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F. Hellmann

7 papers hereh-index 5159 citations12 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3
  • last author4

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • nlin.AO4
  • cs.LG1
  • nlin.CD1
  • physics.soc-ph1
same name
  • F. Hellmann — 47 papers, h 22
  • F. Hellmann — 6 papers, h 6

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedDeciphering the imprint of topology on nonlinear dynamical network stability

45 citations · 73 across the 6 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2026

WaveGSSM: Graph Wave State Space Models for Propagating Spatio-Temporal Patterns

Junyou Zhu, Fenying Cai, Ping Xiong +5

Spatio-temporal graph models typically encode each snapshot with a GNN and then connect the resulting representations through a temporal module. This space-then-time design is effe…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.