Smart Grids Osman Boyaci A. Umunnakwe A. Sahu M. Narimani Muhammad Ismail K. Davis E. Serpedin 15 90 0 05 Apr 2021
SGCN:Sparse Graph Convolution Network for Pedestrian Trajectory Prediction Liushuai Shi Le Wang Chengjiang Long Sanping Zhou Mo Zhou Zhenxing Niu G. Hua 38 218 0 04 Apr 2021
Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks Hao Peng Jianxin Li Yangqiu Song Renyu Yang R. Ranjan Philip S. Yu Lifang He 30 81 0 02 Apr 2021
An Energy-Efficient Quad-Camera Visual System for Autonomous Machines on FPGA Platform Zishen Wan Yuyang Zhang A. Raychowdhury Bo Yu Haibin Ling Shaoshan Liu 29 17 0 01 Apr 2021
Graph Intention Network for Click-through Rate Prediction in Sponsored Search Feng Li Zhenrui Chen Pengjie Wang Yi Ren Di Zhang Xiaoyu Zhu GNN 15 58 0 30 Mar 2021
Graph-based Facial Affect Analysis: A Review Yang Liu Xingming Zhang Yante Li Jinzhao Zhou Xin-hui Li Guoying Zhao CVBM 51 24 0 29 Mar 2021
Context Modeling in 3D Human Pose Estimation: A Unified Perspective Xiaoxuan Ma Jiajun Su Chunyu Wang Hai Ci Yizhou Wang 3DH 27 65 0 29 Mar 2021
Learning from Pixel-Level Label Noise: A New Perspective for Semi-Supervised Semantic Segmentation Rumeng Yi Yaping Huang Q. Guan Mengyang Pu Runsheng Zhang NoLa 28 27 0 26 Mar 2021
Learning Graph Representation by Aggregating Subgraphs via Mutual Information Maximization Chenguang Wang Ziwen Liu SSL 36 17 0 24 Mar 2021
Learning physical properties of anomalous random walks using graph neural networks Hippolyte Verdier M. Duval François Laurent Alhassan Cassé Christian L. Vestergaard Jean-Baptiste Masson 21 25 0 22 Mar 2021
A Comprehensive Survey of Scene Graphs: Generation and Application Xiaojun Chang Pengzhen Ren Pengfei Xu Zhihui Li Xiaojiang Chen Alexander G. Hauptmann 3DV 38 223 0 17 Mar 2021
Dual Side Deep Context-aware Modulation for Social Recommendation Bairan Fu Wenming Zhang Guangneng Hu Xinyu Dai Shujian Huang Jiajun Chen 22 48 0 16 Mar 2021
R-GSN: The Relation-based Graph Similar Network for Heterogeneous Graph Xinliang Wu Mengying Jiang Guizhong Liu GNN 30 7 0 14 Mar 2021
Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting Defu Cao Yujing Wang Juanyong Duan Ce Zhang Xia Zhu ... Yunhai Tong Bixiong Xu Jing Bai Jie Tong Qi Zhang AI4TS 16 500 0 13 Mar 2021
On the Equivalence Between Temporal and Static Graph Representations for Observational Predictions Jianfei Gao Bruno Ribeiro 29 11 0 12 Mar 2021
Holistic 3D Scene Understanding from a Single Image with Implicit Representation Cheng Zhang Zhaopeng Cui Yinda Zhang B. Zeng Marc Pollefeys Shuaicheng Liu 38 104 0 11 Mar 2021
Spatial-Temporal Tensor Graph Convolutional Network for Traffic Prediction Xuran Xu Tong Zhang Chunyan Xu Zhen Cui Jian Yang GNN 21 3 0 10 Mar 2021