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Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs

10 April 2017

M. Simonovsky

N. Komodakis

GNN

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Papers citing "Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs"

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Title
CogGNN: Cognitive Graph Neural Networks in Generative Connectomics Mayssa Soussia Yijun Lin Mohamed Ali Mahjoub I. Rekik 0 0 0 13 Sep 2025
GraphTreeGen: Subtree-Centric Approach to Efficient and Supervised Graph Generation Yitong Luo Islem Rekik 20 0 0 13 Aug 2025
NOCL: Node-Oriented Conceptualization LLM for Graph Tasks without Message Passing Wei Li Mengcheng Lan Jiaxing Xu Yiping Ke 83 0 0 28 May 2025
Early-Exit Graph Neural Networks Andrea Giuseppe Di Francesco Maria Sofia Bucarelli F. M. Nardini R. Perego Nicola Tonellotto Fabrizio Silvestri 186 0 0 23 May 2025
Towards Low-Latency Event Stream-based Visual Object Tracking: A Slow-Fast Approach Shiao Wang Xiao Wang Liye Jin Bo Jiang Lin Zhu Lan Chen Yonghong Tian Bin Luo 102 1 0 19 May 2025
FA-KPConv: Introducing Euclidean Symmetries to KPConv via Frame Averaging Ali Alawieh Alexandru P. Condurache 3DPC 257 0 0 07 May 2025
SAMBLE: Shape-Specific Point Cloud Sampling for an Optimal Trade-Off Between Local Detail and Global Uniformity Chengzhi Wu Yuxin Wan Hao Fu Julius Pfrommer Zeyun Zhong Junwei Zheng Kailai Li Jürgen Beyerer 3DPC 154 0 0 28 Apr 2025
Particle Hit Clustering and Identification Using Point Set Transformers in Liquid Argon Time Projection Chambers Edgar E. Robles A. Yankelevich Wenjie Wu J. Bian Pierre Baldi 107 2 0 11 Apr 2025
ASD Classification on Dynamic Brain Connectome using Temporal Random Walk with Transformer-based Dynamic Network Embedding Suchanuch Piriyasatit Chaohao Yuan Ercan Engin Kuruoglu 194 0 0 16 Mar 2025
Sampling-based Distributed Training with Message Passing Neural Network P. Kakka Sheel Nidhan Rishikesh Ranade Jay Pathak J. MacArt GNN 272 3 0 20 Feb 2025
Hard-Label Black-Box Attacks on 3D Point Clouds Daizong Liu Yunbo Tao Pan Zhou Wei Hu 3DPC 210 1 0 30 Nov 2024
From Graph Diffusion to Graph Classification Jia Jun Cheng Xian Sadegh Mahdavi Renjie Liao Oliver Schulte GNN DiffM 149 0 0 26 Nov 2024
Harnessing Scale and Physics: A Multi-Graph Neural Operator Framework for PDEs on Arbitrary Geometries Zhihao Li Haoze Song Di Xiao Zhilu Lai Wei Wang AI4CE 296 5 0 18 Nov 2024
DiVR: incorporating context from diverse VR scenes for human trajectory prediction Franz Franco Gallo Hui-Yin Wu L. Sassatelli 93 2 0 13 Nov 2024
Strongly Topology-preserving GNNs for Brain Graph Super-resolution Pragya Singh Islem Rekik 98 1 0 01 Nov 2024
Joint Point Cloud Upsampling and Cleaning with Octree-based CNNs Jihe Li Bo Pang Peng-Shuai Wang 3DPC 101 1 0 22 Oct 2024
Graph Fourier Neural Kernels (G-FuNK): Learning Solutions of Nonlinear Diffusive Parametric PDEs on Multiple Domains Shane E. Loeffler Zan Ahmad Syed Yusuf Ali Carolyna Yamamoto D. Popescu Alana Yee Yash Lal Natalia A. Trayanova Mauro Maggioni 112 2 0 06 Oct 2024
A Sinkhorn Regularized Adversarial Network for Image Guided DEM Super-resolution using Frequency Selective Hybrid Graph Transformer Subhajit Paul Ashutosh Gupta 78 0 0 21 Sep 2024
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PharmacoMatch: Efficient 3D Pharmacophore Screening via Neural Subgraph Matching Daniel Rose O. Wieder T. Seidel Thierry Langer 91 0 0 10 Sep 2024
Multi-SIGATnet: A multimodal schizophrenia MRI classification algorithm using sparse interaction mechanisms and graph attention networks Yuhong Jiao Jiaqing Miao Jinnan Gong Hui He Ping Liang Cheng Luo Ying Tan 70 0 0 25 Aug 2024
Global Attention-Guided Dual-Domain Point Cloud Feature Learning for Classification and Segmentation Zihao Li Pan Gao Kang-Soo You Chuan Yan Manoranjan Paul 3DPC 143 1 0 12 Jul 2024
Graph in Graph Neural Network Jiongshu Wang Jing Yang Jiankang Deng Hatice Gunes Siyang Song GNN 127 2 0 30 Jun 2024
Global-Local Graph Neural Networks for Node-Classification Moshe Eliasof Eran Treister 192 5 0 16 Jun 2024
