VERSE: Versatile Graph Embeddings from Similarity Measures

13 March 2018

Papers citing "VERSE: Versatile Graph Embeddings from Similarity Measures"

50 / 104 papers shown

Title
Boost then Convolve: Gradient Boosting Meets Graph Neural Networks Sergei Ivanov Liudmila Prokhorenkova AI4CE 53 52 0 21 Jan 2021
FusedMM: A Unified SDDMM-SpMM Kernel for Graph Embedding and Graph Neural Networks Md. Khaledur Rahman Majedul Haque Sujon A. Azad FedML GNN 8 50 0 07 Nov 2020
Massively Parallel Graph Drawing and Representation Learning Christian Böhm Claudia Plant GNN 9 2 0 06 Nov 2020
GAGE: Geometry Preserving Attributed Graph Embeddings Charilaos I. Kanatsoulis N. Sidiropoulos 22 2 0 03 Nov 2020
InstantEmbedding: Efficient Local Node Representations Stefan Postavaru Anton Tsitsulin Filipe Almeida Yingtao Tian Silvio Lattanzi Bryan Perozzi 17 20 0 14 Oct 2020
UniNet: Scalable Network Representation Learning with Metropolis-Hastings Sampling Xingyu Yao Yingxia Shao Bin Cui Lei Chen 27 9 0 10 Oct 2020
Inductive Graph Embeddings through Locality Encodings Nurudin Alvarez-Gonzalez Andreas Kaltenbrunner Vicencc Gómez GNN 15 1 0 26 Sep 2020
Towards a Flexible Embedding Learning Framework Chin-Chia Michael Yeh Dhruv Gelda Zhongfang Zhuang Yan Zheng Liang Gou Wei Zhang 30 61 0 23 Sep 2020
Force2Vec: Parallel force-directed graph embedding Md. Khaledur Rahman Majedul Haque Sujon A. Azad GNN 13 18 0 17 Sep 2020
Understanding Coarsening for Embedding Large-Scale Graphs Taha Atahan Akyildiz Amro Alabsi Aljundi K. Kaya 11 4 0 10 Sep 2020
GOSH: Embedding Big Graphs on Small Hardware Taha Atahan Akyildiz Amro Alabsi Aljundi K. Kaya GNN 9 17 0 27 Aug 2020
Graph Learning for Combinatorial Optimization: A Survey of State-of-the-Art Yun Peng Byron Choi Jianliang Xu 25 5 0 26 Aug 2020
MultiVERSE: a multiplex and multiplex-heterogeneous network embedding approach Léo Pio-Lopez Alberto Valdeolivas Laurent Tichit Élisabeth Remy A. Baudot 6 40 0 23 Aug 2020
Adversarial Directed Graph Embedding Shijie Zhu Jianxin Li Hao Peng Senzhang Wang Lifang He GAN GNN 17 43 0 09 Aug 2020
Graph Clustering with Graph Neural Networks Anton Tsitsulin John Palowitch Bryan Perozzi Emmanuel Müller GNN AI4CE 20 259 0 30 Jun 2020
SCE: Scalable Network Embedding from Sparsest Cut Shengzhong Zhang Zengfeng Huang Haicang Zhou Ziang Zhou SSL BDL 29 18 0 30 Jun 2020
Time-varying Graph Representation Learning via Higher-Order Skip-Gram with Negative Sampling Simone Piaggesi Andre' Panisson 6 1 0 25 Jun 2020
Class-Attentive Diffusion Network for Semi-Supervised Classification Jongin Lim Daeho Um H. Chang D. Jo J. Choi 28 14 0 18 Jun 2020
Contrastive Multi-View Representation Learning on Graphs Kaveh Hassani Amir Hosein Khas Ahmadi SSL 31 1,273 0 10 Jun 2020
FREDE: Anytime Graph Embeddings Anton Tsitsulin Marina Munkhoeva Davide Mottin Panagiotis Karras Ivan Oseledets Emmanuel Müller 25 34 0 08 Jun 2020
Unsupervised Hierarchical Graph Representation Learning by Mutual Information Maximization Fei Ding Xiaohong Zhang Justin Sybrandt Ilya Safro SSL 16 6 0 18 Mar 2020
Benchmarking Network Embedding Models for Link Prediction: Are We Making Progress? Alexandru Mara Jefrey Lijffijt T. D. Bie 43 22 0 25 Feb 2020
Graph Ordering: Towards the Optimal by Learning Kangfei Zhao Yu Rong Jianwei Yu Junzhou Huang Hao Zhang 13 5 0 18 Jan 2020
Inductive Document Network Embedding with Topic-Word Attention Robin Brochier Adrien Guille Julien Velcin 10 10 0 10 Jan 2020
