k-hop Graph Neural Networks

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k-hop Graph Neural Networks

Neural Networks (NN), 2019

13 July 2019

Giannis Nikolentzos

George Dasoulas

Michalis Vazirgiannis

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Papers citing "k-hop Graph Neural Networks"

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Title
From Stars to Subgraphs: Uplifting Any GNN with Local Structure Awareness Lingxiao Zhao Wei Jin Leman Akoglu Neil Shah GNN 424 197 0 07 Oct 2021
Ego-based Entropy Measures for Structural Representations on GraphsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 George Dasoulas Giannis Nikolentzos Kevin Scaman Aladin Virmaux Michalis Vazirgiannis 91 0 0 17 Feb 2021
Graph convolutions that can finally model local structure Rémy Brossard Oriel Frigo David Dehaene GNN 305 52 0 30 Nov 2020
Locality Preserving Dense Graph Convolutional Networks with Graph Context-Aware Node Representations Wenfeng Liu Maoguo Gong Zedong Tang •. A. K. Qin GNN 146 17 0 12 Oct 2020
On the Bottleneck of Graph Neural Networks and its Practical Implications Uri Alon Eran Yahav GNN 562 847 0 09 Jun 2020
Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Yanlin Feng Xinyue Chen Bill Yuchen Lin Peifeng Wang Jun Yan Xiang Ren LRM KELM 209 263 0 01 May 2020