Link Sign Prediction

5 papers with code • 3 benchmarks • 2 datasets

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SSSNET: Semi-Supervised Signed Network Clustering

sherylhyx/sssnet_signed_clustering 13 Oct 2021

Node embeddings are a powerful tool in the analysis of networks; yet, their full potential for the important task of node clustering has not been fully exploited.

19
13 Oct 2021

Signed Bipartite Graph Neural Networks

huangjunjie-cs/SBGNN 22 Aug 2021

Signed bipartite networks are different from classical signed networks, which contain two different node sets and signed links between two node sets.

17
22 Aug 2021

Decoupled Variational Embedding for Signed Directed Networks

xuChenSJTU/DVE-master 28 Aug 2020

Comprehensive results on both link sign prediction and node recommendation task demonstrate the effectiveness of DVE.

1
28 Aug 2020

Learning Opinion Dynamics From Social Traces

corradomonti/learnable-opinion-dynamics 2 Jun 2020

In this work we propose an inference mechanism for fitting a generative, agent-like model of opinion dynamics to real-world social traces.

31
02 Jun 2020

Deep Network Embedding for Graph Representation Learning in Signed Networks

shenxiaocam/Deep-network-embedding-for-graph-representation-learning-in-signed-networks 7 Jan 2019

As an effective approach to solve graph mining problems, network embedding aims to learn a low-dimensional feature vector representation for each node of a given network.

13
07 Jan 2019