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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 2025Show all

1 paper · 1 filter

cs.LG2025

Geometric Algorithms for Neural Combinatorial Optimization with Constraints

Nikolaos Karalias, Akbar Rafiey, Yifei Xu +4

Self-Supervised Learning (SSL) for Combinatorial Optimization (CO) is an emerging paradigm for solving combinatorial problems using neural networks. In this paper, we address a cen…

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