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Lukas Galke Poech

University of Southern Denmark

26 papers hereh-index 14502 citations56 works total

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

author position
  • first author11
  • middle author13
  • last author2

Across the 26 of 26 papers where every author was matched, so the position is known.

fields
  • cs.CL13
  • cs.LG8
  • cs.DL2
  • cs.IR2
  • cs.AI1
affiliations
  • University of Southern Denmark
Homepage
same name
  • Lukas Galke Poech — 24 papers, h 1

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
20172025
most citedLifelong Learning of Graph Neural Networks for Open-World Node Classification

25 citations · 135 across the 25 of their papers we have counts for

collaborators
Showing cs.IRShow all

2 papers · 1 filter

cs.IR2021

Recommendations for Item Set Completion: On the Semantics of Item Co-Occurrence With Data Sparsity, Input Size, and Input Modalities

Iacopo Vagliano, Lukas Galke, Ansgar Scherp

We address the problem of recommending relevant items to a user in order to "complete" a partial set of items already known. We consider the two scenarios of citation and subject l…

cs.IR2019★ 22 cited

Multi-Modal Adversarial Autoencoders for Recommendations of Citations and Subject Labels

Lukas Galke, Florian Mai, Iacopo Vagliano +1

We present multi-modal adversarial autoencoders for recommendation and evaluate them on two different tasks: citation recommendation and subject label recommendation. We analyze th…

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