v1v2v3 (latest)

Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs

10 April 2017

M. Simonovsky

N. Komodakis

GNN

ArXiv (abs)PDF HTML Github (232★)

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

50 / 520 papers shown

Title
NOCL: Node-Oriented Conceptualization LLM for Graph Tasks without Message Passing Wei Li Mengcheng Lan Jiaxing Xu Yiping Ke 46 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 146 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 73 0 0 19 May 2025
FA-KPConv: Introducing Euclidean Symmetries to KPConv via Frame Averaging Ali Alawieh Alexandru P. Condurache 3DPC 209 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 Jiaming Zhang Jürgen Beyerer 3DPC 114 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 73 0 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 154 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 205 3 0 20 Feb 2025
Hard-Label Black-Box Attacks on 3D Point Clouds Daizong Liu Yunbo Tao Pan Zhou Wei Hu 3DPC 180 0 0 30 Nov 2024
From Graph Diffusion to Graph Classification Jia Jun Cheng Xian Sadegh Mahdavi Renjie Liao Oliver Schulte GNN DiffM 132 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 260 4 0 18 Nov 2024
DiVR: incorporating context from diverse VR scenes for human trajectory prediction Franz Franco Gallo Hui-Yin Wu L. Sassatelli 73 2 0 13 Nov 2024
Strongly Topology-preserving GNNs for Brain Graph Super-resolution Pragya Singh Islem Rekik 68 0 0 01 Nov 2024
Joint Point Cloud Upsampling and Cleaning with Octree-based CNNs Jihe Li Bo Pang Peng-Shuai Wang 3DPC 71 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 85 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 54 0 0 21 Sep 2024
Neural Laplacian Operator for 3D Point Clouds Bo Pang Zhongtian Zheng Yilong Li Guoping Wang Peng-Shuai Wang 3DPC 109 2 0 10 Sep 2024
PharmacoMatch: Efficient 3D Pharmacophore Screening via Neural Subgraph Matching Daniel Rose O. Wieder T. Seidel Thierry Langer 55 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 58 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 114 0 0 12 Jul 2024
Graph in Graph Neural Network Jiongshu Wang Jing Yang Jiankang Deng Hatice Gunes Siyang Song GNN 105 2 0 30 Jun 2024
Global-Local Graph Neural Networks for Node-Classification Moshe Eliasof Eran Treister 151 3 0 16 Jun 2024
Rule Based Learning with Dynamic (Graph) Neural Networks Florian Seiffarth 86 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 99 2 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 125 7 0 30 May 2024
Steerable Transformers for Volumetric Data Soumyabrata Kundu Risi Kondor LLMSV ViT 123 1 0 24 May 2024
Flow AM: Generating Point Cloud Global Explanations by Latent Alignment Hanxiao Tan 59 1 0 29 Apr 2024
X-3D: Explicit 3D Structure Modeling for Point Cloud Recognition Shuofeng Sun Yongming Rao Jiwen Lu Haibin Yan 90 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 79 4 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 83 15 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 Ajmal Mian 3DPC 87 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 91 10 0 15 Mar 2024
Reproducibility and Geometric Intrinsic Dimensionality: An Investigation on Graph Neural Network Research Tobias Hille Maximilian Stubbemann Tom Hanika AI4CE 65 0 0 13 Mar 2024
Local Vertex Colouring Graph Neural Networks Shouheng Li Dongwoo Kim Qing Wang 113 1 0 10 Mar 2024
3DTextureTransformer: Geometry Aware Texture Generation for Arbitrary Mesh Topology K. Dharma Clayton T. Morrison 86 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 107 4 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 120 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 131 13 0 20 Feb 2024
Weisfeiler-Leman at the margin: When more expressivity matters Billy J. Franks Christopher Morris A. Velingker Floris Geerts 152 12 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 90 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 141 1 0 04 Feb 2024
DAM: Diffusion Activation Maximization for 3D Global Explanations Hanxiao Tan 77 1 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 69 2 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 75 8 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 80 8 0 03 Jan 2024
Saliency-Aware Regularized Graph Neural Network Wenjie Pei Weina Xu Zongze Wu Weichao Li Jinfan Wang Guangming Lu Xiangrong Wang 60 5 0 01 Jan 2024
Replica Tree-based Federated Learning using Limited Data Ramona Ghilea I. Rekik 70 0 0 28 Dec 2023
Foveation in the Era of Deep Learning George Killick Paul Henderson Paul Siebert Gerardo Aragon Camarasa FedML 84 2 0 03 Dec 2023
U3DS $^3$ : Unsupervised 3D Semantic Scene Segmentation Jiaxu Liu Zhengdi Yu T. Breckon Hubert P. H. Shum 3DPC 77 10 0 10 Nov 2023
Deep Learning-based 3D Point Cloud Classification: A Systematic Survey and Outlook Huang Zhang Changshuo Wang Shengwei Tian Baoli Lu Liping Zhang Xin Ning Xiao Bai 3DPC 147 115 0 05 Nov 2023