Rule Based Learning with Dynamic (Graph) Neural Networks Florian Seiffarth 112 1 0 14 Jun 2024
MagiNet: Mask-Aware Graph Imputation Network for Incomplete Traffic Data Jianping Zhou Bin Lu Zhanyu Liu Siyu Pan Xuejun Feng Hua Wei Guanjie Zheng Xinbing Wang Chenghu Zhou 109 3 0 05 Jun 2024
Sharing Key Semantics in Transformer Makes Efficient Image Restoration Bin Ren Yawei Li Christos Sakaridis Rakesh Ranjan Mengyuan Liu Rita Cucchiara Luc Van Gool Ming-Hsuan Yang N. Sebe 142 8 0 30 May 2024
Steerable Transformers for Volumetric Data Soumyabrata Kundu Risi Kondor LLMSV ViT 171 1 0 24 May 2024
Flow AM: Generating Point Cloud Global Explanations by Latent Alignment Hanxiao Tan 83 2 0 29 Apr 2024
X-3D: Explicit 3D Structure Modeling for Point Cloud Recognition Shuofeng Sun Yongming Rao Jiwen Lu Haibin Yan 112 8 0 23 Apr 2024
Gaze-Guided Graph Neural Network for Action Anticipation Conditioned on Intention Suleyman Ozdel Yao Rong Mert Albaba Yen-Ling Kuo Xi Wang 103 6 0 10 Apr 2024
The Radar Ghost Dataset -- An Evaluation of Ghost Objects in Automotive Radar Data Florian Kraus Nicolas Scheiner W. Ritter Klaus C. J. Dietmayer 115 17 0 01 Apr 2024
Soft Masked Transformer for Point Cloud Processing with Skip Attention-Based Upsampling Yong-xing He Hongshan Yu Muhammad Ibrahim Xiaoyan Liu Tongjia Chen Anwaar Ulhaq Lin Wang 3DPC 103 0 0 21 Mar 2024
Thermal Earth Model for the Conterminous United States Using an Interpolative Physics-Informed Graph Neural Network (InterPIGNN) M. Aljubran Roland N. Horne AI4CE 121 12 0 15 Mar 2024
Reproducibility and Geometric Intrinsic Dimensionality: An Investigation on Graph Neural Network Research Tobias Hille Maximilian Stubbemann Tom Hanika AI4CE 106 0 0 13 Mar 2024
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3DTextureTransformer: Geometry Aware Texture Generation for Arbitrary Mesh Topology K. Dharma Clayton T. Morrison 108 0 0 07 Mar 2024
Predicting the Temperature Dependence of Surfactant CMCs Using Graph Neural Networks Christoforos Brozos Jan G. Rittig Sandip Bhattacharya Elie Akanny Christina Kohlmann Alexander Mitsos 137 7 0 06 Mar 2024
A Backpack Full of Skills: Egocentric Video Understanding with Diverse Task Perspectives Simone Alberto Peirone Francesca Pistilli A. Alliegro Giuseppe Averta EgoV 150 7 0 05 Mar 2024
Advancements in Point Cloud-Based 3D Defect Detection and Classification for Industrial Systems: A Comprehensive Survey Anju Rani D. O. Arroyo Petar Durdevic 3DPC 159 13 0 20 Feb 2024
Weisfeiler-Leman at the margin: When more expressivity matters Billy J. Franks Christopher Morris A. Velingker Floris Geerts 183 13 0 12 Feb 2024
Classifying point clouds at the facade-level using geometric features and deep learning networks Yue Tan Olaf Wysocki L. Hoegner Uwe Stilla 3DPC 105 4 0 09 Feb 2024
Key-Graph Transformer for Image Restoration Bin Ren Yawei Li Christos Sakaridis Rakesh Ranjan Mengyuan Liu Rita Cucchiara Luc Van Gool N. Sebe 156 1 0 04 Feb 2024
DAM: Diffusion Activation Maximization for 3D Global Explanations Hanxiao Tan 120 2 0 26 Jan 2024
GNN-LoFI: a Novel Graph Neural Network through Localized Feature-based Histogram Intersection Alessandro Bicciato Luca Cosmo G. Minello Luca Rossi A. Torsello 85 3 0 17 Jan 2024
Graph Neural Networks for Surfactant Multi-Property Prediction Christoforos Brozos Jan G. Rittig Sandip Bhattacharya Elie Akanny Christina Kohlmann Alexander Mitsos AI4CE 101 11 0 03 Jan 2024
CRA-PCN: Point Cloud Completion with Intra- and Inter-level Cross-Resolution Transformers Yi Rong Haoran Zhou Lixin Yuan Cheng Mei Jiahao Wang Tong Lu 120 11 0 03 Jan 2024
Saliency-Aware Regularized Graph Neural Network Wenjie Pei Weina Xu Zongze Wu Weichao Li Jinfan Wang Guangming Lu Xiangrong Wang 71 7 0 01 Jan 2024
A Survey on Graph Neural Networks in Intelligent Transportation Systems Hourun Li Yusheng Zhao Zhengyan Mao Yifang Qin Zhiping Xiao Jiaqi Feng Yiyang Gu Wei Ju Xiao Luo Ming Zhang AI4TS AI4CE 41 4 0 01 Jan 2024
Replica Tree-based Federated Learning using Limited Data Ramona Ghilea I. Rekik 86 0 0 28 Dec 2023