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Home/Authors/Yiming Qin

Yiming Qin

1 indexed paper

Recent (6 mo)
1
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Publications per year

1
26

Top categories

Stats ML×1AI×1ML×1

Frequent co-authors

Sergio Rozada1×
Manuel Madeira1×
Pascal Frossard1×
Alejandro Ribeiro1×

Research Timeline

2026
DiPhon: Diffusion on Graphons for Scalable Graph Generation

This paper introduces DiPhon, a diffusion framework for size-scalable graph generation, using a continuous diffusion process on the graphon space and a discretized graph-level process.

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Papers

stat.MLcs.AIcs.LGTheoreticalRecentJul 8, 2026

DiPhon: Diffusion on Graphons for Scalable Graph Generation

Sergio Rozada, Yiming Qin, Manuel Madeira, Pascal Frossard +1 more

This paper introduces DiPhon, a diffusion framework for size-scalable graph generation, using a continuous diffusion process on the graphon space and a discretized graph-level process.

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