v1v2 (latest)

Learning Role-based Graph Embeddings

7 February 2018

Ryan Rossi

Papers citing "Learning Role-based Graph Embeddings"

33 / 33 papers shown

Title
Unsupervised Framework for Evaluating and Explaining Structural Node Embeddings of Graphs A. Dehghan Kinga Siuta Agata Skorupka A. Betlen David Miller B. Kamiński P. Prałat 53 1 0 19 Jun 2023
BERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection Sihao Hu Zhen Zhang B. Luo Shengliang Lu Bingsheng He Ling Liu 74 44 0 29 Mar 2023
Towards Improved Illicit Node Detection with Positive-Unlabelled Learning Junliang Luo Farimah Poursafaei Xue Liu 49 2 0 04 Mar 2023
Neural Embedding: Learning the Embedding of the Manifold of Physics Data Sang Eon Park Philip C. Harris B. Ostdiek PINN DRL AI4CE 100 17 0 10 Aug 2022
MetaGL: Evaluation-Free Selection of Graph Learning Models via Meta-Learning Namyong Park Ryan Rossi Nesreen Ahmed Christos Faloutsos 93 7 0 18 Jun 2022
LAGOON: An Analysis Tool for Open Source Communities Sourya Dey Walt Woods 35 2 0 26 Jan 2022
Network representation learning: A macro and micro view Xueyi Liu Jie Tang GNN AI4TS 78 23 0 21 Nov 2021
Generalizable Cross-Graph Embedding for GNN-based Congestion Prediction Amur Ghose Vincent Zhang Yingxue Zhang Dong Li Wulong Liu Mark Coates 77 31 0 10 Nov 2021
Network Representation Learning: From Preprocessing, Feature Extraction to Node Embedding Jingya Zhou Ling Liu Wenqi Wei Jianxi Fan AI4TS 102 77 0 14 Oct 2021
Twitch Gamers: a Dataset for Evaluating Proximity Preserving and Structural Role-based Node Embeddings Benedek Rozemberczki Rik Sarkar 211 71 0 08 Jan 2021
Massively Parallel Graph Drawing and Representation Learning Christian Böhm Claudia Plant GNN 104 3 0 06 Nov 2020
Heterogeneous Graphlets Ryan A. Rossi Nesreen Ahmed Aldo G. Carranza David Arbour Anup B. Rao Sungchul Kim Eunyee Koh 54 20 0 23 Oct 2020
Graph Neural Networks with Heterophily Jiong Zhu Ryan A. Rossi Anup B. Rao Tung Mai Nedim Lipka Nesreen Ahmed Danai Koutra 91 314 0 28 Sep 2020
From Static to Dynamic Node Embeddings Di Jin Sungchul Kim Ryan A. Rossi Danai Koutra AI4TS 57 4 0 21 Sep 2020
Bot-Match: Social Bot Detection with Recursive Nearest Neighbors Search David M. Beskow Kathleen M. Carley AAML 18 2 0 15 Jul 2020
Blockchain is Watching You: Profiling and Deanonymizing Ethereum Users Ferenc Béres István András Seres András A. Benczúr Mikerah Quintyne-Collins 85 76 0 28 May 2020
Empirical Comparison of Graph Embeddings for Trust-Based Collaborative Filtering Tomislav Duricic Hussain Hussain Emanuel Lacić Dominik Kowald D. Helic Elisabeth Lex FedML 29 3 0 30 Mar 2020
Block-Approximated Exponential Random Graphs Florian Adriaens Alexandru Mara Jefrey Lijffijt T. D. Bie 47 3 0 14 Feb 2020
Deep Graph Similarity Learning: A Survey Guixiang Ma Nesreen Ahmed Theodore L. Willke Philip S. Yu GNN 69 77 0 25 Dec 2019
Temporal Network Sampling Nesreen Ahmed N. Duffield Ryan A. Rossi AI4TS 63 3 0 18 Oct 2019
RiWalk: Fast Structural Node Embedding via Role Identification Xuewei Ma Geng Qin Zhiyang Qiu Mingxin Zheng Zhe Wang 57 38 0 15 Oct 2019
Multi-scale Attributed Node Embedding Benedek Rozemberczki Carl Allen Rik Sarkar GNN 286 867 0 28 Sep 2019
On Proximity and Structural Role-based Embeddings in Networks: Misconceptions, Techniques, and Applications Ryan A. Rossi Di Jin Sungchul Kim Nesreen Ahmed Danai Koutra J. B. Lee 70 38 0 22 Aug 2019
Embedding Biomedical Ontologies by Jointly Encoding Network Structure and Textual Node Descriptors Sotiris Kotitsas Dimitris Pappas Ion Androutsopoulos Ryan T. McDonald Marianna Apidianaki GNN 37 15 0 13 Jun 2019
End to end learning and optimization on graphs Bryan Wilder Eric Ewing B. Dilkina Milind Tambe GNN 86 107 0 31 May 2019
Dynamic Node Embeddings from Edge Streams J. B. Lee G. Nguyen Ryan A. Rossi Nesreen Ahmed Eunyee Koh Sungchul Kim AI4TS 65 6 0 12 Apr 2019
Heterogeneous Network Motifs Ryan A. Rossi Nesreen Ahmed Aldo G. Carranza David Arbour Anup B. Rao Sungchul Kim Eunyee Koh 100 23 0 28 Jan 2019
Role action embeddings: scalable representation of network positions George Berry GNN 32 2 0 19 Nov 2018
Similarity Learning with Higher-Order Graph Convolutions for Brain Network Analysis Guixiang Ma Nesreen Ahmed Theodore L. Willke D. Sengupta Michael W. Cole Nicholas B. Turk-Browne Pratik Shah MedIm 82 8 0 02 Nov 2018
Higher-order Spectral Clustering for Heterogeneous Graphs Aldo G. Carranza Ryan A. Rossi Anup B. Rao Eunyee Koh 42 9 0 06 Oct 2018
Higher-order Graph Convolutional Networks J. B. Lee Ryan A. Rossi Xiangnan Kong Sungchul Kim Eunyee Koh Anup B. Rao GNN 74 36 0 12 Sep 2018
Attention Models in Graphs: A Survey J. B. Lee Ryan A. Rossi Sungchul Kim Nesreen K. Ahmed Eunyee Koh GNN 67 164 0 20 Jul 2018
HONE: Higher-Order Network Embeddings Ryan A. Rossi Nesreen Ahmed Eunyee Koh Sungchul Kim Anup B. Rao Yasin Abbasi-Yadkori 98 22 0 28 Jan 2018