88 citations · 197 across the 18 of their papers we have counts for
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cs.LG2021
Learning Graphon Autoencoders for Generative Graph Modeling
Hongteng Xu, Peilin Zhao, Junzhou Huang +1
Graphon is a nonparametric model that generates graphs with arbitrary sizes and can be induced from graphs easily. Based on this model, we propose a novel algorithmic framework cal…
cs.LG2021
Hawkes Processes on Graphons
Hongteng Xu, Dixin Luo, Hongyuan Zha
We propose a novel framework for modeling multiple multivariate point processes, each with heterogeneous event types that share an underlying space and obey the same generative mec…