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researcher

Alexander Ilin

8 papers hereh-index 568 citations12 works total

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

author position
  • middle author1
  • last author7

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.CL2
  • cs.LG2
  • cs.HC1
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedDiffusion models as probabilistic neural operators for recovering unobserved states of dynamical systems

1 citations · 3 across the 8 of their papers we have counts for

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2026

Edit Knowledge, Not Just Facts via Multi-Step Reasoning over Background Stories

Ya Gao, Kalle Kujanpää, Pekka Marttinen +2

Enabling artificial intelligence systems, particularly large language models, to update knowledge and flexibly apply it during reasoning remains a central challenge. Existing knowl…

cs.AI2023★ 1 cited

Hybrid Search for Efficient Planning with Completeness Guarantees

Kalle Kujanpää, Joni Pajarinen, Alexander Ilin

Solving complex planning problems has been a long-standing challenge in computer science. Learning-based subgoal search methods have shown promise in tackling these problems, but t…

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