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Nikolaos Karalias

7 papers hereh-index 4229 citations5 works total

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

author position
  • first author3
  • middle author2
  • last author1

Across the 6 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.CL1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedErdos Goes Neural: an Unsupervised Learning Framework for Combinatorial Optimization on Graphs

15 citations · 18 across the 6 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

cs.LG2021★ 1 cited

Partition and Code: learning how to compress graphs

Giorgos Bouritsas, Andreas Loukas, Nikolaos Karalias +1

Can we use machine learning to compress graph data? The absence of ordering in graphs poses a significant challenge to conventional compression algorithms, limiting their attainabl…

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