Convolutional Kernel Networks for Graph-Structured Data

Convolutional Kernel Networks for Graph-Structured Data

11 March 2020

Papers citing "Convolutional Kernel Networks for Graph-Structured Data"

14 / 14 papers shown

Title
Descriptive Kernel Convolution Network with Improved Random Walk Kernel Meng-Chieh Lee Lingxiao Zhao L. Akoglu 23 3 0 08 Feb 2024
Explaining the Power of Topological Data Analysis in Graph Machine Learning Funmilola Mary Taiwo Umar Islambekov Cüneyt Gürcan Akçora AI4CE 39 3 0 08 Jan 2024
Unsupervised Neighborhood Propagation Kernel Layers for Semi-supervised Node Classification Sonny Achten F. Tonin Panagiotis Patrinos Johan A. K. Suykens 42 4 0 31 Jan 2023
COmic: Convolutional Kernel Networks for Interpretable End-to-End Learning on (Multi-)Omics Data Jonas C. Ditz Bernhard Reuter Nícolas Pfeifer 24 1 0 02 Dec 2022
Capturing Graphs with Hypo-Elliptic Diffusions Csaba Tóth Darrick Lee Celia Hacker Harald Oberhauser 18 12 0 27 May 2022
Weisfeiler and Leman Go Walking: Random Walk Kernels Revisited Nils M. Kriege 16 15 0 22 May 2022
Generalized Reference Kernel for One-class Classification Jenni Raitoharju Alexandros Iosifidis 18 2 0 01 May 2022
Graph-wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning Thilini Cooray Ngai-man Cheung 27 6 0 16 Dec 2021
A Variational Graph Autoencoder for Manipulation Action Recognition and Prediction Gamze Akyol Sanem Sariel E. Aksoy GNN DRL BDL 41 2 0 25 Oct 2021
Permute Me Softly: Learning Soft Permutations for Graph Representations Giannis Nikolentzos George Dasoulas Michalis Vazirgiannis GNN 36 9 0 05 Oct 2021
Prototypical Graph Contrastive Learning Shuai Lin Pan Zhou Zi-Yuan Hu Shuojia Wang Ruihui Zhao Yefeng Zheng Liang Lin Eric P. Xing Xiaodan Liang 24 86 0 17 Jun 2021
GraphiT: Encoding Graph Structure in Transformers Grégoire Mialon Dexiong Chen Margot Selosse Julien Mairal 20 164 0 10 Jun 2021
Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels Qingqing Long Yilun Jin Yi Wu Guojie Song 38 37 0 07 Apr 2021
Graph kernels between point clouds Francis R. Bach 3DPC 231 85 0 20 Dec 2007