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Understanding Isomorphism Bias in Graph Data Sets

26 October 2019

Papers citing "Understanding Isomorphism Bias in Graph Data Sets"

21 / 21 papers shown

Title
KAA: Kolmogorov-Arnold Attention for Enhancing Attentive Graph Neural Networks Taoran Fang Tianhong Gao Chunping Wang Yihao Shang Wei Chow Lei Chen Yang Yang 172 2 0 23 Jan 2025
Graph Counterfactual Explainable AI via Latent Space Traversal Andreas Abildtrup Hansen Paraskevas Pegios Anna Calissano Aasa Feragen OOD BDL AAML 130 1 0 15 Jan 2025
EUGENE: Explainable Unsupervised Approximation of Graph Edit Distance with Generalized Edit Costs Aditya Bommakanti Harshith Reddy Vonteri Sayan Ranu Panagiotis Karras 62 0 0 08 Feb 2024
Provably Powerful Graph Networks Haggai Maron Heli Ben-Hamu Hadar Serviansky Y. Lipman 135 582 0 27 May 2019
Stability and Generalization of Graph Convolutional Neural Networks Saurabh Verma Zhi-Li Zhang GNN MLT 111 159 0 03 May 2019
Graph Kernels: A Survey Giannis Nikolentzos Giannis Siglidis Michalis Vazirgiannis 130 123 0 27 Apr 2019
A Survey on Graph Kernels Nils M. Kriege Fredrik D. Johansson Christopher Morris 151 419 0 28 Mar 2019
GNNExplainer: Generating Explanations for Graph Neural Networks Rex Ying Dylan Bourgeois Jiaxuan You Marinka Zitnik J. Leskovec LLMAG 150 1,333 0 10 Mar 2019
Fast Graph Representation Learning with PyTorch Geometric Matthias Fey J. E. Lenssen 3DH GNN 3DPC 244 4,368 0 06 Mar 2019
Do ImageNet Classifiers Generalize to ImageNet? Benjamin Recht Rebecca Roelofs Ludwig Schmidt Vaishaal Shankar OOD SSeg VLM 121 1,727 0 13 Feb 2019
Do We Train on Test Data? Purging CIFAR of Near-Duplicates Björn Barz Joachim Denzler 72 97 0 01 Feb 2019
Semantic Redundancies in Image-Classification Datasets: The 10% You Don't Need Vighnesh Birodkar H. Mobahi Samy Bengio 74 82 0 29 Jan 2019
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 801 8,579 0 03 Jan 2019
Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks Christopher Morris Martin Ritzert Matthias Fey William L. Hamilton J. E. Lenssen Gaurav Rattan Martin Grohe GNN 194 1,645 0 04 Oct 2018
How Powerful are Graph Neural Networks? Keyulu Xu Weihua Hu J. Leskovec Stefanie Jegelka GNN 259 7,705 0 01 Oct 2018
Anonymous Walk Embeddings Sergey Ivanov Evgeny Burnaev GNN 65 180 0 30 May 2018
Recognizing Cuneiform Signs Using Graph Based Methods Nils M. Kriege Matthias Fey Denis Fisseler Petra Mutzel F. Weichert 119 33 0 16 Feb 2018
Faster Kernels for Graphs with Continuous Attributes via Hashing Christopher Morris Nils M. Kriege Kristian Kersting Petra Mutzel 51 100 0 01 Oct 2016
Propagation Kernels Marion Neumann Roman Garnett Christian Bauckhage Kristian Kersting 75 263 0 13 Oct 2014
Subgraph Matching Kernels for Attributed Graphs Nils Kriege Petra Mutzel 73 279 0 27 Jun 2012
Graph Kernels S.V.N. Vishwanathan Karsten Borgwardt I. Kondor N. Schraudolph 151 1,206 0 01 Jul 2008