SDGNN: Learning Node Representation for Signed Directed Networks

SDGNN: Learning Node Representation for Signed Directed Networks

7 January 2021

Papers citing "SDGNN: Learning Node Representation for Signed Directed Networks"

12 / 12 papers shown

Title
Large Language Models can Achieve Social Balance Pedro Cisneros-Velarde 47 1 0 05 Oct 2024
Signed Graph Autoencoder for Explainable and Polarization-Aware Network Embeddings Nikolaos Nakis Chrysoula Kosma Giannis Nikolentzos Michalis Chatzianastasis Iakovos Evdaimon Michalis Vazirgiannis 46 1 0 16 Sep 2024
Graph Learning in 4D: a Quaternion-valued Laplacian to Enhance Spectral GCNs Stefano Fiorini Stefano Coniglio Michele Ciavotta Enza Messina GNN 29 5 0 28 Dec 2023
SGA: A Graph Augmentation Method for Signed Graph Neural Networks Zeyu Zhang Shuyan Wan Sijie Wang Xianda Zheng Xinrui Zhang Kaiqi Zhao Jiamou Liu Dong Hao 16 1 0 15 Oct 2023
A Hybrid Membership Latent Distance Model for Unsigned and Signed Integer Weighted Networks Nikolaos Nakis Abdulkadir Çelikkanat Morten Mørup 33 0 0 29 Aug 2023
Characterizing Polarization in Social Networks using the Signed Relational Latent Distance Model Nikolaos Nakis Abdulkadir Çelikkanat Louis Boucherie Christian Djurhuus Felix Burmester Daniel Mathias Holmelund Monika Frolcová Morten Mørup 26 6 0 23 Jan 2023
Signed Directed Graph Contrastive Learning with Laplacian Augmentation Taewook Ko Yoonhyuk Choi Chong-Kwon Kim 28 3 0 12 Jan 2023
MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian Yixuan He Michael Perlmutter Gesine Reinert Mihai Cucuringu 38 27 0 01 Sep 2022
Signed Graph Neural Networks: A Frequency Perspective Rahul Singh Yongxin Chen 11 11 0 15 Aug 2022
Representation Learning in Continuous-Time Dynamic Signed Networks Kartik Sharma Mohit Raghavendra Y. Lee M. Anandkumar Srijan Kumar 34 8 0 07 Jul 2022
SSSNET: Semi-Supervised Signed Network Clustering Yixuan He Gesine Reinert Songchao Wang Mihai Cucuringu 26 28 0 13 Oct 2021
MUSE: Multi-faceted Attention for Signed Network Embedding Dengcheng Yan Youwen Zhang Wei Li Yiwen Zhang 16 14 0 29 Apr 2021