Deep Graph Similarity Learning: A Survey Guixiang Ma Nesreen Ahmed Theodore L. Willke Philip S. Yu GNN 21 77 0 25 Dec 2019
Bridging the Gap between Community and Node Representations: Graph Embedding via Community Detection A. Lutov Dingqi Yang Philippe Cudré-Mauroux 14 7 0 17 Dec 2019
Exponential Family Graph Embeddings Abdulkadir Çelikkanat Fragkiskos D. Malliaros 33 13 0 20 Nov 2019
Diffusion Improves Graph Learning Johannes Klicpera Stefan Weißenberger Stephan Günnemann GNN 53 686 0 28 Oct 2019
Overlapping Community Detection with Graph Neural Networks Oleksandr Shchur Stephan Günnemann GNN 27 129 0 26 Sep 2019
Hypergraph Partitioning With Embeddings Justin Sybrandt Ruslan Shaydulin Ilya Safro 25 10 0 09 Sep 2019
Fast and Accurate Network Embeddings via Very Sparse Random Projection Haochen Chen Syed Fahad Sultan Yingtao Tian Muhao Chen Steven Skiena 11 86 0 30 Aug 2019
Network Embedding: on Compression and Learning Esra Akbas M. E. Aktas GNN 21 9 0 05 Jul 2019
NetSMF: Large-Scale Network Embedding as Sparse Matrix Factorization J. Qiu Yuxiao Dong Hao Ma Jun Yu Li Chi Wang Kuansan Wang Jie Tang 16 170 0 26 Jun 2019
vGraph: A Generative Model for Joint Community Detection and Node Representation Learning Fan-Yun Sun Meng Qu Jordan Hoffmann Chin-Wei Huang Jian Tang BDL 9 91 0 18 Jun 2019
Homogeneous Network Embedding for Massive Graphs via Reweighted Personalized PageRank Renchi Yang Jieming Shi Xiaokui Xiao Yifan Yang S. Bhowmick 17 65 0 17 Jun 2019
Higher-Order Ranking and Link Prediction: From Closing Triangles to Closing Higher-Order Motifs Ryan A. Rossi Anup B. Rao Sungchul Kim Eunyee Koh Nesreen Ahmed Gang Wu 3DV LRM 8 17 0 12 Jun 2019
An Unsupervised Framework for Comparing Graph Embeddings B. Kamiński P. Prałat F. Théberge 10 15 0 29 May 2019
FOBE and HOBE: First- and High-Order Bipartite Embeddings Justin Sybrandt Ilya Safro 11 15 0 27 May 2019
Low-dimensional statistical manifold embedding of directed graphs Thorben Funke Tian Guo Alen Lancic Nino Antulov-Fantulin 11 4 0 24 May 2019
Scalable Graph Embeddings via Sparse Transpose Proximities Yuan Yin Zhewei Wei 33 52 0 16 May 2019
Is a Single Embedding Enough? Learning Node Representations that Capture Multiple Social Contexts Alessandro Epasto Bryan Perozzi 22 103 0 06 May 2019
Network Representation Learning: Consolidation and Renewed Bearing Saket Gurukar Priyesh Vijayan Aakash Srinivasan Goonmeet Bajaj Chen Cai ... Pranav Maneriker Anasua Mitra Vedang Patel Balaraman Ravindran Srinivasan Parthasarathy 17 22 0 02 May 2019
DDGK: Learning Graph Representations for Deep Divergence Graph Kernels Rami Al-Rfou Dustin Zelle Bryan Perozzi 13 57 0 21 Apr 2019
A Comparative Study for Unsupervised Network Representation Learning Megha Khosla Vinay Setty Avishek Anand SSL 26 54 0 19 Mar 2019
GraphVite: A High-Performance CPU-GPU Hybrid System for Node Embedding Zhaocheng Zhu Shizhen Xu Meng Qu Jian Tang GNN 13 112 0 02 Mar 2019
Representation Learning for Recommender Systems with Application to the Scientific Literature Robin Brochier 14 5 0 28 Feb 2019
Link Prediction with Mutual Attention for Text-Attributed Networks Robin Brochier Adrien Guille Julien Velcin 14 12 0 28 Feb 2019
Link Prediction via Higher-Order Motif Features Ghadeer Abuoda G. D. F. Morales Ashraf Aboulnaga 24 37 0 08 Feb 2019
Word Embeddings for Entity-annotated Texts Satya Almasian Andreas Spitz Michael Gertz 19 7 0 06 Feb 2019
Efficient Representation Learning Using Random Walks for Dynamic Graphs Hooman Peiro Sajjad Andrew Docherty Y. Tyshetskiy 24 27 0 05 Jan 2019