Search Results for author: Abdulkadir Celikkanat

Found 4 papers, 1 papers with code

Continuous-time Graph Representation with Sequential Survival Process

no code implementations20 Dec 2023 Abdulkadir Celikkanat, Nikolaos Nakis, Morten Mørup

We apply the developed framework to a recent continuous time dynamic latent distance model characterizing network dynamics in terms of a sequence of piecewise linear movements of nodes in latent space.

Link Prediction Representation Learning

Scalable Hierarchical Embeddings of Complex Networks

no code implementations29 Sep 2021 Nikolaos Nakis, Abdulkadir Celikkanat, Sune Lehmann, Morten Mørup

Graph representation learning has become important in order to understand and predict intrinsic structures in complex networks.

Clustering Graph Embedding +4

Multiple Kernel Representation Learning on Networks

1 code implementation9 Jun 2021 Abdulkadir Celikkanat, Yanning Shen, Fragkiskos D. Malliaros

In particular, we propose a weighted matrix factorization model that encodes random walk-based information about nodes of the network.

Link Prediction Node Classification +1

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