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SMGRL: A Scalable Multi-resolution Graph Representation Learning Framework



Reza Namazi , Elahe Ghalebi , Sinead Williamson , Hamidreza Mahyar

* 14 pages 

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On Evaluation Metrics for Graph Generative Models



Rylee Thompson , Boris Knyazev , Elahe Ghalebi , Jungtaek Kim , Graham W. Taylor

* Published as a conference paper at ICLR 2022 

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Building LEGO Using Deep Generative Models of Graphs



Rylee Thompson , Elahe Ghalebi , Terrance DeVries , Graham W. Taylor

* NeurIPS 2020 ML4eng workshop paper 

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A Nonparametric Bayesian Model for Sparse Temporal Multigraphs



Elahe Ghalebi , Hamidreza Mahyar , Radu Grosu , Graham W. Taylor , Sinead A. Williamson


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Dynamic Nonparametric Edge-Clustering Model for Time-Evolving Sparse Networks



Elahe Ghalebi , Hamidreza Mahyar , Radu Grosu , Sinead Williamson


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Dynamic Network Model from Partial Observations



Elahe Ghalebi , Baharan Mirzasoleiman , Radu Grosu , Jure Leskovec


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