Zoo Guide to Network Embedding

5 May 2023

Anthony Baptista

Rubén J. Sánchez-García

Papers citing "Zoo Guide to Network Embedding"

44 / 44 papers shown

Title
Exact and rapid linear clustering of networks with dynamic programming Alice Patania Antoine Allard Jean-Gabriel Young 43 7 0 25 Jan 2023
Cell Attention Networks Lorenzo Giusti Claudio Battiloro Lucia Testa P. Lorenzo S. Sardellitti Sergio Barbarossa 3DPC GNN 382 36 0 16 Sep 2022
Neural Sheaf Diffusion: A Topological Perspective on Heterophily and Oversmoothing in GNNs Cristian Bodnar Francesco Di Giovanni B. Chamberlain Pietro Lio Michael M. Bronstein 88 183 0 09 Feb 2022
HoroPCA: Hyperbolic Dimensionality Reduction via Horospherical Projections Ines Chami Albert Gu D. Nguyen Christopher Ré 60 46 0 07 Jun 2021
What are higher-order networks? C. Bick Elizabeth Gross Heather A. Harrington Michael T. Schaub 142 287 0 20 Apr 2021
Cell Complex Neural Networks Mustafa Hajij Kyle Istvan Ghada Zamzmi 92 61 0 02 Oct 2020
Community detection in networks using graph embeddings Aditya Tandon A. Albeshri V. Thayananthan W. Alhalabi F. Radicchi S. Fortunato GNN 51 37 0 11 Sep 2020
MultiVERSE: a multiplex and multiplex-heterogeneous network embedding approach Léo Pio-Lopez Alberto Valdeolivas Laurent Tichit Élisabeth Remy A. Baudot 40 41 0 23 Aug 2020
Machine Learning on Graphs: A Model and Comprehensive Taxonomy Ines Chami Sami Abu-El-Haija Bryan Perozzi Christopher Ré Kevin Patrick Murphy 90 290 0 07 May 2020
Low-Dimensional Hyperbolic Knowledge Graph Embeddings Ines Chami A. Wolf Da-Cheng Juan Frederic Sala Sujith Ravi Christopher Ré 58 395 0 01 May 2020
Hyperbolic Graph Convolutional Neural Networks Ines Chami Rex Ying Christopher Ré J. Leskovec GNN 113 651 0 28 Oct 2019
Representation Learning of EHR Data via Graph-Based Medical Entity Embedding Tong Wu Yunlong Wang Yue Wang E. Zhao Yilian Yuan Zhi Yang AI4TS 73 15 0 07 Oct 2019
Weight Agnostic Neural Networks Adam Gaier David R Ha OOD 65 242 0 11 Jun 2019
Mercator: uncovering faithful hyperbolic embeddings of complex networks Guillermo García-Pérez Antoine Allard M. Á. Serrano Marián Boguná 31 77 0 24 Apr 2019
Eigenvalue and Generalized Eigenvalue Problems: Tutorial Benyamin Ghojogh Fakhri Karray Mark Crowley 77 124 0 25 Mar 2019
Hypergraph Convolution and Hypergraph Attention S. Bai Feihu Zhang Philip Torr GNN 93 626 0 23 Jan 2019
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 1.1K 5,532 0 20 Dec 2018
Representation Learning on Graphs with Jumping Knowledge Networks Keyulu Xu Chengtao Li Yonglong Tian Tomohiro Sonobe Ken-ichi Kawarabayashi Stefanie Jegelka GNN 516 1,990 0 09 Jun 2018
Representation Tradeoffs for Hyperbolic Embeddings Christopher De Sa Albert Gu Christopher Ré Frederic Sala 216 413 0 10 Apr 2018
VERSE: Versatile Graph Embeddings from Similarity Measures Anton Tsitsulin Davide Mottin Panagiotis Karras Emmanuel Müller 58 269 0 13 Mar 2018
Modeling polypharmacy side effects with graph convolutional networks Marinka Zitnik Monica Agrawal J. Leskovec GNN 116 1,086 0 02 Feb 2018
Network Representation Learning: A Survey Daokun Zhang Jie Yin Xingquan Zhu Chengqi Zhang GNN AI4TS 102 622 0 04 Dec 2017
Representation Learning for Scale-free Networks Rui Feng Yang Yang Wenjie Hu Leilei Gan Yueting Zhuang GNN 53 51 0 29 Nov 2017
GraphGAN: Graph Representation Learning with Generative Adversarial Nets Hongwei Wang Jia Wang Jialin Wang Miao Zhao Weinan Zhang Fuzheng Zhang Xing Xie Minyi Guo GNN GAN 87 625 0 22 Nov 2017
Adversarial Network Embedding Quanyu Dai Qiang Li Jian Tang Dan Wang GNN GAN 70 222 0 21 Nov 2017
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 481 20,233 0 30 Oct 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 514 15,319 0 07 Jun 2017
Poincaré Embeddings for Learning Hierarchical Representations Maximilian Nickel Douwe Kiela 93 1,310 0 22 May 2017
Heterogeneous Information Network Embedding for Meta Path based Proximity Zhipeng Huang N. Mamoulis GNN 58 110 0 19 Jan 2017
Variational Graph Auto-Encoders Thomas Kipf Max Welling GNN BDL SSL CML 151 3,592 0 21 Nov 2016
DeepCas: an End-to-end Predictor of Information Cascades Cheng Li Jiaqi Ma Xiaoxiao Guo Qiaozhu Mei GNN 48 328 0 16 Nov 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 657 29,154 0 09 Sep 2016
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 191 10,906 0 03 Jul 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 356 7,671 0 30 Jun 2016
Learning Convolutional Neural Networks for Graphs Mathias Niepert Mohamed Ahmed Konstantin Kutzkov GNN SSL 138 2,154 0 17 May 2016
Convolutional Networks on Graphs for Learning Molecular Fingerprints David Duvenaud D. Maclaurin J. Aguilera-Iparraguirre Rafael Gómez-Bombarelli Timothy D. Hirzel Alán Aspuru-Guzik Ryan P. Adams GNN 223 3,357 0 30 Sep 2015
Embedding Entities and Relations for Learning and Inference in Knowledge Bases Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng NAI 107 3,203 0 20 Dec 2014
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 263 9,800 0 26 Mar 2014
Spectral Networks and Locally Connected Networks on Graphs Joan Bruna Wojciech Zaremba Arthur Szlam Yann LeCun GNN 230 4,884 0 21 Dec 2013
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 402 33,560 0 16 Oct 2013
Large-scale Multi-label Learning with Missing Labels Hsiang-Fu Yu Prateek Jain Purushottam Kar Inderjit S. Dhillon MQ 88 493 0 18 Jul 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 680 31,544 0 16 Jan 2013
A Fast and Simple Algorithm for Training Neural Probabilistic Language Models A. Mnih Yee Whye Teh 179 578 0 27 Jun 2012
Vector Diffusion Maps and the Connection Laplacian A. Singer Hau-Tieng Wu 76 310 0 01 Feb 2011